task_id,family,interaction,split,source_split,difficulty,prompt,generator_version,dataset_version,canary,output_schema,inputs,environment,answer,scoring,tags,provenance ejb-training-0.1-train_val-signoff-00002-47d7e7,duty_signoff,single_turn,train_val,public_train,,"You are signing off a battery cold plate at one new duty from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 48 x 4680 large-format cylindrical cell (25.0 Ah, layered oxide engineering prior, 46.0 mm diameter x 80.0 mm tall) in staggered rows of 6 rows x 8 columns, 5.8 mm cell spacing; a 1.9 mm thermal-interface pad under each cell; open air between cells (natural convection and radiation to ambient). Cold plate: Aluminium headered serpentine plate, 461 x 331 x 8.25 mm; 1 serpentine circuit(s) with 6 turns each, fed from headers; channel diameter 2.24 mm, flow along the plate length (x); ports 2.24 mm on the left (inlet) and right (outlet) faces; minimum wall 2.0 mm. Completed runs 1: Coolant water at 13.2 °C inlet, 0.121 L/min (density 999.4 kg/m³, cp 4191 J/kgK, viscosity 1.19 mPa·s). Ambient 21.1 °C, external heat-transfer coefficient 3.9 W/m²K on exposed surfaces. Load: charge at 0.288C, SOC 21%, state of health 86%; total heat generation 3.76 W (3.67 W in cells, 0.0819 W in terminals/interconnects, applied uniformly). Result: peak cell rise 4.76 K; cell spread 3.35 K; coolant rise 2.92 K; pressure drop 17.6 kPa 2: Coolant 30 wt% ethylene glycol / water at 18.4 °C inlet, 0.0671 L/min (density 1039 kg/m³, cp 3713 J/kgK, viscosity 2.28 mPa·s). Ambient 30.7 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 0.414C, SOC 65%, state of health 98%; total heat generation 16.3 W (15.5 W in cells, 0.750 W in terminals/interconnects, applied uniformly). Result: peak cell rise 10.7 K; cell spread 5.73 K; coolant rise 8.88 K; pressure drop 14.8 kPa 3: Coolant 50 wt% ethylene glycol / water at 34.7 °C inlet, 0.125 L/min (density 1057 kg/m³, cp 3387 J/kgK, viscosity 2.40 mPa·s). Ambient 36.8 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.230C, SOC 58%, state of health 84%; total heat generation 2.33 W (2.25 W in cells, 0.0817 W in terminals/interconnects, applied uniformly). Result: peak cell rise 1.49 K; cell spread 0.933 K; coolant rise 1.05 K; pressure drop 32.2 kPa Duties Duty X (peak cell limit 19.0 °C, pressure drop limit 15.0 kPa): Coolant water at 10.3 °C inlet, 0.113 L/min (density 999.7 kg/m³, cp 4195 J/kgK, viscosity 1.30 mPa·s). Ambient 25.6 °C, external heat-transfer coefficient 5.2 W/m²K on exposed surfaces. Load: discharge at 0.214C, SOC 62%, state of health 89%; total heat generation 7.57 W (7.23 W in cells, 0.341 W in terminals/interconnects, applied uniformly). For each duty, say whether peak cell temperature stays at or below its limit and whether pressure drop stays at or below its limit. Scoring: The score is 1 only if every temperature and pressure verdict is correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""pressure"": ""object mapping \""X\"" to \""pass\"" or \""fail\"""", ""temperature"": ""object mapping \""X\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 25.583331622183323, ""c_rate"": 0.2143235094672608, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.6784450668248, ""dynamic_viscosity_pa_s"": 0.0012958914655015, ""specific_heat_j_kgk"": 4194.728926150803, ""thermal_conductivity_w_mk"": 0.5793372216072533}, ""external_htc_w_m2k"": 5.196545560844243, ""flow_lpm"": 0.1125377357164099, ""heat_w"": {""cells"": 7.233765443183673, ""interconnects"": 0.3406838839574603, ""total"": 7.574449327141133}, ""inlet_temperature_c"": 10.267849553376436, ""operation"": ""discharge"", ""soc"": 0.6232420793268829, ""soh"": 0.8863535509444773}], ""pack"": {""arrangement"": ""staggered_rows"", ""capacity_ah"": 25.0, ""cell_count"": 48, ""cell_dimensions_mm"": {""diameter"": 46.0, ""height"": 80.0}, ""cell_family"": ""tesla_4680"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 5.772062659263611, ""chemistry"": ""layered oxide engineering prior"", ""columns"": 8, ""interstitial"": ""air"", ""plate_coverage"": 0.8997794366163082, ""rows"": 6, ""tim_thickness_mm"": 1.9214856361970305}, ""plate"": {""channel_diameter_mm"": 2.244080149583268, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 8.25, ""inlet_face"": ""left"", ""layout"": ""serpentine"", ""length_mm"": 461.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 2.0083750393241644, ""outlet_face"": ""right"", ""parallel_paths"": 1, ""port_diameter_mm"": 2.244080149583268, ""turns"": 6, ""width_mm"": 331.0}, ""runs"": [{""ambient_temperature_c"": 21.08076965436339, ""c_rate"": 0.2883971623394099, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.3547953698958, ""dynamic_viscosity_pa_s"": 0.0011940019965708, ""specific_heat_j_kgk"": 4190.5718471222235, ""thermal_conductivity_w_mk"": 0.5852888894198833}, ""external_htc_w_m2k"": 3.8950942447409034, ""flow_lpm"": 0.1207452310857359, ""heat_w"": {""cells"": 3.6737156710546097, ""interconnects"": 0.0818995732346389, ""total"": 3.755615244289249}, ""inlet_temperature_c"": 13.197747441008689, ""operation"": ""charge"", ""soc"": 0.2095311476849019, ""soh"": 0.8611369271762669}, {""ambient_temperature_c"": 30.675926711410284, ""c_rate"": 0.4135852555019214, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1038.6988872920017, ""dynamic_viscosity_pa_s"": 0.0022756109687976, ""specific_heat_j_kgk"": 3713.460361807334, ""thermal_conductivity_w_mk"": 0.4633829451705785}, ""external_htc_w_m2k"": 11.06084358226508, ""flow_lpm"": 0.0671468810878768, ""heat_w"": {""cells"": 15.519152064242329, ""interconnects"": 0.7503383432371644, ""total"": 16.269490407479495}, ""inlet_temperature_c"": 18.372434865219812, ""operation"": ""discharge"", ""soc"": 0.6524573270231485, ""soh"": 0.9798605154268444}, {""ambient_temperature_c"": 36.762586534023285, ""c_rate"": 0.2303587500127532, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1056.6166759995704, ""dynamic_viscosity_pa_s"": 0.0024003009457346, ""specific_heat_j_kgk"": 3387.166234680509, ""thermal_conductivity_w_mk"": 0.3982854015681432}, ""external_htc_w_m2k"": 11.146632250398396, ""flow_lpm"": 0.1247443348849865, ""heat_w"": {""cells"": 2.24897805161105, ""interconnects"": 0.081669700080244, ""total"": 2.3306477516912936}, ""inlet_temperature_c"": 34.74109575152397, ""operation"": ""charge"", ""soc"": 0.5828348979353905, ""soh"": 0.8429434313438833}]}",,"{""dP_kPa"": {""X"": 17.235458303488368}, ""limits_C"": {""X"": 19.0}, ""peak_C"": {""X"": 20.093164062500023}, ""pressure"": {""X"": ""fail""}, ""pressure_limits_kPa"": {""X"": 15.0}, ""rise_K"": {""X"": 9.825314509123587}, ""temperature"": {""X"": ""fail""}}","{""params"": {}, ""scorer"": ""duty_signoff""}","{""duty_modes"": [""hydraulic_exploration""], ""duty_regimes"": [""ambient_heated""], ""interstitial"": ""air"", ""pressure_signoff"": ""fail"", ""quick_right"": false, ""reference_right"": true, ""shown_runs"": 3, ""signoff"": ""fail"", ""training_format"": ""signoff_1d3r""}","{""answer_case_names"": [""case04216""], ""case_names"": [""case04214"", ""case04212"", ""case04215"", ""case04216""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case04216""], ""geometry_ids"": [""geom_5c73a77346f655cb"", ""geom_5c73a77346f655cb"", ""geom_5c73a77346f655cb"", ""geom_5c73a77346f655cb""], ""run_cases"": [""case04214"", ""case04212"", ""case04215""], ""solve_signatures"": [""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+cht-bounded-flow-progress-v1+cht-solid-topology-reuse-v1+cht-secondary-accuracy-recovery-v1+cht-secondary-failure-evidence-v1+cht-sibling-flow-initial-guess-v1+cht-certified-cfl-gate-v1+cht-hydraulic-envelope-explicit-v1+cht-cfl-edge-memory-v1+cht-stationary-plateau-acceptance-v1+cht-sfd-float64-v1+cht-sibling-thermal-initial-guess-v1+cht-pressure-endgame-v1+cht-buoyant-spinup-fail-fast-v1+cht-period-two-cfl-guard-v1+cht-growth-endgame-v1+cht-secondary-screening-v1+cht-secondary-screening-secant-v1+cht-period-two-regrowth-gate-v1+cht-endgame-dose-ladder-v1+cht-endgame-momentum-sfd-v1+cht-secondary-endgame-v1+cht-endgame-pseudo-time-leg-v1+cht-secondary-stall-recovery-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-clos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ejb-training-0.1-train_val-signoff-00006-8ad16e,duty_signoff,single_turn,train_val,public_train,,"You are signing off a battery cold plate at one new duty from four completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 48 x 4680 large-format cylindrical cell (25.0 Ah, layered oxide engineering prior, 46.0 mm diameter x 80.0 mm tall) in staggered rows of 6 rows x 8 columns, 5.8 mm cell spacing; a 1.9 mm thermal-interface pad under each cell; open air between cells (natural convection and radiation to ambient). Cold plate: Aluminium headered serpentine plate, 461 x 331 x 8.25 mm; 1 serpentine circuit(s) with 6 turns each, fed from headers; channel diameter 2.24 mm, flow along the plate length (x); ports 2.24 mm on the left (inlet) and right (outlet) faces; minimum wall 2.0 mm. Completed runs 1: Coolant 50 wt% ethylene glycol / water at 34.7 °C inlet, 0.125 L/min (density 1057 kg/m³, cp 3387 J/kgK, viscosity 2.40 mPa·s). Ambient 36.8 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.230C, SOC 58%, state of health 84%; total heat generation 2.33 W (2.25 W in cells, 0.0817 W in terminals/interconnects, applied uniformly). Result: peak cell rise 1.49 K; cell spread 0.933 K; coolant rise 1.05 K; pressure drop 32.2 kPa 2: Coolant 30 wt% ethylene glycol / water at 18.4 °C inlet, 0.0671 L/min (density 1039 kg/m³, cp 3713 J/kgK, viscosity 2.28 mPa·s). Ambient 30.7 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 0.414C, SOC 65%, state of health 98%; total heat generation 16.3 W (15.5 W in cells, 0.750 W in terminals/interconnects, applied uniformly). Result: peak cell rise 10.7 K; cell spread 5.73 K; coolant rise 8.88 K; pressure drop 14.8 kPa 3: Coolant water at 10.3 °C inlet, 0.113 L/min (density 999.7 kg/m³, cp 4195 J/kgK, viscosity 1.30 mPa·s). Ambient 25.6 °C, external heat-transfer coefficient 5.2 W/m²K on exposed surfaces. Load: discharge at 0.214C, SOC 62%, state of health 89%; total heat generation 7.57 W (7.23 W in cells, 0.341 W in terminals/interconnects, applied uniformly). Result: peak cell rise 9.83 K; cell spread 6.69 K; coolant rise 6.39 K; pressure drop 17.2 kPa 4: Coolant water at 12.2 °C inlet, 0.118 L/min (density 999.5 kg/m³, cp 4192 J/kgK, viscosity 1.23 mPa·s). Ambient 20.8 °C, external heat-transfer coefficient 4.9 W/m²K on exposed surfaces. Load: charge at 0.830C, SOC 10%, state of health 98%; total heat generation 46.8 W (44.4 W in cells, 2.46 W in terminals/interconnects, applied uniformly). Result: peak cell rise 9.14 K; cell spread 6.00 K; coolant rise 6.75 K; pressure drop 17.5 kPa Duties Duty X (peak cell limit 17.0 °C, pressure drop limit 19.5 kPa): Coolant water at 13.2 °C inlet, 0.121 L/min (density 999.4 kg/m³, cp 4191 J/kgK, viscosity 1.19 mPa·s). Ambient 21.1 °C, external heat-transfer coefficient 3.9 W/m²K on exposed surfaces. Load: charge at 0.288C, SOC 21%, state of health 86%; total heat generation 3.76 W (3.67 W in cells, 0.0819 W in terminals/interconnects, applied uniformly). For each duty, say whether peak cell temperature stays at or below its limit and whether pressure drop stays at or below its limit. Scoring: The score is 1 only if every temperature and pressure verdict is correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""pressure"": ""object mapping \""X\"" to \""pass\"" or \""fail\"""", ""temperature"": ""object mapping \""X\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 21.08076965436339, ""c_rate"": 0.2883971623394099, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.3547953698958, ""dynamic_viscosity_pa_s"": 0.0011940019965708, ""specific_heat_j_kgk"": 4190.5718471222235, ""thermal_conductivity_w_mk"": 0.5852888894198833}, ""external_htc_w_m2k"": 3.8950942447409034, ""flow_lpm"": 0.1207452310857359, ""heat_w"": {""cells"": 3.6737156710546097, ""interconnects"": 0.0818995732346389, ""total"": 3.755615244289249}, ""inlet_temperature_c"": 13.197747441008689, ""operation"": ""charge"", ""soc"": 0.2095311476849019, ""soh"": 0.8611369271762669}], ""pack"": {""arrangement"": ""staggered_rows"", ""capacity_ah"": 25.0, ""cell_count"": 48, ""cell_dimensions_mm"": {""diameter"": 46.0, ""height"": 80.0}, ""cell_family"": ""tesla_4680"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 5.772062659263611, ""chemistry"": ""layered oxide engineering prior"", ""columns"": 8, ""interstitial"": ""air"", ""plate_coverage"": 0.8997794366163082, ""rows"": 6, ""tim_thickness_mm"": 1.9214856361970305}, ""plate"": {""channel_diameter_mm"": 2.244080149583268, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 8.25, ""inlet_face"": ""left"", ""layout"": ""serpentine"", ""length_mm"": 461.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 2.0083750393241644, ""outlet_face"": ""right"", ""parallel_paths"": 1, ""port_diameter_mm"": 2.244080149583268, ""turns"": 6, ""width_mm"": 331.0}, ""runs"": [{""ambient_temperature_c"": 36.762586534023285, ""c_rate"": 0.2303587500127532, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1056.6166759995704, ""dynamic_viscosity_pa_s"": 0.0024003009457346, ""specific_heat_j_kgk"": 3387.166234680509, ""thermal_conductivity_w_mk"": 0.3982854015681432}, ""external_htc_w_m2k"": 11.146632250398396, ""flow_lpm"": 0.1247443348849865, ""heat_w"": {""cells"": 2.24897805161105, ""interconnects"": 0.081669700080244, ""total"": 2.3306477516912936}, ""inlet_temperature_c"": 34.74109575152397, ""operation"": ""charge"", ""soc"": 0.5828348979353905, ""soh"": 0.8429434313438833}, {""ambient_temperature_c"": 30.675926711410284, ""c_rate"": 0.4135852555019214, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1038.6988872920017, ""dynamic_viscosity_pa_s"": 0.0022756109687976, ""specific_heat_j_kgk"": 3713.460361807334, ""thermal_conductivity_w_mk"": 0.4633829451705785}, ""external_htc_w_m2k"": 11.06084358226508, ""flow_lpm"": 0.0671468810878768, ""heat_w"": {""cells"": 15.519152064242329, ""interconnects"": 0.7503383432371644, ""total"": 16.269490407479495}, ""inlet_temperature_c"": 18.372434865219812, ""operation"": ""discharge"", ""soc"": 0.6524573270231485, ""soh"": 0.9798605154268444}, {""ambient_temperature_c"": 25.583331622183323, ""c_rate"": 0.2143235094672608, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.6784450668248, ""dynamic_viscosity_pa_s"": 0.0012958914655015, ""specific_heat_j_kgk"": 4194.728926150803, ""thermal_conductivity_w_mk"": 0.5793372216072533}, ""external_htc_w_m2k"": 5.196545560844243, ""flow_lpm"": 0.1125377357164099, ""heat_w"": {""cells"": 7.233765443183673, ""interconnects"": 0.3406838839574603, ""total"": 7.574449327141133}, ""inlet_temperature_c"": 10.267849553376436, ""operation"": ""discharge"", ""soc"": 0.6232420793268829, ""soh"": 0.8863535509444773}, {""ambient_temperature_c"": 20.783554995432496, ""c_rate"": 0.8302355867848333, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.4823688791122, ""dynamic_viscosity_pa_s"": 0.0012286948182336, ""specific_heat_j_kgk"": 4191.940174675778, ""thermal_conductivity_w_mk"": 0.583208668417877}, ""external_htc_w_m2k"": 4.862607294693589, ""flow_lpm"": 0.1178286734586443, ""heat_w"": {""cells"": 44.37804764309699, ""interconnects"": 2.4629993840024236, ""total"": 46.841047027099414}, ""inlet_temperature_c"": 12.156349119036635, ""operation"": ""charge"", ""soc"": 0.1013979711104184, ""soh"": 0.9833200979046524}]}",,"{""dP_kPa"": {""X"": 17.59761864903134}, ""limits_C"": {""X"": 17.0}, ""peak_C"": {""X"": 17.956811523437523}, ""pressure"": {""X"": ""pass""}, ""pressure_limits_kPa"": {""X"": 19.5}, ""rise_K"": {""X"": 4.759064082428836}, ""temperature"": {""X"": ""fail""}}","{""params"": {}, ""scorer"": ""duty_signoff""}","{""duty_modes"": [""chilled_high_load_tail""], ""duty_regimes"": [""ambient_heated""], ""interstitial"": ""air"", ""pressure_signoff"": ""pass"", ""quick_right"": false, ""reference_right"": true, ""shown_runs"": 4, ""signoff"": ""fail"", ""training_format"": ""signoff_1d4r""}","{""answer_case_names"": [""case04214""], ""case_names"": [""case04215"", ""case04212"", ""case04216"", ""case04210"", ""case04214""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case04214""], ""geometry_ids"": [""geom_5c73a77346f655cb"", ""geom_5c73a77346f655cb"", ""geom_5c73a77346f655cb"", ""geom_5c73a77346f655cb"", ""geom_5c73a77346f655cb""], ""run_cases"": [""case04215"", ""case04212"", ""case04216"", ""case04210""], ""solve_signatures"": 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ejb-training-0.1-train_val-signoff-00012-0dd659,duty_signoff,single_turn,train_val,public_train,,"You are signing off a battery cold plate at two new duties from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 48 x 4680 large-format cylindrical cell (25.0 Ah, layered oxide engineering prior, 46.0 mm diameter x 80.0 mm tall) in staggered rows of 6 rows x 8 columns, 5.8 mm cell spacing; a 1.9 mm thermal-interface pad under each cell; open air between cells (natural convection and radiation to ambient). Cold plate: Aluminium headered serpentine plate, 461 x 331 x 8.25 mm; 1 serpentine circuit(s) with 6 turns each, fed from headers; channel diameter 2.24 mm, flow along the plate length (x); ports 2.24 mm on the left (inlet) and right (outlet) faces; minimum wall 2.0 mm. Completed runs 1: Coolant 30 wt% ethylene glycol / water at 18.4 °C inlet, 0.0671 L/min (density 1039 kg/m³, cp 3713 J/kgK, viscosity 2.28 mPa·s). Ambient 30.7 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 0.414C, SOC 65%, state of health 98%; total heat generation 16.3 W (15.5 W in cells, 0.750 W in terminals/interconnects, applied uniformly). Result: peak cell rise 10.7 K; cell spread 5.73 K; coolant rise 8.88 K; pressure drop 14.8 kPa 2: Coolant water at 13.2 °C inlet, 0.121 L/min (density 999.4 kg/m³, cp 4191 J/kgK, viscosity 1.19 mPa·s). Ambient 21.1 °C, external heat-transfer coefficient 3.9 W/m²K on exposed surfaces. Load: charge at 0.288C, SOC 21%, state of health 86%; total heat generation 3.76 W (3.67 W in cells, 0.0819 W in terminals/interconnects, applied uniformly). Result: peak cell rise 4.76 K; cell spread 3.35 K; coolant rise 2.92 K; pressure drop 17.6 kPa 3: Coolant 50 wt% ethylene glycol / water at 34.7 °C inlet, 0.125 L/min (density 1057 kg/m³, cp 3387 J/kgK, viscosity 2.40 mPa·s). Ambient 36.8 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.230C, SOC 58%, state of health 84%; total heat generation 2.33 W (2.25 W in cells, 0.0817 W in terminals/interconnects, applied uniformly). Result: peak cell rise 1.49 K; cell spread 0.933 K; coolant rise 1.05 K; pressure drop 32.2 kPa Duties Duty X (peak cell limit 20.0 °C, pressure drop limit 20.0 kPa): Coolant water at 12.2 °C inlet, 0.118 L/min (density 999.5 kg/m³, cp 4192 J/kgK, viscosity 1.23 mPa·s). Ambient 20.8 °C, external heat-transfer coefficient 4.9 W/m²K on exposed surfaces. Load: charge at 0.830C, SOC 10%, state of health 98%; total heat generation 46.8 W (44.4 W in cells, 2.46 W in terminals/interconnects, applied uniformly). Duty Y (peak cell limit 19.0 °C, pressure drop limit 19.4 kPa): Coolant water at 10.3 °C inlet, 0.113 L/min (density 999.7 kg/m³, cp 4195 J/kgK, viscosity 1.30 mPa·s). Ambient 25.6 °C, external heat-transfer coefficient 5.2 W/m²K on exposed surfaces. Load: discharge at 0.214C, SOC 62%, state of health 89%; total heat generation 7.57 W (7.23 W in cells, 0.341 W in terminals/interconnects, applied uniformly). For each duty, say whether peak cell temperature stays at or below its limit and whether pressure drop stays at or below its limit. Scoring: The score is 1 only if every temperature and pressure verdict is correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""pressure"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\"""", ""temperature"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 20.783554995432496, ""c_rate"": 0.8302355867848333, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.4823688791122, ""dynamic_viscosity_pa_s"": 0.0012286948182336, ""specific_heat_j_kgk"": 4191.940174675778, ""thermal_conductivity_w_mk"": 0.583208668417877}, ""external_htc_w_m2k"": 4.862607294693589, ""flow_lpm"": 0.1178286734586443, ""heat_w"": {""cells"": 44.37804764309699, ""interconnects"": 2.4629993840024236, ""total"": 46.841047027099414}, ""inlet_temperature_c"": 12.156349119036635, ""operation"": ""charge"", ""soc"": 0.1013979711104184, ""soh"": 0.9833200979046524}, {""ambient_temperature_c"": 25.583331622183323, ""c_rate"": 0.2143235094672608, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.6784450668248, ""dynamic_viscosity_pa_s"": 0.0012958914655015, ""specific_heat_j_kgk"": 4194.728926150803, ""thermal_conductivity_w_mk"": 0.5793372216072533}, ""external_htc_w_m2k"": 5.196545560844243, ""flow_lpm"": 0.1125377357164099, ""heat_w"": {""cells"": 7.233765443183673, ""interconnects"": 0.3406838839574603, ""total"": 7.574449327141133}, ""inlet_temperature_c"": 10.267849553376436, ""operation"": ""discharge"", ""soc"": 0.6232420793268829, ""soh"": 0.8863535509444773}], ""pack"": {""arrangement"": ""staggered_rows"", ""capacity_ah"": 25.0, ""cell_count"": 48, ""cell_dimensions_mm"": {""diameter"": 46.0, ""height"": 80.0}, ""cell_family"": ""tesla_4680"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 5.772062659263611, ""chemistry"": ""layered oxide engineering prior"", ""columns"": 8, ""interstitial"": ""air"", ""plate_coverage"": 0.8997794366163082, ""rows"": 6, ""tim_thickness_mm"": 1.9214856361970305}, ""plate"": {""channel_diameter_mm"": 2.244080149583268, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 8.25, ""inlet_face"": ""left"", ""layout"": ""serpentine"", ""length_mm"": 461.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 2.0083750393241644, ""outlet_face"": ""right"", ""parallel_paths"": 1, ""port_diameter_mm"": 2.244080149583268, ""turns"": 6, ""width_mm"": 331.0}, ""runs"": [{""ambient_temperature_c"": 30.675926711410284, ""c_rate"": 0.4135852555019214, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1038.6988872920017, ""dynamic_viscosity_pa_s"": 0.0022756109687976, ""specific_heat_j_kgk"": 3713.460361807334, ""thermal_conductivity_w_mk"": 0.4633829451705785}, ""external_htc_w_m2k"": 11.06084358226508, ""flow_lpm"": 0.0671468810878768, ""heat_w"": {""cells"": 15.519152064242329, ""interconnects"": 0.7503383432371644, ""total"": 16.269490407479495}, ""inlet_temperature_c"": 18.372434865219812, ""operation"": ""discharge"", ""soc"": 0.6524573270231485, ""soh"": 0.9798605154268444}, {""ambient_temperature_c"": 21.08076965436339, ""c_rate"": 0.2883971623394099, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.3547953698958, ""dynamic_viscosity_pa_s"": 0.0011940019965708, ""specific_heat_j_kgk"": 4190.5718471222235, ""thermal_conductivity_w_mk"": 0.5852888894198833}, ""external_htc_w_m2k"": 3.8950942447409034, ""flow_lpm"": 0.1207452310857359, ""heat_w"": {""cells"": 3.6737156710546097, ""interconnects"": 0.0818995732346389, ""total"": 3.755615244289249}, ""inlet_temperature_c"": 13.197747441008689, ""operation"": ""charge"", ""soc"": 0.2095311476849019, ""soh"": 0.8611369271762669}, {""ambient_temperature_c"": 36.762586534023285, ""c_rate"": 0.2303587500127532, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1056.6166759995704, ""dynamic_viscosity_pa_s"": 0.0024003009457346, ""specific_heat_j_kgk"": 3387.166234680509, ""thermal_conductivity_w_mk"": 0.3982854015681432}, ""external_htc_w_m2k"": 11.146632250398396, ""flow_lpm"": 0.1247443348849865, ""heat_w"": {""cells"": 2.24897805161105, ""interconnects"": 0.081669700080244, ""total"": 2.3306477516912936}, ""inlet_temperature_c"": 34.74109575152397, ""operation"": ""charge"", ""soc"": 0.5828348979353905, ""soh"": 0.8429434313438833}]}",,"{""dP_kPa"": {""X"": 17.472777873424494, ""Y"": 17.235458303488368}, ""limits_C"": {""X"": 20.0, ""Y"": 19.0}, ""peak_C"": {""X"": 21.296502685546898, ""Y"": 20.093164062500023}, ""pressure"": {""X"": ""pass"", ""Y"": ""pass""}, ""pressure_limits_kPa"": {""X"": 20.0, ""Y"": 19.4}, ""rise_K"": {""X"": 9.140153566510264, ""Y"": 9.825314509123587}, ""temperature"": {""X"": ""fail"", ""Y"": ""fail""}}","{""params"": {}, ""scorer"": ""duty_signoff""}","{""duty_modes"": [""controller_selected"", ""hydraulic_exploration""], ""duty_regimes"": [""load_dominated"", ""ambient_heated""], ""interstitial"": ""air"", ""pressure_signoff"": ""pass_pass"", ""quick_right"": false, ""reference_right"": true, ""shown_runs"": 3, ""signoff"": ""fail_fail"", ""training_format"": ""signoff_2d3r""}","{""answer_case_names"": [""case04210"", ""case04216""], ""case_names"": [""case04212"", ""case04214"", ""case04215"", ""case04210"", ""case04216""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case04210"", ""case04216""], ""geometry_ids"": [""geom_5c73a77346f655cb"", ""geom_5c73a77346f655cb"", ""geom_5c73a77346f655cb"", ""geom_5c73a77346f655cb"", ""geom_5c73a77346f655cb""], ""run_cases"": [""case04212"", ""case04214"", ""case04215""], ""solve_signatures"": 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ejb-training-0.1-train_val-campaign-00013-2d4082,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The five planned test points are listed below. Six result sheets came back from the rig, but their labels were lost and some entries are illegible. Five belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 36 x EVE LF105-class prismatic cell (105 Ah, LFP/graphite, 130 x 36.4 x 200 mm) in a rectangular grid of 9 rows x 4 columns, 2.0 mm cell spacing; a 1.4 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headerless serpentine plate, 556 x 371 x 13.2 mm; 1 serpentine circuit(s) with 4 turns each, ports connected directly to the channels; channel diameter 4.76 mm, flow across the plate width (y); ports 4.76 mm on the front (inlet) and back (outlet) faces; minimum wall 2.8 mm. Planned test points 1: Coolant 30 wt% ethylene glycol / water at 12.7 °C inlet, 1.14 L/min (density 1041 kg/m³, cp 3697 J/kgK, viscosity 2.72 mPa·s). Ambient 20.9 °C, external heat-transfer coefficient 6.1 W/m²K on exposed surfaces. Load: discharge at 0.347C, SOC 52%, state of health 74%; total heat generation 156 W (152 W in cells, 3.67 W in terminals/interconnects, applied uniformly). 2: Coolant 50 wt% ethylene glycol / water at 20.2 °C inlet, 0.500 L/min (density 1065 kg/m³, cp 3313 J/kgK, viscosity 3.67 mPa·s). Ambient 37.2 °C, external heat-transfer coefficient 9.5 W/m²K on exposed surfaces. Load: charge at 0.464C, SOC 67%, state of health 81%; total heat generation 55.9 W (54.4 W in cells, 1.50 W in terminals/interconnects, applied uniformly). 3: Coolant 30 wt% ethylene glycol / water at 24.8 °C inlet, 0.500 L/min (density 1036 kg/m³, cp 3732 J/kgK, viscosity 1.89 mPa·s). Ambient 27.0 °C, external heat-transfer coefficient 6.5 W/m²K on exposed surfaces. Load: charge at 0.270C, SOC 10%, state of health 74%; total heat generation 40.5 W (39.1 W in cells, 1.34 W in terminals/interconnects, applied uniformly). 4: Coolant water at 12.6 °C inlet, 0.500 L/min (density 999.4 kg/m³, cp 4191 J/kgK, viscosity 1.21 mPa·s). Ambient 12.7 °C, external heat-transfer coefficient 3.1 W/m²K on exposed surfaces. Load: discharge at 0.216C, SOC 22%, state of health 96%; total heat generation 74.3 W (73.7 W in cells, 0.548 W in terminals/interconnects, applied uniformly). 5: Coolant 30 wt% ethylene glycol / water at 5.8 °C inlet, 0.500 L/min (density 1043 kg/m³, cp 3676 J/kgK, viscosity 3.45 mPa·s). Ambient 22.6 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 0.371C, SOC 56%, state of health 88%; total heat generation 126 W (124 W in cells, 1.34 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 4.14 K; cell spread 3.23 K; coolant rise illegible; pressure drop 3.60 kPa B peak cell rise 3.14 K; cell spread 2.26 K; coolant rise 1.23 K; pressure drop illegible C peak cell rise 14.1 K; cell spread 9.71 K; coolant rise 5.26 K; pressure drop illegible D peak cell rise 15.8 K; cell spread 10.9 K; coolant rise 6.20 K; pressure drop 7.91 kPa E peak cell rise 2.72 K; cell spread 1.90 K; coolant rise 1.00 K; pressure drop 5.78 kPa F peak cell rise 10.3 K; cell spread 7.75 K; coolant rise illegible; pressure drop 18.7 kPa Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 31.5 °C): Coolant water at 19.4 °C inlet, 0.741 L/min (density 998.3 kg/m³, cp 4184 J/kgK, viscosity 1.02 mPa·s). Ambient 35.7 °C, external heat-transfer coefficient 5.0 W/m²K on exposed surfaces. Load: charge at 0.440C, SOC 40%, state of health 96%; total heat generation 37.1 W (33.1 W in cells, 4.00 W in terminals/interconnects, applied uniformly). Duty Y (limit 32.0 °C): Coolant 50 wt% ethylene glycol / water at 29.9 °C inlet, 0.500 L/min (density 1059 kg/m³, cp 3363 J/kgK, viscosity 2.74 mPa·s). Ambient 32.6 °C, external heat-transfer coefficient 8.6 W/m²K on exposed surfaces. Load: discharge at 0.227C, SOC 80%, state of health 82%; total heat generation 33.1 W (32.3 W in cells, 0.798 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""5\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 35.66145128570497, ""c_rate"": 0.4399499496270043, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.321867864771, ""dynamic_viscosity_pa_s"": 0.0010155855951213, ""specific_heat_j_kgk"": 4184.454920241506, ""thermal_conductivity_w_mk"": 0.59701073328638}, ""external_htc_w_m2k"": 4.9790946431458, ""flow_lpm"": 0.7410336614363668, ""heat_w"": {""cells"": 33.08961603149512, ""interconnects"": 4.0008839355385595, ""total"": 37.09049996703368}, ""inlet_temperature_c"": 19.436144006178395, ""operation"": ""charge"", ""soc"": 0.4001407518982887, ""soh"": 0.9645238247700034}, {""ambient_temperature_c"": 32.56822355557233, ""c_rate"": 0.226853543422272, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1059.4475298696436, ""dynamic_viscosity_pa_s"": 0.0027365611652648, ""specific_heat_j_kgk"": 3363.0304604293096, ""thermal_conductivity_w_mk"": 0.3952841791113316}, ""external_htc_w_m2k"": 8.55277628544718, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 32.31366747415222, ""interconnects"": 0.7976973326782599, ""total"": 33.11136480683048}, ""inlet_temperature_c"": 29.896802094367185, ""operation"": ""discharge"", ""soc"": 0.8017256673425436, ""soh"": 0.8191683555021881}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 105.0, ""cell_count"": 36, ""cell_dimensions_mm"": {""height"": 200.5, ""length"": 130.3, ""width"": 36.35}, ""cell_family"": ""eve_lf105"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 1.9751586467027664, ""chemistry"": ""LFP/graphite"", ""columns"": 4, ""interstitial"": ""potting"", ""plate_coverage"": 0.9050849569181504, ""rows"": 9, ""tim_thickness_mm"": 1.3880904887802896}, ""planned_points"": [{""ambient_temperature_c"": 20.88019303046167, ""c_rate"": 0.3473108756924307, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1040.8502803140811, ""dynamic_viscosity_pa_s"": 0.0027235433175412, ""specific_heat_j_kgk"": 3696.6437047819654, ""thermal_conductivity_w_mk"": 0.4580730388483598}, ""external_htc_w_m2k"": 6.097239495255053, ""flow_lpm"": 1.1408828207663355, ""heat_w"": {""cells"": 152.38154043375013, ""interconnects"": 3.665205638941333, ""total"": 156.04674607269146}, ""inlet_temperature_c"": 12.711035107249677, ""operation"": ""discharge"", ""soc"": 0.5190593109000474, ""soh"": 0.7388277219608426}, {""ambient_temperature_c"": 37.18674059957266, ""c_rate"": 0.4635951195327392, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1064.8033228190866, ""dynamic_viscosity_pa_s"": 0.0036650055903546, ""specific_heat_j_kgk"": 3313.278755884975, ""thermal_conductivity_w_mk"": 0.3892941217788365}, ""external_htc_w_m2k"": 9.548656267113984, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 54.41907127649226, ""interconnects"": 1.4966077517004843, ""total"": 55.91567902819275}, ""inlet_temperature_c"": 20.23522637267017, ""operation"": ""charge"", ""soc"": 0.6749599633738398, ""soh"": 0.8069851078093051}, {""ambient_temperature_c"": 26.986148562282324, ""c_rate"": 0.2700429532964184, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1036.0467442350557, ""dynamic_viscosity_pa_s"": 0.0018878379426104, ""specific_heat_j_kgk"": 3732.145465159563, ""thermal_conductivity_w_mk"": 0.4692939539263814}, ""external_htc_w_m2k"": 6.492378973402083, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 39.12474872519261, ""interconnects"": 1.3442460359031927, ""total"": 40.4689947610958}, ""inlet_temperature_c"": 24.76043574977666, ""operation"": ""charge"", ""soc"": 0.1009369956795126, ""soh"": 0.7373257994651794}, {""ambient_temperature_c"": 12.673628684133291, ""c_rate"": 0.2160552443540563, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.4318479683304, ""dynamic_viscosity_pa_s"": 0.0012143170884983, ""specific_heat_j_kgk"": 4191.36689725356, ""thermal_conductivity_w_mk"": 0.5840637503553311}, ""external_htc_w_m2k"": 3.106087502092123, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 73.70315235751916, ""interconnects"": 0.5482507934247114, ""total"": 74.25140315094387}, ""inlet_temperature_c"": 12.58212864003163, ""operation"": ""discharge"", ""soc"": 0.2198553757742047, ""soh"": 0.9616297821514308}, {""ambient_temperature_c"": 22.64533050358295, ""c_rate"": 0.370912118314346, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1043.203750594585, ""dynamic_viscosity_pa_s"": 0.003452906912079, ""specific_heat_j_kgk"": 3675.919503953092, ""thermal_conductivity_w_mk"": 0.4515389123135661}, ""external_htc_w_m2k"": 10.667345054447653, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 124.41927479240772, ""interconnects"": 1.3407065440892578, ""total"": 125.75998133649698}, ""inlet_temperature_c"": 5.835675578564405, ""operation"": ""discharge"", ""soc"": 0.5564759506378323, ""soh"": 0.8826080623082816}], ""plate"": {""channel_diameter_mm"": 4.760717132886749, ""flow_direction"": ""widthwise_y"", ""height_mm"": 13.25, ""inlet_face"": ""front"", ""layout"": ""headerless_serpentine"", ""length_mm"": 556.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 2.8270875103771687, ""outlet_face"": ""back"", ""parallel_paths"": 1, ""port_diameter_mm"": 4.760717132886749, ""turns"": 4, ""width_mm"": 371.0}}",,"{""limits_C"": {""X"": 31.5, ""Y"": 32.0}, ""links"": {""1"": ""F"", ""2"": ""C"", ""3"": ""B"", ""4"": ""A"", ""5"": ""D""}, ""misfiled"": ""E"", ""peak_C"": {""X"": 29.991540527343773, ""Y"": 32.9604431152344}, ""rise_K"": {""X"": 10.555396521165392, ""Y"": 3.0636410208672373}, ""signoff"": {""X"": ""pass"", ""Y"": ""fail""}}","{""params"": {}, ""scorer"": ""campaign""}","{""duty_modes"": [""hydraulic_exploration"", ""thermal_stress_tail""], ""duty_regimes"": [""ambient_heated"", ""load_dominated""], ""fit_clearance_scales"": [0.46, 2.43], ""interstitial"": ""potting"", ""non_controller_duties"": 2, ""profile"": ""training"", ""signoff"": ""pass_fail"", ""stray_state"": ""whole"", ""training_format"": ""campaign_5p"", ""trap_duties"": 0, ""uniqueness_ratio"": 1.309}","{""answer_case_names"": [""case11748"", ""case11746"", ""case11749"", ""case11745"", ""case11750"", ""case11752"", ""case11751"", ""case13001""], ""case_names"": [""case11748"", ""case11746"", ""case11749"", ""case11745"", ""case11750"", ""case11752"", ""case11751"", ""case13001""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case11752"", ""case11751""], ""geometry_ids"": [""geom_03eef5867fa8dbb3"", ""geom_03eef5867fa8dbb3"", ""geom_03eef5867fa8dbb3"", ""geom_03eef5867fa8dbb3"", ""geom_03eef5867fa8dbb3"", ""geom_03eef5867fa8dbb3"", ""geom_03eef5867fa8dbb3"", ""geom_e8e98eb22081a6a2""], ""point_cases"": [""case11748"", ""case11746"", ""case11749"", ""case11745"", ""case11750""], ""solve_signatures"": 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""stray_case"": ""case13001""}" ejb-training-0.1-train_val-campaign-00016-8685a9,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The five planned test points are listed below. Six result sheets came back from the rig, but their labels were lost and some entries are illegible. Five belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 36 x EVE LF105-class prismatic cell (105 Ah, LFP/graphite, 130 x 36.4 x 200 mm) in a rectangular grid of 9 rows x 4 columns, 2.0 mm cell spacing; a 1.4 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headerless serpentine plate, 556 x 371 x 13.2 mm; 1 serpentine circuit(s) with 4 turns each, ports connected directly to the channels; channel diameter 4.76 mm, flow across the plate width (y); ports 4.76 mm on the front (inlet) and back (outlet) faces; minimum wall 2.8 mm. Planned test points 1: Coolant 50 wt% ethylene glycol / water at 20.2 °C inlet, 0.500 L/min (density 1065 kg/m³, cp 3313 J/kgK, viscosity 3.67 mPa·s). Ambient 37.2 °C, external heat-transfer coefficient 9.5 W/m²K on exposed surfaces. Load: charge at 0.464C, SOC 67%, state of health 81%; total heat generation 55.9 W (54.4 W in cells, 1.50 W in terminals/interconnects, applied uniformly). 2: Coolant water at 19.4 °C inlet, 0.741 L/min (density 998.3 kg/m³, cp 4184 J/kgK, viscosity 1.02 mPa·s). Ambient 35.7 °C, external heat-transfer coefficient 5.0 W/m²K on exposed surfaces. Load: charge at 0.440C, SOC 40%, state of health 96%; total heat generation 37.1 W (33.1 W in cells, 4.00 W in terminals/interconnects, applied uniformly). 3: Coolant 30 wt% ethylene glycol / water at 24.8 °C inlet, 0.500 L/min (density 1036 kg/m³, cp 3732 J/kgK, viscosity 1.89 mPa·s). Ambient 27.0 °C, external heat-transfer coefficient 6.5 W/m²K on exposed surfaces. Load: charge at 0.270C, SOC 10%, state of health 74%; total heat generation 40.5 W (39.1 W in cells, 1.34 W in terminals/interconnects, applied uniformly). 4: Coolant 30 wt% ethylene glycol / water at 12.7 °C inlet, 1.14 L/min (density 1041 kg/m³, cp 3697 J/kgK, viscosity 2.72 mPa·s). Ambient 20.9 °C, external heat-transfer coefficient 6.1 W/m²K on exposed surfaces. Load: discharge at 0.347C, SOC 52%, state of health 74%; total heat generation 156 W (152 W in cells, 3.67 W in terminals/interconnects, applied uniformly). 5: Coolant water at 12.6 °C inlet, 0.500 L/min (density 999.4 kg/m³, cp 4191 J/kgK, viscosity 1.21 mPa·s). Ambient 12.7 °C, external heat-transfer coefficient 3.1 W/m²K on exposed surfaces. Load: discharge at 0.216C, SOC 22%, state of health 96%; total heat generation 74.3 W (73.7 W in cells, 0.548 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 10.6 K; cell spread 8.58 K; coolant rise 2.64 K; pressure drop 6.97 kPa B peak cell rise 14.5 K; cell spread 9.67 K; coolant rise illegible; pressure drop 6.67 kPa C peak cell rise 4.14 K; cell spread 3.23 K; coolant rise 1.55 K; pressure drop 3.60 kPa D peak cell rise 10.3 K; cell spread 7.75 K; coolant rise 2.25 K; pressure drop illegible E peak cell rise 14.1 K; cell spread 9.71 K; coolant rise 5.26 K; pressure drop illegible F peak cell rise 3.14 K; cell spread 2.26 K; coolant rise illegible; pressure drop 5.05 kPa Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 18.5 °C): Coolant 30 wt% ethylene glycol / water at 5.8 °C inlet, 0.500 L/min (density 1043 kg/m³, cp 3676 J/kgK, viscosity 3.45 mPa·s). Ambient 22.6 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 0.371C, SOC 56%, state of health 88%; total heat generation 126 W (124 W in cells, 1.34 W in terminals/interconnects, applied uniformly). Duty Y (limit 32.0 °C): Coolant 50 wt% ethylene glycol / water at 29.9 °C inlet, 0.500 L/min (density 1059 kg/m³, cp 3363 J/kgK, viscosity 2.74 mPa·s). Ambient 32.6 °C, external heat-transfer coefficient 8.6 W/m²K on exposed surfaces. Load: discharge at 0.227C, SOC 80%, state of health 82%; total heat generation 33.1 W (32.3 W in cells, 0.798 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""5\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 22.64533050358295, ""c_rate"": 0.370912118314346, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1043.203750594585, ""dynamic_viscosity_pa_s"": 0.003452906912079, ""specific_heat_j_kgk"": 3675.919503953092, ""thermal_conductivity_w_mk"": 0.4515389123135661}, ""external_htc_w_m2k"": 10.667345054447653, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 124.41927479240772, ""interconnects"": 1.3407065440892578, ""total"": 125.75998133649698}, ""inlet_temperature_c"": 5.835675578564405, ""operation"": ""discharge"", ""soc"": 0.5564759506378323, ""soh"": 0.8826080623082816}, {""ambient_temperature_c"": 32.56822355557233, ""c_rate"": 0.226853543422272, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1059.4475298696436, ""dynamic_viscosity_pa_s"": 0.0027365611652648, ""specific_heat_j_kgk"": 3363.0304604293096, ""thermal_conductivity_w_mk"": 0.3952841791113316}, ""external_htc_w_m2k"": 8.55277628544718, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 32.31366747415222, ""interconnects"": 0.7976973326782599, ""total"": 33.11136480683048}, ""inlet_temperature_c"": 29.896802094367185, ""operation"": ""discharge"", ""soc"": 0.8017256673425436, ""soh"": 0.8191683555021881}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 105.0, ""cell_count"": 36, ""cell_dimensions_mm"": {""height"": 200.5, ""length"": 130.3, ""width"": 36.35}, ""cell_family"": ""eve_lf105"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 1.9751586467027664, ""chemistry"": ""LFP/graphite"", ""columns"": 4, ""interstitial"": ""potting"", ""plate_coverage"": 0.9050849569181504, ""rows"": 9, ""tim_thickness_mm"": 1.3880904887802896}, ""planned_points"": [{""ambient_temperature_c"": 37.18674059957266, ""c_rate"": 0.4635951195327392, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1064.8033228190866, ""dynamic_viscosity_pa_s"": 0.0036650055903546, ""specific_heat_j_kgk"": 3313.278755884975, ""thermal_conductivity_w_mk"": 0.3892941217788365}, ""external_htc_w_m2k"": 9.548656267113984, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 54.41907127649226, ""interconnects"": 1.4966077517004843, ""total"": 55.91567902819275}, ""inlet_temperature_c"": 20.23522637267017, ""operation"": ""charge"", ""soc"": 0.6749599633738398, ""soh"": 0.8069851078093051}, {""ambient_temperature_c"": 35.66145128570497, ""c_rate"": 0.4399499496270043, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.321867864771, ""dynamic_viscosity_pa_s"": 0.0010155855951213, ""specific_heat_j_kgk"": 4184.454920241506, ""thermal_conductivity_w_mk"": 0.59701073328638}, ""external_htc_w_m2k"": 4.9790946431458, ""flow_lpm"": 0.7410336614363668, ""heat_w"": {""cells"": 33.08961603149512, ""interconnects"": 4.0008839355385595, ""total"": 37.09049996703368}, ""inlet_temperature_c"": 19.436144006178395, ""operation"": ""charge"", ""soc"": 0.4001407518982887, ""soh"": 0.9645238247700034}, {""ambient_temperature_c"": 26.986148562282324, ""c_rate"": 0.2700429532964184, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1036.0467442350557, ""dynamic_viscosity_pa_s"": 0.0018878379426104, ""specific_heat_j_kgk"": 3732.145465159563, ""thermal_conductivity_w_mk"": 0.4692939539263814}, ""external_htc_w_m2k"": 6.492378973402083, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 39.12474872519261, ""interconnects"": 1.3442460359031927, ""total"": 40.4689947610958}, ""inlet_temperature_c"": 24.76043574977666, ""operation"": ""charge"", ""soc"": 0.1009369956795126, ""soh"": 0.7373257994651794}, {""ambient_temperature_c"": 20.88019303046167, ""c_rate"": 0.3473108756924307, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1040.8502803140811, ""dynamic_viscosity_pa_s"": 0.0027235433175412, ""specific_heat_j_kgk"": 3696.6437047819654, ""thermal_conductivity_w_mk"": 0.4580730388483598}, ""external_htc_w_m2k"": 6.097239495255053, ""flow_lpm"": 1.1408828207663355, ""heat_w"": {""cells"": 152.38154043375013, ""interconnects"": 3.665205638941333, ""total"": 156.04674607269146}, ""inlet_temperature_c"": 12.711035107249677, ""operation"": ""discharge"", ""soc"": 0.5190593109000474, ""soh"": 0.7388277219608426}, {""ambient_temperature_c"": 12.673628684133291, ""c_rate"": 0.2160552443540563, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.4318479683304, ""dynamic_viscosity_pa_s"": 0.0012143170884983, ""specific_heat_j_kgk"": 4191.36689725356, ""thermal_conductivity_w_mk"": 0.5840637503553311}, ""external_htc_w_m2k"": 3.106087502092123, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 73.70315235751916, ""interconnects"": 0.5482507934247114, ""total"": 74.25140315094387}, ""inlet_temperature_c"": 12.58212864003163, ""operation"": ""discharge"", ""soc"": 0.2198553757742047, ""soh"": 0.9616297821514308}], ""plate"": {""channel_diameter_mm"": 4.760717132886749, ""flow_direction"": ""widthwise_y"", ""height_mm"": 13.25, ""inlet_face"": ""front"", ""layout"": ""headerless_serpentine"", ""length_mm"": 556.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 2.8270875103771687, ""outlet_face"": ""back"", ""parallel_paths"": 1, ""port_diameter_mm"": 4.760717132886749, ""turns"": 4, ""width_mm"": 371.0}}",,"{""limits_C"": {""X"": 18.5, ""Y"": 32.0}, ""links"": {""1"": ""E"", ""2"": ""A"", ""3"": ""F"", ""4"": ""D"", ""5"": ""C""}, ""misfiled"": ""B"", ""peak_C"": {""X"": 21.668359375000023, ""Y"": 32.9604431152344}, ""rise_K"": {""X"": 15.832683796435617, ""Y"": 3.0636410208672373}, ""signoff"": {""X"": ""fail"", ""Y"": ""fail""}}","{""params"": {}, ""scorer"": ""campaign""}","{""duty_modes"": [""chilled_high_load_tail"", ""thermal_stress_tail""], ""duty_regimes"": [""mixed"", ""load_dominated""], ""fit_clearance_scales"": [2.98, 3.17], ""interstitial"": ""potting"", ""non_controller_duties"": 2, ""profile"": ""training"", ""signoff"": ""fail_fail"", ""stray_state"": ""rise"", ""training_format"": ""campaign_5p"", ""trap_duties"": 0, ""uniqueness_ratio"": 1.201}","{""answer_case_names"": [""case11746"", ""case11752"", ""case11749"", ""case11748"", ""case11745"", ""case11750"", ""case11751"", ""case12922""], ""case_names"": [""case11746"", ""case11752"", ""case11749"", ""case11748"", ""case11745"", ""case11750"", ""case11751"", ""case12922""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case11750"", ""case11751""], ""geometry_ids"": [""geom_03eef5867fa8dbb3"", ""geom_03eef5867fa8dbb3"", ""geom_03eef5867fa8dbb3"", ""geom_03eef5867fa8dbb3"", ""geom_03eef5867fa8dbb3"", ""geom_03eef5867fa8dbb3"", ""geom_03eef5867fa8dbb3"", ""geom_941b0c1c0dbd6523""], ""point_cases"": [""case11746"", ""case11752"", ""case11749"", ""case11748"", ""case11745""], ""solve_signatures"": [""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+cht-bounded-flow-progress-v1+cht-solid-topology-reuse-v1+cht-secondary-accuracy-recovery-v1+cht-secondary-failure-evidence-v1+cht-sibling-flow-initial-guess-v1+cht-certified-cfl-gate-v1+cht-hydraulic-envelope-explicit-v1+cht-cfl-edge-memory-v1+cht-stationary-plateau-acceptance-v1+cht-sfd-float64-v1+cht-sibling-thermal-initial-guess-v1+cht-pressure-endgame-v1+cht-buoyant-spinup-fail-fast-v1+cht-period-two-cfl-guard-v1+cht-growth-endgame-v1+cht-secondary-screening-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-polymesh-flow-gate+native-polymesh-bounded-pressure-recovery+native-polymesh-fixed-outlet-handoff+native-polymesh-point-velocity-trust+native-polymesh-mass-recovery-cut+native-polymesh-zero-hot-cell-speed-rail+native-polymesh-progressive-mass-recovery+native-polymesh-owner-window-cfl-recovery+flow-gate-fixed-outlet-pressure-drop+cutcell-face-normal-boundary-distance+cutcell-postclosure-owner-dose+durable-flow-restart+sealed-gap-buoyancy-gate+acm-potential-wall-ramp+acm-reference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-12-v6\""""], ""stray_case"": ""case12922""}" ejb-training-0.1-train_val-campaign-00018-4cb937,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The five planned test points are listed below. Six result sheets came back from the rig, but their labels were lost and some entries are illegible. Five belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 36 x EVE LF105-class prismatic cell (105 Ah, LFP/graphite, 130 x 36.4 x 200 mm) in a rectangular grid of 9 rows x 4 columns, 2.0 mm cell spacing; a 1.4 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headerless serpentine plate, 556 x 371 x 13.2 mm; 1 serpentine circuit(s) with 4 turns each, ports connected directly to the channels; channel diameter 4.76 mm, flow across the plate width (y); ports 4.76 mm on the front (inlet) and back (outlet) faces; minimum wall 2.8 mm. Planned test points 1: Coolant 50 wt% ethylene glycol / water at 20.2 °C inlet, 0.500 L/min (density 1065 kg/m³, cp 3313 J/kgK, viscosity 3.67 mPa·s). Ambient 37.2 °C, external heat-transfer coefficient 9.5 W/m²K on exposed surfaces. Load: charge at 0.464C, SOC 67%, state of health 81%; total heat generation 55.9 W (54.4 W in cells, 1.50 W in terminals/interconnects, applied uniformly). 2: Coolant 50 wt% ethylene glycol / water at 22.9 °C inlet, 0.500 L/min (density 1063 kg/m³, cp 3327 J/kgK, viscosity 3.37 mPa·s). Ambient 30.4 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.287C, SOC 92%, state of health 89%; total heat generation 19.1 W (18.7 W in cells, 0.400 W in terminals/interconnects, applied uniformly). 3: Coolant 30 wt% ethylene glycol / water at 24.8 °C inlet, 0.500 L/min (density 1036 kg/m³, cp 3732 J/kgK, viscosity 1.89 mPa·s). Ambient 27.0 °C, external heat-transfer coefficient 6.5 W/m²K on exposed surfaces. Load: charge at 0.270C, SOC 10%, state of health 74%; total heat generation 40.5 W (39.1 W in cells, 1.34 W in terminals/interconnects, applied uniformly). 4: Coolant 50 wt% ethylene glycol / water at 29.9 °C inlet, 0.500 L/min (density 1059 kg/m³, cp 3363 J/kgK, viscosity 2.74 mPa·s). Ambient 32.6 °C, external heat-transfer coefficient 8.6 W/m²K on exposed surfaces. Load: discharge at 0.227C, SOC 80%, state of health 82%; total heat generation 33.1 W (32.3 W in cells, 0.798 W in terminals/interconnects, applied uniformly). 5: Coolant water at 12.6 °C inlet, 0.500 L/min (density 999.4 kg/m³, cp 4191 J/kgK, viscosity 1.21 mPa·s). Ambient 12.7 °C, external heat-transfer coefficient 3.1 W/m²K on exposed surfaces. Load: discharge at 0.216C, SOC 22%, state of health 96%; total heat generation 74.3 W (73.7 W in cells, 0.548 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 6.16 K; cell spread 4.24 K; coolant rise illegible; pressure drop 7.80 kPa B peak cell rise 3.14 K; cell spread 2.26 K; coolant rise 1.23 K; pressure drop 5.05 kPa C peak cell rise 3.06 K; cell spread 2.07 K; coolant rise illegible; pressure drop 6.69 kPa D peak cell rise 4.14 K; cell spread 3.23 K; coolant rise 1.55 K; pressure drop illegible E peak cell rise 14.1 K; cell spread 9.71 K; coolant rise 5.26 K; pressure drop illegible F peak cell rise 3.31 K; cell spread 2.12 K; coolant rise 1.39 K; pressure drop 2.88 kPa Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 28.5 °C): Coolant water at 19.4 °C inlet, 0.741 L/min (density 998.3 kg/m³, cp 4184 J/kgK, viscosity 1.02 mPa·s). Ambient 35.7 °C, external heat-transfer coefficient 5.0 W/m²K on exposed surfaces. Load: charge at 0.440C, SOC 40%, state of health 96%; total heat generation 37.1 W (33.1 W in cells, 4.00 W in terminals/interconnects, applied uniformly). Duty Y (limit 24.5 °C): Coolant 30 wt% ethylene glycol / water at 5.8 °C inlet, 0.500 L/min (density 1043 kg/m³, cp 3676 J/kgK, viscosity 3.45 mPa·s). Ambient 22.6 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 0.371C, SOC 56%, state of health 88%; total heat generation 126 W (124 W in cells, 1.34 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""5\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 35.66145128570497, ""c_rate"": 0.4399499496270043, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.321867864771, ""dynamic_viscosity_pa_s"": 0.0010155855951213, ""specific_heat_j_kgk"": 4184.454920241506, ""thermal_conductivity_w_mk"": 0.59701073328638}, ""external_htc_w_m2k"": 4.9790946431458, ""flow_lpm"": 0.7410336614363668, ""heat_w"": {""cells"": 33.08961603149512, ""interconnects"": 4.0008839355385595, ""total"": 37.09049996703368}, ""inlet_temperature_c"": 19.436144006178395, ""operation"": ""charge"", ""soc"": 0.4001407518982887, ""soh"": 0.9645238247700034}, {""ambient_temperature_c"": 22.64533050358295, ""c_rate"": 0.370912118314346, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1043.203750594585, ""dynamic_viscosity_pa_s"": 0.003452906912079, ""specific_heat_j_kgk"": 3675.919503953092, ""thermal_conductivity_w_mk"": 0.4515389123135661}, ""external_htc_w_m2k"": 10.667345054447653, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 124.41927479240772, ""interconnects"": 1.3407065440892578, ""total"": 125.75998133649698}, ""inlet_temperature_c"": 5.835675578564405, ""operation"": ""discharge"", ""soc"": 0.5564759506378323, ""soh"": 0.8826080623082816}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 105.0, ""cell_count"": 36, ""cell_dimensions_mm"": {""height"": 200.5, ""length"": 130.3, ""width"": 36.35}, ""cell_family"": ""eve_lf105"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 1.9751586467027664, ""chemistry"": ""LFP/graphite"", ""columns"": 4, ""interstitial"": ""potting"", ""plate_coverage"": 0.9050849569181504, ""rows"": 9, ""tim_thickness_mm"": 1.3880904887802896}, ""planned_points"": [{""ambient_temperature_c"": 37.18674059957266, ""c_rate"": 0.4635951195327392, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1064.8033228190866, ""dynamic_viscosity_pa_s"": 0.0036650055903546, ""specific_heat_j_kgk"": 3313.278755884975, ""thermal_conductivity_w_mk"": 0.3892941217788365}, ""external_htc_w_m2k"": 9.548656267113984, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 54.41907127649226, ""interconnects"": 1.4966077517004843, ""total"": 55.91567902819275}, ""inlet_temperature_c"": 20.23522637267017, ""operation"": ""charge"", ""soc"": 0.6749599633738398, ""soh"": 0.8069851078093051}, {""ambient_temperature_c"": 30.386423179879785, ""c_rate"": 0.2873628732876327, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1063.359251496699, ""dynamic_viscosity_pa_s"": 0.0033652068267557, ""specific_heat_j_kgk"": 3327.274320219277, ""thermal_conductivity_w_mk"": 0.3909538778336956}, ""external_htc_w_m2k"": 10.92226991057396, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 18.70968879488975, ""interconnects"": 0.3995423194745379, ""total"": 19.10923111436429}, ""inlet_temperature_c"": 22.912836019962487, ""operation"": ""charge"", ""soc"": 0.9202094030100852, ""soh"": 0.8935456027276814}, {""ambient_temperature_c"": 26.986148562282324, ""c_rate"": 0.2700429532964184, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1036.0467442350557, ""dynamic_viscosity_pa_s"": 0.0018878379426104, ""specific_heat_j_kgk"": 3732.145465159563, ""thermal_conductivity_w_mk"": 0.4692939539263814}, ""external_htc_w_m2k"": 6.492378973402083, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 39.12474872519261, ""interconnects"": 1.3442460359031927, ""total"": 40.4689947610958}, ""inlet_temperature_c"": 24.76043574977666, ""operation"": ""charge"", ""soc"": 0.1009369956795126, ""soh"": 0.7373257994651794}, {""ambient_temperature_c"": 32.56822355557233, ""c_rate"": 0.226853543422272, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1059.4475298696436, ""dynamic_viscosity_pa_s"": 0.0027365611652648, ""specific_heat_j_kgk"": 3363.0304604293096, ""thermal_conductivity_w_mk"": 0.3952841791113316}, ""external_htc_w_m2k"": 8.55277628544718, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 32.31366747415222, ""interconnects"": 0.7976973326782599, ""total"": 33.11136480683048}, ""inlet_temperature_c"": 29.896802094367185, ""operation"": ""discharge"", ""soc"": 0.8017256673425436, ""soh"": 0.8191683555021881}, {""ambient_temperature_c"": 12.673628684133291, ""c_rate"": 0.2160552443540563, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.4318479683304, ""dynamic_viscosity_pa_s"": 0.0012143170884983, ""specific_heat_j_kgk"": 4191.36689725356, ""thermal_conductivity_w_mk"": 0.5840637503553311}, ""external_htc_w_m2k"": 3.106087502092123, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 73.70315235751916, ""interconnects"": 0.5482507934247114, ""total"": 74.25140315094387}, ""inlet_temperature_c"": 12.58212864003163, ""operation"": ""discharge"", ""soc"": 0.2198553757742047, ""soh"": 0.9616297821514308}], ""plate"": {""channel_diameter_mm"": 4.760717132886749, ""flow_direction"": ""widthwise_y"", ""height_mm"": 13.25, ""inlet_face"": ""front"", ""layout"": ""headerless_serpentine"", ""length_mm"": 556.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 2.8270875103771687, ""outlet_face"": ""back"", ""parallel_paths"": 1, ""port_diameter_mm"": 4.760717132886749, ""turns"": 4, ""width_mm"": 371.0}}",,"{""limits_C"": {""X"": 28.5, ""Y"": 24.5}, ""links"": {""1"": ""E"", ""2"": ""A"", ""3"": ""B"", ""4"": ""C"", ""5"": ""D""}, ""misfiled"": ""F"", ""peak_C"": {""X"": 29.991540527343773, ""Y"": 21.668359375000023}, ""rise_K"": {""X"": 10.555396521165392, ""Y"": 15.832683796435617}, ""signoff"": {""X"": ""fail"", ""Y"": ""pass""}}","{""params"": {}, ""scorer"": ""campaign""}","{""duty_modes"": [""hydraulic_exploration"", ""chilled_high_load_tail""], ""duty_regimes"": [""ambient_heated"", ""mixed""], ""fit_clearance_scales"": [6.39, 0.7], ""interstitial"": ""potting"", ""non_controller_duties"": 2, ""profile"": ""training"", ""signoff"": ""fail_pass"", ""stray_state"": ""whole"", ""training_format"": ""campaign_5p"", ""trap_duties"": 0, ""uniqueness_ratio"": 1.013}","{""answer_case_names"": [""case11746"", ""case11747"", ""case11749"", ""case11751"", ""case11745"", ""case11752"", ""case11750"", ""case13398""], ""case_names"": [""case11746"", ""case11747"", ""case11749"", ""case11751"", ""case11745"", ""case11752"", ""case11750"", ""case13398""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case11752"", ""case11750""], ""geometry_ids"": [""geom_03eef5867fa8dbb3"", ""geom_03eef5867fa8dbb3"", ""geom_03eef5867fa8dbb3"", ""geom_03eef5867fa8dbb3"", ""geom_03eef5867fa8dbb3"", ""geom_03eef5867fa8dbb3"", ""geom_03eef5867fa8dbb3"", ""geom_2971cd29a52a4162""], ""point_cases"": [""case11746"", ""case11747"", ""case11749"", ""case11751"", ""case11745""], ""solve_signatures"": [""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+cht-bounded-flow-progress-v1+cht-solid-topology-reuse-v1+cht-secondary-accuracy-recovery-v1+cht-secondary-failure-evidence-v1+cht-sibling-flow-initial-guess-v1+cht-certified-cfl-gate-v1+cht-hydraulic-envelope-explicit-v1+cht-cfl-edge-memory-v1+cht-stationary-plateau-acceptance-v1+cht-sfd-float64-v1+cht-sibling-thermal-initial-guess-v1+cht-pressure-endgame-v1+cht-buoyant-spinup-fail-fast-v1+cht-period-two-cfl-guard-v1+cht-growth-endgame-v1+cht-secondary-screening-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-polymesh-flow-gate+native-polymesh-bounded-pressure-recovery+native-polymesh-fixed-outlet-handoff+native-polymesh-point-velocity-trust+native-polymesh-mass-recovery-cut+native-polymesh-zero-hot-cell-speed-rail+native-polymesh-progressive-mass-recovery+native-polymesh-owner-window-cfl-recovery+flow-gate-fixed-outlet-pressure-drop+cutcell-face-normal-boundary-distance+cutcell-postclosure-owner-dose+durable-flow-restart+sealed-gap-buoyancy-gate+acm-potential-wall-ramp+acm-reference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-12-v6\""""], ""stray_case"": ""case13398""}" ejb-training-0.1-train_val-campaign-00021-f4a0b1,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The four planned test points are listed below. Five result sheets came back from the rig, but their labels were lost and some entries are illegible. Four belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 36 x EVE LF105-class prismatic cell (105 Ah, LFP/graphite, 130 x 36.4 x 200 mm) in a rectangular grid of 9 rows x 4 columns, 2.0 mm cell spacing; a 1.4 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headerless serpentine plate, 556 x 371 x 13.2 mm; 1 serpentine circuit(s) with 4 turns each, ports connected directly to the channels; channel diameter 4.76 mm, flow across the plate width (y); ports 4.76 mm on the front (inlet) and back (outlet) faces; minimum wall 2.8 mm. Planned test points 1: Coolant 30 wt% ethylene glycol / water at 24.8 °C inlet, 0.500 L/min (density 1036 kg/m³, cp 3732 J/kgK, viscosity 1.89 mPa·s). Ambient 27.0 °C, external heat-transfer coefficient 6.5 W/m²K on exposed surfaces. Load: charge at 0.270C, SOC 10%, state of health 74%; total heat generation 40.5 W (39.1 W in cells, 1.34 W in terminals/interconnects, applied uniformly). 2: Coolant 50 wt% ethylene glycol / water at 20.2 °C inlet, 0.500 L/min (density 1065 kg/m³, cp 3313 J/kgK, viscosity 3.67 mPa·s). Ambient 37.2 °C, external heat-transfer coefficient 9.5 W/m²K on exposed surfaces. Load: charge at 0.464C, SOC 67%, state of health 81%; total heat generation 55.9 W (54.4 W in cells, 1.50 W in terminals/interconnects, applied uniformly). 3: Coolant 30 wt% ethylene glycol / water at 12.7 °C inlet, 1.14 L/min (density 1041 kg/m³, cp 3697 J/kgK, viscosity 2.72 mPa·s). Ambient 20.9 °C, external heat-transfer coefficient 6.1 W/m²K on exposed surfaces. Load: discharge at 0.347C, SOC 52%, state of health 74%; total heat generation 156 W (152 W in cells, 3.67 W in terminals/interconnects, applied uniformly). 4: Coolant water at 12.6 °C inlet, 0.500 L/min (density 999.4 kg/m³, cp 4191 J/kgK, viscosity 1.21 mPa·s). Ambient 12.7 °C, external heat-transfer coefficient 3.1 W/m²K on exposed surfaces. Load: discharge at 0.216C, SOC 22%, state of health 96%; total heat generation 74.3 W (73.7 W in cells, 0.548 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 10.3 K; cell spread 7.75 K; coolant rise illegible; pressure drop 18.7 kPa B peak cell rise 3.14 K; cell spread 2.26 K; coolant rise 1.23 K; pressure drop 5.05 kPa C peak cell rise 4.14 K; cell spread 3.23 K; coolant rise illegible; pressure drop 3.60 kPa D peak cell rise 14.5 K; cell spread 9.67 K; coolant rise 5.49 K; pressure drop illegible E peak cell rise 14.1 K; cell spread 9.71 K; coolant rise 5.26 K; pressure drop illegible Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 34.0 °C): Coolant 50 wt% ethylene glycol / water at 29.9 °C inlet, 0.500 L/min (density 1059 kg/m³, cp 3363 J/kgK, viscosity 2.74 mPa·s). Ambient 32.6 °C, external heat-transfer coefficient 8.6 W/m²K on exposed surfaces. Load: discharge at 0.227C, SOC 80%, state of health 82%; total heat generation 33.1 W (32.3 W in cells, 0.798 W in terminals/interconnects, applied uniformly). Duty Y (limit 32.0 °C): Coolant water at 19.4 °C inlet, 0.741 L/min (density 998.3 kg/m³, cp 4184 J/kgK, viscosity 1.02 mPa·s). Ambient 35.7 °C, external heat-transfer coefficient 5.0 W/m²K on exposed surfaces. Load: charge at 0.440C, SOC 40%, state of health 96%; total heat generation 37.1 W (33.1 W in cells, 4.00 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""4\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 32.56822355557233, ""c_rate"": 0.226853543422272, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1059.4475298696436, ""dynamic_viscosity_pa_s"": 0.0027365611652648, ""specific_heat_j_kgk"": 3363.0304604293096, ""thermal_conductivity_w_mk"": 0.3952841791113316}, ""external_htc_w_m2k"": 8.55277628544718, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 32.31366747415222, ""interconnects"": 0.7976973326782599, ""total"": 33.11136480683048}, ""inlet_temperature_c"": 29.896802094367185, ""operation"": ""discharge"", ""soc"": 0.8017256673425436, ""soh"": 0.8191683555021881}, {""ambient_temperature_c"": 35.66145128570497, ""c_rate"": 0.4399499496270043, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.321867864771, ""dynamic_viscosity_pa_s"": 0.0010155855951213, ""specific_heat_j_kgk"": 4184.454920241506, ""thermal_conductivity_w_mk"": 0.59701073328638}, ""external_htc_w_m2k"": 4.9790946431458, ""flow_lpm"": 0.7410336614363668, ""heat_w"": {""cells"": 33.08961603149512, ""interconnects"": 4.0008839355385595, ""total"": 37.09049996703368}, ""inlet_temperature_c"": 19.436144006178395, ""operation"": ""charge"", ""soc"": 0.4001407518982887, ""soh"": 0.9645238247700034}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 105.0, ""cell_count"": 36, ""cell_dimensions_mm"": {""height"": 200.5, ""length"": 130.3, ""width"": 36.35}, ""cell_family"": ""eve_lf105"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 1.9751586467027664, ""chemistry"": ""LFP/graphite"", ""columns"": 4, ""interstitial"": ""potting"", ""plate_coverage"": 0.9050849569181504, ""rows"": 9, ""tim_thickness_mm"": 1.3880904887802896}, ""planned_points"": [{""ambient_temperature_c"": 26.986148562282324, ""c_rate"": 0.2700429532964184, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1036.0467442350557, ""dynamic_viscosity_pa_s"": 0.0018878379426104, ""specific_heat_j_kgk"": 3732.145465159563, ""thermal_conductivity_w_mk"": 0.4692939539263814}, ""external_htc_w_m2k"": 6.492378973402083, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 39.12474872519261, ""interconnects"": 1.3442460359031927, ""total"": 40.4689947610958}, ""inlet_temperature_c"": 24.76043574977666, ""operation"": ""charge"", ""soc"": 0.1009369956795126, ""soh"": 0.7373257994651794}, {""ambient_temperature_c"": 37.18674059957266, ""c_rate"": 0.4635951195327392, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1064.8033228190866, ""dynamic_viscosity_pa_s"": 0.0036650055903546, ""specific_heat_j_kgk"": 3313.278755884975, ""thermal_conductivity_w_mk"": 0.3892941217788365}, ""external_htc_w_m2k"": 9.548656267113984, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 54.41907127649226, ""interconnects"": 1.4966077517004843, ""total"": 55.91567902819275}, ""inlet_temperature_c"": 20.23522637267017, ""operation"": ""charge"", ""soc"": 0.6749599633738398, ""soh"": 0.8069851078093051}, {""ambient_temperature_c"": 20.88019303046167, ""c_rate"": 0.3473108756924307, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1040.8502803140811, ""dynamic_viscosity_pa_s"": 0.0027235433175412, ""specific_heat_j_kgk"": 3696.6437047819654, ""thermal_conductivity_w_mk"": 0.4580730388483598}, ""external_htc_w_m2k"": 6.097239495255053, ""flow_lpm"": 1.1408828207663355, ""heat_w"": {""cells"": 152.38154043375013, ""interconnects"": 3.665205638941333, ""total"": 156.04674607269146}, ""inlet_temperature_c"": 12.711035107249677, ""operation"": ""discharge"", ""soc"": 0.5190593109000474, ""soh"": 0.7388277219608426}, {""ambient_temperature_c"": 12.673628684133291, ""c_rate"": 0.2160552443540563, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.4318479683304, ""dynamic_viscosity_pa_s"": 0.0012143170884983, ""specific_heat_j_kgk"": 4191.36689725356, ""thermal_conductivity_w_mk"": 0.5840637503553311}, ""external_htc_w_m2k"": 3.106087502092123, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 73.70315235751916, ""interconnects"": 0.5482507934247114, ""total"": 74.25140315094387}, ""inlet_temperature_c"": 12.58212864003163, ""operation"": ""discharge"", ""soc"": 0.2198553757742047, ""soh"": 0.9616297821514308}], ""plate"": {""channel_diameter_mm"": 4.760717132886749, ""flow_direction"": ""widthwise_y"", ""height_mm"": 13.25, ""inlet_face"": ""front"", ""layout"": ""headerless_serpentine"", ""length_mm"": 556.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 2.8270875103771687, ""outlet_face"": ""back"", ""parallel_paths"": 1, ""port_diameter_mm"": 4.760717132886749, ""turns"": 4, ""width_mm"": 371.0}}",,"{""limits_C"": {""X"": 34.0, ""Y"": 32.0}, ""links"": {""1"": ""B"", ""2"": ""E"", ""3"": ""A"", ""4"": ""C""}, ""misfiled"": ""D"", ""peak_C"": {""X"": 32.9604431152344, ""Y"": 29.991540527343773}, ""rise_K"": {""X"": 3.0636410208672373, ""Y"": 10.555396521165392}, ""signoff"": {""X"": ""pass"", ""Y"": ""pass""}}","{""params"": {}, ""scorer"": ""campaign""}","{""duty_modes"": [""thermal_stress_tail"", ""hydraulic_exploration""], ""duty_regimes"": [""load_dominated"", ""ambient_heated""], ""fit_clearance_scales"": [0.93, 0.75], ""interstitial"": ""potting"", ""non_controller_duties"": 2, ""profile"": ""training"", ""signoff"": ""pass_pass"", ""stray_state"": ""dP"", ""training_format"": ""campaign_4p"", ""trap_duties"": 0, ""uniqueness_ratio"": 1.051}","{""answer_case_names"": [""case11749"", ""case11746"", ""case11748"", ""case11745"", ""case11751"", ""case11752"", ""case12922""], ""case_names"": [""case11749"", ""case11746"", ""case11748"", ""case11745"", ""case11751"", ""case11752"", ""case12922""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case11751"", ""case11752""], ""geometry_ids"": [""geom_03eef5867fa8dbb3"", ""geom_03eef5867fa8dbb3"", ""geom_03eef5867fa8dbb3"", ""geom_03eef5867fa8dbb3"", ""geom_03eef5867fa8dbb3"", ""geom_03eef5867fa8dbb3"", ""geom_941b0c1c0dbd6523""], ""point_cases"": [""case11749"", ""case11746"", ""case11748"", ""case11745""], ""solve_signatures"": [""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+cht-bounded-flow-progress-v1+cht-solid-topology-reuse-v1+cht-secondary-accuracy-recovery-v1+cht-secondary-failure-evidence-v1+cht-sibling-flow-initial-guess-v1+cht-certified-cfl-gate-v1+cht-hydraulic-envelope-explicit-v1+cht-cfl-edge-memory-v1+cht-stationary-plateau-acceptance-v1+cht-sfd-float64-v1+cht-sibling-thermal-initial-guess-v1+cht-pressure-endgame-v1+cht-buoyant-spinup-fail-fast-v1+cht-period-two-cfl-guard-v1+cht-growth-endgame-v1+cht-secondary-screening-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-polymesh-flow-gate+native-polymesh-bounded-pressure-recovery+native-polymesh-fixed-outlet-handoff+native-polymesh-point-velocity-trust+native-polymesh-mass-recovery-cut+native-polymesh-zero-hot-cell-speed-rail+native-polymesh-progressive-mass-recovery+native-polymesh-owner-window-cfl-recovery+flow-gate-fixed-outlet-pressure-drop+cutcell-face-normal-boundary-distance+cutcell-postclosure-owner-dose+durable-flow-restart+sealed-gap-buoyancy-gate+acm-potential-wall-ramp+acm-reference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-12-v6\""""], ""stray_case"": ""case12922""}" ejb-training-0.1-train_val-campaign-00022-cc538e,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The four planned test points are listed below. Five result sheets came back from the rig, but their labels were lost and some entries are illegible. Four belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 36 x EVE LF105-class prismatic cell (105 Ah, LFP/graphite, 130 x 36.4 x 200 mm) in a rectangular grid of 9 rows x 4 columns, 2.0 mm cell spacing; a 1.4 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headerless serpentine plate, 556 x 371 x 13.2 mm; 1 serpentine circuit(s) with 4 turns each, ports connected directly to the channels; channel diameter 4.76 mm, flow across the plate width (y); ports 4.76 mm on the front (inlet) and back (outlet) faces; minimum wall 2.8 mm. Planned test points 1: Coolant water at 19.4 °C inlet, 0.741 L/min (density 998.3 kg/m³, cp 4184 J/kgK, viscosity 1.02 mPa·s). Ambient 35.7 °C, external heat-transfer coefficient 5.0 W/m²K on exposed surfaces. Load: charge at 0.440C, SOC 40%, state of health 96%; total heat generation 37.1 W (33.1 W in cells, 4.00 W in terminals/interconnects, applied uniformly). 2: Coolant 30 wt% ethylene glycol / water at 24.8 °C inlet, 0.500 L/min (density 1036 kg/m³, cp 3732 J/kgK, viscosity 1.89 mPa·s). Ambient 27.0 °C, external heat-transfer coefficient 6.5 W/m²K on exposed surfaces. Load: charge at 0.270C, SOC 10%, state of health 74%; total heat generation 40.5 W (39.1 W in cells, 1.34 W in terminals/interconnects, applied uniformly). 3: Coolant 30 wt% ethylene glycol / water at 12.7 °C inlet, 1.14 L/min (density 1041 kg/m³, cp 3697 J/kgK, viscosity 2.72 mPa·s). Ambient 20.9 °C, external heat-transfer coefficient 6.1 W/m²K on exposed surfaces. Load: discharge at 0.347C, SOC 52%, state of health 74%; total heat generation 156 W (152 W in cells, 3.67 W in terminals/interconnects, applied uniformly). 4: Coolant 50 wt% ethylene glycol / water at 20.2 °C inlet, 0.500 L/min (density 1065 kg/m³, cp 3313 J/kgK, viscosity 3.67 mPa·s). Ambient 37.2 °C, external heat-transfer coefficient 9.5 W/m²K on exposed surfaces. Load: charge at 0.464C, SOC 67%, state of health 81%; total heat generation 55.9 W (54.4 W in cells, 1.50 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 10.7 K; cell spread 5.73 K; coolant rise 8.88 K; pressure drop illegible B peak cell rise 14.1 K; cell spread 9.71 K; coolant rise 5.26 K; pressure drop illegible C peak cell rise 10.3 K; cell spread 7.75 K; coolant rise illegible; pressure drop 18.7 kPa D peak cell rise 10.6 K; cell spread 8.58 K; coolant rise 2.64 K; pressure drop 6.97 kPa E peak cell rise 3.14 K; cell spread 2.26 K; coolant rise illegible; pressure drop 5.05 kPa Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 25.0 °C): Coolant 30 wt% ethylene glycol / water at 5.8 °C inlet, 0.500 L/min (density 1043 kg/m³, cp 3676 J/kgK, viscosity 3.45 mPa·s). Ambient 22.6 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 0.371C, SOC 56%, state of health 88%; total heat generation 126 W (124 W in cells, 1.34 W in terminals/interconnects, applied uniformly). Duty Y (limit 32.0 °C): Coolant 50 wt% ethylene glycol / water at 29.9 °C inlet, 0.500 L/min (density 1059 kg/m³, cp 3363 J/kgK, viscosity 2.74 mPa·s). Ambient 32.6 °C, external heat-transfer coefficient 8.6 W/m²K on exposed surfaces. Load: discharge at 0.227C, SOC 80%, state of health 82%; total heat generation 33.1 W (32.3 W in cells, 0.798 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""4\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 22.64533050358295, ""c_rate"": 0.370912118314346, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1043.203750594585, ""dynamic_viscosity_pa_s"": 0.003452906912079, ""specific_heat_j_kgk"": 3675.919503953092, ""thermal_conductivity_w_mk"": 0.4515389123135661}, ""external_htc_w_m2k"": 10.667345054447653, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 124.41927479240772, ""interconnects"": 1.3407065440892578, ""total"": 125.75998133649698}, ""inlet_temperature_c"": 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esh-flow-gate+native-polymesh-bounded-pressure-recovery+native-polymesh-fixed-outlet-handoff+native-polymesh-point-velocity-trust+native-polymesh-mass-recovery-cut+native-polymesh-zero-hot-cell-speed-rail+native-polymesh-progressive-mass-recovery+native-polymesh-owner-window-cfl-recovery+flow-gate-fixed-outlet-pressure-drop+cutcell-face-normal-boundary-distance+cutcell-postclosure-owner-dose+durable-flow-restart+sealed-gap-buoyancy-gate+acm-potential-wall-ramp+acm-reference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-12-v6\""""], ""stray_case"": ""case04212""}" ejb-training-0.1-train_val-campaign-00023-7a671f,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The four planned test points are listed below. Five result sheets came back from the rig, but their labels were lost and some entries are illegible. Four belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 36 x EVE LF105-class prismatic cell (105 Ah, LFP/graphite, 130 x 36.4 x 200 mm) in a rectangular grid of 9 rows x 4 columns, 2.0 mm cell spacing; a 1.4 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headerless serpentine plate, 556 x 371 x 13.2 mm; 1 serpentine circuit(s) with 4 turns each, ports connected directly to the channels; channel diameter 4.76 mm, flow across the plate width (y); ports 4.76 mm on the front (inlet) and back (outlet) faces; minimum wall 2.8 mm. Planned test points 1: Coolant water at 12.6 °C inlet, 0.500 L/min (density 999.4 kg/m³, cp 4191 J/kgK, viscosity 1.21 mPa·s). Ambient 12.7 °C, external heat-transfer coefficient 3.1 W/m²K on exposed surfaces. Load: discharge at 0.216C, SOC 22%, state of health 96%; total heat generation 74.3 W (73.7 W in cells, 0.548 W in terminals/interconnects, applied uniformly). 2: Coolant 50 wt% ethylene glycol / water at 22.9 °C inlet, 0.500 L/min (density 1063 kg/m³, cp 3327 J/kgK, viscosity 3.37 mPa·s). Ambient 30.4 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.287C, SOC 92%, state of health 89%; total heat generation 19.1 W (18.7 W in cells, 0.400 W in terminals/interconnects, applied uniformly). 3: Coolant 50 wt% ethylene glycol / water at 20.2 °C inlet, 0.500 L/min (density 1065 kg/m³, cp 3313 J/kgK, viscosity 3.67 mPa·s). Ambient 37.2 °C, external heat-transfer coefficient 9.5 W/m²K on exposed surfaces. Load: charge at 0.464C, SOC 67%, state of health 81%; total heat generation 55.9 W (54.4 W in cells, 1.50 W in terminals/interconnects, applied uniformly). 4: Coolant 30 wt% ethylene glycol / water at 24.8 °C inlet, 0.500 L/min (density 1036 kg/m³, cp 3732 J/kgK, viscosity 1.89 mPa·s). Ambient 27.0 °C, external heat-transfer coefficient 6.5 W/m²K on exposed surfaces. Load: charge at 0.270C, SOC 10%, state of health 74%; total heat generation 40.5 W (39.1 W in cells, 1.34 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 6.16 K; cell spread 4.24 K; coolant rise illegible; pressure drop 7.80 kPa B peak cell rise 14.1 K; cell spread 9.71 K; coolant rise 5.26 K; pressure drop 8.32 kPa C peak cell rise 3.95 K; cell spread 2.92 K; coolant rise 0.507 K; pressure drop illegible D peak cell rise 4.14 K; cell spread 3.23 K; coolant rise 1.55 K; pressure drop illegible E peak cell rise 3.14 K; cell spread 2.26 K; coolant rise illegible; pressure drop 5.05 kPa Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 32.0 °C): Coolant 50 wt% ethylene glycol / water at 29.9 °C inlet, 0.500 L/min (density 1059 kg/m³, cp 3363 J/kgK, viscosity 2.74 mPa·s). Ambient 32.6 °C, external heat-transfer coefficient 8.6 W/m²K on exposed surfaces. Load: discharge at 0.227C, SOC 80%, state of health 82%; total heat generation 33.1 W (32.3 W in cells, 0.798 W in terminals/interconnects, applied uniformly). Duty Y (limit 19.5 °C): Coolant 30 wt% ethylene glycol / water at 5.8 °C inlet, 0.500 L/min (density 1043 kg/m³, cp 3676 J/kgK, viscosity 3.45 mPa·s). Ambient 22.6 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 0.371C, SOC 56%, state of health 88%; total heat generation 126 W (124 W in cells, 1.34 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""4\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 32.56822355557233, ""c_rate"": 0.226853543422272, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1059.4475298696436, ""dynamic_viscosity_pa_s"": 0.0027365611652648, ""specific_heat_j_kgk"": 3363.0304604293096, ""thermal_conductivity_w_mk"": 0.3952841791113316}, ""external_htc_w_m2k"": 8.55277628544718, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 32.31366747415222, ""interconnects"": 0.7976973326782599, ""total"": 33.11136480683048}, ""inlet_temperature_c"": 29.896802094367185, ""operation"": ""discharge"", ""soc"": 0.8017256673425436, ""soh"": 0.8191683555021881}, {""ambient_temperature_c"": 22.64533050358295, ""c_rate"": 0.370912118314346, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1043.203750594585, ""dynamic_viscosity_pa_s"": 0.003452906912079, ""specific_heat_j_kgk"": 3675.919503953092, ""thermal_conductivity_w_mk"": 0.4515389123135661}, ""external_htc_w_m2k"": 10.667345054447653, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 124.41927479240772, ""interconnects"": 1.3407065440892578, ""total"": 125.75998133649698}, ""inlet_temperature_c"": 5.835675578564405, ""operation"": ""discharge"", ""soc"": 0.5564759506378323, ""soh"": 0.8826080623082816}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 105.0, ""cell_count"": 36, ""cell_dimensions_mm"": {""height"": 200.5, ""length"": 130.3, ""width"": 36.35}, ""cell_family"": ""eve_lf105"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 1.9751586467027664, ""chemistry"": ""LFP/graphite"", ""columns"": 4, ""interstitial"": ""potting"", ""plate_coverage"": 0.9050849569181504, ""rows"": 9, ""tim_thickness_mm"": 1.3880904887802896}, ""planned_points"": [{""ambient_temperature_c"": 12.673628684133291, ""c_rate"": 0.2160552443540563, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.4318479683304, ""dynamic_viscosity_pa_s"": 0.0012143170884983, ""specific_heat_j_kgk"": 4191.36689725356, ""thermal_conductivity_w_mk"": 0.5840637503553311}, ""external_htc_w_m2k"": 3.106087502092123, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 73.70315235751916, ""interconnects"": 0.5482507934247114, ""total"": 74.25140315094387}, ""inlet_temperature_c"": 12.58212864003163, ""operation"": ""discharge"", ""soc"": 0.2198553757742047, ""soh"": 0.9616297821514308}, {""ambient_temperature_c"": 30.386423179879785, ""c_rate"": 0.2873628732876327, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1063.359251496699, ""dynamic_viscosity_pa_s"": 0.0033652068267557, ""specific_heat_j_kgk"": 3327.274320219277, ""thermal_conductivity_w_mk"": 0.3909538778336956}, ""external_htc_w_m2k"": 10.92226991057396, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 18.70968879488975, ""interconnects"": 0.3995423194745379, ""total"": 19.10923111436429}, ""inlet_temperature_c"": 22.912836019962487, ""operation"": ""charge"", ""soc"": 0.9202094030100852, ""soh"": 0.8935456027276814}, {""ambient_temperature_c"": 37.18674059957266, ""c_rate"": 0.4635951195327392, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1064.8033228190866, ""dynamic_viscosity_pa_s"": 0.0036650055903546, ""specific_heat_j_kgk"": 3313.278755884975, ""thermal_conductivity_w_mk"": 0.3892941217788365}, ""external_htc_w_m2k"": 9.548656267113984, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 54.41907127649226, ""interconnects"": 1.4966077517004843, ""total"": 55.91567902819275}, ""inlet_temperature_c"": 20.23522637267017, ""operation"": ""charge"", ""soc"": 0.6749599633738398, ""soh"": 0.8069851078093051}, {""ambient_temperature_c"": 26.986148562282324, ""c_rate"": 0.2700429532964184, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1036.0467442350557, ""dynamic_viscosity_pa_s"": 0.0018878379426104, ""specific_heat_j_kgk"": 3732.145465159563, ""thermal_conductivity_w_mk"": 0.4692939539263814}, ""external_htc_w_m2k"": 6.492378973402083, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 39.12474872519261, ""interconnects"": 1.3442460359031927, ""total"": 40.4689947610958}, ""inlet_temperature_c"": 24.76043574977666, ""operation"": ""charge"", ""soc"": 0.1009369956795126, ""soh"": 0.7373257994651794}], ""plate"": {""channel_diameter_mm"": 4.760717132886749, ""flow_direction"": ""widthwise_y"", ""height_mm"": 13.25, ""inlet_face"": ""front"", ""layout"": ""headerless_serpentine"", ""length_mm"": 556.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 2.8270875103771687, ""outlet_face"": ""back"", ""parallel_paths"": 1, ""port_diameter_mm"": 4.760717132886749, ""turns"": 4, ""width_mm"": 371.0}}",,"{""limits_C"": {""X"": 32.0, ""Y"": 19.5}, ""links"": {""1"": ""D"", ""2"": ""A"", ""3"": ""B"", ""4"": ""E""}, ""misfiled"": ""C"", ""peak_C"": {""X"": 32.9604431152344, ""Y"": 21.668359375000023}, ""rise_K"": {""X"": 3.0636410208672373, ""Y"": 15.832683796435617}, ""signoff"": {""X"": ""fail"", ""Y"": ""fail""}}","{""params"": {}, ""scorer"": ""campaign""}","{""duty_modes"": [""thermal_stress_tail"", ""chilled_high_load_tail""], ""duty_regimes"": [""load_dominated"", ""mixed""], ""fit_clearance_scales"": [0.9, 2.38], ""interstitial"": ""potting"", ""non_controller_duties"": 2, ""profile"": ""training"", ""signoff"": ""fail_fail"", ""stray_state"": ""dP"", ""training_format"": ""campaign_4p"", ""trap_duties"": 0, ""uniqueness_ratio"": 1.366}","{""answer_case_names"": [""case11745"", ""case11747"", ""case11746"", ""case11749"", ""case11751"", ""case11750"", ""case13284""], ""case_names"": [""case11745"", ""case11747"", ""case11746"", ""case11749"", ""case11751"", ""case11750"", ""case13284""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case11751"", ""case11750""], ""geometry_ids"": [""geom_03eef5867fa8dbb3"", ""geom_03eef5867fa8dbb3"", ""geom_03eef5867fa8dbb3"", ""geom_03eef5867fa8dbb3"", ""geom_03eef5867fa8dbb3"", ""geom_03eef5867fa8dbb3"", ""geom_0bc7cea20caca60d""], ""point_cases"": [""case11745"", ""case11747"", ""case11746"", ""case11749""], ""solve_signatures"": 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""stray_case"": ""case13284""}" ejb-training-0.1-train_val-envelope-00026-c95aa7,operating_envelope,single_turn,train_val,public_train,,"You are reviewing the operating envelope of a battery cold plate from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 36 x EVE LF105-class prismatic cell (105 Ah, LFP/graphite, 130 x 36.4 x 200 mm) in a rectangular grid of 9 rows x 4 columns, 2.0 mm cell spacing; a 1.4 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headerless serpentine plate, 556 x 371 x 13.2 mm; 1 serpentine circuit(s) with 4 turns each, ports connected directly to the channels; channel diameter 4.76 mm, flow across the plate width (y); ports 4.76 mm on the front (inlet) and back (outlet) faces; minimum wall 2.8 mm. Completed runs 1: Coolant 30 wt% ethylene glycol / water at 12.7 °C inlet, 1.14 L/min (density 1041 kg/m³, cp 3697 J/kgK, viscosity 2.72 mPa·s). Ambient 20.9 °C, external heat-transfer coefficient 6.1 W/m²K on exposed surfaces. Load: discharge at 0.347C, SOC 52%, state of health 74%; total heat generation 156 W (152 W in cells, 3.67 W in terminals/interconnects, applied uniformly). Result: peak cell rise 10.3 K; cell spread 7.75 K; coolant rise 2.25 K; pressure drop 18.7 kPa 2: Coolant 50 wt% ethylene glycol / water at 22.9 °C inlet, 0.500 L/min (density 1063 kg/m³, cp 3327 J/kgK, viscosity 3.37 mPa·s). Ambient 30.4 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.287C, SOC 92%, state of health 89%; total heat generation 19.1 W (18.7 W in cells, 0.400 W in terminals/interconnects, applied uniformly). Result: peak cell rise 6.16 K; cell spread 4.24 K; coolant rise 2.28 K; pressure drop 7.80 kPa 3: Coolant water at 12.6 °C inlet, 0.500 L/min (density 999.4 kg/m³, cp 4191 J/kgK, viscosity 1.21 mPa·s). Ambient 12.7 °C, external heat-transfer coefficient 3.1 W/m²K on exposed surfaces. Load: discharge at 0.216C, SOC 22%, state of health 96%; total heat generation 74.3 W (73.7 W in cells, 0.548 W in terminals/interconnects, applied uniformly). Result: peak cell rise 4.14 K; cell spread 3.23 K; coolant rise 1.55 K; pressure drop 3.60 kPa New duties Duty W: Coolant 30 wt% ethylene glycol / water at 24.8 °C inlet, 0.500 L/min (density 1036 kg/m³, cp 3732 J/kgK, viscosity 1.89 mPa·s). Ambient 27.0 °C, external heat-transfer coefficient 6.5 W/m²K on exposed surfaces. Load: charge at 0.270C, SOC 10%, state of health 74%; total heat generation 40.5 W (39.1 W in cells, 1.34 W in terminals/interconnects, applied uniformly). Duty X: Coolant 30 wt% ethylene glycol / water at 5.8 °C inlet, 0.500 L/min (density 1043 kg/m³, cp 3676 J/kgK, viscosity 3.45 mPa·s). Ambient 22.6 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 0.371C, SOC 56%, state of health 88%; total heat generation 126 W (124 W in cells, 1.34 W in terminals/interconnects, applied uniformly). Duty Y: Coolant water at 19.4 °C inlet, 0.741 L/min (density 998.3 kg/m³, cp 4184 J/kgK, viscosity 1.02 mPa·s). Ambient 35.7 °C, external heat-transfer coefficient 5.0 W/m²K on exposed surfaces. Load: charge at 0.440C, SOC 40%, state of health 96%; total heat generation 37.1 W (33.1 W in cells, 4.00 W in terminals/interconnects, applied uniformly). Duty Z: Coolant 50 wt% ethylene glycol / water at 20.2 °C inlet, 0.500 L/min (density 1065 kg/m³, cp 3313 J/kgK, viscosity 3.67 mPa·s). Ambient 37.2 °C, external heat-transfer coefficient 9.5 W/m²K on exposed surfaces. Load: charge at 0.464C, SOC 67%, state of health 81%; total heat generation 55.9 W (54.4 W in cells, 1.50 W in terminals/interconnects, applied uniformly). Heat-balance regimes own_heat: the coolant removes essentially the pack's own heat: net heat exchanged with the surroundings is within ±25% of the pack's heat generation mixed: the pack also gains a significant amount of heat from the surroundings, between 25% and 100% of its own heat generation, and the coolant has to remove both ambient_gain: the pack gains more heat from the surroundings than it generates itself (net gain above 100% of its own heat generation) ambient_loss: more than 25% of the pack's own heat generation leaves to the surroundings rather than to the coolant Rank the four duties by peak cell rise above their own coolant inlet, largest first, and give the regime of each duty. Scoring: The score is 1 only if the ranking and every regime are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""ranking"": ""list of \""W\"", \""X\"", \""Y\"", \""Z\"", largest rise first"", ""regimes"": ""object mapping \""W\"", \""X\"", \""Y\"", \""Z\"" to \""own_heat\"" or \""mixed\"" or \""ambient_gain\"" or \""ambient_loss\""""}","{""duties"": [{""ambient_temperature_c"": 26.986148562282324, ""c_rate"": 0.2700429532964184, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1036.0467442350557, ""dynamic_viscosity_pa_s"": 0.0018878379426104, ""specific_heat_j_kgk"": 3732.145465159563, ""thermal_conductivity_w_mk"": 0.4692939539263814}, ""external_htc_w_m2k"": 6.492378973402083, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 39.12474872519261, ""interconnects"": 1.3442460359031927, ""total"": 40.4689947610958}, ""inlet_temperature_c"": 24.76043574977666, ""operation"": ""charge"", ""soc"": 0.1009369956795126, ""soh"": 0.7373257994651794}, {""ambient_temperature_c"": 22.64533050358295, ""c_rate"": 0.370912118314346, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1043.203750594585, ""dynamic_viscosity_pa_s"": 0.003452906912079, ""specific_heat_j_kgk"": 3675.919503953092, ""thermal_conductivity_w_mk"": 0.4515389123135661}, ""external_htc_w_m2k"": 10.667345054447653, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 124.41927479240772, ""interconnects"": 1.3407065440892578, ""total"": 125.75998133649698}, ""inlet_temperature_c"": 5.835675578564405, ""operation"": ""discharge"", ""soc"": 0.5564759506378323, ""soh"": 0.8826080623082816}, {""ambient_temperature_c"": 35.66145128570497, ""c_rate"": 0.4399499496270043, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.321867864771, ""dynamic_viscosity_pa_s"": 0.0010155855951213, ""specific_heat_j_kgk"": 4184.454920241506, ""thermal_conductivity_w_mk"": 0.59701073328638}, ""external_htc_w_m2k"": 4.9790946431458, ""flow_lpm"": 0.7410336614363668, ""heat_w"": {""cells"": 33.08961603149512, ""interconnects"": 4.0008839355385595, ""total"": 37.09049996703368}, ""inlet_temperature_c"": 19.436144006178395, ""operation"": ""charge"", ""soc"": 0.4001407518982887, ""soh"": 0.9645238247700034}, {""ambient_temperature_c"": 37.18674059957266, ""c_rate"": 0.4635951195327392, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1064.8033228190866, ""dynamic_viscosity_pa_s"": 0.0036650055903546, ""specific_heat_j_kgk"": 3313.278755884975, ""thermal_conductivity_w_mk"": 0.3892941217788365}, ""external_htc_w_m2k"": 9.548656267113984, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 54.41907127649226, ""interconnects"": 1.4966077517004843, ""total"": 55.91567902819275}, ""inlet_temperature_c"": 20.23522637267017, ""operation"": ""charge"", ""soc"": 0.6749599633738398, ""soh"": 0.8069851078093051}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 105.0, ""cell_count"": 36, ""cell_dimensions_mm"": {""height"": 200.5, ""length"": 130.3, ""width"": 36.35}, ""cell_family"": ""eve_lf105"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 1.9751586467027664, ""chemistry"": ""LFP/graphite"", ""columns"": 4, ""interstitial"": ""potting"", ""plate_coverage"": 0.9050849569181504, ""rows"": 9, ""tim_thickness_mm"": 1.3880904887802896}, ""plate"": {""channel_diameter_mm"": 4.760717132886749, ""flow_direction"": ""widthwise_y"", ""height_mm"": 13.25, ""inlet_face"": ""front"", ""layout"": ""headerless_serpentine"", ""length_mm"": 556.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 2.8270875103771687, ""outlet_face"": ""back"", ""parallel_paths"": 1, ""port_diameter_mm"": 4.760717132886749, ""turns"": 4, ""width_mm"": 371.0}, ""runs"": [{""ambient_temperature_c"": 20.88019303046167, ""c_rate"": 0.3473108756924307, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1040.8502803140811, ""dynamic_viscosity_pa_s"": 0.0027235433175412, ""specific_heat_j_kgk"": 3696.6437047819654, ""thermal_conductivity_w_mk"": 0.4580730388483598}, ""external_htc_w_m2k"": 6.097239495255053, ""flow_lpm"": 1.1408828207663355, ""heat_w"": {""cells"": 152.38154043375013, ""interconnects"": 3.665205638941333, ""total"": 156.04674607269146}, ""inlet_temperature_c"": 12.711035107249677, ""operation"": ""discharge"", ""soc"": 0.5190593109000474, ""soh"": 0.7388277219608426}, {""ambient_temperature_c"": 30.386423179879785, ""c_rate"": 0.2873628732876327, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1063.359251496699, ""dynamic_viscosity_pa_s"": 0.0033652068267557, ""specific_heat_j_kgk"": 3327.274320219277, ""thermal_conductivity_w_mk"": 0.3909538778336956}, ""external_htc_w_m2k"": 10.92226991057396, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 18.70968879488975, ""interconnects"": 0.3995423194745379, ""total"": 19.10923111436429}, ""inlet_temperature_c"": 22.912836019962487, ""operation"": ""charge"", ""soc"": 0.9202094030100852, ""soh"": 0.8935456027276814}, {""ambient_temperature_c"": 12.673628684133291, ""c_rate"": 0.2160552443540563, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.4318479683304, ""dynamic_viscosity_pa_s"": 0.0012143170884983, ""specific_heat_j_kgk"": 4191.36689725356, ""thermal_conductivity_w_mk"": 0.5840637503553311}, ""external_htc_w_m2k"": 3.106087502092123, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 73.70315235751916, ""interconnects"": 0.5482507934247114, ""total"": 74.25140315094387}, ""inlet_temperature_c"": 12.58212864003163, ""operation"": ""discharge"", ""soc"": 0.2198553757742047, ""soh"": 0.9616297821514308}]}",,"{""ambient_ratio"": {""W"": -0.01890708474658901, ""X"": 0.5752081468521982, ""Y"": 2.667734855125475, ""Z"": 1.764916740465684}, ""peak_C"": {""W"": 27.898736572265648, ""X"": 21.668359375000023, ""Y"": 29.991540527343773, ""Z"": 34.35881958007815}, ""ranking"": [""X"", ""Z"", ""Y"", ""W""], ""regimes"": {""W"": ""own_heat"", ""X"": ""mixed"", ""Y"": ""ambient_gain"", ""Z"": ""ambient_gain""}, ""rise_K"": {""W"": 3.1383008224889863, ""X"": 15.832683796435617, ""Y"": 10.555396521165392, ""Z"": 14.123593207407964}}","{""params"": {}, ""scorer"": ""operating_envelope""}","{""duty_modes"": [""controller_selected"", ""chilled_high_load_tail"", ""hydraulic_exploration"", ""controller_selected""], ""hottest_regime"": ""mixed"", ""interstitial"": ""potting"", ""quick_right"": false, ""regimes"": [""ambient_gain"", ""mixed"", ""own_heat""], ""training_format"": ""envelope_4d""}","{""answer_case_names"": [""case11749"", ""case11750"", ""case11752"", ""case11746""], ""case_names"": [""case11748"", ""case11747"", ""case11745"", ""case11749"", ""case11750"", ""case11752"", ""case11746""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case11749"", ""case11750"", ""case11752"", ""case11746""], ""geometry_ids"": [""geom_03eef5867fa8dbb3"", ""geom_03eef5867fa8dbb3"", ""geom_03eef5867fa8dbb3"", ""geom_03eef5867fa8dbb3"", ""geom_03eef5867fa8dbb3"", ""geom_03eef5867fa8dbb3"", ""geom_03eef5867fa8dbb3""], ""point_cases"": [""case11748"", ""case11747"", ""case11745""], ""solve_signatures"": 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ejb-training-0.1-train_val-signoff-00036-7cfd7e,duty_signoff,single_turn,train_val,public_train,,"You are signing off a battery cold plate at one new duty from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 36 x EVE LF105-class prismatic cell (105 Ah, LFP/graphite, 130 x 36.4 x 200 mm) in a rectangular grid of 9 rows x 4 columns, 2.0 mm cell spacing; a 1.4 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headerless serpentine plate, 556 x 371 x 13.2 mm; 1 serpentine circuit(s) with 4 turns each, ports connected directly to the channels; channel diameter 4.76 mm, flow across the plate width (y); ports 4.76 mm on the front (inlet) and back (outlet) faces; minimum wall 2.8 mm. Completed runs 1: Coolant 30 wt% ethylene glycol / water at 12.7 °C inlet, 1.14 L/min (density 1041 kg/m³, cp 3697 J/kgK, viscosity 2.72 mPa·s). Ambient 20.9 °C, external heat-transfer coefficient 6.1 W/m²K on exposed surfaces. Load: discharge at 0.347C, SOC 52%, state of health 74%; total heat generation 156 W (152 W in cells, 3.67 W in terminals/interconnects, applied uniformly). Result: peak cell rise 10.3 K; cell spread 7.75 K; coolant rise 2.25 K; pressure drop 18.7 kPa 2: Coolant water at 12.6 °C inlet, 0.500 L/min (density 999.4 kg/m³, cp 4191 J/kgK, viscosity 1.21 mPa·s). Ambient 12.7 °C, external heat-transfer coefficient 3.1 W/m²K on exposed surfaces. Load: discharge at 0.216C, SOC 22%, state of health 96%; total heat generation 74.3 W (73.7 W in cells, 0.548 W in terminals/interconnects, applied uniformly). Result: peak cell rise 4.14 K; cell spread 3.23 K; coolant rise 1.55 K; pressure drop 3.60 kPa 3: Coolant water at 19.4 °C inlet, 0.741 L/min (density 998.3 kg/m³, cp 4184 J/kgK, viscosity 1.02 mPa·s). Ambient 35.7 °C, external heat-transfer coefficient 5.0 W/m²K on exposed surfaces. Load: charge at 0.440C, SOC 40%, state of health 96%; total heat generation 37.1 W (33.1 W in cells, 4.00 W in terminals/interconnects, applied uniformly). Result: peak cell rise 10.6 K; cell spread 8.58 K; coolant rise 2.64 K; pressure drop 6.97 kPa Duties Duty X (peak cell limit 34.0 °C, pressure drop limit 5.93 kPa): Coolant 50 wt% ethylene glycol / water at 29.9 °C inlet, 0.500 L/min (density 1059 kg/m³, cp 3363 J/kgK, viscosity 2.74 mPa·s). Ambient 32.6 °C, external heat-transfer coefficient 8.6 W/m²K on exposed surfaces. Load: discharge at 0.227C, SOC 80%, state of health 82%; total heat generation 33.1 W (32.3 W in cells, 0.798 W in terminals/interconnects, applied uniformly). For each duty, say whether peak cell temperature stays at or below its limit and whether pressure drop stays at or below its limit. Scoring: The score is 1 only if every temperature and pressure verdict is correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""pressure"": ""object mapping \""X\"" to \""pass\"" or \""fail\"""", ""temperature"": ""object mapping \""X\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 32.56822355557233, ""c_rate"": 0.226853543422272, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1059.4475298696436, ""dynamic_viscosity_pa_s"": 0.0027365611652648, ""specific_heat_j_kgk"": 3363.0304604293096, ""thermal_conductivity_w_mk"": 0.3952841791113316}, ""external_htc_w_m2k"": 8.55277628544718, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 32.31366747415222, ""interconnects"": 0.7976973326782599, ""total"": 33.11136480683048}, ""inlet_temperature_c"": 29.896802094367185, ""operation"": ""discharge"", ""soc"": 0.8017256673425436, ""soh"": 0.8191683555021881}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 105.0, ""cell_count"": 36, ""cell_dimensions_mm"": {""height"": 200.5, ""length"": 130.3, ""width"": 36.35}, ""cell_family"": ""eve_lf105"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 1.9751586467027664, ""chemistry"": ""LFP/graphite"", ""columns"": 4, ""interstitial"": ""potting"", ""plate_coverage"": 0.9050849569181504, ""rows"": 9, ""tim_thickness_mm"": 1.3880904887802896}, ""plate"": {""channel_diameter_mm"": 4.760717132886749, ""flow_direction"": ""widthwise_y"", ""height_mm"": 13.25, ""inlet_face"": ""front"", ""layout"": ""headerless_serpentine"", ""length_mm"": 556.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 2.8270875103771687, ""outlet_face"": ""back"", ""parallel_paths"": 1, ""port_diameter_mm"": 4.760717132886749, ""turns"": 4, ""width_mm"": 371.0}, ""runs"": [{""ambient_temperature_c"": 20.88019303046167, ""c_rate"": 0.3473108756924307, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1040.8502803140811, ""dynamic_viscosity_pa_s"": 0.0027235433175412, ""specific_heat_j_kgk"": 3696.6437047819654, ""thermal_conductivity_w_mk"": 0.4580730388483598}, ""external_htc_w_m2k"": 6.097239495255053, ""flow_lpm"": 1.1408828207663355, ""heat_w"": {""cells"": 152.38154043375013, ""interconnects"": 3.665205638941333, ""total"": 156.04674607269146}, ""inlet_temperature_c"": 12.711035107249677, ""operation"": ""discharge"", ""soc"": 0.5190593109000474, ""soh"": 0.7388277219608426}, {""ambient_temperature_c"": 12.673628684133291, ""c_rate"": 0.2160552443540563, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.4318479683304, ""dynamic_viscosity_pa_s"": 0.0012143170884983, ""specific_heat_j_kgk"": 4191.36689725356, ""thermal_conductivity_w_mk"": 0.5840637503553311}, ""external_htc_w_m2k"": 3.106087502092123, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 73.70315235751916, ""interconnects"": 0.5482507934247114, ""total"": 74.25140315094387}, ""inlet_temperature_c"": 12.58212864003163, ""operation"": ""discharge"", ""soc"": 0.2198553757742047, ""soh"": 0.9616297821514308}, {""ambient_temperature_c"": 35.66145128570497, ""c_rate"": 0.4399499496270043, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.321867864771, ""dynamic_viscosity_pa_s"": 0.0010155855951213, ""specific_heat_j_kgk"": 4184.454920241506, ""thermal_conductivity_w_mk"": 0.59701073328638}, ""external_htc_w_m2k"": 4.9790946431458, ""flow_lpm"": 0.7410336614363668, ""heat_w"": {""cells"": 33.08961603149512, ""interconnects"": 4.0008839355385595, ""total"": 37.09049996703368}, ""inlet_temperature_c"": 19.436144006178395, ""operation"": ""charge"", ""soc"": 0.4001407518982887, ""soh"": 0.9645238247700034}]}",,"{""dP_kPa"": {""X"": 6.689768110083635}, ""limits_C"": {""X"": 34.0}, ""peak_C"": {""X"": 32.9604431152344}, ""pressure"": {""X"": ""fail""}, ""pressure_limits_kPa"": {""X"": 5.93}, ""rise_K"": {""X"": 3.0636410208672373}, ""temperature"": {""X"": ""pass""}}","{""params"": {}, ""scorer"": ""duty_signoff""}","{""duty_modes"": [""thermal_stress_tail""], ""duty_regimes"": [""load_dominated""], ""interstitial"": ""potting"", ""pressure_signoff"": ""fail"", ""quick_right"": false, ""reference_right"": true, ""shown_runs"": 3, ""signoff"": ""pass"", ""training_format"": ""signoff_1d3r""}","{""answer_case_names"": [""case11751""], ""case_names"": [""case11748"", ""case11745"", ""case11752"", ""case11751""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case11751""], ""geometry_ids"": [""geom_03eef5867fa8dbb3"", ""geom_03eef5867fa8dbb3"", ""geom_03eef5867fa8dbb3"", ""geom_03eef5867fa8dbb3""], ""run_cases"": [""case11748"", ""case11745"", ""case11752""], ""solve_signatures"": 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ejb-training-0.1-train_val-signoff-00040-3b2ac6,duty_signoff,single_turn,train_val,public_train,,"You are signing off a battery cold plate at one new duty from four completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 36 x EVE LF105-class prismatic cell (105 Ah, LFP/graphite, 130 x 36.4 x 200 mm) in a rectangular grid of 9 rows x 4 columns, 2.0 mm cell spacing; a 1.4 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headerless serpentine plate, 556 x 371 x 13.2 mm; 1 serpentine circuit(s) with 4 turns each, ports connected directly to the channels; channel diameter 4.76 mm, flow across the plate width (y); ports 4.76 mm on the front (inlet) and back (outlet) faces; minimum wall 2.8 mm. Completed runs 1: Coolant water at 19.4 °C inlet, 0.741 L/min (density 998.3 kg/m³, cp 4184 J/kgK, viscosity 1.02 mPa·s). Ambient 35.7 °C, external heat-transfer coefficient 5.0 W/m²K on exposed surfaces. Load: charge at 0.440C, SOC 40%, state of health 96%; total heat generation 37.1 W (33.1 W in cells, 4.00 W in terminals/interconnects, applied uniformly). Result: peak cell rise 10.6 K; cell spread 8.58 K; coolant rise 2.64 K; pressure drop 6.97 kPa 2: Coolant 50 wt% ethylene glycol / water at 29.9 °C inlet, 0.500 L/min (density 1059 kg/m³, cp 3363 J/kgK, viscosity 2.74 mPa·s). Ambient 32.6 °C, external heat-transfer coefficient 8.6 W/m²K on exposed surfaces. Load: discharge at 0.227C, SOC 80%, state of health 82%; total heat generation 33.1 W (32.3 W in cells, 0.798 W in terminals/interconnects, applied uniformly). Result: peak cell rise 3.06 K; cell spread 2.07 K; coolant rise 1.27 K; pressure drop 6.69 kPa 3: Coolant 30 wt% ethylene glycol / water at 24.8 °C inlet, 0.500 L/min (density 1036 kg/m³, cp 3732 J/kgK, viscosity 1.89 mPa·s). Ambient 27.0 °C, external heat-transfer coefficient 6.5 W/m²K on exposed surfaces. Load: charge at 0.270C, SOC 10%, state of health 74%; total heat generation 40.5 W (39.1 W in cells, 1.34 W in terminals/interconnects, applied uniformly). Result: peak cell rise 3.14 K; cell spread 2.26 K; coolant rise 1.23 K; pressure drop 5.05 kPa 4: Coolant 50 wt% ethylene glycol / water at 20.2 °C inlet, 0.500 L/min (density 1065 kg/m³, cp 3313 J/kgK, viscosity 3.67 mPa·s). Ambient 37.2 °C, external heat-transfer coefficient 9.5 W/m²K on exposed surfaces. Load: charge at 0.464C, SOC 67%, state of health 81%; total heat generation 55.9 W (54.4 W in cells, 1.50 W in terminals/interconnects, applied uniformly). Result: peak cell rise 14.1 K; cell spread 9.71 K; coolant rise 5.26 K; pressure drop 8.32 kPa Duties Duty X (peak cell limit 24.5 °C, pressure drop limit 21.1 kPa): Coolant 30 wt% ethylene glycol / water at 12.7 °C inlet, 1.14 L/min (density 1041 kg/m³, cp 3697 J/kgK, viscosity 2.72 mPa·s). Ambient 20.9 °C, external heat-transfer coefficient 6.1 W/m²K on exposed surfaces. Load: discharge at 0.347C, SOC 52%, state of health 74%; total heat generation 156 W (152 W in cells, 3.67 W in terminals/interconnects, applied uniformly). For each duty, say whether peak cell temperature stays at or below its limit and whether pressure drop stays at or below its limit. Scoring: The score is 1 only if every temperature and pressure verdict is correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""pressure"": ""object mapping \""X\"" to \""pass\"" or \""fail\"""", ""temperature"": ""object mapping \""X\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 20.88019303046167, ""c_rate"": 0.3473108756924307, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1040.8502803140811, ""dynamic_viscosity_pa_s"": 0.0027235433175412, ""specific_heat_j_kgk"": 3696.6437047819654, ""thermal_conductivity_w_mk"": 0.4580730388483598}, ""external_htc_w_m2k"": 6.097239495255053, ""flow_lpm"": 1.1408828207663355, ""heat_w"": {""cells"": 152.38154043375013, ""interconnects"": 3.665205638941333, ""total"": 156.04674607269146}, ""inlet_temperature_c"": 12.711035107249677, ""operation"": ""discharge"", ""soc"": 0.5190593109000474, ""soh"": 0.7388277219608426}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 105.0, ""cell_count"": 36, ""cell_dimensions_mm"": {""height"": 200.5, ""length"": 130.3, ""width"": 36.35}, ""cell_family"": ""eve_lf105"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 1.9751586467027664, ""chemistry"": ""LFP/graphite"", ""columns"": 4, ""interstitial"": ""potting"", ""plate_coverage"": 0.9050849569181504, ""rows"": 9, ""tim_thickness_mm"": 1.3880904887802896}, ""plate"": {""channel_diameter_mm"": 4.760717132886749, ""flow_direction"": ""widthwise_y"", ""height_mm"": 13.25, ""inlet_face"": ""front"", ""layout"": ""headerless_serpentine"", ""length_mm"": 556.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 2.8270875103771687, ""outlet_face"": ""back"", ""parallel_paths"": 1, ""port_diameter_mm"": 4.760717132886749, ""turns"": 4, ""width_mm"": 371.0}, ""runs"": [{""ambient_temperature_c"": 35.66145128570497, ""c_rate"": 0.4399499496270043, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.321867864771, ""dynamic_viscosity_pa_s"": 0.0010155855951213, ""specific_heat_j_kgk"": 4184.454920241506, ""thermal_conductivity_w_mk"": 0.59701073328638}, ""external_htc_w_m2k"": 4.9790946431458, ""flow_lpm"": 0.7410336614363668, ""heat_w"": {""cells"": 33.08961603149512, ""interconnects"": 4.0008839355385595, ""total"": 37.09049996703368}, ""inlet_temperature_c"": 19.436144006178395, ""operation"": ""charge"", ""soc"": 0.4001407518982887, ""soh"": 0.9645238247700034}, {""ambient_temperature_c"": 32.56822355557233, ""c_rate"": 0.226853543422272, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1059.4475298696436, ""dynamic_viscosity_pa_s"": 0.0027365611652648, ""specific_heat_j_kgk"": 3363.0304604293096, ""thermal_conductivity_w_mk"": 0.3952841791113316}, ""external_htc_w_m2k"": 8.55277628544718, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 32.31366747415222, ""interconnects"": 0.7976973326782599, ""total"": 33.11136480683048}, ""inlet_temperature_c"": 29.896802094367185, ""operation"": ""discharge"", ""soc"": 0.8017256673425436, ""soh"": 0.8191683555021881}, {""ambient_temperature_c"": 26.986148562282324, ""c_rate"": 0.2700429532964184, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1036.0467442350557, ""dynamic_viscosity_pa_s"": 0.0018878379426104, ""specific_heat_j_kgk"": 3732.145465159563, ""thermal_conductivity_w_mk"": 0.4692939539263814}, ""external_htc_w_m2k"": 6.492378973402083, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 39.12474872519261, ""interconnects"": 1.3442460359031927, ""total"": 40.4689947610958}, ""inlet_temperature_c"": 24.76043574977666, ""operation"": ""charge"", ""soc"": 0.1009369956795126, ""soh"": 0.7373257994651794}, {""ambient_temperature_c"": 37.18674059957266, ""c_rate"": 0.4635951195327392, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1064.8033228190866, ""dynamic_viscosity_pa_s"": 0.0036650055903546, ""specific_heat_j_kgk"": 3313.278755884975, ""thermal_conductivity_w_mk"": 0.3892941217788365}, ""external_htc_w_m2k"": 9.548656267113984, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 54.41907127649226, ""interconnects"": 1.4966077517004843, ""total"": 55.91567902819275}, ""inlet_temperature_c"": 20.23522637267017, ""operation"": ""charge"", ""soc"": 0.6749599633738398, ""soh"": 0.8069851078093051}]}",,"{""dP_kPa"": {""X"": 18.689537894785797}, ""limits_C"": {""X"": 24.5}, ""peak_C"": {""X"": 23.003930664062523}, ""pressure"": {""X"": ""pass""}, ""pressure_limits_kPa"": {""X"": 21.1}, ""rise_K"": {""X"": 10.292895556812823}, ""temperature"": {""X"": ""pass""}}","{""params"": {}, ""scorer"": ""duty_signoff""}","{""duty_modes"": [""controller_selected""], ""duty_regimes"": [""load_dominated""], ""interstitial"": ""potting"", ""pressure_signoff"": ""pass"", ""quick_right"": false, ""reference_right"": true, ""shown_runs"": 4, ""signoff"": ""pass"", ""training_format"": ""signoff_1d4r""}","{""answer_case_names"": [""case11748""], ""case_names"": [""case11752"", ""case11751"", ""case11749"", ""case11746"", ""case11748""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case11748""], ""geometry_ids"": [""geom_03eef5867fa8dbb3"", ""geom_03eef5867fa8dbb3"", ""geom_03eef5867fa8dbb3"", ""geom_03eef5867fa8dbb3"", ""geom_03eef5867fa8dbb3""], ""run_cases"": [""case11752"", ""case11751"", ""case11749"", ""case11746""], ""solve_signatures"": 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ejb-training-0.1-train_val-signoff-00047-8dc149,duty_signoff,single_turn,train_val,public_train,,"You are signing off a battery cold plate at two new duties from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 36 x EVE LF105-class prismatic cell (105 Ah, LFP/graphite, 130 x 36.4 x 200 mm) in a rectangular grid of 9 rows x 4 columns, 2.0 mm cell spacing; a 1.4 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headerless serpentine plate, 556 x 371 x 13.2 mm; 1 serpentine circuit(s) with 4 turns each, ports connected directly to the channels; channel diameter 4.76 mm, flow across the plate width (y); ports 4.76 mm on the front (inlet) and back (outlet) faces; minimum wall 2.8 mm. Completed runs 1: Coolant 50 wt% ethylene glycol / water at 20.2 °C inlet, 0.500 L/min (density 1065 kg/m³, cp 3313 J/kgK, viscosity 3.67 mPa·s). Ambient 37.2 °C, external heat-transfer coefficient 9.5 W/m²K on exposed surfaces. Load: charge at 0.464C, SOC 67%, state of health 81%; total heat generation 55.9 W (54.4 W in cells, 1.50 W in terminals/interconnects, applied uniformly). Result: peak cell rise 14.1 K; cell spread 9.71 K; coolant rise 5.26 K; pressure drop 8.32 kPa 2: Coolant water at 12.6 °C inlet, 0.500 L/min (density 999.4 kg/m³, cp 4191 J/kgK, viscosity 1.21 mPa·s). Ambient 12.7 °C, external heat-transfer coefficient 3.1 W/m²K on exposed surfaces. Load: discharge at 0.216C, SOC 22%, state of health 96%; total heat generation 74.3 W (73.7 W in cells, 0.548 W in terminals/interconnects, applied uniformly). Result: peak cell rise 4.14 K; cell spread 3.23 K; coolant rise 1.55 K; pressure drop 3.60 kPa 3: Coolant 30 wt% ethylene glycol / water at 12.7 °C inlet, 1.14 L/min (density 1041 kg/m³, cp 3697 J/kgK, viscosity 2.72 mPa·s). Ambient 20.9 °C, external heat-transfer coefficient 6.1 W/m²K on exposed surfaces. Load: discharge at 0.347C, SOC 52%, state of health 74%; total heat generation 156 W (152 W in cells, 3.67 W in terminals/interconnects, applied uniformly). Result: peak cell rise 10.3 K; cell spread 7.75 K; coolant rise 2.25 K; pressure drop 18.7 kPa Duties Duty X (peak cell limit 32.0 °C, pressure drop limit 5.66 kPa): Coolant water at 19.4 °C inlet, 0.741 L/min (density 998.3 kg/m³, cp 4184 J/kgK, viscosity 1.02 mPa·s). Ambient 35.7 °C, external heat-transfer coefficient 5.0 W/m²K on exposed surfaces. Load: charge at 0.440C, SOC 40%, state of health 96%; total heat generation 37.1 W (33.1 W in cells, 4.00 W in terminals/interconnects, applied uniformly). Duty Y (peak cell limit 28.0 °C, pressure drop limit 6.50 kPa): Coolant 50 wt% ethylene glycol / water at 22.9 °C inlet, 0.500 L/min (density 1063 kg/m³, cp 3327 J/kgK, viscosity 3.37 mPa·s). Ambient 30.4 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.287C, SOC 92%, state of health 89%; total heat generation 19.1 W (18.7 W in cells, 0.400 W in terminals/interconnects, applied uniformly). For each duty, say whether peak cell temperature stays at or below its limit and whether pressure drop stays at or below its limit. Scoring: The score is 1 only if every temperature and pressure verdict is correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""pressure"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\"""", ""temperature"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 35.66145128570497, ""c_rate"": 0.4399499496270043, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.321867864771, ""dynamic_viscosity_pa_s"": 0.0010155855951213, ""specific_heat_j_kgk"": 4184.454920241506, ""thermal_conductivity_w_mk"": 0.59701073328638}, ""external_htc_w_m2k"": 4.9790946431458, ""flow_lpm"": 0.7410336614363668, ""heat_w"": {""cells"": 33.08961603149512, ""interconnects"": 4.0008839355385595, ""total"": 37.09049996703368}, ""inlet_temperature_c"": 19.436144006178395, ""operation"": ""charge"", ""soc"": 0.4001407518982887, ""soh"": 0.9645238247700034}, {""ambient_temperature_c"": 30.386423179879785, ""c_rate"": 0.2873628732876327, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1063.359251496699, ""dynamic_viscosity_pa_s"": 0.0033652068267557, ""specific_heat_j_kgk"": 3327.274320219277, ""thermal_conductivity_w_mk"": 0.3909538778336956}, ""external_htc_w_m2k"": 10.92226991057396, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 18.70968879488975, ""interconnects"": 0.3995423194745379, ""total"": 19.10923111436429}, ""inlet_temperature_c"": 22.912836019962487, ""operation"": ""charge"", ""soc"": 0.9202094030100852, ""soh"": 0.8935456027276814}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 105.0, ""cell_count"": 36, ""cell_dimensions_mm"": {""height"": 200.5, ""length"": 130.3, ""width"": 36.35}, ""cell_family"": ""eve_lf105"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 1.9751586467027664, ""chemistry"": ""LFP/graphite"", ""columns"": 4, ""interstitial"": ""potting"", ""plate_coverage"": 0.9050849569181504, ""rows"": 9, ""tim_thickness_mm"": 1.3880904887802896}, ""plate"": {""channel_diameter_mm"": 4.760717132886749, ""flow_direction"": ""widthwise_y"", ""height_mm"": 13.25, ""inlet_face"": ""front"", ""layout"": ""headerless_serpentine"", ""length_mm"": 556.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 2.8270875103771687, ""outlet_face"": ""back"", ""parallel_paths"": 1, ""port_diameter_mm"": 4.760717132886749, ""turns"": 4, ""width_mm"": 371.0}, ""runs"": [{""ambient_temperature_c"": 37.18674059957266, ""c_rate"": 0.4635951195327392, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1064.8033228190866, ""dynamic_viscosity_pa_s"": 0.0036650055903546, ""specific_heat_j_kgk"": 3313.278755884975, ""thermal_conductivity_w_mk"": 0.3892941217788365}, ""external_htc_w_m2k"": 9.548656267113984, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 54.41907127649226, ""interconnects"": 1.4966077517004843, ""total"": 55.91567902819275}, ""inlet_temperature_c"": 20.23522637267017, ""operation"": ""charge"", ""soc"": 0.6749599633738398, ""soh"": 0.8069851078093051}, {""ambient_temperature_c"": 12.673628684133291, ""c_rate"": 0.2160552443540563, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.4318479683304, ""dynamic_viscosity_pa_s"": 0.0012143170884983, ""specific_heat_j_kgk"": 4191.36689725356, ""thermal_conductivity_w_mk"": 0.5840637503553311}, ""external_htc_w_m2k"": 3.106087502092123, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 73.70315235751916, ""interconnects"": 0.5482507934247114, ""total"": 74.25140315094387}, ""inlet_temperature_c"": 12.58212864003163, ""operation"": ""discharge"", ""soc"": 0.2198553757742047, ""soh"": 0.9616297821514308}, {""ambient_temperature_c"": 20.88019303046167, ""c_rate"": 0.3473108756924307, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1040.8502803140811, ""dynamic_viscosity_pa_s"": 0.0027235433175412, ""specific_heat_j_kgk"": 3696.6437047819654, ""thermal_conductivity_w_mk"": 0.4580730388483598}, ""external_htc_w_m2k"": 6.097239495255053, ""flow_lpm"": 1.1408828207663355, ""heat_w"": {""cells"": 152.38154043375013, ""interconnects"": 3.665205638941333, ""total"": 156.04674607269146}, ""inlet_temperature_c"": 12.711035107249677, ""operation"": ""discharge"", ""soc"": 0.5190593109000474, ""soh"": 0.7388277219608426}]}",,"{""dP_kPa"": {""X"": 6.9711201713672635, ""Y"": 7.8029576426987335}, ""limits_C"": {""X"": 32.0, ""Y"": 28.0}, ""peak_C"": {""X"": 29.991540527343773, ""Y"": 29.075372314453148}, ""pressure"": {""X"": ""fail"", ""Y"": ""fail""}, ""pressure_limits_kPa"": {""X"": 5.66, ""Y"": 6.5}, ""rise_K"": {""X"": 10.555396521165392, ""Y"": 6.162536294490678}, ""temperature"": {""X"": ""pass"", ""Y"": ""fail""}}","{""params"": {}, ""scorer"": ""duty_signoff""}","{""duty_modes"": [""hydraulic_exploration"", ""controller_selected""], ""duty_regimes"": [""ambient_heated"", ""ambient_heated""], ""interstitial"": ""potting"", ""pressure_signoff"": ""fail_fail"", ""quick_right"": false, ""reference_right"": true, ""shown_runs"": 3, ""signoff"": ""pass_fail"", ""training_format"": ""signoff_2d3r""}","{""answer_case_names"": [""case11752"", ""case11747""], ""case_names"": [""case11746"", ""case11745"", ""case11748"", ""case11752"", ""case11747""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case11752"", ""case11747""], ""geometry_ids"": [""geom_03eef5867fa8dbb3"", ""geom_03eef5867fa8dbb3"", ""geom_03eef5867fa8dbb3"", ""geom_03eef5867fa8dbb3"", ""geom_03eef5867fa8dbb3""], ""run_cases"": [""case11746"", ""case11745"", ""case11748""], ""solve_signatures"": 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ejb-training-0.1-train_val-signoff-00051-9512e6,duty_signoff,single_turn,train_val,independent_test,,"You are signing off a battery cold plate at one new duty from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 45 x 18650 cylindrical cell (Molicel P22S class) (2.20 Ah, INR layered oxide, 18.6 mm diameter x 65.2 mm tall) in a rectangular grid of 5 rows x 9 columns, 4.1 mm cell spacing; no thermal-interface pads (cells sit directly on the plate); solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headerless serpentine plate, 227 x 133 x 8.00 mm; 1 serpentine circuit(s) with 5 turns each, ports connected directly to the channels; channel diameter 4.81 mm, flow along the plate length (x); ports 4.81 mm on the left (inlet) and right (outlet) faces; minimum wall 1.1 mm. Completed runs 1: Coolant 50 wt% ethylene glycol / water at 8.2 °C inlet, 0.100 L/min (density 1071 kg/m³, cp 3249 J/kgK, viscosity 5.63 mPa·s). Ambient 24.2 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 0.500C, SOC 57%, state of health 92%; total heat generation 3.23 W (3.08 W in cells, 0.149 W in terminals/interconnects, applied uniformly). Result: peak cell rise 8.91 K; cell spread 5.76 K; coolant rise 3.85 K; pressure drop 0.989 kPa 2: Coolant 30 wt% ethylene glycol / water at 13.5 °C inlet, 0.191 L/min (density 1041 kg/m³, cp 3699 J/kgK, viscosity 2.65 mPa·s). Ambient 14.5 °C, external heat-transfer coefficient 7.5 W/m²K on exposed surfaces. Load: discharge at 1.70C, SOC 74%, state of health 80%; total heat generation 28.7 W (27.4 W in cells, 1.28 W in terminals/interconnects, applied uniformly). Result: peak cell rise 6.65 K; cell spread 5.13 K; coolant rise 2.02 K; pressure drop 1.05 kPa 3: Coolant water at 33.1 °C inlet, 0.100 L/min (density 994.7 kg/m³, cp 4179 J/kgK, viscosity 0.748 mPa·s). Ambient 39.8 °C, external heat-transfer coefficient 2.6 W/m²K on exposed surfaces. Load: charge at 1.17C, SOC 33%, state of health 71%; total heat generation 8.93 W (8.62 W in cells, 0.313 W in terminals/interconnects, applied uniformly). Result: peak cell rise 3.97 K; cell spread 2.82 K; coolant rise 1.87 K; pressure drop 0.173 kPa Duties Duty X (peak cell limit 17.0 °C, pressure drop limit 1.59 kPa): Coolant 30 wt% ethylene glycol / water at 11.9 °C inlet, 0.314 L/min (density 1041 kg/m³, cp 3694 J/kgK, viscosity 2.80 mPa·s). Ambient 21.2 °C, external heat-transfer coefficient 4.2 W/m²K on exposed surfaces. Load: discharge at 0.947C, SOC 23%, state of health 75%; total heat generation 25.1 W (24.5 W in cells, 0.605 W in terminals/interconnects, applied uniformly). For each duty, say whether peak cell temperature stays at or below its limit and whether pressure drop stays at or below its limit. Scoring: The score is 1 only if every temperature and pressure verdict is correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""pressure"": ""object mapping \""X\"" to \""pass\"" or \""fail\"""", ""temperature"": ""object mapping \""X\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 21.221503261476755, ""c_rate"": 0.9473838189998992, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1041.1329495990874, ""dynamic_viscosity_pa_s"": 0.0027951683523304, ""specific_heat_j_kgk"": 3694.2985153745417, ""thermal_conductivity_w_mk"": 0.4573331551123438}, ""external_htc_w_m2k"": 4.1874405182898045, ""flow_lpm"": 0.313593289977342, ""heat_w"": {""cells"": 24.507548822599496, ""interconnects"": 0.6048125939465705, ""total"": 25.112361416546065}, ""inlet_temperature_c"": 11.927610431190018, ""operation"": ""discharge"", ""soc"": 0.227747181802988, ""soh"": 0.7483492602594196}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 2.2, ""cell_count"": 45, ""cell_dimensions_mm"": {""diameter"": 18.6, ""height"": 65.2}, ""cell_family"": ""molicel_18650"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 4.074354332685471, ""chemistry"": ""INR layered oxide"", ""columns"": 9, ""interstitial"": ""potting"", ""plate_coverage"": 0.7674329889030067, ""rows"": 5, ""tim_thickness_mm"": null}, ""plate"": {""channel_diameter_mm"": 4.81438977577915, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 8.0, ""inlet_face"": ""left"", ""layout"": ""headerless_serpentine"", ""length_mm"": 227.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.0587670654058456, ""outlet_face"": ""right"", ""parallel_paths"": 1, ""port_diameter_mm"": 4.81438977577915, ""turns"": 5, ""width_mm"": 133.0}, ""runs"": [{""ambient_temperature_c"": 24.167359974235296, ""c_rate"": 0.499638953326752, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1070.871923666185, ""dynamic_viscosity_pa_s"": 0.0056279140190132, ""specific_heat_j_kgk"": 3248.719092145419, ""thermal_conductivity_w_mk"": 0.3818719094390208}, ""external_htc_w_m2k"": 11.02578670810908, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 3.07697212880337, ""interconnects"": 0.1491447318601289, ""total"": 3.226116860663499}, ""inlet_temperature_c"": 8.230996429920197, ""operation"": ""discharge"", ""soc"": 0.5735519271809608, ""soh"": 0.921639392711222}, {""ambient_temperature_c"": 14.538370296359062, ""c_rate"": 1.697202581431801, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1040.5555206373872, ""dynamic_viscosity_pa_s"": 0.0026524943926454, ""specific_heat_j_kgk"": 3699.0527753608208, ""thermal_conductivity_w_mk"": 0.458833220777426}, ""external_htc_w_m2k"": 7.548294899985194, ""flow_lpm"": 0.1912415496272613, ""heat_w"": {""cells"": 27.422808576032786, ""interconnects"": 1.2751287189697496, ""total"": 28.697937295002536}, ""inlet_temperature_c"": 13.517305271801838, ""operation"": ""discharge"", ""soc"": 0.74288150081411, ""soh"": 0.8004576356150209}, {""ambient_temperature_c"": 39.76177273783833, ""c_rate"": 1.1677710983451597, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 994.6786122614178, ""dynamic_viscosity_pa_s"": 0.0007475898600997, ""specific_heat_j_kgk"": 4179.378763324847, ""thermal_conductivity_w_mk"": 0.6189576511761778}, ""external_htc_w_m2k"": 2.578244705684483, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 8.620675095180038, ""interconnects"": 0.3129710736273934, ""total"": 8.933646168807432}, ""inlet_temperature_c"": 33.07974940165877, ""operation"": ""charge"", ""soc"": 0.3293052553199231, ""soh"": 0.7093496268615126}]}",,"{""dP_kPa"": {""X"": 1.9676626296494069}, ""limits_C"": {""X"": 17.0}, ""peak_C"": {""X"": 18.317346191406273}, ""pressure"": {""X"": ""fail""}, ""pressure_limits_kPa"": {""X"": 1.59}, ""rise_K"": {""X"": 6.38973576021624}, ""temperature"": {""X"": ""fail""}}","{""params"": {}, ""scorer"": ""duty_signoff""}","{""duty_modes"": [""hydraulic_exploration""], ""duty_regimes"": [""load_dominated""], ""interstitial"": ""potting"", ""pressure_signoff"": ""fail"", ""quick_right"": false, ""reference_right"": true, ""shown_runs"": 3, ""signoff"": ""fail"", ""training_format"": ""signoff_1d3r""}","{""answer_case_names"": [""case13488""], ""case_names"": [""case13486"", ""case13485"", ""case13487"", ""case13488""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case13488""], ""geometry_ids"": [""geom_34d4695537ea73bf"", ""geom_34d4695537ea73bf"", ""geom_34d4695537ea73bf"", ""geom_34d4695537ea73bf""], ""run_cases"": [""case13486"", ""case13485"", ""case13487""], ""solve_signatures"": 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ejb-training-0.1-train_val-campaign-00056-ce473d,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The five planned test points are listed below. Six result sheets came back from the rig, but their labels were lost and some entries are illegible. Five belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 36 x EVE LF105-class prismatic cell (105 Ah, LFP/graphite, 36.4 x 130 x 200 mm) in a rectangular grid of 3 rows x 12 columns, 2.7 mm cell spacing; a 1.3 mm thermal-interface pad under each cell; open air between cells (natural convection and radiation to ambient). Cold plate: Aluminium centre-fed parallel-channel plate, 495 x 425 x 27.0 mm; 18 parallel round channels fed by a bifurcating centre manifold; channel diameter 4.53 mm, flow along the plate length (x); ports 14.7 mm on the left (inlet) and right (outlet) faces; minimum wall 2.9 mm. Planned test points 1: Coolant 30 wt% ethylene glycol / water at 13.8 °C inlet, 18.0 L/min (density 1040 kg/m³, cp 3700 J/kgK, viscosity 2.62 mPa·s). Ambient 12.4 °C, external heat-transfer coefficient 8.8 W/m²K on exposed surfaces. Load: discharge at 0.239C, SOC 52%, state of health 78%; total heat generation 110 W (110 W in cells, 0.559 W in terminals/interconnects, applied uniformly). 2: Coolant water at 21.3 °C inlet, 0.500 L/min (density 997.9 kg/m³, cp 4183 J/kgK, viscosity 0.970 mPa·s). Ambient 35.7 °C, external heat-transfer coefficient 10.0 W/m²K on exposed surfaces. Load: charge at 0.291C, SOC 40%, state of health 89%; total heat generation 14.4 W (13.1 W in cells, 1.34 W in terminals/interconnects, applied uniformly). 3: Coolant 50 wt% ethylene glycol / water at 15.0 °C inlet, 0.500 L/min (density 1068 kg/m³, cp 3285 J/kgK, viscosity 4.38 mPa·s). Ambient 13.9 °C, external heat-transfer coefficient 3.8 W/m²K on exposed surfaces. Load: discharge at 0.202C, SOC 56%, state of health 95%; total heat generation 70.5 W (70.2 W in cells, 0.302 W in terminals/interconnects, applied uniformly). 4: Coolant water at 11.4 °C inlet, 0.500 L/min (density 999.6 kg/m³, cp 4193 J/kgK, viscosity 1.25 mPa·s). Ambient 29.2 °C, external heat-transfer coefficient 7.9 W/m²K on exposed surfaces. Load: charge at 0.409C, SOC 29%, state of health 84%; total heat generation 32.2 W (30.3 W in cells, 1.88 W in terminals/interconnects, applied uniformly). 5: Coolant 50 wt% ethylene glycol / water at 14.1 °C inlet, 0.500 L/min (density 1068 kg/m³, cp 3281 J/kgK, viscosity 4.52 mPa·s). Ambient 20.5 °C, external heat-transfer coefficient 6.2 W/m²K on exposed surfaces. Load: discharge at 0.358C, SOC 88%, state of health 77%; total heat generation 85.3 W (77.4 W in cells, 7.90 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 12.1 K; cell spread 10.0 K; coolant rise illegible; pressure drop 0.0323 kPa B peak cell rise 9.52 K; cell spread 7.92 K; coolant rise 2.93 K; pressure drop 0.0265 kPa C peak cell rise 4.21 K; cell spread 3.35 K; coolant rise 1.50 K; pressure drop illegible D peak cell rise 4.74 K; cell spread 2.81 K; coolant rise illegible; pressure drop 8.50 kPa E peak cell rise 8.22 K; cell spread 6.08 K; coolant rise 3.14 K; pressure drop illegible F peak cell rise 4.34 K; cell spread 4.04 K; coolant rise 0.0700 K; pressure drop 8.19 kPa Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 36.0 °C): Coolant 30 wt% ethylene glycol / water at 23.7 °C inlet, 0.500 L/min (density 1037 kg/m³, cp 3729 J/kgK, viscosity 1.95 mPa·s). Ambient 38.8 °C, external heat-transfer coefficient 5.0 W/m²K on exposed surfaces. Load: charge at 0.487C, SOC 78%, state of health 97%; total heat generation 29.3 W (27.1 W in cells, 2.28 W in terminals/interconnects, applied uniformly). Duty Y (limit 30.0 °C): Coolant 50 wt% ethylene glycol / water at 14.6 °C inlet, 0.500 L/min (density 1068 kg/m³, cp 3284 J/kgK, viscosity 4.43 mPa·s). Ambient 33.7 °C, external heat-transfer coefficient 7.2 W/m²K on exposed surfaces. Load: charge at 0.275C, SOC 68%, state of health 72%; total heat generation 18.9 W (18.0 W in cells, 0.914 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""5\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 38.80959121976048, ""c_rate"": 0.486509773641421, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1036.520927709154, ""dynamic_viscosity_pa_s"": 0.0019474092815777, ""specific_heat_j_kgk"": 3728.945186188793, ""thermal_conductivity_w_mk"": 0.4682805811967078}, ""external_htc_w_m2k"": 5.009012149646878, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 27.059140880747613, ""interconnects"": 2.2755263296557215, ""total"": 29.334667210403335}, ""inlet_temperature_c"": 23.658528793603185, ""operation"": ""charge"", ""soc"": 0.7828397355042398, ""soh"": 0.9669173470698296}, {""ambient_temperature_c"": 33.65447759628296, ""c_rate"": 0.2748050244345113, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1067.712129021206, ""dynamic_viscosity_pa_s"": 0.0044310215143398, ""specific_heat_j_kgk"": 3283.5914482764074, ""thermal_conductivity_w_mk"": 0.3858348292111851}, ""external_htc_w_m2k"": 7.196081293746829, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 18.01825486498187, ""interconnects"": 0.914352938332745, ""total"": 18.932607803314617}, ""inlet_temperature_c"": 14.648529527661871, ""operation"": ""charge"", ""soc"": 0.6841404085047542, ""soh"": 0.7162252073176205}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 105.0, ""cell_count"": 36, ""cell_dimensions_mm"": {""height"": 200.5, ""length"": 36.35, ""width"": 130.3}, ""cell_family"": ""eve_lf105"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 2.713638201355934, ""chemistry"": ""LFP/graphite"", ""columns"": 12, ""interstitial"": ""air"", ""plate_coverage"": 0.910694571263858, ""rows"": 3, ""tim_thickness_mm"": 1.2850983195938168}, ""planned_points"": [{""ambient_temperature_c"": 12.391251167282462, ""c_rate"": 0.2392396256959161, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1040.433076303542, ""dynamic_viscosity_pa_s"": 0.0026240108590154, ""specific_heat_j_kgk"": 3700.04293704069, ""thermal_conductivity_w_mk"": 0.4591457100563038}, ""external_htc_w_m2k"": 8.841232046484947, ""flow_lpm"": 18.0, ""heat_w"": {""cells"": 109.83713182603242, ""interconnects"": 0.5592452079868289, ""total"": 110.39637703401924}, ""inlet_temperature_c"": 13.849141462952671, ""operation"": ""discharge"", ""soc"": 0.5201700213830918, ""soh"": 0.781582194007933}, {""ambient_temperature_c"": 35.66471905447543, ""c_rate"": 0.2908835541044577, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 997.9254599816188, ""dynamic_viscosity_pa_s"": 0.0009700242847293, ""specific_heat_j_kgk"": 4183.186168905988, ""thermal_conductivity_w_mk"": 0.6003231152729397}, ""external_htc_w_m2k"": 9.97480012010783, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 13.05403943696126, ""interconnects"": 1.337452706726194, ""total"": 14.391492143687454}, ""inlet_temperature_c"": 21.320439729246804, ""operation"": ""charge"", ""soc"": 0.4015749952290207, ""soh"": 0.885135506466031}, {""ambient_temperature_c"": 13.94058296456933, ""c_rate"": 0.2017177523837623, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1067.538834218909, ""dynamic_viscosity_pa_s"": 0.0043779465653646, ""specific_heat_j_kgk"": 3285.420567161045, ""thermal_conductivity_w_mk"": 0.3860456307996995}, ""external_htc_w_m2k"": 3.811968212015927, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 70.22041723356537, ""interconnects"": 0.3018663910374626, ""total"": 70.52228362460284}, ""inlet_temperature_c"": 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""all_speed_conjugate|all_speed|2026-11-04-explicit-outlet-temperature-v1+2026-11-03-sized-cpu-export-v1+frozen-flow-restart-v1+2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+cht-bounded-flow-progress-v1+cht-solid-topology-reuse-v1+cht-secondary-accuracy-recovery-v1+cht-secondary-failure-evidence-v1+cht-sibling-flow-initial-guess-v1+cht-certified-cfl-gate-v1+cht-hydraulic-envelope-explicit-v1+cht-cfl-edge-memory-v1+cht-stationary-plateau-acceptance-v1+cht-sfd-float64-v1+cht-sibling-thermal-initial-guess-v1+cht-pressure-endgame-v1+cht-buoyant-spinup-fail-fast-v1+cht-period-two-cfl-guard-v1+cht-growth-endgame-v1+cht-secondary-screening-v1+cht-secondary-screening-secant-v1+cht-period-two-regrowth-gate-v1+cht-endgame-dose-ladder-v1+cht-endgame-momentum-sfd-v1+cht-secondary-endgame-v1+cht-endgame-pseudo-time-leg-v1+cht-secondary-stall-recovery-v1+cht-secondary-stationarity-v1+cht-endgame-cfl-stepback-v1+workhorse-compile-timeout-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-polymesh-flow-gate+native-polymesh-bounded-pressure-recovery+native-polymesh-fixed-outlet-handoff+native-polymesh-point-velocity-trust+native-polymesh-mass-recovery-cut+native-polymesh-zero-hot-cell-speed-rail+native-polymesh-progressive-mass-recovery+native-polymesh-owner-window-cfl-recovery+flow-gate-fixed-outlet-pressure-drop+cutcell-face-normal-boundary-distance+cutcell-postclosure-owner-dose+durable-flow-restart+sealed-gap-buoyancy-gate+acm-potential-wall-ramp+acm-reference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-12-v6\""""], ""stray_case"": ""case11981""}" ejb-training-0.1-train_val-campaign-00057-f77e28,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The five planned test points are listed below. Six result sheets came back from the rig, but their labels were lost and some entries are illegible. Five belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 36 x EVE LF105-class prismatic cell (105 Ah, LFP/graphite, 36.4 x 130 x 200 mm) in a rectangular grid of 3 rows x 12 columns, 2.7 mm cell spacing; a 1.3 mm thermal-interface pad under each cell; open air between cells (natural convection and radiation to ambient). Cold plate: Aluminium centre-fed parallel-channel plate, 495 x 425 x 27.0 mm; 18 parallel round channels fed by a bifurcating centre manifold; channel diameter 4.53 mm, flow along the plate length (x); ports 14.7 mm on the left (inlet) and right (outlet) faces; minimum wall 2.9 mm. Planned test points 1: Coolant water at 11.4 °C inlet, 0.500 L/min (density 999.6 kg/m³, cp 4193 J/kgK, viscosity 1.25 mPa·s). Ambient 29.2 °C, external heat-transfer coefficient 7.9 W/m²K on exposed surfaces. Load: charge at 0.409C, SOC 29%, state of health 84%; total heat generation 32.2 W (30.3 W in cells, 1.88 W in terminals/interconnects, applied uniformly). 2: Coolant water at 16.6 °C inlet, 0.666 L/min (density 998.8 kg/m³, cp 4187 J/kgK, viscosity 1.09 mPa·s). Ambient 22.8 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 0.338C, SOC 20%, state of health 90%; total heat generation 140 W (139 W in cells, 1.38 W in terminals/interconnects, applied uniformly). 3: Coolant 50 wt% ethylene glycol / water at 14.1 °C inlet, 0.500 L/min (density 1068 kg/m³, cp 3281 J/kgK, viscosity 4.52 mPa·s). Ambient 20.5 °C, external heat-transfer coefficient 6.2 W/m²K on exposed surfaces. Load: discharge at 0.358C, SOC 88%, state of health 77%; total heat generation 85.3 W (77.4 W in cells, 7.90 W in terminals/interconnects, applied uniformly). 4: Coolant water at 21.3 °C inlet, 0.500 L/min (density 997.9 kg/m³, cp 4183 J/kgK, viscosity 0.970 mPa·s). Ambient 35.7 °C, external heat-transfer coefficient 10.0 W/m²K on exposed surfaces. Load: charge at 0.291C, SOC 40%, state of health 89%; total heat generation 14.4 W (13.1 W in cells, 1.34 W in terminals/interconnects, applied uniformly). 5: Coolant 50 wt% ethylene glycol / water at 15.0 °C inlet, 0.500 L/min (density 1068 kg/m³, cp 3285 J/kgK, viscosity 4.38 mPa·s). Ambient 13.9 °C, external heat-transfer coefficient 3.8 W/m²K on exposed surfaces. Load: discharge at 0.202C, SOC 56%, state of health 95%; total heat generation 70.5 W (70.2 W in cells, 0.302 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 9.52 K; cell spread 7.92 K; coolant rise 2.93 K; pressure drop 0.0265 kPa B peak cell rise 4.21 K; cell spread 3.35 K; coolant rise illegible; pressure drop 0.0938 kPa C peak cell rise 11.3 K; cell spread 6.96 K; coolant rise 3.58 K; pressure drop 0.0480 kPa D peak cell rise 12.1 K; cell spread 10.0 K; coolant rise 3.70 K; pressure drop illegible E peak cell rise 9.67 K; cell spread 7.97 K; coolant rise illegible; pressure drop 0.0414 kPa F peak cell rise 8.22 K; cell spread 6.08 K; coolant rise 3.14 K; pressure drop illegible Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 25.5 °C): Coolant 50 wt% ethylene glycol / water at 14.6 °C inlet, 0.500 L/min (density 1068 kg/m³, cp 3284 J/kgK, viscosity 4.43 mPa·s). Ambient 33.7 °C, external heat-transfer coefficient 7.2 W/m²K on exposed surfaces. Load: charge at 0.275C, SOC 68%, state of health 72%; total heat generation 18.9 W (18.0 W in cells, 0.914 W in terminals/interconnects, applied uniformly). Duty Y (limit 32.5 °C): Coolant 30 wt% ethylene glycol / water at 23.7 °C inlet, 0.500 L/min (density 1037 kg/m³, cp 3729 J/kgK, viscosity 1.95 mPa·s). Ambient 38.8 °C, external heat-transfer coefficient 5.0 W/m²K on exposed surfaces. Load: charge at 0.487C, SOC 78%, state of health 97%; total heat generation 29.3 W (27.1 W in cells, 2.28 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""5\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 33.65447759628296, ""c_rate"": 0.2748050244345113, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1067.712129021206, ""dynamic_viscosity_pa_s"": 0.0044310215143398, ""specific_heat_j_kgk"": 3283.5914482764074, ""thermal_conductivity_w_mk"": 0.3858348292111851}, ""external_htc_w_m2k"": 7.196081293746829, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 18.01825486498187, ""interconnects"": 0.914352938332745, ""total"": 18.932607803314617}, ""inlet_temperature_c"": 14.648529527661871, ""operation"": ""charge"", ""soc"": 0.6841404085047542, ""soh"": 0.7162252073176205}, {""ambient_temperature_c"": 38.80959121976048, ""c_rate"": 0.486509773641421, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1036.520927709154, ""dynamic_viscosity_pa_s"": 0.0019474092815777, ""specific_heat_j_kgk"": 3728.945186188793, ""thermal_conductivity_w_mk"": 0.4682805811967078}, ""external_htc_w_m2k"": 5.009012149646878, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 27.059140880747613, ""interconnects"": 2.2755263296557215, ""total"": 29.334667210403335}, ""inlet_temperature_c"": 23.658528793603185, ""operation"": ""charge"", ""soc"": 0.7828397355042398, ""soh"": 0.9669173470698296}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 105.0, ""cell_count"": 36, ""cell_dimensions_mm"": {""height"": 200.5, ""length"": 36.35, ""width"": 130.3}, ""cell_family"": ""eve_lf105"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 2.713638201355934, ""chemistry"": ""LFP/graphite"", ""columns"": 12, ""interstitial"": ""air"", ""plate_coverage"": 0.910694571263858, ""rows"": 3, ""tim_thickness_mm"": 1.2850983195938168}, ""planned_points"": [{""ambient_temperature_c"": 29.17394962161779, ""c_rate"": 0.4094902496056173, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.56397679158, ""dynamic_viscosity_pa_s"": 0.001254103892972, ""specific_heat_j_kgk"": 4192.973991583174, ""thermal_conductivity_w_mk"": 0.5817210646443813}, ""external_htc_w_m2k"": 7.869003488682211, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 30.314952128408923, ""interconnects"": 1.8798890334885443, ""total"": 32.194841161897465}, ""inlet_temperature_c"": 11.423143865540624, ""operation"": ""charge"", ""soc"": 0.2879300062078982, ""soh"": 0.8358276249840855}, {""ambient_temperature_c"": 22.77002288028598, ""c_rate"": 0.3379543742414664, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.8463917329428, ""dynamic_viscosity_pa_s"": 0.0010909443053331, ""specific_heat_j_kgk"": 4186.83336625628, ""thermal_conductivity_w_mk"": 0.5918339417901585}, ""external_htc_w_m2k"": 11.235006261616943, ""flow_lpm"": 0.6664846242057193, ""heat_w"": {""cells"": 138.95466423178135, ""interconnects"": 1.3759532336097884, ""total"": 140.33061746539113}, ""inlet_temperature_c"": 16.601095808888246, ""operation"": ""discharge"", ""soc"": 0.1954823301639408, ""soh"": 0.9009831126779316}, {""ambient_temperature_c"": 20.458575366064903, ""c_rate"": 0.3584235941528833, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1067.9883131625795, ""dynamic_viscosity_pa_s"": 0.0045178941337779, ""specific_heat_j_kgk"": 3280.6594952354835, ""thermal_conductivity_w_mk"": 0.385497553208724}, ""external_htc_w_m2k"": 6.199684322811663, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 77.3531447332711, ""interconnects"": 7.902023256814354, ""total"": 85.25516799008545}, ""inlet_temperature_c"": 14.10320593691413, ""operation"": ""discharge"", ""soc"": 0.8769521148875355, ""soh"": 0.7698841151781379}, {""ambient_temperature_c"": 35.66471905447543, ""c_rate"": 0.2908835541044577, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 997.9254599816188, ""dynamic_viscosity_pa_s"": 0.0009700242847293, ""specific_heat_j_kgk"": 4183.186168905988, ""thermal_conductivity_w_mk"": 0.6003231152729397}, ""external_htc_w_m2k"": 9.97480012010783, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 13.05403943696126, ""interconnects"": 1.337452706726194, ""total"": 14.391492143687454}, ""inlet_temperature_c"": 21.320439729246804, ""operation"": ""charge"", ""soc"": 0.4015749952290207, ""soh"": 0.885135506466031}, {""ambient_temperature_c"": 13.94058296456933, ""c_rate"": 0.2017177523837623, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1067.538834218909, ""dynamic_viscosity_pa_s"": 0.0043779465653646, ""specific_heat_j_kgk"": 3285.420567161045, ""thermal_conductivity_w_mk"": 0.3860456307996995}, ""external_htc_w_m2k"": 3.811968212015927, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 70.22041723356537, ""interconnects"": 0.3018663910374626, ""total"": 70.52228362460284}, ""inlet_temperature_c"": 14.989296015893023, ""operation"": ""discharge"", ""soc"": 0.5638804510235786, ""soh"": 0.9504831730388104}], ""plate"": {""channel_diameter_mm"": 4.53136213740372, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 27.0, ""inlet_face"": ""left"", ""layout"": ""parallel"", ""length_mm"": 495.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 2.937186371535063, ""outlet_face"": ""right"", ""parallel_paths"": 18, ""port_diameter_mm"": 14.662861628747276, ""turns"": 0, ""width_mm"": 425.0}}",,"{""limits_C"": {""X"": 25.5, ""Y"": 32.5}, ""links"": {""1"": ""D"", ""2"": ""E"", ""3"": ""F"", ""4"": ""A"", ""5"": ""B""}, ""misfiled"": ""C"", ""peak_C"": {""X"": 27.500909423828148, ""Y"": 34.2543884277344}, ""rise_K"": {""X"": 12.85237989616627, ""Y"": 10.595859634131216}, ""signoff"": {""X"": ""fail"", ""Y"": ""fail""}}","{""params"": {}, ""scorer"": ""campaign""}","{""duty_modes"": [""chilled_high_load_tail"", ""thermal_stress_tail""], ""duty_regimes"": [""ambient_heated"", ""ambient_heated""], ""fit_clearance_scales"": [1.1, 1.57], ""interstitial"": ""air"", ""non_controller_duties"": 2, ""profile"": ""training"", ""signoff"": ""fail_fail"", ""stray_state"": ""whole"", ""training_format"": ""campaign_5p"", ""trap_duties"": 0, ""uniqueness_ratio"": 1.09}","{""answer_case_names"": [""case00697"", ""case00701"", ""case00699"", ""case00700"", ""case00698"", ""case00702"", ""case00703"", ""case13765""], ""case_names"": [""case00697"", ""case00701"", ""case00699"", ""case00700"", ""case00698"", ""case00702"", ""case00703"", ""case13765""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case00702"", ""case00703""], ""geometry_ids"": [""geom_95660ba045f75c1f"", ""geom_95660ba045f75c1f"", ""geom_95660ba045f75c1f"", ""geom_95660ba045f75c1f"", ""geom_95660ba045f75c1f"", ""geom_95660ba045f75c1f"", ""geom_95660ba045f75c1f"", ""geom_0be7d56b6b6708f8""], ""point_cases"": [""case00697"", ""case00701"", ""case00699"", ""case00700"", ""case00698""], ""solve_signatures"": [""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+cht-bounded-flow-progress-v1+cht-solid-topology-reuse-v1+cht-secondary-accuracy-recovery-v1+cht-secondary-failure-evidence-v1+cht-sibling-flow-initial-guess-v1+cht-certified-cfl-gate-v1+cht-hydraulic-envelope-explicit-v1+cht-cfl-edge-memory-v1+cht-stationary-plateau-acceptance-v1+cht-sfd-float64-v1+cht-sibling-thermal-initial-guess-v1+cht-pressure-endgame-v1+cht-buoyant-spinup-fail-fast-v1+cht-period-two-cfl-guard-v1+cht-growth-endgame-v1+cht-secondary-screening-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-poly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""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-polymesh-flow-gate+native-polymesh-bounded-pressure-recovery+native-polymesh-fixed-outlet-handoff+native-polymesh-point-velocity-trust+native-polymesh-mass-recovery-cut+native-polymesh-zero-hot-cell-speed-rail+native-polymesh-progressive-mass-recovery+native-polymesh-owner-window-cfl-recovery+flow-gate-fixed-outlet-pressure-drop+cutcell-face-normal-boundary-distance+cutcell-postclosure-owner-dose+durable-flow-restart+sealed-gap-buoyancy-gate+acm-potential-wall-ramp+acm-reference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-09-v3\""""], ""stray_case"": ""case13765""}" ejb-training-0.1-train_val-campaign-00060-28c2d5,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The five planned test points are listed below. Six result sheets came back from the rig, but their labels were lost and some entries are illegible. Five belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 36 x EVE LF105-class prismatic cell (105 Ah, LFP/graphite, 36.4 x 130 x 200 mm) in a rectangular grid of 3 rows x 12 columns, 2.7 mm cell spacing; a 1.3 mm thermal-interface pad under each cell; open air between cells (natural convection and radiation to ambient). Cold plate: Aluminium centre-fed parallel-channel plate, 495 x 425 x 27.0 mm; 18 parallel round channels fed by a bifurcating centre manifold; channel diameter 4.53 mm, flow along the plate length (x); ports 14.7 mm on the left (inlet) and right (outlet) faces; minimum wall 2.9 mm. Planned test points 1: Coolant water at 16.6 °C inlet, 0.666 L/min (density 998.8 kg/m³, cp 4187 J/kgK, viscosity 1.09 mPa·s). Ambient 22.8 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 0.338C, SOC 20%, state of health 90%; total heat generation 140 W (139 W in cells, 1.38 W in terminals/interconnects, applied uniformly). 2: Coolant 30 wt% ethylene glycol / water at 23.7 °C inlet, 0.500 L/min (density 1037 kg/m³, cp 3729 J/kgK, viscosity 1.95 mPa·s). Ambient 38.8 °C, external heat-transfer coefficient 5.0 W/m²K on exposed surfaces. Load: charge at 0.487C, SOC 78%, state of health 97%; total heat generation 29.3 W (27.1 W in cells, 2.28 W in terminals/interconnects, applied uniformly). 3: Coolant water at 21.3 °C inlet, 0.500 L/min (density 997.9 kg/m³, cp 4183 J/kgK, viscosity 0.970 mPa·s). Ambient 35.7 °C, external heat-transfer coefficient 10.0 W/m²K on exposed surfaces. Load: charge at 0.291C, SOC 40%, state of health 89%; total heat generation 14.4 W (13.1 W in cells, 1.34 W in terminals/interconnects, applied uniformly). 4: Coolant 50 wt% ethylene glycol / water at 15.0 °C inlet, 0.500 L/min (density 1068 kg/m³, cp 3285 J/kgK, viscosity 4.38 mPa·s). Ambient 13.9 °C, external heat-transfer coefficient 3.8 W/m²K on exposed surfaces. Load: discharge at 0.202C, SOC 56%, state of health 95%; total heat generation 70.5 W (70.2 W in cells, 0.302 W in terminals/interconnects, applied uniformly). 5: Coolant 50 wt% ethylene glycol / water at 14.1 °C inlet, 0.500 L/min (density 1068 kg/m³, cp 3281 J/kgK, viscosity 4.52 mPa·s). Ambient 20.5 °C, external heat-transfer coefficient 6.2 W/m²K on exposed surfaces. Load: discharge at 0.358C, SOC 88%, state of health 77%; total heat generation 85.3 W (77.4 W in cells, 7.90 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 8.31 K; cell spread 6.39 K; coolant rise 3.07 K; pressure drop 0.103 kPa B peak cell rise 8.22 K; cell spread 6.08 K; coolant rise illegible; pressure drop 0.0966 kPa C peak cell rise 9.52 K; cell spread 7.92 K; coolant rise 2.93 K; pressure drop 0.0265 kPa D peak cell rise 4.21 K; cell spread 3.35 K; coolant rise 1.50 K; pressure drop illegible E peak cell rise 10.6 K; cell spread 8.53 K; coolant rise illegible; pressure drop 0.0463 kPa F peak cell rise 9.67 K; cell spread 7.97 K; coolant rise 3.05 K; pressure drop illegible Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 19.0 °C): Coolant 30 wt% ethylene glycol / water at 13.8 °C inlet, 18.0 L/min (density 1040 kg/m³, cp 3700 J/kgK, viscosity 2.62 mPa·s). Ambient 12.4 °C, external heat-transfer coefficient 8.8 W/m²K on exposed surfaces. Load: discharge at 0.239C, SOC 52%, state of health 78%; total heat generation 110 W (110 W in cells, 0.559 W in terminals/interconnects, applied uniformly). Duty Y (limit 25.0 °C): Coolant 50 wt% ethylene glycol / water at 14.6 °C inlet, 0.500 L/min (density 1068 kg/m³, cp 3284 J/kgK, viscosity 4.43 mPa·s). Ambient 33.7 °C, external heat-transfer coefficient 7.2 W/m²K on exposed surfaces. Load: charge at 0.275C, SOC 68%, state of health 72%; total heat generation 18.9 W (18.0 W in cells, 0.914 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""5\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 12.391251167282462, ""c_rate"": 0.2392396256959161, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1040.433076303542, ""dynamic_viscosity_pa_s"": 0.0026240108590154, ""specific_heat_j_kgk"": 3700.04293704069, ""thermal_conductivity_w_mk"": 0.4591457100563038}, ""external_htc_w_m2k"": 8.841232046484947, ""flow_lpm"": 18.0, ""heat_w"": {""cells"": 109.83713182603242, ""interconnects"": 0.5592452079868289, ""total"": 110.39637703401924}, 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eference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-09-v3\"""", ""all_speed_conjugate|all_speed|2026-11-04-explicit-outlet-temperature-v1+2026-11-03-sized-cpu-export-v1+frozen-flow-restart-v1+2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+cht-bounded-flow-progress-v1+cht-solid-topology-reuse-v1+cht-secondary-accuracy-recovery-v1+cht-secondary-failure-evidence-v1+cht-sibling-flow-initial-guess-v1+cht-certified-cfl-gate-v1+cht-hydraulic-envelope-explicit-v1+cht-cfl-edge-memory-v1+cht-stationary-plateau-acceptance-v1+cht-sfd-float64-v1+cht-sibling-thermal-initial-guess-v1+cht-pressure-endgame-v1+cht-buoyant-spinup-fail-fast-v1+cht-period-two-cfl-guard-v1+cht-growth-endgame-v1+cht-secondary-screening-v1+cht-secondary-screening-secant-v1+cht-period-two-regrowth-gate-v1+cht-endgame-dose-ladder-v1+cht-endgame-momentum-sfd-v1+cht-secondary-endgame-v1+cht-endgame-pseudo-time-leg-v1+cht-secondary-stall-recovery-v1+cht-secondary-stationarity-v1+cht-endgame-cfl-stepback-v1+workhorse-compile-timeout-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-polymesh-flow-gate+native-polymesh-bounded-pressure-recovery+native-polymesh-fixed-outlet-handoff+native-polymesh-point-velocity-trust+native-polymesh-mass-recovery-cut+native-polymesh-zero-hot-cell-speed-rail+native-polymesh-progressive-mass-recovery+native-polymesh-owner-window-cfl-recovery+flow-gate-fixed-outlet-pressure-drop+cutcell-face-normal-boundary-distance+cutcell-postclosure-owner-dose+durable-flow-restart+sealed-gap-buoyancy-gate+acm-potential-wall-ramp+acm-reference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-12-v6\""""], ""stray_case"": ""case12626""}" ejb-training-0.1-train_val-campaign-00062-f36d33,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The four planned test points are listed below. Five result sheets came back from the rig, but their labels were lost and some entries are illegible. Four belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 36 x EVE LF105-class prismatic cell (105 Ah, LFP/graphite, 36.4 x 130 x 200 mm) in a rectangular grid of 3 rows x 12 columns, 2.7 mm cell spacing; a 1.3 mm thermal-interface pad under each cell; open air between cells (natural convection and radiation to ambient). Cold plate: Aluminium centre-fed parallel-channel plate, 495 x 425 x 27.0 mm; 18 parallel round channels fed by a bifurcating centre manifold; channel diameter 4.53 mm, flow along the plate length (x); ports 14.7 mm on the left (inlet) and right (outlet) faces; minimum wall 2.9 mm. Planned test points 1: Coolant water at 21.3 °C inlet, 0.500 L/min (density 997.9 kg/m³, cp 4183 J/kgK, viscosity 0.970 mPa·s). Ambient 35.7 °C, external heat-transfer coefficient 10.0 W/m²K on exposed surfaces. Load: charge at 0.291C, SOC 40%, state of health 89%; total heat generation 14.4 W (13.1 W in cells, 1.34 W in terminals/interconnects, applied uniformly). 2: Coolant 50 wt% ethylene glycol / water at 15.0 °C inlet, 0.500 L/min (density 1068 kg/m³, cp 3285 J/kgK, viscosity 4.38 mPa·s). Ambient 13.9 °C, external heat-transfer coefficient 3.8 W/m²K on exposed surfaces. Load: discharge at 0.202C, SOC 56%, state of health 95%; total heat generation 70.5 W (70.2 W in cells, 0.302 W in terminals/interconnects, applied uniformly). 3: Coolant 50 wt% ethylene glycol / water at 14.1 °C inlet, 0.500 L/min (density 1068 kg/m³, cp 3281 J/kgK, viscosity 4.52 mPa·s). Ambient 20.5 °C, external heat-transfer coefficient 6.2 W/m²K on exposed surfaces. Load: discharge at 0.358C, SOC 88%, state of health 77%; total heat generation 85.3 W (77.4 W in cells, 7.90 W in terminals/interconnects, applied uniformly). 4: Coolant water at 16.6 °C inlet, 0.666 L/min (density 998.8 kg/m³, cp 4187 J/kgK, viscosity 1.09 mPa·s). Ambient 22.8 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 0.338C, SOC 20%, state of health 90%; total heat generation 140 W (139 W in cells, 1.38 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 9.52 K; cell spread 7.92 K; coolant rise 2.93 K; pressure drop illegible B peak cell rise 4.21 K; cell spread 3.35 K; coolant rise illegible; pressure drop 0.0938 kPa C peak cell rise 9.67 K; cell spread 7.97 K; coolant rise 3.05 K; pressure drop illegible D peak cell rise 8.22 K; cell spread 6.08 K; coolant rise 3.14 K; pressure drop 0.0966 kPa E peak cell rise 11.3 K; cell spread 6.96 K; coolant rise illegible; pressure drop 0.0480 kPa Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 36.0 °C): Coolant 30 wt% ethylene glycol / water at 23.7 °C inlet, 0.500 L/min (density 1037 kg/m³, cp 3729 J/kgK, viscosity 1.95 mPa·s). Ambient 38.8 °C, external heat-transfer coefficient 5.0 W/m²K on exposed surfaces. Load: charge at 0.487C, SOC 78%, state of health 97%; total heat generation 29.3 W (27.1 W in cells, 2.28 W in terminals/interconnects, applied uniformly). Duty Y (limit 29.0 °C): Coolant 50 wt% ethylene glycol / water at 14.6 °C inlet, 0.500 L/min (density 1068 kg/m³, cp 3284 J/kgK, viscosity 4.43 mPa·s). Ambient 33.7 °C, external heat-transfer coefficient 7.2 W/m²K on exposed surfaces. Load: charge at 0.275C, SOC 68%, state of health 72%; total heat generation 18.9 W (18.0 W in cells, 0.914 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""4\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 38.80959121976048, ""c_rate"": 0.486509773641421, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1036.520927709154, ""dynamic_viscosity_pa_s"": 0.0019474092815777, ""specific_heat_j_kgk"": 3728.945186188793, ""thermal_conductivity_w_mk"": 0.4682805811967078}, ""external_htc_w_m2k"": 5.009012149646878, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 27.059140880747613, ""interconnects"": 2.2755263296557215, ""total"": 29.334667210403335}, ""inlet_temperature_c"": 23.658528793603185, ""operation"": ""charge"", ""soc"": 0.7828397355042398, ""soh"": 0.9669173470698296}, {""ambient_temperature_c"": 33.65447759628296, ""c_rate"": 0.2748050244345113, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1067.712129021206, ""dynamic_viscosity_pa_s"": 0.0044310215143398, ""specific_heat_j_kgk"": 3283.5914482764074, ""thermal_conductivity_w_mk"": 0.3858348292111851}, ""external_htc_w_m2k"": 7.196081293746829, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 18.01825486498187, ""interconnects"": 0.914352938332745, ""total"": 18.932607803314617}, ""inlet_temperature_c"": 14.648529527661871, ""operation"": ""charge"", ""soc"": 0.6841404085047542, ""soh"": 0.7162252073176205}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 105.0, ""cell_count"": 36, ""cell_dimensions_mm"": {""height"": 200.5, ""length"": 36.35, ""width"": 130.3}, ""cell_family"": ""eve_lf105"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 2.713638201355934, ""chemistry"": ""LFP/graphite"", ""columns"": 12, ""interstitial"": ""air"", ""plate_coverage"": 0.910694571263858, ""rows"": 3, ""tim_thickness_mm"": 1.2850983195938168}, ""planned_points"": [{""ambient_temperature_c"": 35.66471905447543, ""c_rate"": 0.2908835541044577, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 997.9254599816188, ""dynamic_viscosity_pa_s"": 0.0009700242847293, ""specific_heat_j_kgk"": 4183.186168905988, ""thermal_conductivity_w_mk"": 0.6003231152729397}, ""external_htc_w_m2k"": 9.97480012010783, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 13.05403943696126, ""interconnects"": 1.337452706726194, ""total"": 14.391492143687454}, ""inlet_temperature_c"": 21.320439729246804, ""operation"": ""charge"", ""soc"": 0.4015749952290207, ""soh"": 0.885135506466031}, {""ambient_temperature_c"": 13.94058296456933, ""c_rate"": 0.2017177523837623, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1067.538834218909, ""dynamic_viscosity_pa_s"": 0.0043779465653646, ""specific_heat_j_kgk"": 3285.420567161045, ""thermal_conductivity_w_mk"": 0.3860456307996995}, ""external_htc_w_m2k"": 3.811968212015927, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 70.22041723356537, ""interconnects"": 0.3018663910374626, ""total"": 70.52228362460284}, ""inlet_temperature_c"": 14.989296015893023, ""operation"": ""discharge"", ""soc"": 0.5638804510235786, ""soh"": 0.9504831730388104}, {""ambient_temperature_c"": 20.458575366064903, ""c_rate"": 0.3584235941528833, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1067.9883131625795, ""dynamic_viscosity_pa_s"": 0.0045178941337779, ""specific_heat_j_kgk"": 3280.6594952354835, ""thermal_conductivity_w_mk"": 0.385497553208724}, ""external_htc_w_m2k"": 6.199684322811663, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 77.3531447332711, ""interconnects"": 7.902023256814354, ""total"": 85.25516799008545}, ""inlet_temperature_c"": 14.10320593691413, ""operation"": ""discharge"", ""soc"": 0.8769521148875355, ""soh"": 0.7698841151781379}, {""ambient_temperature_c"": 22.77002288028598, ""c_rate"": 0.3379543742414664, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.8463917329428, ""dynamic_viscosity_pa_s"": 0.0010909443053331, ""specific_heat_j_kgk"": 4186.83336625628, ""thermal_conductivity_w_mk"": 0.5918339417901585}, ""external_htc_w_m2k"": 11.235006261616943, ""flow_lpm"": 0.6664846242057193, ""heat_w"": {""cells"": 138.95466423178135, ""interconnects"": 1.3759532336097884, ""total"": 140.33061746539113}, ""inlet_temperature_c"": 16.601095808888246, ""operation"": ""discharge"", ""soc"": 0.1954823301639408, ""soh"": 0.9009831126779316}], ""plate"": {""channel_diameter_mm"": 4.53136213740372, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 27.0, ""inlet_face"": ""left"", ""layout"": ""parallel"", ""length_mm"": 495.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 2.937186371535063, ""outlet_face"": ""right"", ""parallel_paths"": 18, ""port_diameter_mm"": 14.662861628747276, ""turns"": 0, ""width_mm"": 425.0}}",,"{""limits_C"": {""X"": 36.0, ""Y"": 29.0}, ""links"": {""1"": ""A"", ""2"": ""B"", ""3"": ""D"", ""4"": ""C""}, ""misfiled"": ""E"", ""peak_C"": {""X"": 34.2543884277344, ""Y"": 27.500909423828148}, ""rise_K"": {""X"": 10.595859634131216, ""Y"": 12.85237989616627}, ""signoff"": {""X"": ""pass"", ""Y"": ""pass""}}","{""params"": {}, ""scorer"": ""campaign""}","{""duty_modes"": [""thermal_stress_tail"", ""chilled_high_load_tail""], ""duty_regimes"": [""ambient_heated"", ""ambient_heated""], ""fit_clearance_scales"": [1.72, 1.62], ""interstitial"": ""air"", ""non_controller_duties"": 2, ""profile"": ""training"", ""signoff"": ""pass_pass"", ""stray_state"": ""rise"", ""training_format"": ""campaign_4p"", ""trap_duties"": 0, ""uniqueness_ratio"": 1.093}","{""answer_case_names"": [""case00700"", ""case00698"", ""case00699"", ""case00701"", ""case00703"", ""case00702"", ""case13765""], ""case_names"": [""case00700"", ""case00698"", ""case00699"", ""case00701"", ""case00703"", ""case00702"", ""case13765""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case00703"", ""case00702""], ""geometry_ids"": [""geom_95660ba045f75c1f"", ""geom_95660ba045f75c1f"", ""geom_95660ba045f75c1f"", ""geom_95660ba045f75c1f"", ""geom_95660ba045f75c1f"", ""geom_95660ba045f75c1f"", ""geom_0be7d56b6b6708f8""], ""point_cases"": [""case00700"", ""case00698"", ""case00699"", ""case00701""], ""solve_signatures"": [""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+cht-bounded-flow-progress-v1+cht-solid-topology-reuse-v1+cht-secondary-accuracy-recovery-v1+cht-secondary-failure-evidence-v1+cht-sibling-flow-initial-guess-v1+cht-certified-cfl-gate-v1+cht-hydraulic-envelope-explicit-v1+cht-cfl-edge-memory-v1+cht-stationary-plateau-acceptance-v1+cht-sfd-float64-v1+cht-sibling-thermal-initial-guess-v1+cht-pressure-endgame-v1+cht-buoyant-spinup-fail-fast-v1+cht-period-two-cfl-guard-v1+cht-growth-endgame-v1+cht-secondary-screening-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-poly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""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-polymesh-flow-gate+native-polymesh-bounded-pressure-recovery+native-polymesh-fixed-outlet-handoff+native-polymesh-point-velocity-trust+native-polymesh-mass-recovery-cut+native-polymesh-zero-hot-cell-speed-rail+native-polymesh-progressive-mass-recovery+native-polymesh-owner-window-cfl-recovery+flow-gate-fixed-outlet-pressure-drop+cutcell-face-normal-boundary-distance+cutcell-postclosure-owner-dose+durable-flow-restart+sealed-gap-buoyancy-gate+acm-potential-wall-ramp+acm-reference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-09-v3\""""], ""stray_case"": ""case13765""}" ejb-training-0.1-train_val-campaign-00064-910863,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The four planned test points are listed below. Five result sheets came back from the rig, but their labels were lost and some entries are illegible. Four belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 36 x EVE LF105-class prismatic cell (105 Ah, LFP/graphite, 36.4 x 130 x 200 mm) in a rectangular grid of 3 rows x 12 columns, 2.7 mm cell spacing; a 1.3 mm thermal-interface pad under each cell; open air between cells (natural convection and radiation to ambient). Cold plate: Aluminium centre-fed parallel-channel plate, 495 x 425 x 27.0 mm; 18 parallel round channels fed by a bifurcating centre manifold; channel diameter 4.53 mm, flow along the plate length (x); ports 14.7 mm on the left (inlet) and right (outlet) faces; minimum wall 2.9 mm. Planned test points 1: Coolant 50 wt% ethylene glycol / water at 15.0 °C inlet, 0.500 L/min (density 1068 kg/m³, cp 3285 J/kgK, viscosity 4.38 mPa·s). Ambient 13.9 °C, external heat-transfer coefficient 3.8 W/m²K on exposed surfaces. Load: discharge at 0.202C, SOC 56%, state of health 95%; total heat generation 70.5 W (70.2 W in cells, 0.302 W in terminals/interconnects, applied uniformly). 2: Coolant water at 16.6 °C inlet, 0.666 L/min (density 998.8 kg/m³, cp 4187 J/kgK, viscosity 1.09 mPa·s). Ambient 22.8 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 0.338C, SOC 20%, state of health 90%; total heat generation 140 W (139 W in cells, 1.38 W in terminals/interconnects, applied uniformly). 3: Coolant water at 21.3 °C inlet, 0.500 L/min (density 997.9 kg/m³, cp 4183 J/kgK, viscosity 0.970 mPa·s). Ambient 35.7 °C, external heat-transfer coefficient 10.0 W/m²K on exposed surfaces. Load: charge at 0.291C, SOC 40%, state of health 89%; total heat generation 14.4 W (13.1 W in cells, 1.34 W in terminals/interconnects, applied uniformly). 4: Coolant 30 wt% ethylene glycol / water at 13.8 °C inlet, 18.0 L/min (density 1040 kg/m³, cp 3700 J/kgK, viscosity 2.62 mPa·s). Ambient 12.4 °C, external heat-transfer coefficient 8.8 W/m²K on exposed surfaces. Load: discharge at 0.239C, SOC 52%, state of health 78%; total heat generation 110 W (110 W in cells, 0.559 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 9.52 K; cell spread 7.92 K; coolant rise 2.93 K; pressure drop illegible B peak cell rise 4.21 K; cell spread 3.35 K; coolant rise illegible; pressure drop 0.0938 kPa C peak cell rise 9.67 K; cell spread 7.97 K; coolant rise 3.05 K; pressure drop 0.0414 kPa D peak cell rise 4.34 K; cell spread 4.04 K; coolant rise 0.0700 K; pressure drop illegible E peak cell rise 4.67 K; cell spread 3.04 K; coolant rise illegible; pressure drop 0.0939 kPa Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 29.0 °C): Coolant 50 wt% ethylene glycol / water at 14.6 °C inlet, 0.500 L/min (density 1068 kg/m³, cp 3284 J/kgK, viscosity 4.43 mPa·s). Ambient 33.7 °C, external heat-transfer coefficient 7.2 W/m²K on exposed surfaces. Load: charge at 0.275C, SOC 68%, state of health 72%; total heat generation 18.9 W (18.0 W in cells, 0.914 W in terminals/interconnects, applied uniformly). Duty Y (limit 35.5 °C): Coolant 30 wt% ethylene glycol / water at 23.7 °C inlet, 0.500 L/min (density 1037 kg/m³, cp 3729 J/kgK, viscosity 1.95 mPa·s). Ambient 38.8 °C, external heat-transfer coefficient 5.0 W/m²K on exposed surfaces. Load: charge at 0.487C, SOC 78%, state of health 97%; total heat generation 29.3 W (27.1 W in cells, 2.28 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""4\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 33.65447759628296, ""c_rate"": 0.2748050244345113, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1067.712129021206, ""dynamic_viscosity_pa_s"": 0.0044310215143398, ""specific_heat_j_kgk"": 3283.5914482764074, ""thermal_conductivity_w_mk"": 0.3858348292111851}, ""external_htc_w_m2k"": 7.196081293746829, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 18.01825486498187, ""interconnects"": 0.914352938332745, ""total"": 18.932607803314617}, ""inlet_temperature_c"": 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""stray_case"": ""case11586""}" ejb-training-0.1-train_val-campaign-00067-6ce60e,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The four planned test points are listed below. Five result sheets came back from the rig, but their labels were lost and some entries are illegible. Four belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 36 x EVE LF105-class prismatic cell (105 Ah, LFP/graphite, 36.4 x 130 x 200 mm) in a rectangular grid of 3 rows x 12 columns, 2.7 mm cell spacing; a 1.3 mm thermal-interface pad under each cell; open air between cells (natural convection and radiation to ambient). Cold plate: Aluminium centre-fed parallel-channel plate, 495 x 425 x 27.0 mm; 18 parallel round channels fed by a bifurcating centre manifold; channel diameter 4.53 mm, flow along the plate length (x); ports 14.7 mm on the left (inlet) and right (outlet) faces; minimum wall 2.9 mm. Planned test points 1: Coolant water at 11.4 °C inlet, 0.500 L/min (density 999.6 kg/m³, cp 4193 J/kgK, viscosity 1.25 mPa·s). Ambient 29.2 °C, external heat-transfer coefficient 7.9 W/m²K on exposed surfaces. Load: charge at 0.409C, SOC 29%, state of health 84%; total heat generation 32.2 W (30.3 W in cells, 1.88 W in terminals/interconnects, applied uniformly). 2: Coolant 50 wt% ethylene glycol / water at 14.6 °C inlet, 0.500 L/min (density 1068 kg/m³, cp 3284 J/kgK, viscosity 4.43 mPa·s). Ambient 33.7 °C, external heat-transfer coefficient 7.2 W/m²K on exposed surfaces. Load: charge at 0.275C, SOC 68%, state of health 72%; total heat generation 18.9 W (18.0 W in cells, 0.914 W in terminals/interconnects, applied uniformly). 3: Coolant 50 wt% ethylene glycol / water at 15.0 °C inlet, 0.500 L/min (density 1068 kg/m³, cp 3285 J/kgK, viscosity 4.38 mPa·s). Ambient 13.9 °C, external heat-transfer coefficient 3.8 W/m²K on exposed surfaces. Load: discharge at 0.202C, SOC 56%, state of health 95%; total heat generation 70.5 W (70.2 W in cells, 0.302 W in terminals/interconnects, applied uniformly). 4: Coolant water at 21.3 °C inlet, 0.500 L/min (density 997.9 kg/m³, cp 4183 J/kgK, viscosity 0.970 mPa·s). Ambient 35.7 °C, external heat-transfer coefficient 10.0 W/m²K on exposed surfaces. Load: charge at 0.291C, SOC 40%, state of health 89%; total heat generation 14.4 W (13.1 W in cells, 1.34 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 4.21 K; cell spread 3.35 K; coolant rise illegible; pressure drop 0.0938 kPa B peak cell rise 9.52 K; cell spread 7.92 K; coolant rise 2.93 K; pressure drop illegible C peak cell rise 12.9 K; cell spread 9.90 K; coolant rise 4.13 K; pressure drop 0.0949 kPa D peak cell rise 12.1 K; cell spread 10.0 K; coolant rise illegible; pressure drop 0.0323 kPa E peak cell rise 4.75 K; cell spread 3.40 K; coolant rise 1.67 K; pressure drop illegible Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 19.0 °C): Coolant 30 wt% ethylene glycol / water at 13.8 °C inlet, 18.0 L/min (density 1040 kg/m³, cp 3700 J/kgK, viscosity 2.62 mPa·s). Ambient 12.4 °C, external heat-transfer coefficient 8.8 W/m²K on exposed surfaces. Load: discharge at 0.239C, SOC 52%, state of health 78%; total heat generation 110 W (110 W in cells, 0.559 W in terminals/interconnects, applied uniformly). Duty Y (limit 36.0 °C): Coolant 30 wt% ethylene glycol / water at 23.7 °C inlet, 0.500 L/min (density 1037 kg/m³, cp 3729 J/kgK, viscosity 1.95 mPa·s). Ambient 38.8 °C, external heat-transfer coefficient 5.0 W/m²K on exposed surfaces. Load: charge at 0.487C, SOC 78%, state of health 97%; total heat generation 29.3 W (27.1 W in cells, 2.28 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""4\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 12.391251167282462, ""c_rate"": 0.2392396256959161, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1040.433076303542, ""dynamic_viscosity_pa_s"": 0.0026240108590154, ""specific_heat_j_kgk"": 3700.04293704069, ""thermal_conductivity_w_mk"": 0.4591457100563038}, ""external_htc_w_m2k"": 8.841232046484947, ""flow_lpm"": 18.0, ""heat_w"": {""cells"": 109.83713182603242, ""interconnects"": 0.5592452079868289, ""total"": 110.39637703401924}, ""inlet_temperature_c"": 13.849141462952671, ""operation"": ""discharge"", ""soc"": 0.5201700213830918, ""soh"": 0.781582194007933}, {""ambient_temperature_c"": 38.80959121976048, ""c_rate"": 0.486509773641421, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1036.520927709154, ""dynamic_viscosity_pa_s"": 0.0019474092815777, ""specific_heat_j_kgk"": 3728.945186188793, ""thermal_conductivity_w_mk"": 0.4682805811967078}, ""external_htc_w_m2k"": 5.009012149646878, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 27.059140880747613, ""interconnects"": 2.2755263296557215, ""total"": 29.334667210403335}, ""inlet_temperature_c"": 23.658528793603185, ""operation"": ""charge"", ""soc"": 0.7828397355042398, ""soh"": 0.9669173470698296}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 105.0, ""cell_count"": 36, ""cell_dimensions_mm"": {""height"": 200.5, ""length"": 36.35, ""width"": 130.3}, ""cell_family"": ""eve_lf105"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 2.713638201355934, ""chemistry"": ""LFP/graphite"", ""columns"": 12, ""interstitial"": ""air"", ""plate_coverage"": 0.910694571263858, ""rows"": 3, ""tim_thickness_mm"": 1.2850983195938168}, ""planned_points"": [{""ambient_temperature_c"": 29.17394962161779, ""c_rate"": 0.4094902496056173, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.56397679158, ""dynamic_viscosity_pa_s"": 0.001254103892972, ""specific_heat_j_kgk"": 4192.973991583174, ""thermal_conductivity_w_mk"": 0.5817210646443813}, ""external_htc_w_m2k"": 7.869003488682211, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 30.314952128408923, ""interconnects"": 1.8798890334885443, ""total"": 32.194841161897465}, ""inlet_temperature_c"": 11.423143865540624, ""operation"": ""charge"", ""soc"": 0.2879300062078982, ""soh"": 0.8358276249840855}, {""ambient_temperature_c"": 33.65447759628296, ""c_rate"": 0.2748050244345113, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1067.712129021206, ""dynamic_viscosity_pa_s"": 0.0044310215143398, ""specific_heat_j_kgk"": 3283.5914482764074, ""thermal_conductivity_w_mk"": 0.3858348292111851}, ""external_htc_w_m2k"": 7.196081293746829, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 18.01825486498187, ""interconnects"": 0.914352938332745, ""total"": 18.932607803314617}, ""inlet_temperature_c"": 14.648529527661871, ""operation"": ""charge"", ""soc"": 0.6841404085047542, ""soh"": 0.7162252073176205}, {""ambient_temperature_c"": 13.94058296456933, ""c_rate"": 0.2017177523837623, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1067.538834218909, ""dynamic_viscosity_pa_s"": 0.0043779465653646, ""specific_heat_j_kgk"": 3285.420567161045, ""thermal_conductivity_w_mk"": 0.3860456307996995}, ""external_htc_w_m2k"": 3.811968212015927, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 70.22041723356537, ""interconnects"": 0.3018663910374626, ""total"": 70.52228362460284}, ""inlet_temperature_c"": 14.989296015893023, ""operation"": ""discharge"", ""soc"": 0.5638804510235786, ""soh"": 0.9504831730388104}, {""ambient_temperature_c"": 35.66471905447543, ""c_rate"": 0.2908835541044577, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 997.9254599816188, ""dynamic_viscosity_pa_s"": 0.0009700242847293, ""specific_heat_j_kgk"": 4183.186168905988, ""thermal_conductivity_w_mk"": 0.6003231152729397}, ""external_htc_w_m2k"": 9.97480012010783, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 13.05403943696126, ""interconnects"": 1.337452706726194, ""total"": 14.391492143687454}, ""inlet_temperature_c"": 21.320439729246804, ""operation"": ""charge"", ""soc"": 0.4015749952290207, ""soh"": 0.885135506466031}], ""plate"": {""channel_diameter_mm"": 4.53136213740372, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 27.0, ""inlet_face"": ""left"", ""layout"": ""parallel"", ""length_mm"": 495.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 2.937186371535063, ""outlet_face"": ""right"", ""parallel_paths"": 18, ""port_diameter_mm"": 14.662861628747276, ""turns"": 0, ""width_mm"": 425.0}}",,"{""limits_C"": {""X"": 19.0, ""Y"": 36.0}, ""links"": {""1"": ""D"", ""2"": ""C"", ""3"": ""A"", ""4"": ""B""}, ""misfiled"": ""E"", ""peak_C"": {""X"": 18.191003417968773, ""Y"": 34.2543884277344}, ""rise_K"": {""X"": 4.3418619550161, ""Y"": 10.595859634131216}, ""signoff"": {""X"": ""pass"", ""Y"": ""pass""}}","{""params"": {}, ""scorer"": ""campaign""}","{""duty_modes"": [""hydraulic_exploration"", ""thermal_stress_tail""], ""duty_regimes"": [""ambient_cooled"", ""ambient_heated""], ""fit_clearance_scales"": [34.13, 1.46], ""interstitial"": ""air"", ""non_controller_duties"": 2, ""profile"": ""training"", ""signoff"": ""pass_pass"", ""stray_state"": ""dP"", ""training_format"": ""campaign_4p"", ""trap_duties"": 0, ""uniqueness_ratio"": 1.482}","{""answer_case_names"": [""case00697"", ""case00702"", ""case00698"", ""case00700"", ""case00704"", ""case00703"", ""case13709""], ""case_names"": [""case00697"", ""case00702"", ""case00698"", ""case00700"", ""case00704"", ""case00703"", ""case13709""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case00704"", ""case00703""], ""geometry_ids"": [""geom_95660ba045f75c1f"", ""geom_95660ba045f75c1f"", ""geom_95660ba045f75c1f"", ""geom_95660ba045f75c1f"", ""geom_95660ba045f75c1f"", ""geom_95660ba045f75c1f"", ""geom_f65cd5f8e7ddbeac""], ""point_cases"": [""case00697"", ""case00702"", ""case00698"", ""case00700""], ""solve_signatures"": [""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+cht-bounded-flow-progress-v1+cht-solid-topology-reuse-v1+cht-secondary-accuracy-recovery-v1+cht-secondary-failure-evidence-v1+cht-sibling-flow-initial-guess-v1+cht-certified-cfl-gate-v1+cht-hydraulic-envelope-explicit-v1+cht-cfl-edge-memory-v1+cht-stationary-plateau-acceptance-v1+cht-sfd-float64-v1+cht-sibling-thermal-initial-guess-v1+cht-pressure-endgame-v1+cht-buoyant-spinup-fail-fast-v1+cht-period-two-cfl-guard-v1+cht-growth-endgame-v1+cht-secondary-screening-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-poly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""all_speed_conjugate|all_speed|2026-11-04-explicit-outlet-temperature-v1+2026-11-03-sized-cpu-export-v1+frozen-flow-restart-v1+2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+cht-bounded-flow-progress-v1+cht-solid-topology-reuse-v1+cht-secondary-accuracy-recovery-v1+cht-secondary-failure-evidence-v1+cht-sibling-flow-initial-guess-v1+cht-certified-cfl-gate-v1+cht-hydraulic-envelope-explicit-v1+cht-cfl-edge-memory-v1+cht-stationary-plateau-acceptance-v1+cht-sfd-float64-v1+cht-sibling-thermal-initial-guess-v1+cht-pressure-endgame-v1+cht-buoyant-spinup-fail-fast-v1+cht-period-two-cfl-guard-v1+cht-growth-endgame-v1+cht-secondary-screening-v1+cht-secondary-screening-secant-v1+cht-period-two-regrowth-gate-v1+cht-endgame-dose-ladder-v1+cht-endgame-momentum-sfd-v1+cht-secondary-endgame-v1+cht-endgame-pseudo-time-leg-v1+cht-secondary-stall-recovery-v1+cht-secondary-stationarity-v1+cht-endgame-cfl-stepback-v1+workhorse-compile-timeout-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl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""stray_case"": ""case13709""}" ejb-training-0.1-train_val-signoff-00071-c4c726,duty_signoff,single_turn,train_val,public_train,,"You are signing off a battery cold plate at one new duty from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 36 x EVE LF105-class prismatic cell (105 Ah, LFP/graphite, 36.4 x 130 x 200 mm) in a rectangular grid of 3 rows x 12 columns, 2.7 mm cell spacing; a 1.3 mm thermal-interface pad under each cell; open air between cells (natural convection and radiation to ambient). Cold plate: Aluminium centre-fed parallel-channel plate, 495 x 425 x 27.0 mm; 18 parallel round channels fed by a bifurcating centre manifold; channel diameter 4.53 mm, flow along the plate length (x); ports 14.7 mm on the left (inlet) and right (outlet) faces; minimum wall 2.9 mm. Completed runs 1: Coolant water at 16.6 °C inlet, 0.666 L/min (density 998.8 kg/m³, cp 4187 J/kgK, viscosity 1.09 mPa·s). Ambient 22.8 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 0.338C, SOC 20%, state of health 90%; total heat generation 140 W (139 W in cells, 1.38 W in terminals/interconnects, applied uniformly). Result: peak cell rise 9.67 K; cell spread 7.97 K; coolant rise 3.05 K; pressure drop 0.0414 kPa 2: Coolant 30 wt% ethylene glycol / water at 13.8 °C inlet, 18.0 L/min (density 1040 kg/m³, cp 3700 J/kgK, viscosity 2.62 mPa·s). Ambient 12.4 °C, external heat-transfer coefficient 8.8 W/m²K on exposed surfaces. Load: discharge at 0.239C, SOC 52%, state of health 78%; total heat generation 110 W (110 W in cells, 0.559 W in terminals/interconnects, applied uniformly). Result: peak cell rise 4.34 K; cell spread 4.04 K; coolant rise 0.0700 K; pressure drop 8.19 kPa 3: Coolant 30 wt% ethylene glycol / water at 23.7 °C inlet, 0.500 L/min (density 1037 kg/m³, cp 3729 J/kgK, viscosity 1.95 mPa·s). Ambient 38.8 °C, external heat-transfer coefficient 5.0 W/m²K on exposed surfaces. Load: charge at 0.487C, SOC 78%, state of health 97%; total heat generation 29.3 W (27.1 W in cells, 2.28 W in terminals/interconnects, applied uniformly). Result: peak cell rise 10.6 K; cell spread 8.53 K; coolant rise 3.26 K; pressure drop 0.0463 kPa Duties Duty X (peak cell limit 26.0 °C, pressure drop limit 0.0819 kPa): Coolant 50 wt% ethylene glycol / water at 14.6 °C inlet, 0.500 L/min (density 1068 kg/m³, cp 3284 J/kgK, viscosity 4.43 mPa·s). Ambient 33.7 °C, external heat-transfer coefficient 7.2 W/m²K on exposed surfaces. Load: charge at 0.275C, SOC 68%, state of health 72%; total heat generation 18.9 W (18.0 W in cells, 0.914 W in terminals/interconnects, applied uniformly). For each duty, say whether peak cell temperature stays at or below its limit and whether pressure drop stays at or below its limit. Scoring: The score is 1 only if every temperature and pressure verdict is correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""pressure"": ""object mapping \""X\"" to \""pass\"" or \""fail\"""", ""temperature"": ""object mapping \""X\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 33.65447759628296, ""c_rate"": 0.2748050244345113, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1067.712129021206, ""dynamic_viscosity_pa_s"": 0.0044310215143398, ""specific_heat_j_kgk"": 3283.5914482764074, ""thermal_conductivity_w_mk"": 0.3858348292111851}, ""external_htc_w_m2k"": 7.196081293746829, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 18.01825486498187, ""interconnects"": 0.914352938332745, ""total"": 18.932607803314617}, ""inlet_temperature_c"": 14.648529527661871, ""operation"": ""charge"", ""soc"": 0.6841404085047542, ""soh"": 0.7162252073176205}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 105.0, ""cell_count"": 36, ""cell_dimensions_mm"": {""height"": 200.5, ""length"": 36.35, ""width"": 130.3}, ""cell_family"": ""eve_lf105"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 2.713638201355934, ""chemistry"": ""LFP/graphite"", ""columns"": 12, ""interstitial"": ""air"", ""plate_coverage"": 0.910694571263858, ""rows"": 3, ""tim_thickness_mm"": 1.2850983195938168}, ""plate"": {""channel_diameter_mm"": 4.53136213740372, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 27.0, ""inlet_face"": ""left"", ""layout"": ""parallel"", ""length_mm"": 495.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 2.937186371535063, ""outlet_face"": ""right"", ""parallel_paths"": 18, ""port_diameter_mm"": 14.662861628747276, ""turns"": 0, ""width_mm"": 425.0}, ""runs"": [{""ambient_temperature_c"": 22.77002288028598, ""c_rate"": 0.3379543742414664, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.8463917329428, ""dynamic_viscosity_pa_s"": 0.0010909443053331, ""specific_heat_j_kgk"": 4186.83336625628, ""thermal_conductivity_w_mk"": 0.5918339417901585}, ""external_htc_w_m2k"": 11.235006261616943, ""flow_lpm"": 0.6664846242057193, ""heat_w"": {""cells"": 138.95466423178135, ""interconnects"": 1.3759532336097884, ""total"": 140.33061746539113}, ""inlet_temperature_c"": 16.601095808888246, ""operation"": ""discharge"", ""soc"": 0.1954823301639408, ""soh"": 0.9009831126779316}, {""ambient_temperature_c"": 12.391251167282462, ""c_rate"": 0.2392396256959161, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1040.433076303542, ""dynamic_viscosity_pa_s"": 0.0026240108590154, ""specific_heat_j_kgk"": 3700.04293704069, ""thermal_conductivity_w_mk"": 0.4591457100563038}, ""external_htc_w_m2k"": 8.841232046484947, ""flow_lpm"": 18.0, ""heat_w"": {""cells"": 109.83713182603242, ""interconnects"": 0.5592452079868289, ""total"": 110.39637703401924}, ""inlet_temperature_c"": 13.849141462952671, ""operation"": ""discharge"", ""soc"": 0.5201700213830918, ""soh"": 0.781582194007933}, {""ambient_temperature_c"": 38.80959121976048, ""c_rate"": 0.486509773641421, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1036.520927709154, ""dynamic_viscosity_pa_s"": 0.0019474092815777, ""specific_heat_j_kgk"": 3728.945186188793, ""thermal_conductivity_w_mk"": 0.4682805811967078}, ""external_htc_w_m2k"": 5.009012149646878, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 27.059140880747613, ""interconnects"": 2.2755263296557215, ""total"": 29.334667210403335}, ""inlet_temperature_c"": 23.658528793603185, ""operation"": ""charge"", ""soc"": 0.7828397355042398, ""soh"": 0.9669173470698296}]}",,"{""dP_kPa"": {""X"": 0.0948978066065756}, ""limits_C"": {""X"": 26.0}, ""peak_C"": {""X"": 27.500909423828148}, ""pressure"": {""X"": ""fail""}, ""pressure_limits_kPa"": {""X"": 0.0819}, ""rise_K"": {""X"": 12.85237989616627}, ""temperature"": {""X"": ""fail""}}","{""params"": {}, ""scorer"": ""duty_signoff""}","{""duty_modes"": [""chilled_high_load_tail""], ""duty_regimes"": [""ambient_heated""], ""interstitial"": ""air"", ""pressure_signoff"": ""fail"", ""quick_right"": false, ""reference_right"": true, ""shown_runs"": 3, ""signoff"": ""fail"", ""training_format"": ""signoff_1d3r""}","{""answer_case_names"": [""case00702""], ""case_names"": [""case00701"", ""case00704"", ""case00703"", ""case00702""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case00702""], ""geometry_ids"": [""geom_95660ba045f75c1f"", ""geom_95660ba045f75c1f"", ""geom_95660ba045f75c1f"", ""geom_95660ba045f75c1f""], ""run_cases"": [""case00701"", ""case00704"", ""case00703""], ""solve_signatures"": 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ejb-training-0.1-train_val-signoff-00074-0e56c8,duty_signoff,single_turn,train_val,public_train,,"You are signing off a battery cold plate at one new duty from four completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 36 x EVE LF105-class prismatic cell (105 Ah, LFP/graphite, 36.4 x 130 x 200 mm) in a rectangular grid of 3 rows x 12 columns, 2.7 mm cell spacing; a 1.3 mm thermal-interface pad under each cell; open air between cells (natural convection and radiation to ambient). Cold plate: Aluminium centre-fed parallel-channel plate, 495 x 425 x 27.0 mm; 18 parallel round channels fed by a bifurcating centre manifold; channel diameter 4.53 mm, flow along the plate length (x); ports 14.7 mm on the left (inlet) and right (outlet) faces; minimum wall 2.9 mm. Completed runs 1: Coolant 30 wt% ethylene glycol / water at 13.8 °C inlet, 18.0 L/min (density 1040 kg/m³, cp 3700 J/kgK, viscosity 2.62 mPa·s). Ambient 12.4 °C, external heat-transfer coefficient 8.8 W/m²K on exposed surfaces. Load: discharge at 0.239C, SOC 52%, state of health 78%; total heat generation 110 W (110 W in cells, 0.559 W in terminals/interconnects, applied uniformly). Result: peak cell rise 4.34 K; cell spread 4.04 K; coolant rise 0.0700 K; pressure drop 8.19 kPa 2: Coolant 50 wt% ethylene glycol / water at 15.0 °C inlet, 0.500 L/min (density 1068 kg/m³, cp 3285 J/kgK, viscosity 4.38 mPa·s). Ambient 13.9 °C, external heat-transfer coefficient 3.8 W/m²K on exposed surfaces. Load: discharge at 0.202C, SOC 56%, state of health 95%; total heat generation 70.5 W (70.2 W in cells, 0.302 W in terminals/interconnects, applied uniformly). Result: peak cell rise 4.21 K; cell spread 3.35 K; coolant rise 1.50 K; pressure drop 0.0938 kPa 3: Coolant water at 21.3 °C inlet, 0.500 L/min (density 997.9 kg/m³, cp 4183 J/kgK, viscosity 0.970 mPa·s). Ambient 35.7 °C, external heat-transfer coefficient 10.0 W/m²K on exposed surfaces. Load: charge at 0.291C, SOC 40%, state of health 89%; total heat generation 14.4 W (13.1 W in cells, 1.34 W in terminals/interconnects, applied uniformly). Result: peak cell rise 9.52 K; cell spread 7.92 K; coolant rise 2.93 K; pressure drop 0.0265 kPa 4: Coolant 50 wt% ethylene glycol / water at 14.1 °C inlet, 0.500 L/min (density 1068 kg/m³, cp 3281 J/kgK, viscosity 4.52 mPa·s). Ambient 20.5 °C, external heat-transfer coefficient 6.2 W/m²K on exposed surfaces. Load: discharge at 0.358C, SOC 88%, state of health 77%; total heat generation 85.3 W (77.4 W in cells, 7.90 W in terminals/interconnects, applied uniformly). Result: peak cell rise 8.22 K; cell spread 6.08 K; coolant rise 3.14 K; pressure drop 0.0966 kPa Duties Duty X (peak cell limit 25.0 °C, pressure drop limit 0.0339 kPa): Coolant water at 16.6 °C inlet, 0.666 L/min (density 998.8 kg/m³, cp 4187 J/kgK, viscosity 1.09 mPa·s). Ambient 22.8 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 0.338C, SOC 20%, state of health 90%; total heat generation 140 W (139 W in cells, 1.38 W in terminals/interconnects, applied uniformly). For each duty, say whether peak cell temperature stays at or below its limit and whether pressure drop stays at or below its limit. Scoring: The score is 1 only if every temperature and pressure verdict is correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""pressure"": ""object mapping \""X\"" to \""pass\"" or \""fail\"""", ""temperature"": ""object mapping \""X\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 22.77002288028598, ""c_rate"": 0.3379543742414664, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.8463917329428, ""dynamic_viscosity_pa_s"": 0.0010909443053331, ""specific_heat_j_kgk"": 4186.83336625628, ""thermal_conductivity_w_mk"": 0.5918339417901585}, ""external_htc_w_m2k"": 11.235006261616943, ""flow_lpm"": 0.6664846242057193, ""heat_w"": {""cells"": 138.95466423178135, ""interconnects"": 1.3759532336097884, ""total"": 140.33061746539113}, ""inlet_temperature_c"": 16.601095808888246, ""operation"": ""discharge"", ""soc"": 0.1954823301639408, ""soh"": 0.9009831126779316}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 105.0, ""cell_count"": 36, ""cell_dimensions_mm"": {""height"": 200.5, ""length"": 36.35, ""width"": 130.3}, ""cell_family"": ""eve_lf105"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 2.713638201355934, ""chemistry"": ""LFP/graphite"", ""columns"": 12, ""interstitial"": ""air"", ""plate_coverage"": 0.910694571263858, ""rows"": 3, ""tim_thickness_mm"": 1.2850983195938168}, ""plate"": {""channel_diameter_mm"": 4.53136213740372, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 27.0, ""inlet_face"": ""left"", ""layout"": ""parallel"", ""length_mm"": 495.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 2.937186371535063, ""outlet_face"": ""right"", ""parallel_paths"": 18, ""port_diameter_mm"": 14.662861628747276, ""turns"": 0, ""width_mm"": 425.0}, ""runs"": [{""ambient_temperature_c"": 12.391251167282462, ""c_rate"": 0.2392396256959161, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1040.433076303542, ""dynamic_viscosity_pa_s"": 0.0026240108590154, ""specific_heat_j_kgk"": 3700.04293704069, ""thermal_conductivity_w_mk"": 0.4591457100563038}, ""external_htc_w_m2k"": 8.841232046484947, ""flow_lpm"": 18.0, ""heat_w"": {""cells"": 109.83713182603242, ""interconnects"": 0.5592452079868289, ""total"": 110.39637703401924}, ""inlet_temperature_c"": 13.849141462952671, ""operation"": ""discharge"", ""soc"": 0.5201700213830918, ""soh"": 0.781582194007933}, {""ambient_temperature_c"": 13.94058296456933, ""c_rate"": 0.2017177523837623, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1067.538834218909, ""dynamic_viscosity_pa_s"": 0.0043779465653646, ""specific_heat_j_kgk"": 3285.420567161045, ""thermal_conductivity_w_mk"": 0.3860456307996995}, ""external_htc_w_m2k"": 3.811968212015927, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 70.22041723356537, ""interconnects"": 0.3018663910374626, ""total"": 70.52228362460284}, ""inlet_temperature_c"": 14.989296015893023, ""operation"": ""discharge"", ""soc"": 0.5638804510235786, ""soh"": 0.9504831730388104}, {""ambient_temperature_c"": 35.66471905447543, ""c_rate"": 0.2908835541044577, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 997.9254599816188, ""dynamic_viscosity_pa_s"": 0.0009700242847293, ""specific_heat_j_kgk"": 4183.186168905988, ""thermal_conductivity_w_mk"": 0.6003231152729397}, ""external_htc_w_m2k"": 9.97480012010783, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 13.05403943696126, ""interconnects"": 1.337452706726194, ""total"": 14.391492143687454}, ""inlet_temperature_c"": 21.320439729246804, ""operation"": ""charge"", ""soc"": 0.4015749952290207, ""soh"": 0.885135506466031}, {""ambient_temperature_c"": 20.458575366064903, ""c_rate"": 0.3584235941528833, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1067.9883131625795, ""dynamic_viscosity_pa_s"": 0.0045178941337779, ""specific_heat_j_kgk"": 3280.6594952354835, ""thermal_conductivity_w_mk"": 0.385497553208724}, ""external_htc_w_m2k"": 6.199684322811663, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 77.3531447332711, ""interconnects"": 7.902023256814354, ""total"": 85.25516799008545}, ""inlet_temperature_c"": 14.10320593691413, ""operation"": ""discharge"", ""soc"": 0.8769521148875355, ""soh"": 0.7698841151781379}]}",,"{""dP_kPa"": {""X"": 0.04142808636010159}, ""limits_C"": {""X"": 25.0}, ""peak_C"": {""X"": 26.275903320312523}, ""pressure"": {""X"": ""fail""}, ""pressure_limits_kPa"": {""X"": 0.0339}, ""rise_K"": {""X"": 9.674807511424262}, ""temperature"": {""X"": ""fail""}}","{""params"": {}, ""scorer"": ""duty_signoff""}","{""duty_modes"": [""controller_selected""], ""duty_regimes"": [""load_dominated""], ""interstitial"": ""air"", ""pressure_signoff"": ""fail"", ""quick_right"": false, ""reference_right"": true, ""shown_runs"": 4, ""signoff"": ""fail"", ""training_format"": ""signoff_1d4r""}","{""answer_case_names"": [""case00701""], ""case_names"": [""case00704"", ""case00698"", ""case00700"", ""case00699"", ""case00701""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case00701""], ""geometry_ids"": [""geom_95660ba045f75c1f"", ""geom_95660ba045f75c1f"", ""geom_95660ba045f75c1f"", ""geom_95660ba045f75c1f"", ""geom_95660ba045f75c1f""], ""run_cases"": [""case00704"", ""case00698"", ""case00700"", ""case00699""], ""solve_signatures"": 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ejb-training-0.1-train_val-signoff-00077-ad34aa,duty_signoff,single_turn,train_val,public_train,,"You are signing off a battery cold plate at two new duties from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 36 x EVE LF105-class prismatic cell (105 Ah, LFP/graphite, 36.4 x 130 x 200 mm) in a rectangular grid of 3 rows x 12 columns, 2.7 mm cell spacing; a 1.3 mm thermal-interface pad under each cell; open air between cells (natural convection and radiation to ambient). Cold plate: Aluminium centre-fed parallel-channel plate, 495 x 425 x 27.0 mm; 18 parallel round channels fed by a bifurcating centre manifold; channel diameter 4.53 mm, flow along the plate length (x); ports 14.7 mm on the left (inlet) and right (outlet) faces; minimum wall 2.9 mm. Completed runs 1: Coolant water at 21.3 °C inlet, 0.500 L/min (density 997.9 kg/m³, cp 4183 J/kgK, viscosity 0.970 mPa·s). Ambient 35.7 °C, external heat-transfer coefficient 10.0 W/m²K on exposed surfaces. Load: charge at 0.291C, SOC 40%, state of health 89%; total heat generation 14.4 W (13.1 W in cells, 1.34 W in terminals/interconnects, applied uniformly). Result: peak cell rise 9.52 K; cell spread 7.92 K; coolant rise 2.93 K; pressure drop 0.0265 kPa 2: Coolant water at 16.6 °C inlet, 0.666 L/min (density 998.8 kg/m³, cp 4187 J/kgK, viscosity 1.09 mPa·s). Ambient 22.8 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 0.338C, SOC 20%, state of health 90%; total heat generation 140 W (139 W in cells, 1.38 W in terminals/interconnects, applied uniformly). Result: peak cell rise 9.67 K; cell spread 7.97 K; coolant rise 3.05 K; pressure drop 0.0414 kPa 3: Coolant 50 wt% ethylene glycol / water at 15.0 °C inlet, 0.500 L/min (density 1068 kg/m³, cp 3285 J/kgK, viscosity 4.38 mPa·s). Ambient 13.9 °C, external heat-transfer coefficient 3.8 W/m²K on exposed surfaces. Load: discharge at 0.202C, SOC 56%, state of health 95%; total heat generation 70.5 W (70.2 W in cells, 0.302 W in terminals/interconnects, applied uniformly). Result: peak cell rise 4.21 K; cell spread 3.35 K; coolant rise 1.50 K; pressure drop 0.0938 kPa Duties Duty X (peak cell limit 19.0 °C, pressure drop limit 9.40 kPa): Coolant 30 wt% ethylene glycol / water at 13.8 °C inlet, 18.0 L/min (density 1040 kg/m³, cp 3700 J/kgK, viscosity 2.62 mPa·s). Ambient 12.4 °C, external heat-transfer coefficient 8.8 W/m²K on exposed surfaces. Load: discharge at 0.239C, SOC 52%, state of health 78%; total heat generation 110 W (110 W in cells, 0.559 W in terminals/interconnects, applied uniformly). Duty Y (peak cell limit 25.5 °C, pressure drop limit 0.0813 kPa): Coolant 50 wt% ethylene glycol / water at 14.6 °C inlet, 0.500 L/min (density 1068 kg/m³, cp 3284 J/kgK, viscosity 4.43 mPa·s). Ambient 33.7 °C, external heat-transfer coefficient 7.2 W/m²K on exposed surfaces. Load: charge at 0.275C, SOC 68%, state of health 72%; total heat generation 18.9 W (18.0 W in cells, 0.914 W in terminals/interconnects, applied uniformly). For each duty, say whether peak cell temperature stays at or below its limit and whether pressure drop stays at or below its limit. Scoring: The score is 1 only if every temperature and pressure verdict is correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""pressure"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\"""", ""temperature"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 12.391251167282462, ""c_rate"": 0.2392396256959161, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1040.433076303542, ""dynamic_viscosity_pa_s"": 0.0026240108590154, ""specific_heat_j_kgk"": 3700.04293704069, ""thermal_conductivity_w_mk"": 0.4591457100563038}, ""external_htc_w_m2k"": 8.841232046484947, ""flow_lpm"": 18.0, ""heat_w"": {""cells"": 109.83713182603242, ""interconnects"": 0.5592452079868289, ""total"": 110.39637703401924}, ""inlet_temperature_c"": 13.849141462952671, ""operation"": ""discharge"", ""soc"": 0.5201700213830918, ""soh"": 0.781582194007933}, {""ambient_temperature_c"": 33.65447759628296, ""c_rate"": 0.2748050244345113, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1067.712129021206, ""dynamic_viscosity_pa_s"": 0.0044310215143398, ""specific_heat_j_kgk"": 3283.5914482764074, ""thermal_conductivity_w_mk"": 0.3858348292111851}, ""external_htc_w_m2k"": 7.196081293746829, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 18.01825486498187, ""interconnects"": 0.914352938332745, ""total"": 18.932607803314617}, ""inlet_temperature_c"": 14.648529527661871, ""operation"": ""charge"", ""soc"": 0.6841404085047542, ""soh"": 0.7162252073176205}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 105.0, ""cell_count"": 36, ""cell_dimensions_mm"": {""height"": 200.5, ""length"": 36.35, ""width"": 130.3}, ""cell_family"": ""eve_lf105"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 2.713638201355934, ""chemistry"": ""LFP/graphite"", ""columns"": 12, ""interstitial"": ""air"", ""plate_coverage"": 0.910694571263858, ""rows"": 3, ""tim_thickness_mm"": 1.2850983195938168}, ""plate"": {""channel_diameter_mm"": 4.53136213740372, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 27.0, ""inlet_face"": ""left"", ""layout"": ""parallel"", ""length_mm"": 495.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 2.937186371535063, ""outlet_face"": ""right"", ""parallel_paths"": 18, ""port_diameter_mm"": 14.662861628747276, ""turns"": 0, ""width_mm"": 425.0}, ""runs"": [{""ambient_temperature_c"": 35.66471905447543, ""c_rate"": 0.2908835541044577, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 997.9254599816188, ""dynamic_viscosity_pa_s"": 0.0009700242847293, ""specific_heat_j_kgk"": 4183.186168905988, ""thermal_conductivity_w_mk"": 0.6003231152729397}, ""external_htc_w_m2k"": 9.97480012010783, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 13.05403943696126, ""interconnects"": 1.337452706726194, ""total"": 14.391492143687454}, ""inlet_temperature_c"": 21.320439729246804, ""operation"": ""charge"", ""soc"": 0.4015749952290207, ""soh"": 0.885135506466031}, {""ambient_temperature_c"": 22.77002288028598, ""c_rate"": 0.3379543742414664, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.8463917329428, ""dynamic_viscosity_pa_s"": 0.0010909443053331, ""specific_heat_j_kgk"": 4186.83336625628, ""thermal_conductivity_w_mk"": 0.5918339417901585}, ""external_htc_w_m2k"": 11.235006261616943, ""flow_lpm"": 0.6664846242057193, ""heat_w"": {""cells"": 138.95466423178135, ""interconnects"": 1.3759532336097884, ""total"": 140.33061746539113}, ""inlet_temperature_c"": 16.601095808888246, ""operation"": ""discharge"", ""soc"": 0.1954823301639408, ""soh"": 0.9009831126779316}, {""ambient_temperature_c"": 13.94058296456933, ""c_rate"": 0.2017177523837623, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1067.538834218909, ""dynamic_viscosity_pa_s"": 0.0043779465653646, ""specific_heat_j_kgk"": 3285.420567161045, ""thermal_conductivity_w_mk"": 0.3860456307996995}, ""external_htc_w_m2k"": 3.811968212015927, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 70.22041723356537, ""interconnects"": 0.3018663910374626, ""total"": 70.52228362460284}, ""inlet_temperature_c"": 14.989296015893023, ""operation"": ""discharge"", ""soc"": 0.5638804510235786, ""soh"": 0.9504831730388104}]}",,"{""dP_kPa"": {""X"": 8.189964475033209, ""Y"": 0.0948978066065756}, ""limits_C"": {""X"": 19.0, ""Y"": 25.5}, ""peak_C"": {""X"": 18.191003417968773, ""Y"": 27.500909423828148}, ""pressure"": {""X"": ""pass"", ""Y"": ""fail""}, ""pressure_limits_kPa"": {""X"": 9.4, ""Y"": 0.0813}, ""rise_K"": {""X"": 4.3418619550161, ""Y"": 12.85237989616627}, ""temperature"": {""X"": ""pass"", ""Y"": ""fail""}}","{""params"": {}, ""scorer"": ""duty_signoff""}","{""duty_modes"": [""hydraulic_exploration"", ""chilled_high_load_tail""], ""duty_regimes"": [""ambient_cooled"", ""ambient_heated""], ""interstitial"": ""air"", ""pressure_signoff"": ""pass_fail"", ""quick_right"": false, ""reference_right"": true, ""shown_runs"": 3, ""signoff"": ""pass_fail"", ""training_format"": ""signoff_2d3r""}","{""answer_case_names"": [""case00704"", ""case00702""], ""case_names"": [""case00700"", ""case00701"", ""case00698"", ""case00704"", ""case00702""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case00704"", ""case00702""], ""geometry_ids"": [""geom_95660ba045f75c1f"", ""geom_95660ba045f75c1f"", ""geom_95660ba045f75c1f"", ""geom_95660ba045f75c1f"", ""geom_95660ba045f75c1f""], ""run_cases"": [""case00700"", ""case00701"", ""case00698""], ""solve_signatures"": [""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-polymesh-flow-gate+native-polymesh-bounded-pressure-recovery+native-polymesh-fixed-outlet-handoff+native-polymesh-point-velocity-trust+native-polymesh-mass-recovery-cut+native-polymesh-zero-hot-cell-speed-rail+native-polymesh-progressive-mass-recovery+native-polymesh-owner-window-cfl-recovery+flow-gate-fixed-outlet-pressure-drop+cutcell-face-normal-boundary-distance+cutcell-postclosure-owner-dose+durable-flow-restart+sealed-gap-buoyancy-gate+acm-potential-wall-ramp+acm-reference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-09-v3\"""", ""all_speed_conjugate|all_speed|2026-11-04-explicit-outlet-temperature-v1+2026-11-03-sized-cpu-export-v1+frozen-flow-restart-v1+2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+cht-bounded-flow-progress-v1+cht-solid-topology-reuse-v1+cht-secondary-accuracy-recovery-v1+cht-secondary-failure-evidence-v1+cht-sibling-flow-initial-guess-v1+cht-certified-cfl-gate-v1+cht-hydraulic-envelope-explicit-v1+cht-cfl-edge-memory-v1+cht-stationary-plateau-acceptance-v1+cht-sfd-float64-v1+cht-sibling-thermal-initial-guess-v1+cht-pressure-endgame-v1+cht-buoyant-spinup-fail-fast-v1+cht-period-two-cfl-guard-v1+cht-growth-endgame-v1+cht-secondary-screening-v1+cht-secondary-screening-secant-v1+cht-period-two-regrowth-gate-v1+cht-endgame-dose-ladder-v1+cht-endgame-momentum-sfd-v1+cht-secondary-endgame-v1+cht-endgame-pseudo-time-leg-v1+cht-secondary-stall-recovery-v1+cht-secondary-stationarity-v1+cht-endgame-cfl-stepback-v1+workhorse-compile-timeout-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl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ejb-training-0.1-train_val-campaign-00084-72b5ac,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The five planned test points are listed below. Six result sheets came back from the rig, but their labels were lost and some entries are illegible. Five belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 16 x EVE A41-class prismatic cell (116 Ah, LFP/graphite, 53.0 x 149 x 119 mm) in a rectangular grid of 4 rows x 4 columns, 4.5 mm cell spacing; a 1.4 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headered serpentine plate, 254 x 638 x 10.5 mm; 1 serpentine circuit(s) with 6 turns each, fed from headers; channel diameter 4.40 mm, flow along the plate length (x); ports 4.40 mm on the left (inlet) and right (outlet) faces; minimum wall 2.0 mm. Planned test points 1: Coolant 30 wt% ethylene glycol / water at 32.5 °C inlet, 0.500 L/min (density 1033 kg/m³, cp 3754 J/kgK, viscosity 1.54 mPa·s). Ambient 34.9 °C, external heat-transfer coefficient 5.2 W/m²K on exposed surfaces. Load: charge at 0.257C, SOC 24%, state of health 81%; total heat generation 9.49 W (9.27 W in cells, 0.214 W in terminals/interconnects, applied uniformly). 2: Coolant 50 wt% ethylene glycol / water at 10.8 °C inlet, 0.500 L/min (density 1070 kg/m³, cp 3263 J/kgK, viscosity 5.10 mPa·s). Ambient 16.5 °C, external heat-transfer coefficient 5.3 W/m²K on exposed surfaces. Load: charge at 0.303C, SOC 35%, state of health 91%; total heat generation 12.3 W (11.9 W in cells, 0.442 W in terminals/interconnects, applied uniformly). 3: Coolant water at 18.1 °C inlet, 0.500 L/min (density 998.6 kg/m³, cp 4185 J/kgK, viscosity 1.05 mPa·s). Ambient 30.4 °C, external heat-transfer coefficient 8.5 W/m²K on exposed surfaces. Load: discharge at 0.201C, SOC 66%, state of health 74%; total heat generation 30.5 W (30.0 W in cells, 0.480 W in terminals/interconnects, applied uniformly). 4: Coolant 30 wt% ethylene glycol / water at 20.2 °C inlet, 0.500 L/min (density 1038 kg/m³, cp 3719 J/kgK, viscosity 2.16 mPa·s). Ambient 37.0 °C, external heat-transfer coefficient 3.4 W/m²K on exposed surfaces. Load: discharge at 0.258C, SOC 49%, state of health 80%; total heat generation 62.9 W (62.4 W in cells, 0.475 W in terminals/interconnects, applied uniformly). 5: Coolant water at 11.1 °C inlet, 0.500 L/min (density 999.6 kg/m³, cp 4194 J/kgK, viscosity 1.27 mPa·s). Ambient 13.0 °C, external heat-transfer coefficient 9.0 W/m²K on exposed surfaces. Load: charge at 0.328C, SOC 92%, state of health 72%; total heat generation 30.6 W (26.9 W in cells, 3.69 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 7.98 K; cell spread 5.99 K; coolant rise 2.58 K; pressure drop 4.64 kPa B peak cell rise 10.6 K; cell spread 7.59 K; coolant rise illegible; pressure drop 7.89 kPa C peak cell rise 2.62 K; cell spread 1.93 K; coolant rise 0.932 K; pressure drop illegible D peak cell rise 1.60 K; cell spread 1.14 K; coolant rise 0.551 K; pressure drop 6.17 kPa E peak cell rise 3.39 K; cell spread 2.33 K; coolant rise illegible; pressure drop 15.3 kPa F peak cell rise 9.40 K; cell spread 5.85 K; coolant rise 3.27 K; pressure drop illegible Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 22.5 °C): Coolant water at 11.9 °C inlet, 0.500 L/min (density 999.5 kg/m³, cp 4192 J/kgK, viscosity 1.24 mPa·s). Ambient 30.7 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 0.279C, SOC 77%, state of health 98%; total heat generation 24.6 W (23.9 W in cells, 0.756 W in terminals/interconnects, applied uniformly). Duty Y (limit 12.0 °C): Coolant 50 wt% ethylene glycol / water at 7.5 °C inlet, 0.518 L/min (density 1071 kg/m³, cp 3245 J/kgK, viscosity 5.79 mPa·s). Ambient 18.2 °C, external heat-transfer coefficient 3.8 W/m²K on exposed surfaces. Load: charge at 0.296C, SOC 11%, state of health 77%; total heat generation 18.1 W (16.7 W in cells, 1.41 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""5\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 30.662644375115633, ""c_rate"": 0.2785286393241052, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.5086753653244, ""dynamic_viscosity_pa_s"": 0.0012365660827246, ""specific_heat_j_kgk"": 4192.257644937524, ""thermal_conductivity_w_mk"": 0.5827446592970837}, ""external_htc_w_m2k"": 10.99406695459038, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 23.88107343771595, ""interconnects"": 0.7556582953859524, ""total"": 24.636731733101904}, ""inlet_temperature_c"": 11.9266276872923, ""operation"": ""discharge"", ""soc"": 0.7720782142132521, ""soh"": 0.9808086095377802}, {""ambient_temperature_c"": 18.192518819123507, ""c_rate"": 0.2959323233378451, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1071.2131914695492, ""dynamic_viscosity_pa_s"": 0.0057892412466319, ""specific_heat_j_kgk"": 3244.7655396230734, ""thermal_conductivity_w_mk"": 0.3814291675686304}, ""external_htc_w_m2k"": 3.7535236151888967, ""flow_lpm"": 0.518210082640014, ""heat_w"": {""cells"": 16.65785733331043, ""interconnects"": 1.408415088109185, ""total"": 18.066272421419615}, ""inlet_temperature_c"": 7.512421128470315, ""operation"": ""charge"", ""soc"": 0.1071436245925724, ""soh"": 0.7662355171516537}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 116.0, ""cell_count"": 16, ""cell_dimensions_mm"": {""height"": 119.0, ""length"": 53.0, ""width"": 148.6}, ""cell_family"": ""eve_a41_v2_1"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 4.518898893147707, ""chemistry"": ""LFP/graphite"", ""columns"": 4, ""interstitial"": ""potting"", ""plate_coverage"": 0.8969988694297863, ""rows"": 4, ""tim_thickness_mm"": 1.3688766791019589}, ""planned_points"": [{""ambient_temperature_c"": 34.85012196935713, ""c_rate"": 0.2567869326867802, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1032.5261005475418, ""dynamic_viscosity_pa_s"": 0.0015375181642101, ""specific_heat_j_kgk"": 3754.332538485389, ""thermal_conductivity_w_mk"": 0.4763326842365606}, ""external_htc_w_m2k"": 5.188655284233391, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 9.27227882092323, ""interconnects"": 0.2143561902023364, ""total"": 9.486635011125566}, ""inlet_temperature_c"": 32.49677512794733, ""operation"": ""charge"", ""soc"": 0.2351905263960361, ""soh"": 0.8146987254731357}, {""ambient_temperature_c"": 16.481090374290943, ""c_rate"": 0.3032696826949982, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1069.6242044762405, ""dynamic_viscosity_pa_s"": 0.0050971038203981, ""specific_heat_j_kgk"": 3262.84960519297, ""thermal_conductivity_w_mk"": 0.3834650725302615}, ""external_htc_w_m2k"": 5.3086050767451525, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 11.859502450890613, ""interconnects"": 0.4418674694022401, ""total"": 12.301369920292853}, ""inlet_temperature_c"": 10.813832293489108, ""operation"": ""charge"", ""soc"": 0.3463428618386387, ""soh"": 0.905523899756372}, {""ambient_temperature_c"": 30.38510956801474, ""c_rate"": 0.2008902572475939, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.5783135173308, ""dynamic_viscosity_pa_s"": 0.001049768916619, ""specific_heat_j_kgk"": 4185.492934301372, ""thermal_conductivity_w_mk"": 0.5946180766303673}, ""external_htc_w_m2k"": 8.484789351001382, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 29.9970350925901, ""interconnects"": 0.4803616252932937, ""total"": 30.47739671788339}, ""inlet_temperature_c"": 18.1095435749091, ""operation"": ""discharge"", ""soc"": 0.6608741825446486, ""soh"": 0.7388121279887855}, {""ambient_temperature_c"": 37.03390832990408, ""c_rate"": 0.2575963871896707, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1037.984441759079, ""dynamic_viscosity_pa_s"": 0.0021567626518913, ""specific_heat_j_kgk"": 3718.692046700374, ""thermal_conductivity_w_mk"": 0.4650366701267344}, ""external_htc_w_m2k"": 3.391748151741922, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 62.42727709973596, ""interconnects"": 0.4746328712026554, ""total"": 62.90190997093862}, ""inlet_temperature_c"": 20.150180540816553, ""operation"": ""discharge"", ""soc"": 0.4890711316373199, ""soh"": 0.8004831518046558}, {""ambient_temperature_c"": 12.990590212866664, ""c_rate"": 0.3279860117920313, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.6022095545076, ""dynamic_viscosity_pa_s"": 0.0012671338186927, ""specific_heat_j_kgk"": 4193.514067680455, ""thermal_conductivity_w_mk"": 0.5809695556303055}, ""external_htc_w_m2k"": 8.973972726613283, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 26.947727037771177, ""interconnects"": 3.693321184133309, ""total"": 30.641048221904487}, ""inlet_temperature_c"": 11.056343301994936, ""operation"": ""charge"", ""soc"": 0.9150136045645922, ""soh"": 0.724902683775872}], ""plate"": {""channel_diameter_mm"": 4.4003659701835565, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 10.5, ""inlet_face"": ""left"", ""layout"": ""serpentine"", ""length_mm"": 254.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.9992151111364365, ""outlet_face"": ""right"", ""parallel_paths"": 1, ""port_diameter_mm"": 4.4003659701835565, ""turns"": 6, ""width_mm"": 638.0}}",,"{""limits_C"": {""X"": 22.5, ""Y"": 12.0}, ""links"": {""1"": ""D"", ""2"": ""E"", ""3"": ""A"", ""4"": ""B"", ""5"": ""C""}, ""misfiled"": ""F"", ""peak_C"": {""X"": 24.069055175781273, ""Y"": 13.175958251953148}, ""rise_K"": {""X"": 12.142427488488977, ""Y"": 5.663537123482854}, ""signoff"": {""X"": ""fail"", ""Y"": ""fail""}}","{""params"": {}, ""scorer"": ""campaign""}","{""duty_modes"": [""chilled_high_load_tail"", ""hydraulic_exploration""], ""duty_regimes"": [""ambient_heated"", ""ambient_heated""], ""fit_clearance_scales"": [0.43, 2.45], ""interstitial"": ""potting"", ""non_controller_duties"": 2, ""profile"": ""training"", ""signoff"": ""fail_fail"", ""stray_state"": ""dP"", ""training_format"": ""campaign_5p"", ""trap_duties"": 0, ""uniqueness_ratio"": 1.251}","{""answer_case_names"": [""case05103"", ""case05100"", ""case05101"", ""case05097"", ""case05098"", ""case05102"", ""case05104"", ""case13286""], ""case_names"": [""case05103"", ""case05100"", ""case05101"", ""case05097"", ""case05098"", ""case05102"", ""case05104"", ""case13286""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case05102"", ""case05104""], ""geometry_ids"": [""geom_3adf7e3de290d04b"", ""geom_3adf7e3de290d04b"", ""geom_3adf7e3de290d04b"", ""geom_3adf7e3de290d04b"", ""geom_3adf7e3de290d04b"", ""geom_3adf7e3de290d04b"", ""geom_3adf7e3de290d04b"", ""geom_a778cab28cbbfa57""], ""point_cases"": [""case05103"", ""case05100"", ""case05101"", ""case05097"", ""case05098""], ""solve_signatures"": [""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+cht-bounded-flow-progress-v1+cht-solid-topology-reuse-v1+cht-secondary-accuracy-recovery-v1+cht-secondary-failure-evidence-v1+cht-sibling-flow-initial-guess-v1+cht-certified-cfl-gate-v1+cht-hydraulic-envelope-explicit-v1+cht-cfl-edge-memory-v1+cht-stationary-plateau-acceptance-v1+cht-sfd-float64-v1+cht-sibling-thermal-initial-guess-v1+cht-pressure-endgame-v1+cht-buoyant-spinup-fail-fast-v1+cht-period-two-cfl-guard-v1+cht-growth-endgame-v1+cht-secondary-screening-v1+cht-secondary-screening-secant-v1+cht-period-two-regrowth-gate-v1+cht-endgame-dose-ladder-v1+cht-endgame-momentum-sfd-v1+cht-secondary-endgame-v1+cht-endgame-pseudo-time-leg-v1+cht-secondary-stall-recovery-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-clos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""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+cht-bounded-flow-progress-v1+cht-solid-topology-reuse-v1+cht-secondary-accuracy-recovery-v1+cht-secondary-failure-evidence-v1+cht-sibling-flow-initial-guess-v1+cht-certified-cfl-gate-v1+cht-hydraulic-envelope-explicit-v1+cht-cfl-edge-memory-v1+cht-stationary-plateau-acceptance-v1+cht-sfd-float64-v1+cht-sibling-thermal-initial-guess-v1+cht-pressure-endgame-v1+cht-buoyant-spinup-fail-fast-v1+cht-period-two-cfl-guard-v1+cht-growth-endgame-v1+cht-secondary-screening-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-polymesh-flow-gate+native-polymesh-bounded-pressure-recovery+native-polymesh-fixed-outlet-handoff+native-polymesh-point-velocity-trust+native-polymesh-mass-recovery-cut+native-polymesh-zero-hot-cell-speed-rail+native-polymesh-progressive-mass-recovery+native-polymesh-owner-window-cfl-recovery+flow-gate-fixed-outlet-pressure-drop+cutcell-face-normal-boundary-distance+cutcell-postclosure-owner-dose+durable-flow-restart+sealed-gap-buoyancy-gate+acm-potential-wall-ramp+acm-reference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-12-v6\""""], ""stray_case"": ""case13286""}" ejb-training-0.1-train_val-campaign-00085-44a0bd,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The five planned test points are listed below. Six result sheets came back from the rig, but their labels were lost and some entries are illegible. Five belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 16 x EVE A41-class prismatic cell (116 Ah, LFP/graphite, 53.0 x 149 x 119 mm) in a rectangular grid of 4 rows x 4 columns, 4.5 mm cell spacing; a 1.4 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headered serpentine plate, 254 x 638 x 10.5 mm; 1 serpentine circuit(s) with 6 turns each, fed from headers; channel diameter 4.40 mm, flow along the plate length (x); ports 4.40 mm on the left (inlet) and right (outlet) faces; minimum wall 2.0 mm. Planned test points 1: Coolant 30 wt% ethylene glycol / water at 20.2 °C inlet, 0.500 L/min (density 1038 kg/m³, cp 3719 J/kgK, viscosity 2.16 mPa·s). Ambient 37.0 °C, external heat-transfer coefficient 3.4 W/m²K on exposed surfaces. Load: discharge at 0.258C, SOC 49%, state of health 80%; total heat generation 62.9 W (62.4 W in cells, 0.475 W in terminals/interconnects, applied uniformly). 2: Coolant water at 11.1 °C inlet, 0.500 L/min (density 999.6 kg/m³, cp 4194 J/kgK, viscosity 1.27 mPa·s). Ambient 13.0 °C, external heat-transfer coefficient 9.0 W/m²K on exposed surfaces. Load: charge at 0.328C, SOC 92%, state of health 72%; total heat generation 30.6 W (26.9 W in cells, 3.69 W in terminals/interconnects, applied uniformly). 3: Coolant 50 wt% ethylene glycol / water at 10.8 °C inlet, 0.500 L/min (density 1070 kg/m³, cp 3263 J/kgK, viscosity 5.10 mPa·s). Ambient 16.5 °C, external heat-transfer coefficient 5.3 W/m²K on exposed surfaces. Load: charge at 0.303C, SOC 35%, state of health 91%; total heat generation 12.3 W (11.9 W in cells, 0.442 W in terminals/interconnects, applied uniformly). 4: Coolant water at 18.1 °C inlet, 0.500 L/min (density 998.6 kg/m³, cp 4185 J/kgK, viscosity 1.05 mPa·s). Ambient 30.4 °C, external heat-transfer coefficient 8.5 W/m²K on exposed surfaces. Load: discharge at 0.201C, SOC 66%, state of health 74%; total heat generation 30.5 W (30.0 W in cells, 0.480 W in terminals/interconnects, applied uniformly). 5: Coolant water at 11.9 °C inlet, 0.500 L/min (density 999.5 kg/m³, cp 4192 J/kgK, viscosity 1.24 mPa·s). Ambient 30.7 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 0.279C, SOC 77%, state of health 98%; total heat generation 24.6 W (23.9 W in cells, 0.756 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 3.39 K; cell spread 2.33 K; coolant rise illegible; pressure drop 15.3 kPa B peak cell rise 7.98 K; cell spread 5.99 K; coolant rise 2.58 K; pressure drop illegible C peak cell rise 12.1 K; cell spread 9.16 K; coolant rise 3.79 K; pressure drop 5.21 kPa D peak cell rise 2.62 K; cell spread 1.93 K; coolant rise 0.932 K; pressure drop 5.30 kPa E peak cell rise 10.6 K; cell spread 7.59 K; coolant rise 3.58 K; pressure drop illegible F peak cell rise 14.5 K; cell spread 9.67 K; coolant rise illegible; pressure drop 6.67 kPa Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 12.5 °C): Coolant 50 wt% ethylene glycol / water at 7.5 °C inlet, 0.518 L/min (density 1071 kg/m³, cp 3245 J/kgK, viscosity 5.79 mPa·s). Ambient 18.2 °C, external heat-transfer coefficient 3.8 W/m²K on exposed surfaces. Load: charge at 0.296C, SOC 11%, state of health 77%; total heat generation 18.1 W (16.7 W in cells, 1.41 W in terminals/interconnects, applied uniformly). Duty Y (limit 33.5 °C): Coolant 30 wt% ethylene glycol / water at 32.5 °C inlet, 0.500 L/min (density 1033 kg/m³, cp 3754 J/kgK, viscosity 1.54 mPa·s). Ambient 34.9 °C, external heat-transfer coefficient 5.2 W/m²K on exposed surfaces. Load: charge at 0.257C, SOC 24%, state of health 81%; total heat generation 9.49 W (9.27 W in cells, 0.214 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""5\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 18.192518819123507, ""c_rate"": 0.2959323233378451, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1071.2131914695492, ""dynamic_viscosity_pa_s"": 0.0057892412466319, ""specific_heat_j_kgk"": 3244.7655396230734, ""thermal_conductivity_w_mk"": 0.3814291675686304}, ""external_htc_w_m2k"": 3.7535236151888967, ""flow_lpm"": 0.518210082640014, ""heat_w"": {""cells"": 16.65785733331043, ""interconnects"": 1.408415088109185, ""total"": 18.066272421419615}, ""inlet_temperature_c"": 7.512421128470315, ""operation"": ""charge"", ""soc"": 0.1071436245925724, ""soh"": 0.7662355171516537}, {""ambient_temperature_c"": 34.85012196935713, ""c_rate"": 0.2567869326867802, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1032.5261005475418, ""dynamic_viscosity_pa_s"": 0.0015375181642101, ""specific_heat_j_kgk"": 3754.332538485389, ""thermal_conductivity_w_mk"": 0.4763326842365606}, ""external_htc_w_m2k"": 5.188655284233391, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 9.27227882092323, ""interconnects"": 0.2143561902023364, ""total"": 9.486635011125566}, ""inlet_temperature_c"": 32.49677512794733, ""operation"": ""charge"", ""soc"": 0.2351905263960361, ""soh"": 0.8146987254731357}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 116.0, ""cell_count"": 16, ""cell_dimensions_mm"": {""height"": 119.0, ""length"": 53.0, ""width"": 148.6}, ""cell_family"": ""eve_a41_v2_1"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 4.518898893147707, ""chemistry"": ""LFP/graphite"", ""columns"": 4, ""interstitial"": ""potting"", ""plate_coverage"": 0.8969988694297863, ""rows"": 4, ""tim_thickness_mm"": 1.3688766791019589}, ""planned_points"": [{""ambient_temperature_c"": 37.03390832990408, ""c_rate"": 0.2575963871896707, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1037.984441759079, ""dynamic_viscosity_pa_s"": 0.0021567626518913, ""specific_heat_j_kgk"": 3718.692046700374, ""thermal_conductivity_w_mk"": 0.4650366701267344}, ""external_htc_w_m2k"": 3.391748151741922, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 62.42727709973596, ""interconnects"": 0.4746328712026554, ""total"": 62.90190997093862}, ""inlet_temperature_c"": 20.150180540816553, ""operation"": ""discharge"", ""soc"": 0.4890711316373199, ""soh"": 0.8004831518046558}, {""ambient_temperature_c"": 12.990590212866664, ""c_rate"": 0.3279860117920313, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.6022095545076, ""dynamic_viscosity_pa_s"": 0.0012671338186927, ""specific_heat_j_kgk"": 4193.514067680455, ""thermal_conductivity_w_mk"": 0.5809695556303055}, ""external_htc_w_m2k"": 8.973972726613283, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 26.947727037771177, ""interconnects"": 3.693321184133309, ""total"": 30.641048221904487}, ""inlet_temperature_c"": 11.056343301994936, ""operation"": ""charge"", ""soc"": 0.9150136045645922, ""soh"": 0.724902683775872}, {""ambient_temperature_c"": 16.481090374290943, ""c_rate"": 0.3032696826949982, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1069.6242044762405, ""dynamic_viscosity_pa_s"": 0.0050971038203981, ""specific_heat_j_kgk"": 3262.84960519297, ""thermal_conductivity_w_mk"": 0.3834650725302615}, ""external_htc_w_m2k"": 5.3086050767451525, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 11.859502450890613, ""interconnects"": 0.4418674694022401, ""total"": 12.301369920292853}, ""inlet_temperature_c"": 10.813832293489108, ""operation"": ""charge"", ""soc"": 0.3463428618386387, ""soh"": 0.905523899756372}, {""ambient_temperature_c"": 30.38510956801474, ""c_rate"": 0.2008902572475939, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.5783135173308, ""dynamic_viscosity_pa_s"": 0.001049768916619, ""specific_heat_j_kgk"": 4185.492934301372, ""thermal_conductivity_w_mk"": 0.5946180766303673}, ""external_htc_w_m2k"": 8.484789351001382, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 29.9970350925901, ""interconnects"": 0.4803616252932937, ""total"": 30.47739671788339}, ""inlet_temperature_c"": 18.1095435749091, ""operation"": ""discharge"", ""soc"": 0.6608741825446486, ""soh"": 0.7388121279887855}, {""ambient_temperature_c"": 30.662644375115633, ""c_rate"": 0.2785286393241052, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.5086753653244, ""dynamic_viscosity_pa_s"": 0.0012365660827246, ""specific_heat_j_kgk"": 4192.257644937524, ""thermal_conductivity_w_mk"": 0.5827446592970837}, ""external_htc_w_m2k"": 10.99406695459038, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 23.88107343771595, ""interconnects"": 0.7556582953859524, ""total"": 24.636731733101904}, ""inlet_temperature_c"": 11.9266276872923, ""operation"": ""discharge"", ""soc"": 0.7720782142132521, ""soh"": 0.9808086095377802}], ""plate"": {""channel_diameter_mm"": 4.4003659701835565, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 10.5, ""inlet_face"": ""left"", ""layout"": ""serpentine"", ""length_mm"": 254.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.9992151111364365, ""outlet_face"": ""right"", ""parallel_paths"": 1, ""port_diameter_mm"": 4.4003659701835565, ""turns"": 6, ""width_mm"": 638.0}}",,"{""limits_C"": {""X"": 12.5, ""Y"": 33.5}, ""links"": {""1"": ""E"", ""2"": ""D"", ""3"": ""A"", ""4"": ""B"", ""5"": ""C""}, ""misfiled"": ""F"", ""peak_C"": {""X"": 13.175958251953148, ""Y"": 34.10103759765627}, ""rise_K"": {""X"": 5.663537123482854, ""Y"": 1.6042624697089423}, ""signoff"": {""X"": ""fail"", ""Y"": ""fail""}}","{""params"": {}, ""scorer"": ""campaign""}","{""duty_modes"": [""hydraulic_exploration"", ""thermal_stress_tail""], ""duty_regimes"": [""ambient_heated"", ""mixed""], ""fit_clearance_scales"": [1.93, 1.11], ""interstitial"": ""potting"", ""non_controller_duties"": 2, ""profile"": ""training"", ""signoff"": ""fail_fail"", ""stray_state"": ""rise"", ""training_format"": ""campaign_5p"", ""trap_duties"": 0, ""uniqueness_ratio"": 1.003}","{""answer_case_names"": [""case05097"", ""case05098"", ""case05100"", ""case05101"", ""case05102"", ""case05104"", ""case05103"", ""case12922""], ""case_names"": [""case05097"", ""case05098"", ""case05100"", ""case05101"", ""case05102"", ""case05104"", ""case05103"", ""case12922""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case05104"", ""case05103""], ""geometry_ids"": [""geom_3adf7e3de290d04b"", ""geom_3adf7e3de290d04b"", ""geom_3adf7e3de290d04b"", ""geom_3adf7e3de290d04b"", ""geom_3adf7e3de290d04b"", ""geom_3adf7e3de290d04b"", ""geom_3adf7e3de290d04b"", ""geom_941b0c1c0dbd6523""], ""point_cases"": [""case05097"", ""case05098"", ""case05100"", ""case05101"", ""case05102""], ""solve_signatures"": [""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+cht-bounded-flow-progress-v1+cht-solid-topology-reuse-v1+cht-secondary-accuracy-recovery-v1+cht-secondary-failure-evidence-v1+cht-sibling-flow-initial-guess-v1+cht-certified-cfl-gate-v1+cht-hydraulic-envelope-explicit-v1+cht-cfl-edge-memory-v1+cht-stationary-plateau-acceptance-v1+cht-sfd-float64-v1+cht-sibling-thermal-initial-guess-v1+cht-pressure-endgame-v1+cht-buoyant-spinup-fail-fast-v1+cht-period-two-cfl-guard-v1+cht-growth-endgame-v1+cht-secondary-screening-v1+cht-secondary-screening-secant-v1+cht-period-two-regrowth-gate-v1+cht-endgame-dose-ladder-v1+cht-endgame-momentum-sfd-v1+cht-secondary-endgame-v1+cht-endgame-pseudo-time-leg-v1+cht-secondary-stall-recovery-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-clos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""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+cht-bounded-flow-progress-v1+cht-solid-topology-reuse-v1+cht-secondary-accuracy-recovery-v1+cht-secondary-failure-evidence-v1+cht-sibling-flow-initial-guess-v1+cht-certified-cfl-gate-v1+cht-hydraulic-envelope-explicit-v1+cht-cfl-edge-memory-v1+cht-stationary-plateau-acceptance-v1+cht-sfd-float64-v1+cht-sibling-thermal-initial-guess-v1+cht-pressure-endgame-v1+cht-buoyant-spinup-fail-fast-v1+cht-period-two-cfl-guard-v1+cht-growth-endgame-v1+cht-secondary-screening-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-polymesh-flow-gate+native-polymesh-bounded-pressure-recovery+native-polymesh-fixed-outlet-handoff+native-polymesh-point-velocity-trust+native-polymesh-mass-recovery-cut+native-polymesh-zero-hot-cell-speed-rail+native-polymesh-progressive-mass-recovery+native-polymesh-owner-window-cfl-recovery+flow-gate-fixed-outlet-pressure-drop+cutcell-face-normal-boundary-distance+cutcell-postclosure-owner-dose+durable-flow-restart+sealed-gap-buoyancy-gate+acm-potential-wall-ramp+acm-reference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-12-v6\""""], ""stray_case"": ""case12922""}" ejb-training-0.1-train_val-campaign-00086-6bde37,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The five planned test points are listed below. Six result sheets came back from the rig, but their labels were lost and some entries are illegible. Five belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 16 x EVE A41-class prismatic cell (116 Ah, LFP/graphite, 53.0 x 149 x 119 mm) in a rectangular grid of 4 rows x 4 columns, 4.5 mm cell spacing; a 1.4 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headered serpentine plate, 254 x 638 x 10.5 mm; 1 serpentine circuit(s) with 6 turns each, fed from headers; channel diameter 4.40 mm, flow along the plate length (x); ports 4.40 mm on the left (inlet) and right (outlet) faces; minimum wall 2.0 mm. Planned test points 1: Coolant water at 18.1 °C inlet, 0.500 L/min (density 998.6 kg/m³, cp 4185 J/kgK, viscosity 1.05 mPa·s). Ambient 30.4 °C, external heat-transfer coefficient 8.5 W/m²K on exposed surfaces. Load: discharge at 0.201C, SOC 66%, state of health 74%; total heat generation 30.5 W (30.0 W in cells, 0.480 W in terminals/interconnects, applied uniformly). 2: Coolant 50 wt% ethylene glycol / water at 10.8 °C inlet, 0.500 L/min (density 1070 kg/m³, cp 3263 J/kgK, viscosity 5.10 mPa·s). Ambient 16.5 °C, external heat-transfer coefficient 5.3 W/m²K on exposed surfaces. Load: charge at 0.303C, SOC 35%, state of health 91%; total heat generation 12.3 W (11.9 W in cells, 0.442 W in terminals/interconnects, applied uniformly). 3: Coolant water at 11.1 °C inlet, 0.500 L/min (density 999.6 kg/m³, cp 4194 J/kgK, viscosity 1.27 mPa·s). Ambient 13.0 °C, external heat-transfer coefficient 9.0 W/m²K on exposed surfaces. Load: charge at 0.328C, SOC 92%, state of health 72%; total heat generation 30.6 W (26.9 W in cells, 3.69 W in terminals/interconnects, applied uniformly). 4: Coolant 50 wt% ethylene glycol / water at 20.0 °C inlet, 0.500 L/min (density 1065 kg/m³, cp 3312 J/kgK, viscosity 3.70 mPa·s). Ambient 25.4 °C, external heat-transfer coefficient 7.1 W/m²K on exposed surfaces. Load: discharge at 0.217C, SOC 18%, state of health 88%; total heat generation 42.7 W (41.9 W in cells, 0.799 W in terminals/interconnects, applied uniformly). 5: Coolant 30 wt% ethylene glycol / water at 20.2 °C inlet, 0.500 L/min (density 1038 kg/m³, cp 3719 J/kgK, viscosity 2.16 mPa·s). Ambient 37.0 °C, external heat-transfer coefficient 3.4 W/m²K on exposed surfaces. Load: discharge at 0.258C, SOC 49%, state of health 80%; total heat generation 62.9 W (62.4 W in cells, 0.475 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 3.39 K; cell spread 2.33 K; coolant rise illegible; pressure drop 15.3 kPa B peak cell rise 10.6 K; cell spread 7.59 K; coolant rise illegible; pressure drop 7.89 kPa C peak cell rise 4.92 K; cell spread 3.17 K; coolant rise 1.91 K; pressure drop 11.9 kPa D peak cell rise 7.98 K; cell spread 5.99 K; coolant rise 2.58 K; pressure drop illegible E peak cell rise 2.62 K; cell spread 1.93 K; coolant rise 0.932 K; pressure drop illegible F peak cell rise 2.66 K; cell spread 2.17 K; coolant rise 0.503 K; pressure drop 5.54 kPa Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 33.5 °C): Coolant 30 wt% ethylene glycol / water at 32.5 °C inlet, 0.500 L/min (density 1033 kg/m³, cp 3754 J/kgK, viscosity 1.54 mPa·s). Ambient 34.9 °C, external heat-transfer coefficient 5.2 W/m²K on exposed surfaces. Load: charge at 0.257C, SOC 24%, state of health 81%; total heat generation 9.49 W (9.27 W in cells, 0.214 W in terminals/interconnects, applied uniformly). Duty Y (limit 12.5 °C): Coolant 50 wt% ethylene glycol / water at 7.5 °C inlet, 0.518 L/min (density 1071 kg/m³, cp 3245 J/kgK, viscosity 5.79 mPa·s). Ambient 18.2 °C, external heat-transfer coefficient 3.8 W/m²K on exposed surfaces. Load: charge at 0.296C, SOC 11%, state of health 77%; total heat generation 18.1 W (16.7 W in cells, 1.41 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""5\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 34.85012196935713, ""c_rate"": 0.2567869326867802, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1032.5261005475418, ""dynamic_viscosity_pa_s"": 0.0015375181642101, ""specific_heat_j_kgk"": 3754.332538485389, ""thermal_conductivity_w_mk"": 0.4763326842365606}, ""external_htc_w_m2k"": 5.188655284233391, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 9.27227882092323, ""interconnects"": 0.2143561902023364, ""total"": 9.486635011125566}, ""inlet_temperature_c"": 32.49677512794733, ""operation"": ""charge"", ""soc"": 0.2351905263960361, ""soh"": 0.8146987254731357}, {""ambient_temperature_c"": 18.192518819123507, ""c_rate"": 0.2959323233378451, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1071.2131914695492, ""dynamic_viscosity_pa_s"": 0.0057892412466319, ""specific_heat_j_kgk"": 3244.7655396230734, ""thermal_conductivity_w_mk"": 0.3814291675686304}, ""external_htc_w_m2k"": 3.7535236151888967, ""flow_lpm"": 0.518210082640014, ""heat_w"": {""cells"": 16.65785733331043, ""interconnects"": 1.408415088109185, ""total"": 18.066272421419615}, ""inlet_temperature_c"": 7.512421128470315, ""operation"": ""charge"", ""soc"": 0.1071436245925724, ""soh"": 0.7662355171516537}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 116.0, ""cell_count"": 16, ""cell_dimensions_mm"": {""height"": 119.0, ""length"": 53.0, ""width"": 148.6}, ""cell_family"": ""eve_a41_v2_1"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 4.518898893147707, ""chemistry"": ""LFP/graphite"", ""columns"": 4, ""interstitial"": ""potting"", ""plate_coverage"": 0.8969988694297863, ""rows"": 4, ""tim_thickness_mm"": 1.3688766791019589}, ""planned_points"": [{""ambient_temperature_c"": 30.38510956801474, ""c_rate"": 0.2008902572475939, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.5783135173308, ""dynamic_viscosity_pa_s"": 0.001049768916619, ""specific_heat_j_kgk"": 4185.492934301372, ""thermal_conductivity_w_mk"": 0.5946180766303673}, ""external_htc_w_m2k"": 8.484789351001382, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 29.9970350925901, ""interconnects"": 0.4803616252932937, ""total"": 30.47739671788339}, ""inlet_temperature_c"": 18.1095435749091, ""operation"": ""discharge"", ""soc"": 0.6608741825446486, ""soh"": 0.7388121279887855}, {""ambient_temperature_c"": 16.481090374290943, ""c_rate"": 0.3032696826949982, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1069.6242044762405, ""dynamic_viscosity_pa_s"": 0.0050971038203981, ""specific_heat_j_kgk"": 3262.84960519297, ""thermal_conductivity_w_mk"": 0.3834650725302615}, ""external_htc_w_m2k"": 5.3086050767451525, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 11.859502450890613, ""interconnects"": 0.4418674694022401, ""total"": 12.301369920292853}, ""inlet_temperature_c"": 10.813832293489108, ""operation"": ""charge"", ""soc"": 0.3463428618386387, ""soh"": 0.905523899756372}, {""ambient_temperature_c"": 12.990590212866664, ""c_rate"": 0.3279860117920313, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.6022095545076, ""dynamic_viscosity_pa_s"": 0.0012671338186927, ""specific_heat_j_kgk"": 4193.514067680455, ""thermal_conductivity_w_mk"": 0.5809695556303055}, ""external_htc_w_m2k"": 8.973972726613283, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 26.947727037771177, ""interconnects"": 3.693321184133309, ""total"": 30.641048221904487}, ""inlet_temperature_c"": 11.056343301994936, ""operation"": ""charge"", ""soc"": 0.9150136045645922, ""soh"": 0.724902683775872}, {""ambient_temperature_c"": 25.37757048383355, ""c_rate"": 0.2172493320872383, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1064.951075005202, ""dynamic_viscosity_pa_s"": 0.0036982945411137, ""specific_heat_j_kgk"": 3311.820358788231, ""thermal_conductivity_w_mk"": 0.389122258489551}, ""external_htc_w_m2k"": 7.087549176067114, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 41.86925847618783, ""interconnects"": 0.7990987714110526, ""total"": 42.66835724759888}, ""inlet_temperature_c"": 19.95788984000683, ""operation"": ""discharge"", ""soc"": 0.1785962927620858, ""soh"": 0.8819327538833022}, {""ambient_temperature_c"": 37.03390832990408, ""c_rate"": 0.2575963871896707, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1037.984441759079, ""dynamic_viscosity_pa_s"": 0.0021567626518913, ""specific_heat_j_kgk"": 3718.692046700374, ""thermal_conductivity_w_mk"": 0.4650366701267344}, ""external_htc_w_m2k"": 3.391748151741922, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 62.42727709973596, ""interconnects"": 0.4746328712026554, ""total"": 62.90190997093862}, ""inlet_temperature_c"": 20.150180540816553, ""operation"": ""discharge"", ""soc"": 0.4890711316373199, ""soh"": 0.8004831518046558}], ""plate"": {""channel_diameter_mm"": 4.4003659701835565, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 10.5, ""inlet_face"": ""left"", ""layout"": ""serpentine"", ""length_mm"": 254.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.9992151111364365, ""outlet_face"": ""right"", ""parallel_paths"": 1, ""port_diameter_mm"": 4.4003659701835565, ""turns"": 6, ""width_mm"": 638.0}}",,"{""limits_C"": {""X"": 33.5, ""Y"": 12.5}, ""links"": {""1"": ""D"", ""2"": ""A"", ""3"": ""E"", ""4"": ""C"", ""5"": ""B""}, ""misfiled"": ""F"", ""peak_C"": {""X"": 34.10103759765627, ""Y"": 13.175958251953148}, ""rise_K"": {""X"": 1.6042624697089423, ""Y"": 5.663537123482854}, ""signoff"": {""X"": ""fail"", ""Y"": ""fail""}}","{""params"": {}, ""scorer"": ""campaign""}","{""duty_modes"": [""thermal_stress_tail"", ""hydraulic_exploration""], ""duty_regimes"": [""mixed"", ""ambient_heated""], ""fit_clearance_scales"": [1.24, 1.66], ""interstitial"": ""potting"", ""non_controller_duties"": 2, ""profile"": ""training"", ""signoff"": ""fail_fail"", ""stray_state"": ""whole"", ""training_format"": ""campaign_5p"", ""trap_duties"": 0, ""uniqueness_ratio"": 1.794}","{""answer_case_names"": [""case05101"", ""case05100"", ""case05098"", ""case05099"", ""case05097"", ""case05103"", ""case05104"", ""case12924""], ""case_names"": [""case05101"", ""case05100"", ""case05098"", ""case05099"", ""case05097"", ""case05103"", ""case05104"", ""case12924""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case05103"", ""case05104""], ""geometry_ids"": [""geom_3adf7e3de290d04b"", ""geom_3adf7e3de290d04b"", ""geom_3adf7e3de290d04b"", ""geom_3adf7e3de290d04b"", ""geom_3adf7e3de290d04b"", ""geom_3adf7e3de290d04b"", ""geom_3adf7e3de290d04b"", ""geom_941b0c1c0dbd6523""], ""point_cases"": [""case05101"", ""case05100"", ""case05098"", ""case05099"", ""case05097""], ""solve_signatures"": [""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+cht-bounded-flow-progress-v1+cht-solid-topology-reuse-v1+cht-secondary-accuracy-recovery-v1+cht-secondary-failure-evidence-v1+cht-sibling-flow-initial-guess-v1+cht-certified-cfl-gate-v1+cht-hydraulic-envelope-explicit-v1+cht-cfl-edge-memory-v1+cht-stationary-plateau-acceptance-v1+cht-sfd-float64-v1+cht-sibling-thermal-initial-guess-v1+cht-pressure-endgame-v1+cht-buoyant-spinup-fail-fast-v1+cht-period-two-cfl-guard-v1+cht-growth-endgame-v1+cht-secondary-screening-v1+cht-secondary-screening-secant-v1+cht-period-two-regrowth-gate-v1+cht-endgame-dose-ladder-v1+cht-endgame-momentum-sfd-v1+cht-secondary-endgame-v1+cht-endgame-pseudo-time-leg-v1+cht-secondary-stall-recovery-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-clos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""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+cht-bounded-flow-progress-v1+cht-solid-topology-reuse-v1+cht-secondary-accuracy-recovery-v1+cht-secondary-failure-evidence-v1+cht-sibling-flow-initial-guess-v1+cht-certified-cfl-gate-v1+cht-hydraulic-envelope-explicit-v1+cht-cfl-edge-memory-v1+cht-stationary-plateau-acceptance-v1+cht-sfd-float64-v1+cht-sibling-thermal-initial-guess-v1+cht-pressure-endgame-v1+cht-buoyant-spinup-fail-fast-v1+cht-period-two-cfl-guard-v1+cht-growth-endgame-v1+cht-secondary-screening-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-polymesh-flow-gate+native-polymesh-bounded-pressure-recovery+native-polymesh-fixed-outlet-handoff+native-polymesh-point-velocity-trust+native-polymesh-mass-recovery-cut+native-polymesh-zero-hot-cell-speed-rail+native-polymesh-progressive-mass-recovery+native-polymesh-owner-window-cfl-recovery+flow-gate-fixed-outlet-pressure-drop+cutcell-face-normal-boundary-distance+cutcell-postclosure-owner-dose+durable-flow-restart+sealed-gap-buoyancy-gate+acm-potential-wall-ramp+acm-reference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-12-v6\""""], ""stray_case"": ""case12924""}" ejb-training-0.1-train_val-campaign-00087-ee373a,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The four planned test points are listed below. Five result sheets came back from the rig, but their labels were lost and some entries are illegible. Four belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 16 x EVE A41-class prismatic cell (116 Ah, LFP/graphite, 53.0 x 149 x 119 mm) in a rectangular grid of 4 rows x 4 columns, 4.5 mm cell spacing; a 1.4 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headered serpentine plate, 254 x 638 x 10.5 mm; 1 serpentine circuit(s) with 6 turns each, fed from headers; channel diameter 4.40 mm, flow along the plate length (x); ports 4.40 mm on the left (inlet) and right (outlet) faces; minimum wall 2.0 mm. Planned test points 1: Coolant 30 wt% ethylene glycol / water at 32.5 °C inlet, 0.500 L/min (density 1033 kg/m³, cp 3754 J/kgK, viscosity 1.54 mPa·s). Ambient 34.9 °C, external heat-transfer coefficient 5.2 W/m²K on exposed surfaces. Load: charge at 0.257C, SOC 24%, state of health 81%; total heat generation 9.49 W (9.27 W in cells, 0.214 W in terminals/interconnects, applied uniformly). 2: Coolant 30 wt% ethylene glycol / water at 20.2 °C inlet, 0.500 L/min (density 1038 kg/m³, cp 3719 J/kgK, viscosity 2.16 mPa·s). Ambient 37.0 °C, external heat-transfer coefficient 3.4 W/m²K on exposed surfaces. Load: discharge at 0.258C, SOC 49%, state of health 80%; total heat generation 62.9 W (62.4 W in cells, 0.475 W in terminals/interconnects, applied uniformly). 3: Coolant 50 wt% ethylene glycol / water at 20.0 °C inlet, 0.500 L/min (density 1065 kg/m³, cp 3312 J/kgK, viscosity 3.70 mPa·s). Ambient 25.4 °C, external heat-transfer coefficient 7.1 W/m²K on exposed surfaces. Load: discharge at 0.217C, SOC 18%, state of health 88%; total heat generation 42.7 W (41.9 W in cells, 0.799 W in terminals/interconnects, applied uniformly). 4: Coolant 50 wt% ethylene glycol / water at 10.8 °C inlet, 0.500 L/min (density 1070 kg/m³, cp 3263 J/kgK, viscosity 5.10 mPa·s). Ambient 16.5 °C, external heat-transfer coefficient 5.3 W/m²K on exposed surfaces. Load: charge at 0.303C, SOC 35%, state of health 91%; total heat generation 12.3 W (11.9 W in cells, 0.442 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 3.39 K; cell spread 2.33 K; coolant rise illegible; pressure drop 15.3 kPa B peak cell rise 10.6 K; cell spread 7.59 K; coolant rise 3.58 K; pressure drop 7.89 kPa C peak cell rise 1.60 K; cell spread 1.14 K; coolant rise 0.551 K; pressure drop illegible D peak cell rise 4.92 K; cell spread 3.17 K; coolant rise illegible; pressure drop 11.9 kPa E peak cell rise 10.6 K; cell spread 8.58 K; coolant rise 2.64 K; pressure drop illegible Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 26.5 °C): Coolant water at 11.9 °C inlet, 0.500 L/min (density 999.5 kg/m³, cp 4192 J/kgK, viscosity 1.24 mPa·s). Ambient 30.7 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 0.279C, SOC 77%, state of health 98%; total heat generation 24.6 W (23.9 W in cells, 0.756 W in terminals/interconnects, applied uniformly). Duty Y (limit 14.0 °C): Coolant 50 wt% ethylene glycol / water at 7.5 °C inlet, 0.518 L/min (density 1071 kg/m³, cp 3245 J/kgK, viscosity 5.79 mPa·s). Ambient 18.2 °C, external heat-transfer coefficient 3.8 W/m²K on exposed surfaces. Load: charge at 0.296C, SOC 11%, state of health 77%; total heat generation 18.1 W (16.7 W in cells, 1.41 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""4\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 30.662644375115633, ""c_rate"": 0.2785286393241052, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.5086753653244, ""dynamic_viscosity_pa_s"": 0.0012365660827246, ""specific_heat_j_kgk"": 4192.257644937524, ""thermal_conductivity_w_mk"": 0.5827446592970837}, ""external_htc_w_m2k"": 10.99406695459038, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 23.88107343771595, ""interconnects"": 0.7556582953859524, ""total"": 24.636731733101904}, ""inlet_temperature_c"": 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esh-flow-gate+native-polymesh-bounded-pressure-recovery+native-polymesh-fixed-outlet-handoff+native-polymesh-point-velocity-trust+native-polymesh-mass-recovery-cut+native-polymesh-zero-hot-cell-speed-rail+native-polymesh-progressive-mass-recovery+native-polymesh-owner-window-cfl-recovery+flow-gate-fixed-outlet-pressure-drop+cutcell-face-normal-boundary-distance+cutcell-postclosure-owner-dose+durable-flow-restart+sealed-gap-buoyancy-gate+acm-potential-wall-ramp+acm-reference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-12-v6\""""], ""stray_case"": ""case11752""}" ejb-training-0.1-train_val-campaign-00089-1bbab4,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The four planned test points are listed below. Five result sheets came back from the rig, but their labels were lost and some entries are illegible. Four belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 16 x EVE A41-class prismatic cell (116 Ah, LFP/graphite, 53.0 x 149 x 119 mm) in a rectangular grid of 4 rows x 4 columns, 4.5 mm cell spacing; a 1.4 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headered serpentine plate, 254 x 638 x 10.5 mm; 1 serpentine circuit(s) with 6 turns each, fed from headers; channel diameter 4.40 mm, flow along the plate length (x); ports 4.40 mm on the left (inlet) and right (outlet) faces; minimum wall 2.0 mm. Planned test points 1: Coolant 50 wt% ethylene glycol / water at 20.0 °C inlet, 0.500 L/min (density 1065 kg/m³, cp 3312 J/kgK, viscosity 3.70 mPa·s). Ambient 25.4 °C, external heat-transfer coefficient 7.1 W/m²K on exposed surfaces. Load: discharge at 0.217C, SOC 18%, state of health 88%; total heat generation 42.7 W (41.9 W in cells, 0.799 W in terminals/interconnects, applied uniformly). 2: Coolant 50 wt% ethylene glycol / water at 10.8 °C inlet, 0.500 L/min (density 1070 kg/m³, cp 3263 J/kgK, viscosity 5.10 mPa·s). Ambient 16.5 °C, external heat-transfer coefficient 5.3 W/m²K on exposed surfaces. Load: charge at 0.303C, SOC 35%, state of health 91%; total heat generation 12.3 W (11.9 W in cells, 0.442 W in terminals/interconnects, applied uniformly). 3: Coolant water at 18.1 °C inlet, 0.500 L/min (density 998.6 kg/m³, cp 4185 J/kgK, viscosity 1.05 mPa·s). Ambient 30.4 °C, external heat-transfer coefficient 8.5 W/m²K on exposed surfaces. Load: discharge at 0.201C, SOC 66%, state of health 74%; total heat generation 30.5 W (30.0 W in cells, 0.480 W in terminals/interconnects, applied uniformly). 4: Coolant 30 wt% ethylene glycol / water at 20.2 °C inlet, 0.500 L/min (density 1038 kg/m³, cp 3719 J/kgK, viscosity 2.16 mPa·s). Ambient 37.0 °C, external heat-transfer coefficient 3.4 W/m²K on exposed surfaces. Load: discharge at 0.258C, SOC 49%, state of health 80%; total heat generation 62.9 W (62.4 W in cells, 0.475 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 10.6 K; cell spread 7.59 K; coolant rise 3.58 K; pressure drop 7.89 kPa B peak cell rise 7.98 K; cell spread 5.99 K; coolant rise illegible; pressure drop 4.64 kPa C peak cell rise 4.92 K; cell spread 3.17 K; coolant rise 1.91 K; pressure drop illegible D peak cell rise 3.39 K; cell spread 2.33 K; coolant rise illegible; pressure drop 15.3 kPa E peak cell rise 9.76 K; cell spread 7.71 K; coolant rise 4.23 K; pressure drop illegible Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 12.5 °C): Coolant 50 wt% ethylene glycol / water at 7.5 °C inlet, 0.518 L/min (density 1071 kg/m³, cp 3245 J/kgK, viscosity 5.79 mPa·s). Ambient 18.2 °C, external heat-transfer coefficient 3.8 W/m²K on exposed surfaces. Load: charge at 0.296C, SOC 11%, state of health 77%; total heat generation 18.1 W (16.7 W in cells, 1.41 W in terminals/interconnects, applied uniformly). Duty Y (limit 33.5 °C): Coolant 30 wt% ethylene glycol / water at 32.5 °C inlet, 0.500 L/min (density 1033 kg/m³, cp 3754 J/kgK, viscosity 1.54 mPa·s). Ambient 34.9 °C, external heat-transfer coefficient 5.2 W/m²K on exposed surfaces. Load: charge at 0.257C, SOC 24%, state of health 81%; total heat generation 9.49 W (9.27 W in cells, 0.214 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""4\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 18.192518819123507, ""c_rate"": 0.2959323233378451, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1071.2131914695492, ""dynamic_viscosity_pa_s"": 0.0057892412466319, ""specific_heat_j_kgk"": 3244.7655396230734, ""thermal_conductivity_w_mk"": 0.3814291675686304}, ""external_htc_w_m2k"": 3.7535236151888967, ""flow_lpm"": 0.518210082640014, ""heat_w"": {""cells"": 16.65785733331043, ""interconnects"": 1.408415088109185, ""total"": 18.066272421419615}, ""inlet_temperature_c"": 7.512421128470315, ""operation"": ""charge"", ""soc"": 0.1071436245925724, ""soh"": 0.7662355171516537}, {""ambient_temperature_c"": 34.85012196935713, ""c_rate"": 0.2567869326867802, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1032.5261005475418, ""dynamic_viscosity_pa_s"": 0.0015375181642101, ""specific_heat_j_kgk"": 3754.332538485389, ""thermal_conductivity_w_mk"": 0.4763326842365606}, ""external_htc_w_m2k"": 5.188655284233391, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 9.27227882092323, ""interconnects"": 0.2143561902023364, ""total"": 9.486635011125566}, ""inlet_temperature_c"": 32.49677512794733, ""operation"": ""charge"", ""soc"": 0.2351905263960361, ""soh"": 0.8146987254731357}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 116.0, ""cell_count"": 16, ""cell_dimensions_mm"": {""height"": 119.0, ""length"": 53.0, ""width"": 148.6}, ""cell_family"": ""eve_a41_v2_1"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 4.518898893147707, ""chemistry"": ""LFP/graphite"", ""columns"": 4, ""interstitial"": ""potting"", ""plate_coverage"": 0.8969988694297863, ""rows"": 4, ""tim_thickness_mm"": 1.3688766791019589}, ""planned_points"": [{""ambient_temperature_c"": 25.37757048383355, ""c_rate"": 0.2172493320872383, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1064.951075005202, ""dynamic_viscosity_pa_s"": 0.0036982945411137, ""specific_heat_j_kgk"": 3311.820358788231, ""thermal_conductivity_w_mk"": 0.389122258489551}, ""external_htc_w_m2k"": 7.087549176067114, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 41.86925847618783, ""interconnects"": 0.7990987714110526, ""total"": 42.66835724759888}, ""inlet_temperature_c"": 19.95788984000683, ""operation"": ""discharge"", ""soc"": 0.1785962927620858, ""soh"": 0.8819327538833022}, {""ambient_temperature_c"": 16.481090374290943, ""c_rate"": 0.3032696826949982, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1069.6242044762405, ""dynamic_viscosity_pa_s"": 0.0050971038203981, ""specific_heat_j_kgk"": 3262.84960519297, ""thermal_conductivity_w_mk"": 0.3834650725302615}, ""external_htc_w_m2k"": 5.3086050767451525, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 11.859502450890613, ""interconnects"": 0.4418674694022401, ""total"": 12.301369920292853}, ""inlet_temperature_c"": 10.813832293489108, ""operation"": ""charge"", ""soc"": 0.3463428618386387, ""soh"": 0.905523899756372}, {""ambient_temperature_c"": 30.38510956801474, ""c_rate"": 0.2008902572475939, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.5783135173308, ""dynamic_viscosity_pa_s"": 0.001049768916619, ""specific_heat_j_kgk"": 4185.492934301372, ""thermal_conductivity_w_mk"": 0.5946180766303673}, ""external_htc_w_m2k"": 8.484789351001382, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 29.9970350925901, ""interconnects"": 0.4803616252932937, ""total"": 30.47739671788339}, ""inlet_temperature_c"": 18.1095435749091, ""operation"": ""discharge"", ""soc"": 0.6608741825446486, ""soh"": 0.7388121279887855}, {""ambient_temperature_c"": 37.03390832990408, ""c_rate"": 0.2575963871896707, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1037.984441759079, ""dynamic_viscosity_pa_s"": 0.0021567626518913, ""specific_heat_j_kgk"": 3718.692046700374, ""thermal_conductivity_w_mk"": 0.4650366701267344}, ""external_htc_w_m2k"": 3.391748151741922, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 62.42727709973596, ""interconnects"": 0.4746328712026554, ""total"": 62.90190997093862}, ""inlet_temperature_c"": 20.150180540816553, ""operation"": ""discharge"", ""soc"": 0.4890711316373199, ""soh"": 0.8004831518046558}], ""plate"": {""channel_diameter_mm"": 4.4003659701835565, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 10.5, ""inlet_face"": ""left"", ""layout"": ""serpentine"", ""length_mm"": 254.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.9992151111364365, ""outlet_face"": ""right"", ""parallel_paths"": 1, ""port_diameter_mm"": 4.4003659701835565, ""turns"": 6, ""width_mm"": 638.0}}",,"{""limits_C"": {""X"": 12.5, ""Y"": 33.5}, ""links"": {""1"": ""C"", ""2"": ""D"", ""3"": ""B"", ""4"": ""A""}, ""misfiled"": ""E"", ""peak_C"": {""X"": 13.175958251953148, ""Y"": 34.10103759765627}, ""rise_K"": {""X"": 5.663537123482854, ""Y"": 1.6042624697089423}, ""signoff"": {""X"": ""fail"", ""Y"": ""fail""}}","{""params"": {}, ""scorer"": ""campaign""}","{""duty_modes"": [""hydraulic_exploration"", ""thermal_stress_tail""], ""duty_regimes"": [""ambient_heated"", ""mixed""], ""fit_clearance_scales"": [2.28, 1.2], ""interstitial"": ""potting"", ""non_controller_duties"": 2, ""profile"": ""training"", ""signoff"": ""fail_fail"", ""stray_state"": ""dP"", ""training_format"": ""campaign_4p"", ""trap_duties"": 0, ""uniqueness_ratio"": 1.497}","{""answer_case_names"": [""case05099"", ""case05100"", ""case05101"", ""case05097"", ""case05104"", ""case05103"", ""case08003""], ""case_names"": [""case05099"", ""case05100"", ""case05101"", ""case05097"", ""case05104"", ""case05103"", ""case08003""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case05104"", ""case05103""], ""geometry_ids"": [""geom_3adf7e3de290d04b"", ""geom_3adf7e3de290d04b"", ""geom_3adf7e3de290d04b"", ""geom_3adf7e3de290d04b"", ""geom_3adf7e3de290d04b"", ""geom_3adf7e3de290d04b"", ""geom_111c94f7d8ad3d66""], ""point_cases"": [""case05099"", ""case05100"", ""case05101"", ""case05097""], ""solve_signatures"": [""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+cht-bounded-flow-progress-v1+cht-solid-topology-reuse-v1+cht-secondary-accuracy-recovery-v1+cht-secondary-failure-evidence-v1+cht-sibling-flow-initial-guess-v1+cht-certified-cfl-gate-v1+cht-hydraulic-envelope-explicit-v1+cht-cfl-edge-memory-v1+cht-stationary-plateau-acceptance-v1+cht-sfd-float64-v1+cht-sibling-thermal-initial-guess-v1+cht-pressure-endgame-v1+cht-buoyant-spinup-fail-fast-v1+cht-period-two-cfl-guard-v1+cht-growth-endgame-v1+cht-secondary-screening-v1+cht-secondary-screening-secant-v1+cht-period-two-regrowth-gate-v1+cht-endgame-dose-ladder-v1+cht-endgame-momentum-sfd-v1+cht-secondary-endgame-v1+cht-endgame-pseudo-time-leg-v1+cht-secondary-stall-recovery-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-clos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""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-polymesh-flow-gate+native-polymesh-bounded-pressure-recovery+native-polymesh-fixed-outlet-handoff+native-polymesh-point-velocity-trust+native-polymesh-mass-recovery-cut+native-polymesh-zero-hot-cell-speed-rail+native-polymesh-progressive-mass-recovery+native-polymesh-owner-window-cfl-recovery+flow-gate-fixed-outlet-pressure-drop+cutcell-face-normal-boundary-distance+cutcell-postclosure-owner-dose+durable-flow-restart+sealed-gap-buoyancy-gate+acm-potential-wall-ramp+acm-reference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-09-v3\""""], ""stray_case"": ""case08003""}" ejb-training-0.1-train_val-campaign-00091-a95393,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The four planned test points are listed below. Five result sheets came back from the rig, but their labels were lost and some entries are illegible. Four belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 16 x EVE A41-class prismatic cell (116 Ah, LFP/graphite, 53.0 x 149 x 119 mm) in a rectangular grid of 4 rows x 4 columns, 4.5 mm cell spacing; a 1.4 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headered serpentine plate, 254 x 638 x 10.5 mm; 1 serpentine circuit(s) with 6 turns each, fed from headers; channel diameter 4.40 mm, flow along the plate length (x); ports 4.40 mm on the left (inlet) and right (outlet) faces; minimum wall 2.0 mm. Planned test points 1: Coolant 50 wt% ethylene glycol / water at 20.0 °C inlet, 0.500 L/min (density 1065 kg/m³, cp 3312 J/kgK, viscosity 3.70 mPa·s). Ambient 25.4 °C, external heat-transfer coefficient 7.1 W/m²K on exposed surfaces. Load: discharge at 0.217C, SOC 18%, state of health 88%; total heat generation 42.7 W (41.9 W in cells, 0.799 W in terminals/interconnects, applied uniformly). 2: Coolant 30 wt% ethylene glycol / water at 20.2 °C inlet, 0.500 L/min (density 1038 kg/m³, cp 3719 J/kgK, viscosity 2.16 mPa·s). Ambient 37.0 °C, external heat-transfer coefficient 3.4 W/m²K on exposed surfaces. Load: discharge at 0.258C, SOC 49%, state of health 80%; total heat generation 62.9 W (62.4 W in cells, 0.475 W in terminals/interconnects, applied uniformly). 3: Coolant water at 18.1 °C inlet, 0.500 L/min (density 998.6 kg/m³, cp 4185 J/kgK, viscosity 1.05 mPa·s). Ambient 30.4 °C, external heat-transfer coefficient 8.5 W/m²K on exposed surfaces. Load: discharge at 0.201C, SOC 66%, state of health 74%; total heat generation 30.5 W (30.0 W in cells, 0.480 W in terminals/interconnects, applied uniformly). 4: Coolant water at 11.1 °C inlet, 0.500 L/min (density 999.6 kg/m³, cp 4194 J/kgK, viscosity 1.27 mPa·s). Ambient 13.0 °C, external heat-transfer coefficient 9.0 W/m²K on exposed surfaces. Load: charge at 0.328C, SOC 92%, state of health 72%; total heat generation 30.6 W (26.9 W in cells, 3.69 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 7.98 K; cell spread 5.99 K; coolant rise illegible; pressure drop 4.64 kPa B peak cell rise 10.6 K; cell spread 7.59 K; coolant rise 3.58 K; pressure drop illegible C peak cell rise 4.92 K; cell spread 3.17 K; coolant rise illegible; pressure drop 11.9 kPa D peak cell rise 2.62 K; cell spread 1.93 K; coolant rise 0.932 K; pressure drop 5.30 kPa E peak cell rise 4.73 K; cell spread 3.67 K; coolant rise 0.632 K; pressure drop illegible Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 35.0 °C): Coolant 30 wt% ethylene glycol / water at 32.5 °C inlet, 0.500 L/min (density 1033 kg/m³, cp 3754 J/kgK, viscosity 1.54 mPa·s). Ambient 34.9 °C, external heat-transfer coefficient 5.2 W/m²K on exposed surfaces. Load: charge at 0.257C, SOC 24%, state of health 81%; total heat generation 9.49 W (9.27 W in cells, 0.214 W in terminals/interconnects, applied uniformly). Duty Y (limit 25.5 °C): Coolant water at 11.9 °C inlet, 0.500 L/min (density 999.5 kg/m³, cp 4192 J/kgK, viscosity 1.24 mPa·s). Ambient 30.7 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 0.279C, SOC 77%, state of health 98%; total heat generation 24.6 W (23.9 W in cells, 0.756 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""4\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 34.85012196935713, ""c_rate"": 0.2567869326867802, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1032.5261005475418, ""dynamic_viscosity_pa_s"": 0.0015375181642101, ""specific_heat_j_kgk"": 3754.332538485389, ""thermal_conductivity_w_mk"": 0.4763326842365606}, ""external_htc_w_m2k"": 5.188655284233391, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 9.27227882092323, ""interconnects"": 0.2143561902023364, ""total"": 9.486635011125566}, ""inlet_temperature_c"": 32.49677512794733, ""operation"": ""charge"", ""soc"": 0.2351905263960361, ""soh"": 0.8146987254731357}, {""ambient_temperature_c"": 30.662644375115633, ""c_rate"": 0.2785286393241052, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.5086753653244, ""dynamic_viscosity_pa_s"": 0.0012365660827246, ""specific_heat_j_kgk"": 4192.257644937524, ""thermal_conductivity_w_mk"": 0.5827446592970837}, ""external_htc_w_m2k"": 10.99406695459038, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 23.88107343771595, ""interconnects"": 0.7556582953859524, ""total"": 24.636731733101904}, ""inlet_temperature_c"": 11.9266276872923, ""operation"": ""discharge"", ""soc"": 0.7720782142132521, ""soh"": 0.9808086095377802}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 116.0, ""cell_count"": 16, ""cell_dimensions_mm"": {""height"": 119.0, ""length"": 53.0, ""width"": 148.6}, ""cell_family"": ""eve_a41_v2_1"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 4.518898893147707, ""chemistry"": ""LFP/graphite"", ""columns"": 4, ""interstitial"": ""potting"", ""plate_coverage"": 0.8969988694297863, ""rows"": 4, ""tim_thickness_mm"": 1.3688766791019589}, ""planned_points"": [{""ambient_temperature_c"": 25.37757048383355, ""c_rate"": 0.2172493320872383, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1064.951075005202, ""dynamic_viscosity_pa_s"": 0.0036982945411137, ""specific_heat_j_kgk"": 3311.820358788231, ""thermal_conductivity_w_mk"": 0.389122258489551}, ""external_htc_w_m2k"": 7.087549176067114, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 41.86925847618783, ""interconnects"": 0.7990987714110526, ""total"": 42.66835724759888}, ""inlet_temperature_c"": 19.95788984000683, ""operation"": ""discharge"", ""soc"": 0.1785962927620858, ""soh"": 0.8819327538833022}, {""ambient_temperature_c"": 37.03390832990408, ""c_rate"": 0.2575963871896707, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1037.984441759079, ""dynamic_viscosity_pa_s"": 0.0021567626518913, ""specific_heat_j_kgk"": 3718.692046700374, ""thermal_conductivity_w_mk"": 0.4650366701267344}, ""external_htc_w_m2k"": 3.391748151741922, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 62.42727709973596, ""interconnects"": 0.4746328712026554, ""total"": 62.90190997093862}, ""inlet_temperature_c"": 20.150180540816553, ""operation"": ""discharge"", ""soc"": 0.4890711316373199, ""soh"": 0.8004831518046558}, {""ambient_temperature_c"": 30.38510956801474, ""c_rate"": 0.2008902572475939, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.5783135173308, ""dynamic_viscosity_pa_s"": 0.001049768916619, ""specific_heat_j_kgk"": 4185.492934301372, ""thermal_conductivity_w_mk"": 0.5946180766303673}, ""external_htc_w_m2k"": 8.484789351001382, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 29.9970350925901, ""interconnects"": 0.4803616252932937, ""total"": 30.47739671788339}, ""inlet_temperature_c"": 18.1095435749091, ""operation"": ""discharge"", ""soc"": 0.6608741825446486, ""soh"": 0.7388121279887855}, {""ambient_temperature_c"": 12.990590212866664, ""c_rate"": 0.3279860117920313, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.6022095545076, ""dynamic_viscosity_pa_s"": 0.0012671338186927, ""specific_heat_j_kgk"": 4193.514067680455, ""thermal_conductivity_w_mk"": 0.5809695556303055}, ""external_htc_w_m2k"": 8.973972726613283, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 26.947727037771177, ""interconnects"": 3.693321184133309, ""total"": 30.641048221904487}, ""inlet_temperature_c"": 11.056343301994936, ""operation"": ""charge"", ""soc"": 0.9150136045645922, ""soh"": 0.724902683775872}], ""plate"": {""channel_diameter_mm"": 4.4003659701835565, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 10.5, ""inlet_face"": ""left"", ""layout"": ""serpentine"", ""length_mm"": 254.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.9992151111364365, ""outlet_face"": ""right"", ""parallel_paths"": 1, ""port_diameter_mm"": 4.4003659701835565, ""turns"": 6, ""width_mm"": 638.0}}",,"{""limits_C"": {""X"": 35.0, ""Y"": 25.5}, ""links"": {""1"": ""C"", ""2"": ""B"", ""3"": ""A"", ""4"": ""D""}, ""misfiled"": ""E"", ""peak_C"": {""X"": 34.10103759765627, ""Y"": 24.069055175781273}, ""rise_K"": {""X"": 1.6042624697089423, ""Y"": 12.142427488488977}, ""signoff"": {""X"": ""pass"", ""Y"": ""pass""}}","{""params"": {}, ""scorer"": ""campaign""}","{""duty_modes"": [""thermal_stress_tail"", ""chilled_high_load_tail""], ""duty_regimes"": [""mixed"", ""ambient_heated""], ""fit_clearance_scales"": [1.77, 2.85], ""interstitial"": ""potting"", ""non_controller_duties"": 2, ""profile"": ""training"", ""signoff"": ""pass_pass"", ""stray_state"": ""dP"", ""training_format"": ""campaign_4p"", ""trap_duties"": 0, ""uniqueness_ratio"": 1.384}","{""answer_case_names"": [""case05099"", ""case05097"", ""case05101"", ""case05098"", ""case05103"", ""case05102"", ""case13656""], ""case_names"": [""case05099"", ""case05097"", ""case05101"", ""case05098"", ""case05103"", ""case05102"", ""case13656""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case05103"", ""case05102""], ""geometry_ids"": [""geom_3adf7e3de290d04b"", ""geom_3adf7e3de290d04b"", ""geom_3adf7e3de290d04b"", ""geom_3adf7e3de290d04b"", ""geom_3adf7e3de290d04b"", ""geom_3adf7e3de290d04b"", ""geom_ccccabbb81f2a0ba""], ""point_cases"": [""case05099"", ""case05097"", ""case05101"", ""case05098""], ""solve_signatures"": [""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+cht-bounded-flow-progress-v1+cht-solid-topology-reuse-v1+cht-secondary-accuracy-recovery-v1+cht-secondary-failure-evidence-v1+cht-sibling-flow-initial-guess-v1+cht-certified-cfl-gate-v1+cht-hydraulic-envelope-explicit-v1+cht-cfl-edge-memory-v1+cht-stationary-plateau-acceptance-v1+cht-sfd-float64-v1+cht-sibling-thermal-initial-guess-v1+cht-pressure-endgame-v1+cht-buoyant-spinup-fail-fast-v1+cht-period-two-cfl-guard-v1+cht-growth-endgame-v1+cht-secondary-screening-v1+cht-secondary-screening-secant-v1+cht-period-two-regrowth-gate-v1+cht-endgame-dose-ladder-v1+cht-endgame-momentum-sfd-v1+cht-secondary-endgame-v1+cht-endgame-pseudo-time-leg-v1+cht-secondary-stall-recovery-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-clos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""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+cht-bounded-flow-progress-v1+cht-solid-topology-reuse-v1+cht-secondary-accuracy-recovery-v1+cht-secondary-failure-evidence-v1+cht-sibling-flow-initial-guess-v1+cht-certified-cfl-gate-v1+cht-hydraulic-envelope-explicit-v1+cht-cfl-edge-memory-v1+cht-stationary-plateau-acceptance-v1+cht-sfd-float64-v1+cht-sibling-thermal-initial-guess-v1+cht-pressure-endgame-v1+cht-buoyant-spinup-fail-fast-v1+cht-period-two-cfl-guard-v1+cht-growth-endgame-v1+cht-secondary-screening-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-polymesh-flow-gate+native-polymesh-bounded-pressure-recovery+native-polymesh-fixed-outlet-handoff+native-polymesh-point-velocity-trust+native-polymesh-mass-recovery-cut+native-polymesh-zero-hot-cell-speed-rail+native-polymesh-progressive-mass-recovery+native-polymesh-owner-window-cfl-recovery+flow-gate-fixed-outlet-pressure-drop+cutcell-face-normal-boundary-distance+cutcell-postclosure-owner-dose+durable-flow-restart+sealed-gap-buoyancy-gate+acm-potential-wall-ramp+acm-reference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-12-v6\""""], ""stray_case"": ""case13656""}" ejb-training-0.1-train_val-envelope-00093-daa0d8,operating_envelope,single_turn,train_val,public_train,,"You are reviewing the operating envelope of a battery cold plate from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 16 x EVE A41-class prismatic cell (116 Ah, LFP/graphite, 53.0 x 149 x 119 mm) in a rectangular grid of 4 rows x 4 columns, 4.5 mm cell spacing; a 1.4 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headered serpentine plate, 254 x 638 x 10.5 mm; 1 serpentine circuit(s) with 6 turns each, fed from headers; channel diameter 4.40 mm, flow along the plate length (x); ports 4.40 mm on the left (inlet) and right (outlet) faces; minimum wall 2.0 mm. Completed runs 1: Coolant water at 11.1 °C inlet, 0.500 L/min (density 999.6 kg/m³, cp 4194 J/kgK, viscosity 1.27 mPa·s). Ambient 13.0 °C, external heat-transfer coefficient 9.0 W/m²K on exposed surfaces. Load: charge at 0.328C, SOC 92%, state of health 72%; total heat generation 30.6 W (26.9 W in cells, 3.69 W in terminals/interconnects, applied uniformly). Result: peak cell rise 2.62 K; cell spread 1.93 K; coolant rise 0.932 K; pressure drop 5.30 kPa 2: Coolant 30 wt% ethylene glycol / water at 32.5 °C inlet, 0.500 L/min (density 1033 kg/m³, cp 3754 J/kgK, viscosity 1.54 mPa·s). Ambient 34.9 °C, external heat-transfer coefficient 5.2 W/m²K on exposed surfaces. Load: charge at 0.257C, SOC 24%, state of health 81%; total heat generation 9.49 W (9.27 W in cells, 0.214 W in terminals/interconnects, applied uniformly). Result: peak cell rise 1.60 K; cell spread 1.14 K; coolant rise 0.551 K; pressure drop 6.17 kPa 3: Coolant water at 18.1 °C inlet, 0.500 L/min (density 998.6 kg/m³, cp 4185 J/kgK, viscosity 1.05 mPa·s). Ambient 30.4 °C, external heat-transfer coefficient 8.5 W/m²K on exposed surfaces. Load: discharge at 0.201C, SOC 66%, state of health 74%; total heat generation 30.5 W (30.0 W in cells, 0.480 W in terminals/interconnects, applied uniformly). Result: peak cell rise 7.98 K; cell spread 5.99 K; coolant rise 2.58 K; pressure drop 4.64 kPa New duties Duty W: Coolant 50 wt% ethylene glycol / water at 10.8 °C inlet, 0.500 L/min (density 1070 kg/m³, cp 3263 J/kgK, viscosity 5.10 mPa·s). Ambient 16.5 °C, external heat-transfer coefficient 5.3 W/m²K on exposed surfaces. Load: charge at 0.303C, SOC 35%, state of health 91%; total heat generation 12.3 W (11.9 W in cells, 0.442 W in terminals/interconnects, applied uniformly). Duty X: Coolant water at 11.9 °C inlet, 0.500 L/min (density 999.5 kg/m³, cp 4192 J/kgK, viscosity 1.24 mPa·s). Ambient 30.7 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 0.279C, SOC 77%, state of health 98%; total heat generation 24.6 W (23.9 W in cells, 0.756 W in terminals/interconnects, applied uniformly). Duty Y: Coolant 50 wt% ethylene glycol / water at 20.0 °C inlet, 0.500 L/min (density 1065 kg/m³, cp 3312 J/kgK, viscosity 3.70 mPa·s). Ambient 25.4 °C, external heat-transfer coefficient 7.1 W/m²K on exposed surfaces. Load: discharge at 0.217C, SOC 18%, state of health 88%; total heat generation 42.7 W (41.9 W in cells, 0.799 W in terminals/interconnects, applied uniformly). Duty Z: Coolant 50 wt% ethylene glycol / water at 7.5 °C inlet, 0.518 L/min (density 1071 kg/m³, cp 3245 J/kgK, viscosity 5.79 mPa·s). Ambient 18.2 °C, external heat-transfer coefficient 3.8 W/m²K on exposed surfaces. Load: charge at 0.296C, SOC 11%, state of health 77%; total heat generation 18.1 W (16.7 W in cells, 1.41 W in terminals/interconnects, applied uniformly). Heat-balance regimes own_heat: the coolant removes essentially the pack's own heat: net heat exchanged with the surroundings is within ±25% of the pack's heat generation mixed: the pack also gains a significant amount of heat from the surroundings, between 25% and 100% of its own heat generation, and the coolant has to remove both ambient_gain: the pack gains more heat from the surroundings than it generates itself (net gain above 100% of its own heat generation) ambient_loss: more than 25% of the pack's own heat generation leaves to the surroundings rather than to the coolant Rank the four duties by peak cell rise above their own coolant inlet, largest first, and give the regime of each duty. Scoring: The score is 1 only if the ranking and every regime are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""ranking"": ""list of \""W\"", \""X\"", \""Y\"", \""Z\"", largest rise first"", ""regimes"": ""object mapping \""W\"", \""X\"", \""Y\"", \""Z\"" to \""own_heat\"" or \""mixed\"" or \""ambient_gain\"" or \""ambient_loss\""""}","{""duties"": [{""ambient_temperature_c"": 16.481090374290943, ""c_rate"": 0.3032696826949982, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1069.6242044762405, ""dynamic_viscosity_pa_s"": 0.0050971038203981, ""specific_heat_j_kgk"": 3262.84960519297, ""thermal_conductivity_w_mk"": 0.3834650725302615}, ""external_htc_w_m2k"": 5.3086050767451525, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 11.859502450890613, ""interconnects"": 0.4418674694022401, ""total"": 12.301369920292853}, ""inlet_temperature_c"": 10.813832293489108, ""operation"": ""charge"", ""soc"": 0.3463428618386387, ""soh"": 0.905523899756372}, {""ambient_temperature_c"": 30.662644375115633, ""c_rate"": 0.2785286393241052, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.5086753653244, ""dynamic_viscosity_pa_s"": 0.0012365660827246, ""specific_heat_j_kgk"": 4192.257644937524, ""thermal_conductivity_w_mk"": 0.5827446592970837}, ""external_htc_w_m2k"": 10.99406695459038, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 23.88107343771595, ""interconnects"": 0.7556582953859524, ""total"": 24.636731733101904}, ""inlet_temperature_c"": 11.9266276872923, ""operation"": ""discharge"", ""soc"": 0.7720782142132521, ""soh"": 0.9808086095377802}, {""ambient_temperature_c"": 25.37757048383355, ""c_rate"": 0.2172493320872383, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1064.951075005202, ""dynamic_viscosity_pa_s"": 0.0036982945411137, ""specific_heat_j_kgk"": 3311.820358788231, ""thermal_conductivity_w_mk"": 0.389122258489551}, ""external_htc_w_m2k"": 7.087549176067114, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 41.86925847618783, ""interconnects"": 0.7990987714110526, ""total"": 42.66835724759888}, ""inlet_temperature_c"": 19.95788984000683, ""operation"": ""discharge"", ""soc"": 0.1785962927620858, ""soh"": 0.8819327538833022}, {""ambient_temperature_c"": 18.192518819123507, ""c_rate"": 0.2959323233378451, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1071.2131914695492, ""dynamic_viscosity_pa_s"": 0.0057892412466319, ""specific_heat_j_kgk"": 3244.7655396230734, ""thermal_conductivity_w_mk"": 0.3814291675686304}, ""external_htc_w_m2k"": 3.7535236151888967, ""flow_lpm"": 0.518210082640014, ""heat_w"": {""cells"": 16.65785733331043, ""interconnects"": 1.408415088109185, ""total"": 18.066272421419615}, ""inlet_temperature_c"": 7.512421128470315, ""operation"": ""charge"", ""soc"": 0.1071436245925724, ""soh"": 0.7662355171516537}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 116.0, ""cell_count"": 16, ""cell_dimensions_mm"": {""height"": 119.0, ""length"": 53.0, ""width"": 148.6}, ""cell_family"": ""eve_a41_v2_1"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 4.518898893147707, ""chemistry"": ""LFP/graphite"", ""columns"": 4, ""interstitial"": ""potting"", ""plate_coverage"": 0.8969988694297863, ""rows"": 4, ""tim_thickness_mm"": 1.3688766791019589}, ""plate"": {""channel_diameter_mm"": 4.4003659701835565, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 10.5, ""inlet_face"": ""left"", ""layout"": ""serpentine"", ""length_mm"": 254.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.9992151111364365, ""outlet_face"": ""right"", ""parallel_paths"": 1, ""port_diameter_mm"": 4.4003659701835565, ""turns"": 6, ""width_mm"": 638.0}, ""runs"": [{""ambient_temperature_c"": 12.990590212866664, ""c_rate"": 0.3279860117920313, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.6022095545076, ""dynamic_viscosity_pa_s"": 0.0012671338186927, ""specific_heat_j_kgk"": 4193.514067680455, ""thermal_conductivity_w_mk"": 0.5809695556303055}, ""external_htc_w_m2k"": 8.973972726613283, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 26.947727037771177, ""interconnects"": 3.693321184133309, ""total"": 30.641048221904487}, ""inlet_temperature_c"": 11.056343301994936, ""operation"": ""charge"", ""soc"": 0.9150136045645922, ""soh"": 0.724902683775872}, {""ambient_temperature_c"": 34.85012196935713, ""c_rate"": 0.2567869326867802, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1032.5261005475418, ""dynamic_viscosity_pa_s"": 0.0015375181642101, ""specific_heat_j_kgk"": 3754.332538485389, ""thermal_conductivity_w_mk"": 0.4763326842365606}, ""external_htc_w_m2k"": 5.188655284233391, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 9.27227882092323, ""interconnects"": 0.2143561902023364, ""total"": 9.486635011125566}, ""inlet_temperature_c"": 32.49677512794733, ""operation"": ""charge"", ""soc"": 0.2351905263960361, ""soh"": 0.8146987254731357}, {""ambient_temperature_c"": 30.38510956801474, ""c_rate"": 0.2008902572475939, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.5783135173308, ""dynamic_viscosity_pa_s"": 0.001049768916619, ""specific_heat_j_kgk"": 4185.492934301372, ""thermal_conductivity_w_mk"": 0.5946180766303673}, ""external_htc_w_m2k"": 8.484789351001382, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 29.9970350925901, ""interconnects"": 0.4803616252932937, ""total"": 30.47739671788339}, ""inlet_temperature_c"": 18.1095435749091, ""operation"": ""discharge"", ""soc"": 0.6608741825446486, ""soh"": 0.7388121279887855}]}",,"{""ambient_ratio"": {""W"": 1.650648268112128, ""X"": 4.369121356976341, ""Y"": 0.3170073536779824, ""Z"": 1.9338856452888593}, ""peak_C"": {""W"": 14.203363037109398, ""X"": 24.069055175781273, ""Y"": 24.874963378906273, ""Z"": 13.175958251953148}, ""ranking"": [""X"", ""Z"", ""Y"", ""W""], ""regimes"": {""W"": ""ambient_gain"", ""X"": ""ambient_gain"", ""Y"": ""mixed"", ""Z"": ""ambient_gain""}, ""rise_K"": {""W"": 3.3895307436202984, ""X"": 12.142427488488977, ""Y"": 4.917073538899444, ""Z"": 5.663537123482854}}","{""params"": {}, ""scorer"": ""operating_envelope""}","{""duty_modes"": [""controller_selected"", ""chilled_high_load_tail"", ""controller_selected"", ""hydraulic_exploration""], ""hottest_regime"": ""ambient_gain"", ""interstitial"": ""potting"", ""quick_right"": false, ""regimes"": [""ambient_gain"", ""mixed""], ""training_format"": ""envelope_4d""}","{""answer_case_names"": [""case05100"", ""case05102"", ""case05099"", ""case05104""], ""case_names"": [""case05098"", ""case05103"", ""case05101"", ""case05100"", ""case05102"", ""case05099"", ""case05104""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case05100"", ""case05102"", ""case05099"", ""case05104""], ""geometry_ids"": [""geom_3adf7e3de290d04b"", ""geom_3adf7e3de290d04b"", ""geom_3adf7e3de290d04b"", ""geom_3adf7e3de290d04b"", ""geom_3adf7e3de290d04b"", ""geom_3adf7e3de290d04b"", ""geom_3adf7e3de290d04b""], ""point_cases"": [""case05098"", ""case05103"", ""case05101""], ""solve_signatures"": 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ejb-training-0.1-train_val-envelope-00097-f9c363,operating_envelope,single_turn,train_val,public_train,,"You are reviewing the operating envelope of a battery cold plate from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 16 x EVE A41-class prismatic cell (116 Ah, LFP/graphite, 53.0 x 149 x 119 mm) in a rectangular grid of 4 rows x 4 columns, 4.5 mm cell spacing; a 1.4 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headered serpentine plate, 254 x 638 x 10.5 mm; 1 serpentine circuit(s) with 6 turns each, fed from headers; channel diameter 4.40 mm, flow along the plate length (x); ports 4.40 mm on the left (inlet) and right (outlet) faces; minimum wall 2.0 mm. Completed runs 1: Coolant water at 18.1 °C inlet, 0.500 L/min (density 998.6 kg/m³, cp 4185 J/kgK, viscosity 1.05 mPa·s). Ambient 30.4 °C, external heat-transfer coefficient 8.5 W/m²K on exposed surfaces. Load: discharge at 0.201C, SOC 66%, state of health 74%; total heat generation 30.5 W (30.0 W in cells, 0.480 W in terminals/interconnects, applied uniformly). Result: peak cell rise 7.98 K; cell spread 5.99 K; coolant rise 2.58 K; pressure drop 4.64 kPa 2: Coolant 30 wt% ethylene glycol / water at 20.2 °C inlet, 0.500 L/min (density 1038 kg/m³, cp 3719 J/kgK, viscosity 2.16 mPa·s). Ambient 37.0 °C, external heat-transfer coefficient 3.4 W/m²K on exposed surfaces. Load: discharge at 0.258C, SOC 49%, state of health 80%; total heat generation 62.9 W (62.4 W in cells, 0.475 W in terminals/interconnects, applied uniformly). Result: peak cell rise 10.6 K; cell spread 7.59 K; coolant rise 3.58 K; pressure drop 7.89 kPa 3: Coolant 50 wt% ethylene glycol / water at 10.8 °C inlet, 0.500 L/min (density 1070 kg/m³, cp 3263 J/kgK, viscosity 5.10 mPa·s). Ambient 16.5 °C, external heat-transfer coefficient 5.3 W/m²K on exposed surfaces. Load: charge at 0.303C, SOC 35%, state of health 91%; total heat generation 12.3 W (11.9 W in cells, 0.442 W in terminals/interconnects, applied uniformly). Result: peak cell rise 3.39 K; cell spread 2.33 K; coolant rise 1.12 K; pressure drop 15.3 kPa New duties Duty W: Coolant water at 11.1 °C inlet, 0.500 L/min (density 999.6 kg/m³, cp 4194 J/kgK, viscosity 1.27 mPa·s). Ambient 13.0 °C, external heat-transfer coefficient 9.0 W/m²K on exposed surfaces. Load: charge at 0.328C, SOC 92%, state of health 72%; total heat generation 30.6 W (26.9 W in cells, 3.69 W in terminals/interconnects, applied uniformly). Duty X: Coolant 50 wt% ethylene glycol / water at 20.0 °C inlet, 0.500 L/min (density 1065 kg/m³, cp 3312 J/kgK, viscosity 3.70 mPa·s). Ambient 25.4 °C, external heat-transfer coefficient 7.1 W/m²K on exposed surfaces. Load: discharge at 0.217C, SOC 18%, state of health 88%; total heat generation 42.7 W (41.9 W in cells, 0.799 W in terminals/interconnects, applied uniformly). Duty Y: Coolant 50 wt% ethylene glycol / water at 7.5 °C inlet, 0.518 L/min (density 1071 kg/m³, cp 3245 J/kgK, viscosity 5.79 mPa·s). Ambient 18.2 °C, external heat-transfer coefficient 3.8 W/m²K on exposed surfaces. Load: charge at 0.296C, SOC 11%, state of health 77%; total heat generation 18.1 W (16.7 W in cells, 1.41 W in terminals/interconnects, applied uniformly). Duty Z: Coolant 30 wt% ethylene glycol / water at 32.5 °C inlet, 0.500 L/min (density 1033 kg/m³, cp 3754 J/kgK, viscosity 1.54 mPa·s). Ambient 34.9 °C, external heat-transfer coefficient 5.2 W/m²K on exposed surfaces. Load: charge at 0.257C, SOC 24%, state of health 81%; total heat generation 9.49 W (9.27 W in cells, 0.214 W in terminals/interconnects, applied uniformly). Heat-balance regimes own_heat: the coolant removes essentially the pack's own heat: net heat exchanged with the surroundings is within ±25% of the pack's heat generation mixed: the pack also gains a significant amount of heat from the surroundings, between 25% and 100% of its own heat generation, and the coolant has to remove both ambient_gain: the pack gains more heat from the surroundings than it generates itself (net gain above 100% of its own heat generation) ambient_loss: more than 25% of the pack's own heat generation leaves to the surroundings rather than to the coolant Rank the four duties by peak cell rise above their own coolant inlet, largest first, and give the regime of each duty. Scoring: The score is 1 only if the ranking and every regime are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""ranking"": ""list of \""W\"", \""X\"", \""Y\"", \""Z\"", largest rise first"", ""regimes"": ""object mapping \""W\"", \""X\"", \""Y\"", \""Z\"" to \""own_heat\"" or \""mixed\"" or \""ambient_gain\"" or \""ambient_loss\""""}","{""duties"": [{""ambient_temperature_c"": 12.990590212866664, ""c_rate"": 0.3279860117920313, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.6022095545076, ""dynamic_viscosity_pa_s"": 0.0012671338186927, ""specific_heat_j_kgk"": 4193.514067680455, ""thermal_conductivity_w_mk"": 0.5809695556303055}, ""external_htc_w_m2k"": 8.973972726613283, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 26.947727037771177, ""interconnects"": 3.693321184133309, ""total"": 30.641048221904487}, ""inlet_temperature_c"": 11.056343301994936, ""operation"": ""charge"", ""soc"": 0.9150136045645922, ""soh"": 0.724902683775872}, {""ambient_temperature_c"": 25.37757048383355, ""c_rate"": 0.2172493320872383, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1064.951075005202, ""dynamic_viscosity_pa_s"": 0.0036982945411137, ""specific_heat_j_kgk"": 3311.820358788231, ""thermal_conductivity_w_mk"": 0.389122258489551}, ""external_htc_w_m2k"": 7.087549176067114, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 41.86925847618783, ""interconnects"": 0.7990987714110526, ""total"": 42.66835724759888}, ""inlet_temperature_c"": 19.95788984000683, ""operation"": ""discharge"", ""soc"": 0.1785962927620858, ""soh"": 0.8819327538833022}, {""ambient_temperature_c"": 18.192518819123507, ""c_rate"": 0.2959323233378451, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1071.2131914695492, ""dynamic_viscosity_pa_s"": 0.0057892412466319, ""specific_heat_j_kgk"": 3244.7655396230734, ""thermal_conductivity_w_mk"": 0.3814291675686304}, ""external_htc_w_m2k"": 3.7535236151888967, ""flow_lpm"": 0.518210082640014, ""heat_w"": {""cells"": 16.65785733331043, ""interconnects"": 1.408415088109185, ""total"": 18.066272421419615}, ""inlet_temperature_c"": 7.512421128470315, ""operation"": ""charge"", ""soc"": 0.1071436245925724, ""soh"": 0.7662355171516537}, {""ambient_temperature_c"": 34.85012196935713, ""c_rate"": 0.2567869326867802, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1032.5261005475418, ""dynamic_viscosity_pa_s"": 0.0015375181642101, ""specific_heat_j_kgk"": 3754.332538485389, ""thermal_conductivity_w_mk"": 0.4763326842365606}, ""external_htc_w_m2k"": 5.188655284233391, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 9.27227882092323, ""interconnects"": 0.2143561902023364, ""total"": 9.486635011125566}, ""inlet_temperature_c"": 32.49677512794733, ""operation"": ""charge"", ""soc"": 0.2351905263960361, ""soh"": 0.8146987254731357}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 116.0, ""cell_count"": 16, ""cell_dimensions_mm"": {""height"": 119.0, ""length"": 53.0, ""width"": 148.6}, ""cell_family"": ""eve_a41_v2_1"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 4.518898893147707, ""chemistry"": ""LFP/graphite"", ""columns"": 4, ""interstitial"": ""potting"", ""plate_coverage"": 0.8969988694297863, ""rows"": 4, ""tim_thickness_mm"": 1.3688766791019589}, ""plate"": {""channel_diameter_mm"": 4.4003659701835565, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 10.5, ""inlet_face"": ""left"", ""layout"": ""serpentine"", ""length_mm"": 254.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.9992151111364365, ""outlet_face"": ""right"", ""parallel_paths"": 1, ""port_diameter_mm"": 4.4003659701835565, ""turns"": 6, ""width_mm"": 638.0}, ""runs"": [{""ambient_temperature_c"": 30.38510956801474, ""c_rate"": 0.2008902572475939, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.5783135173308, ""dynamic_viscosity_pa_s"": 0.001049768916619, ""specific_heat_j_kgk"": 4185.492934301372, ""thermal_conductivity_w_mk"": 0.5946180766303673}, ""external_htc_w_m2k"": 8.484789351001382, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 29.9970350925901, ""interconnects"": 0.4803616252932937, ""total"": 30.47739671788339}, ""inlet_temperature_c"": 18.1095435749091, ""operation"": ""discharge"", ""soc"": 0.6608741825446486, ""soh"": 0.7388121279887855}, {""ambient_temperature_c"": 37.03390832990408, ""c_rate"": 0.2575963871896707, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1037.984441759079, ""dynamic_viscosity_pa_s"": 0.0021567626518913, ""specific_heat_j_kgk"": 3718.692046700374, ""thermal_conductivity_w_mk"": 0.4650366701267344}, ""external_htc_w_m2k"": 3.391748151741922, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 62.42727709973596, ""interconnects"": 0.4746328712026554, ""total"": 62.90190997093862}, ""inlet_temperature_c"": 20.150180540816553, ""operation"": ""discharge"", ""soc"": 0.4890711316373199, ""soh"": 0.8004831518046558}, {""ambient_temperature_c"": 16.481090374290943, ""c_rate"": 0.3032696826949982, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1069.6242044762405, ""dynamic_viscosity_pa_s"": 0.0050971038203981, ""specific_heat_j_kgk"": 3262.84960519297, ""thermal_conductivity_w_mk"": 0.3834650725302615}, ""external_htc_w_m2k"": 5.3086050767451525, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 11.859502450890613, ""interconnects"": 0.4418674694022401, ""total"": 12.301369920292853}, ""inlet_temperature_c"": 10.813832293489108, ""operation"": ""charge"", ""soc"": 0.3463428618386387, ""soh"": 0.905523899756372}]}",,"{""ambient_ratio"": {""W"": 0.06291402316301148, ""X"": 0.3170073536779824, ""Y"": 1.9338856452888593, ""Z"": 0.8772315636235216}, ""peak_C"": {""W"": 13.681268310546898, ""X"": 24.874963378906273, ""Y"": 13.175958251953148, ""Z"": 34.10103759765627}, ""ranking"": [""Y"", ""X"", ""W"", ""Z""], ""regimes"": {""W"": ""own_heat"", ""X"": ""mixed"", ""Y"": ""ambient_gain"", ""Z"": ""mixed""}, ""rise_K"": {""W"": 2.6249250085519407, ""X"": 4.917073538899444, ""Y"": 5.663537123482854, ""Z"": 1.6042624697089423}}","{""params"": {}, ""scorer"": ""operating_envelope""}","{""duty_modes"": [""controller_selected"", ""controller_selected"", ""hydraulic_exploration"", ""thermal_stress_tail""], ""hottest_regime"": ""ambient_gain"", ""interstitial"": ""potting"", ""quick_right"": false, ""regimes"": [""ambient_gain"", ""mixed"", ""own_heat""], ""training_format"": ""envelope_4d""}","{""answer_case_names"": [""case05098"", ""case05099"", ""case05104"", ""case05103""], ""case_names"": [""case05101"", ""case05097"", ""case05100"", ""case05098"", ""case05099"", ""case05104"", ""case05103""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case05098"", ""case05099"", ""case05104"", ""case05103""], ""geometry_ids"": [""geom_3adf7e3de290d04b"", ""geom_3adf7e3de290d04b"", ""geom_3adf7e3de290d04b"", ""geom_3adf7e3de290d04b"", ""geom_3adf7e3de290d04b"", ""geom_3adf7e3de290d04b"", ""geom_3adf7e3de290d04b""], ""point_cases"": [""case05101"", ""case05097"", ""case05100""], ""solve_signatures"": 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ejb-training-0.1-train_val-signoff-00108-b0f5d1,duty_signoff,single_turn,train_val,public_train,,"You are signing off a battery cold plate at one new duty from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 16 x EVE A41-class prismatic cell (116 Ah, LFP/graphite, 53.0 x 149 x 119 mm) in a rectangular grid of 4 rows x 4 columns, 4.5 mm cell spacing; a 1.4 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headered serpentine plate, 254 x 638 x 10.5 mm; 1 serpentine circuit(s) with 6 turns each, fed from headers; channel diameter 4.40 mm, flow along the plate length (x); ports 4.40 mm on the left (inlet) and right (outlet) faces; minimum wall 2.0 mm. Completed runs 1: Coolant 50 wt% ethylene glycol / water at 10.8 °C inlet, 0.500 L/min (density 1070 kg/m³, cp 3263 J/kgK, viscosity 5.10 mPa·s). Ambient 16.5 °C, external heat-transfer coefficient 5.3 W/m²K on exposed surfaces. Load: charge at 0.303C, SOC 35%, state of health 91%; total heat generation 12.3 W (11.9 W in cells, 0.442 W in terminals/interconnects, applied uniformly). Result: peak cell rise 3.39 K; cell spread 2.33 K; coolant rise 1.12 K; pressure drop 15.3 kPa 2: Coolant 30 wt% ethylene glycol / water at 32.5 °C inlet, 0.500 L/min (density 1033 kg/m³, cp 3754 J/kgK, viscosity 1.54 mPa·s). Ambient 34.9 °C, external heat-transfer coefficient 5.2 W/m²K on exposed surfaces. Load: charge at 0.257C, SOC 24%, state of health 81%; total heat generation 9.49 W (9.27 W in cells, 0.214 W in terminals/interconnects, applied uniformly). Result: peak cell rise 1.60 K; cell spread 1.14 K; coolant rise 0.551 K; pressure drop 6.17 kPa 3: Coolant 50 wt% ethylene glycol / water at 7.5 °C inlet, 0.518 L/min (density 1071 kg/m³, cp 3245 J/kgK, viscosity 5.79 mPa·s). Ambient 18.2 °C, external heat-transfer coefficient 3.8 W/m²K on exposed surfaces. Load: charge at 0.296C, SOC 11%, state of health 77%; total heat generation 18.1 W (16.7 W in cells, 1.41 W in terminals/interconnects, applied uniformly). Result: peak cell rise 5.66 K; cell spread 3.96 K; coolant rise 1.77 K; pressure drop 17.6 kPa Duties Duty X (peak cell limit 29.5 °C, pressure drop limit 9.01 kPa): Coolant 30 wt% ethylene glycol / water at 20.2 °C inlet, 0.500 L/min (density 1038 kg/m³, cp 3719 J/kgK, viscosity 2.16 mPa·s). Ambient 37.0 °C, external heat-transfer coefficient 3.4 W/m²K on exposed surfaces. Load: discharge at 0.258C, SOC 49%, state of health 80%; total heat generation 62.9 W (62.4 W in cells, 0.475 W in terminals/interconnects, applied uniformly). For each duty, say whether peak cell temperature stays at or below its limit and whether pressure drop stays at or below its limit. Scoring: The score is 1 only if every temperature and pressure verdict is correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""pressure"": ""object mapping \""X\"" to \""pass\"" or \""fail\"""", ""temperature"": ""object mapping \""X\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 37.03390832990408, ""c_rate"": 0.2575963871896707, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1037.984441759079, ""dynamic_viscosity_pa_s"": 0.0021567626518913, ""specific_heat_j_kgk"": 3718.692046700374, ""thermal_conductivity_w_mk"": 0.4650366701267344}, ""external_htc_w_m2k"": 3.391748151741922, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 62.42727709973596, ""interconnects"": 0.4746328712026554, ""total"": 62.90190997093862}, ""inlet_temperature_c"": 20.150180540816553, ""operation"": ""discharge"", ""soc"": 0.4890711316373199, ""soh"": 0.8004831518046558}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 116.0, ""cell_count"": 16, ""cell_dimensions_mm"": {""height"": 119.0, ""length"": 53.0, ""width"": 148.6}, ""cell_family"": ""eve_a41_v2_1"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 4.518898893147707, ""chemistry"": ""LFP/graphite"", ""columns"": 4, ""interstitial"": ""potting"", ""plate_coverage"": 0.8969988694297863, ""rows"": 4, ""tim_thickness_mm"": 1.3688766791019589}, ""plate"": {""channel_diameter_mm"": 4.4003659701835565, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 10.5, ""inlet_face"": ""left"", ""layout"": ""serpentine"", ""length_mm"": 254.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.9992151111364365, ""outlet_face"": ""right"", ""parallel_paths"": 1, ""port_diameter_mm"": 4.4003659701835565, ""turns"": 6, ""width_mm"": 638.0}, ""runs"": [{""ambient_temperature_c"": 16.481090374290943, ""c_rate"": 0.3032696826949982, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1069.6242044762405, ""dynamic_viscosity_pa_s"": 0.0050971038203981, ""specific_heat_j_kgk"": 3262.84960519297, ""thermal_conductivity_w_mk"": 0.3834650725302615}, ""external_htc_w_m2k"": 5.3086050767451525, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 11.859502450890613, ""interconnects"": 0.4418674694022401, ""total"": 12.301369920292853}, ""inlet_temperature_c"": 10.813832293489108, ""operation"": ""charge"", ""soc"": 0.3463428618386387, ""soh"": 0.905523899756372}, {""ambient_temperature_c"": 34.85012196935713, ""c_rate"": 0.2567869326867802, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1032.5261005475418, ""dynamic_viscosity_pa_s"": 0.0015375181642101, ""specific_heat_j_kgk"": 3754.332538485389, ""thermal_conductivity_w_mk"": 0.4763326842365606}, ""external_htc_w_m2k"": 5.188655284233391, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 9.27227882092323, ""interconnects"": 0.2143561902023364, ""total"": 9.486635011125566}, ""inlet_temperature_c"": 32.49677512794733, ""operation"": ""charge"", ""soc"": 0.2351905263960361, ""soh"": 0.8146987254731357}, {""ambient_temperature_c"": 18.192518819123507, ""c_rate"": 0.2959323233378451, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1071.2131914695492, ""dynamic_viscosity_pa_s"": 0.0057892412466319, ""specific_heat_j_kgk"": 3244.7655396230734, ""thermal_conductivity_w_mk"": 0.3814291675686304}, ""external_htc_w_m2k"": 3.7535236151888967, ""flow_lpm"": 0.518210082640014, ""heat_w"": {""cells"": 16.65785733331043, ""interconnects"": 1.408415088109185, ""total"": 18.066272421419615}, ""inlet_temperature_c"": 7.512421128470315, ""operation"": ""charge"", ""soc"": 0.1071436245925724, ""soh"": 0.7662355171516537}]}",,"{""dP_kPa"": {""X"": 7.887698526036345}, ""limits_C"": {""X"": 29.5}, ""peak_C"": {""X"": 30.793481445312523}, ""pressure"": {""X"": ""pass""}, ""pressure_limits_kPa"": {""X"": 9.01}, ""rise_K"": {""X"": 10.643300904495959}, ""temperature"": {""X"": ""fail""}}","{""params"": {}, ""scorer"": ""duty_signoff""}","{""duty_modes"": [""controller_selected""], ""duty_regimes"": [""mixed""], ""interstitial"": ""potting"", ""pressure_signoff"": ""pass"", ""quick_right"": false, ""reference_right"": true, ""shown_runs"": 3, ""signoff"": ""fail"", ""training_format"": ""signoff_1d3r""}","{""answer_case_names"": [""case05097""], ""case_names"": [""case05100"", ""case05103"", ""case05104"", ""case05097""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case05097""], ""geometry_ids"": [""geom_3adf7e3de290d04b"", ""geom_3adf7e3de290d04b"", ""geom_3adf7e3de290d04b"", ""geom_3adf7e3de290d04b""], ""run_cases"": [""case05100"", ""case05103"", ""case05104""], ""solve_signatures"": [""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+cht-bounded-flow-progress-v1+cht-solid-topology-reuse-v1+cht-secondary-accuracy-recovery-v1+cht-secondary-failure-evidence-v1+cht-sibling-flow-initial-guess-v1+cht-certified-cfl-gate-v1+cht-hydraulic-envelope-explicit-v1+cht-cfl-edge-memory-v1+cht-stationary-plateau-acceptance-v1+cht-sfd-float64-v1+cht-sibling-thermal-initial-guess-v1+cht-pressure-endgame-v1+cht-buoyant-spinup-fail-fast-v1+cht-period-two-cfl-guard-v1+cht-growth-endgame-v1+cht-secondary-screening-v1+cht-secondary-screening-secant-v1+cht-period-two-regrowth-gate-v1+cht-endgame-dose-ladder-v1+cht-endgame-momentum-sfd-v1+cht-secondary-endgame-v1+cht-endgame-pseudo-time-leg-v1+cht-secondary-stall-recovery-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-clos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ejb-training-0.1-train_val-signoff-00113-7a29c7,duty_signoff,single_turn,train_val,public_train,,"You are signing off a battery cold plate at one new duty from four completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 16 x EVE A41-class prismatic cell (116 Ah, LFP/graphite, 53.0 x 149 x 119 mm) in a rectangular grid of 4 rows x 4 columns, 4.5 mm cell spacing; a 1.4 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headered serpentine plate, 254 x 638 x 10.5 mm; 1 serpentine circuit(s) with 6 turns each, fed from headers; channel diameter 4.40 mm, flow along the plate length (x); ports 4.40 mm on the left (inlet) and right (outlet) faces; minimum wall 2.0 mm. Completed runs 1: Coolant 50 wt% ethylene glycol / water at 20.0 °C inlet, 0.500 L/min (density 1065 kg/m³, cp 3312 J/kgK, viscosity 3.70 mPa·s). Ambient 25.4 °C, external heat-transfer coefficient 7.1 W/m²K on exposed surfaces. Load: discharge at 0.217C, SOC 18%, state of health 88%; total heat generation 42.7 W (41.9 W in cells, 0.799 W in terminals/interconnects, applied uniformly). Result: peak cell rise 4.92 K; cell spread 3.17 K; coolant rise 1.91 K; pressure drop 11.9 kPa 2: Coolant 50 wt% ethylene glycol / water at 10.8 °C inlet, 0.500 L/min (density 1070 kg/m³, cp 3263 J/kgK, viscosity 5.10 mPa·s). Ambient 16.5 °C, external heat-transfer coefficient 5.3 W/m²K on exposed surfaces. Load: charge at 0.303C, SOC 35%, state of health 91%; total heat generation 12.3 W (11.9 W in cells, 0.442 W in terminals/interconnects, applied uniformly). Result: peak cell rise 3.39 K; cell spread 2.33 K; coolant rise 1.12 K; pressure drop 15.3 kPa 3: Coolant 30 wt% ethylene glycol / water at 32.5 °C inlet, 0.500 L/min (density 1033 kg/m³, cp 3754 J/kgK, viscosity 1.54 mPa·s). Ambient 34.9 °C, external heat-transfer coefficient 5.2 W/m²K on exposed surfaces. Load: charge at 0.257C, SOC 24%, state of health 81%; total heat generation 9.49 W (9.27 W in cells, 0.214 W in terminals/interconnects, applied uniformly). Result: peak cell rise 1.60 K; cell spread 1.14 K; coolant rise 0.551 K; pressure drop 6.17 kPa 4: Coolant water at 18.1 °C inlet, 0.500 L/min (density 998.6 kg/m³, cp 4185 J/kgK, viscosity 1.05 mPa·s). Ambient 30.4 °C, external heat-transfer coefficient 8.5 W/m²K on exposed surfaces. Load: discharge at 0.201C, SOC 66%, state of health 74%; total heat generation 30.5 W (30.0 W in cells, 0.480 W in terminals/interconnects, applied uniformly). Result: peak cell rise 7.98 K; cell spread 5.99 K; coolant rise 2.58 K; pressure drop 4.64 kPa Duties Duty X (peak cell limit 29.5 °C, pressure drop limit 7.01 kPa): Coolant 30 wt% ethylene glycol / water at 20.2 °C inlet, 0.500 L/min (density 1038 kg/m³, cp 3719 J/kgK, viscosity 2.16 mPa·s). Ambient 37.0 °C, external heat-transfer coefficient 3.4 W/m²K on exposed surfaces. Load: discharge at 0.258C, SOC 49%, state of health 80%; total heat generation 62.9 W (62.4 W in cells, 0.475 W in terminals/interconnects, applied uniformly). For each duty, say whether peak cell temperature stays at or below its limit and whether pressure drop stays at or below its limit. Scoring: The score is 1 only if every temperature and pressure verdict is correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""pressure"": ""object mapping \""X\"" to \""pass\"" or \""fail\"""", ""temperature"": ""object mapping \""X\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 37.03390832990408, ""c_rate"": 0.2575963871896707, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1037.984441759079, ""dynamic_viscosity_pa_s"": 0.0021567626518913, ""specific_heat_j_kgk"": 3718.692046700374, ""thermal_conductivity_w_mk"": 0.4650366701267344}, ""external_htc_w_m2k"": 3.391748151741922, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 62.42727709973596, ""interconnects"": 0.4746328712026554, ""total"": 62.90190997093862}, ""inlet_temperature_c"": 20.150180540816553, ""operation"": ""discharge"", ""soc"": 0.4890711316373199, ""soh"": 0.8004831518046558}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 116.0, ""cell_count"": 16, ""cell_dimensions_mm"": {""height"": 119.0, ""length"": 53.0, ""width"": 148.6}, ""cell_family"": ""eve_a41_v2_1"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 4.518898893147707, ""chemistry"": ""LFP/graphite"", ""columns"": 4, ""interstitial"": ""potting"", ""plate_coverage"": 0.8969988694297863, ""rows"": 4, ""tim_thickness_mm"": 1.3688766791019589}, ""plate"": {""channel_diameter_mm"": 4.4003659701835565, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 10.5, ""inlet_face"": ""left"", ""layout"": ""serpentine"", ""length_mm"": 254.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.9992151111364365, ""outlet_face"": ""right"", ""parallel_paths"": 1, ""port_diameter_mm"": 4.4003659701835565, ""turns"": 6, ""width_mm"": 638.0}, ""runs"": [{""ambient_temperature_c"": 25.37757048383355, ""c_rate"": 0.2172493320872383, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1064.951075005202, ""dynamic_viscosity_pa_s"": 0.0036982945411137, ""specific_heat_j_kgk"": 3311.820358788231, ""thermal_conductivity_w_mk"": 0.389122258489551}, ""external_htc_w_m2k"": 7.087549176067114, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 41.86925847618783, ""interconnects"": 0.7990987714110526, ""total"": 42.66835724759888}, ""inlet_temperature_c"": 19.95788984000683, ""operation"": ""discharge"", ""soc"": 0.1785962927620858, ""soh"": 0.8819327538833022}, {""ambient_temperature_c"": 16.481090374290943, ""c_rate"": 0.3032696826949982, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1069.6242044762405, ""dynamic_viscosity_pa_s"": 0.0050971038203981, ""specific_heat_j_kgk"": 3262.84960519297, ""thermal_conductivity_w_mk"": 0.3834650725302615}, ""external_htc_w_m2k"": 5.3086050767451525, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 11.859502450890613, ""interconnects"": 0.4418674694022401, ""total"": 12.301369920292853}, ""inlet_temperature_c"": 10.813832293489108, ""operation"": ""charge"", ""soc"": 0.3463428618386387, ""soh"": 0.905523899756372}, {""ambient_temperature_c"": 34.85012196935713, ""c_rate"": 0.2567869326867802, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1032.5261005475418, ""dynamic_viscosity_pa_s"": 0.0015375181642101, ""specific_heat_j_kgk"": 3754.332538485389, ""thermal_conductivity_w_mk"": 0.4763326842365606}, ""external_htc_w_m2k"": 5.188655284233391, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 9.27227882092323, ""interconnects"": 0.2143561902023364, ""total"": 9.486635011125566}, ""inlet_temperature_c"": 32.49677512794733, ""operation"": ""charge"", ""soc"": 0.2351905263960361, ""soh"": 0.8146987254731357}, {""ambient_temperature_c"": 30.38510956801474, ""c_rate"": 0.2008902572475939, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.5783135173308, ""dynamic_viscosity_pa_s"": 0.001049768916619, ""specific_heat_j_kgk"": 4185.492934301372, ""thermal_conductivity_w_mk"": 0.5946180766303673}, ""external_htc_w_m2k"": 8.484789351001382, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 29.9970350925901, ""interconnects"": 0.4803616252932937, ""total"": 30.47739671788339}, ""inlet_temperature_c"": 18.1095435749091, ""operation"": ""discharge"", ""soc"": 0.6608741825446486, ""soh"": 0.7388121279887855}]}",,"{""dP_kPa"": {""X"": 7.887698526036345}, ""limits_C"": {""X"": 29.5}, ""peak_C"": {""X"": 30.793481445312523}, ""pressure"": {""X"": ""fail""}, ""pressure_limits_kPa"": {""X"": 7.01}, ""rise_K"": {""X"": 10.643300904495959}, ""temperature"": {""X"": ""fail""}}","{""params"": {}, ""scorer"": ""duty_signoff""}","{""duty_modes"": [""controller_selected""], ""duty_regimes"": [""mixed""], ""interstitial"": ""potting"", ""pressure_signoff"": ""fail"", ""quick_right"": false, ""reference_right"": true, ""shown_runs"": 4, ""signoff"": ""fail"", ""training_format"": ""signoff_1d4r""}","{""answer_case_names"": [""case05097""], ""case_names"": [""case05099"", ""case05100"", ""case05103"", ""case05101"", ""case05097""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case05097""], ""geometry_ids"": [""geom_3adf7e3de290d04b"", ""geom_3adf7e3de290d04b"", ""geom_3adf7e3de290d04b"", ""geom_3adf7e3de290d04b"", ""geom_3adf7e3de290d04b""], ""run_cases"": [""case05099"", ""case05100"", ""case05103"", ""case05101""], ""solve_signatures"": 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ejb-training-0.1-train_val-signoff-00114-4f9d0e,duty_signoff,single_turn,train_val,public_train,,"You are signing off a battery cold plate at two new duties from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 16 x EVE A41-class prismatic cell (116 Ah, LFP/graphite, 53.0 x 149 x 119 mm) in a rectangular grid of 4 rows x 4 columns, 4.5 mm cell spacing; a 1.4 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headered serpentine plate, 254 x 638 x 10.5 mm; 1 serpentine circuit(s) with 6 turns each, fed from headers; channel diameter 4.40 mm, flow along the plate length (x); ports 4.40 mm on the left (inlet) and right (outlet) faces; minimum wall 2.0 mm. Completed runs 1: Coolant 50 wt% ethylene glycol / water at 10.8 °C inlet, 0.500 L/min (density 1070 kg/m³, cp 3263 J/kgK, viscosity 5.10 mPa·s). Ambient 16.5 °C, external heat-transfer coefficient 5.3 W/m²K on exposed surfaces. Load: charge at 0.303C, SOC 35%, state of health 91%; total heat generation 12.3 W (11.9 W in cells, 0.442 W in terminals/interconnects, applied uniformly). Result: peak cell rise 3.39 K; cell spread 2.33 K; coolant rise 1.12 K; pressure drop 15.3 kPa 2: Coolant water at 11.9 °C inlet, 0.500 L/min (density 999.5 kg/m³, cp 4192 J/kgK, viscosity 1.24 mPa·s). Ambient 30.7 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 0.279C, SOC 77%, state of health 98%; total heat generation 24.6 W (23.9 W in cells, 0.756 W in terminals/interconnects, applied uniformly). Result: peak cell rise 12.1 K; cell spread 9.16 K; coolant rise 3.79 K; pressure drop 5.21 kPa 3: Coolant 30 wt% ethylene glycol / water at 32.5 °C inlet, 0.500 L/min (density 1033 kg/m³, cp 3754 J/kgK, viscosity 1.54 mPa·s). Ambient 34.9 °C, external heat-transfer coefficient 5.2 W/m²K on exposed surfaces. Load: charge at 0.257C, SOC 24%, state of health 81%; total heat generation 9.49 W (9.27 W in cells, 0.214 W in terminals/interconnects, applied uniformly). Result: peak cell rise 1.60 K; cell spread 1.14 K; coolant rise 0.551 K; pressure drop 6.17 kPa Duties Duty X (peak cell limit 12.5 °C, pressure drop limit 14.7 kPa): Coolant 50 wt% ethylene glycol / water at 7.5 °C inlet, 0.518 L/min (density 1071 kg/m³, cp 3245 J/kgK, viscosity 5.79 mPa·s). Ambient 18.2 °C, external heat-transfer coefficient 3.8 W/m²K on exposed surfaces. Load: charge at 0.296C, SOC 11%, state of health 77%; total heat generation 18.1 W (16.7 W in cells, 1.41 W in terminals/interconnects, applied uniformly). Duty Y (peak cell limit 25.5 °C, pressure drop limit 10.4 kPa): Coolant 50 wt% ethylene glycol / water at 20.0 °C inlet, 0.500 L/min (density 1065 kg/m³, cp 3312 J/kgK, viscosity 3.70 mPa·s). Ambient 25.4 °C, external heat-transfer coefficient 7.1 W/m²K on exposed surfaces. Load: discharge at 0.217C, SOC 18%, state of health 88%; total heat generation 42.7 W (41.9 W in cells, 0.799 W in terminals/interconnects, applied uniformly). For each duty, say whether peak cell temperature stays at or below its limit and whether pressure drop stays at or below its limit. Scoring: The score is 1 only if every temperature and pressure verdict is correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""pressure"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\"""", ""temperature"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 18.192518819123507, ""c_rate"": 0.2959323233378451, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1071.2131914695492, ""dynamic_viscosity_pa_s"": 0.0057892412466319, ""specific_heat_j_kgk"": 3244.7655396230734, ""thermal_conductivity_w_mk"": 0.3814291675686304}, ""external_htc_w_m2k"": 3.7535236151888967, ""flow_lpm"": 0.518210082640014, ""heat_w"": {""cells"": 16.65785733331043, ""interconnects"": 1.408415088109185, ""total"": 18.066272421419615}, ""inlet_temperature_c"": 7.512421128470315, ""operation"": ""charge"", ""soc"": 0.1071436245925724, ""soh"": 0.7662355171516537}, {""ambient_temperature_c"": 25.37757048383355, ""c_rate"": 0.2172493320872383, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1064.951075005202, ""dynamic_viscosity_pa_s"": 0.0036982945411137, ""specific_heat_j_kgk"": 3311.820358788231, ""thermal_conductivity_w_mk"": 0.389122258489551}, ""external_htc_w_m2k"": 7.087549176067114, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 41.86925847618783, ""interconnects"": 0.7990987714110526, ""total"": 42.66835724759888}, ""inlet_temperature_c"": 19.95788984000683, ""operation"": ""discharge"", ""soc"": 0.1785962927620858, ""soh"": 0.8819327538833022}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 116.0, ""cell_count"": 16, ""cell_dimensions_mm"": {""height"": 119.0, ""length"": 53.0, ""width"": 148.6}, ""cell_family"": ""eve_a41_v2_1"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 4.518898893147707, ""chemistry"": ""LFP/graphite"", ""columns"": 4, ""interstitial"": ""potting"", ""plate_coverage"": 0.8969988694297863, ""rows"": 4, ""tim_thickness_mm"": 1.3688766791019589}, ""plate"": {""channel_diameter_mm"": 4.4003659701835565, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 10.5, ""inlet_face"": ""left"", ""layout"": ""serpentine"", ""length_mm"": 254.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.9992151111364365, ""outlet_face"": ""right"", ""parallel_paths"": 1, ""port_diameter_mm"": 4.4003659701835565, ""turns"": 6, ""width_mm"": 638.0}, ""runs"": [{""ambient_temperature_c"": 16.481090374290943, ""c_rate"": 0.3032696826949982, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1069.6242044762405, ""dynamic_viscosity_pa_s"": 0.0050971038203981, ""specific_heat_j_kgk"": 3262.84960519297, ""thermal_conductivity_w_mk"": 0.3834650725302615}, ""external_htc_w_m2k"": 5.3086050767451525, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 11.859502450890613, ""interconnects"": 0.4418674694022401, ""total"": 12.301369920292853}, ""inlet_temperature_c"": 10.813832293489108, ""operation"": ""charge"", ""soc"": 0.3463428618386387, ""soh"": 0.905523899756372}, {""ambient_temperature_c"": 30.662644375115633, ""c_rate"": 0.2785286393241052, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.5086753653244, ""dynamic_viscosity_pa_s"": 0.0012365660827246, ""specific_heat_j_kgk"": 4192.257644937524, ""thermal_conductivity_w_mk"": 0.5827446592970837}, ""external_htc_w_m2k"": 10.99406695459038, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 23.88107343771595, ""interconnects"": 0.7556582953859524, ""total"": 24.636731733101904}, ""inlet_temperature_c"": 11.9266276872923, ""operation"": ""discharge"", ""soc"": 0.7720782142132521, ""soh"": 0.9808086095377802}, {""ambient_temperature_c"": 34.85012196935713, ""c_rate"": 0.2567869326867802, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1032.5261005475418, ""dynamic_viscosity_pa_s"": 0.0015375181642101, ""specific_heat_j_kgk"": 3754.332538485389, ""thermal_conductivity_w_mk"": 0.4763326842365606}, ""external_htc_w_m2k"": 5.188655284233391, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 9.27227882092323, ""interconnects"": 0.2143561902023364, ""total"": 9.486635011125566}, ""inlet_temperature_c"": 32.49677512794733, ""operation"": ""charge"", ""soc"": 0.2351905263960361, ""soh"": 0.8146987254731357}]}",,"{""dP_kPa"": {""X"": 17.629050757021194, ""Y"": 11.912914410663317}, ""limits_C"": {""X"": 12.5, ""Y"": 25.5}, ""peak_C"": {""X"": 13.175958251953148, ""Y"": 24.874963378906273}, ""pressure"": {""X"": ""fail"", ""Y"": ""fail""}, ""pressure_limits_kPa"": {""X"": 14.7, ""Y"": 10.4}, ""rise_K"": {""X"": 5.663537123482854, ""Y"": 4.917073538899444}, ""temperature"": {""X"": ""fail"", ""Y"": ""pass""}}","{""params"": {}, ""scorer"": ""duty_signoff""}","{""duty_modes"": [""hydraulic_exploration"", ""controller_selected""], ""duty_regimes"": [""ambient_heated"", ""mixed""], ""interstitial"": ""potting"", ""pressure_signoff"": ""fail_fail"", ""quick_right"": false, ""reference_right"": true, ""shown_runs"": 3, ""signoff"": ""fail_pass"", ""training_format"": ""signoff_2d3r""}","{""answer_case_names"": [""case05104"", ""case05099""], ""case_names"": [""case05100"", ""case05102"", ""case05103"", ""case05104"", ""case05099""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case05104"", ""case05099""], ""geometry_ids"": [""geom_3adf7e3de290d04b"", ""geom_3adf7e3de290d04b"", ""geom_3adf7e3de290d04b"", ""geom_3adf7e3de290d04b"", ""geom_3adf7e3de290d04b""], ""run_cases"": [""case05100"", ""case05102"", ""case05103""], ""solve_signatures"": 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ejb-training-0.1-train_val-signoff-00118-ef9fd6,duty_signoff,single_turn,train_val,independent_test,,"You are signing off a battery cold plate at one new duty from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 48 x 18650 cylindrical cell (Molicel P22S class) (2.20 Ah, INR layered oxide, 18.6 mm diameter x 65.2 mm tall) in a rectangular grid of 12 rows x 4 columns, 5.5 mm cell spacing; a 1.4 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headered serpentine plate, 115 x 310 x 11.8 mm; 1 serpentine circuit(s) with 2 turns each, fed from headers; channel diameter 2.98 mm, flow across the plate width (y); ports 2.98 mm on the front (inlet) and back (outlet) faces; minimum wall 2.9 mm. Completed runs 1: Coolant 50 wt% ethylene glycol / water at 19.7 °C inlet, 0.403 L/min (density 1065 kg/m³, cp 3311 J/kgK, viscosity 3.73 mPa·s). Ambient 37.1 °C, external heat-transfer coefficient 8.6 W/m²K on exposed surfaces. Load: charge at 0.549C, SOC 91%, state of health 74%; total heat generation 5.54 W (5.45 W in cells, 0.0926 W in terminals/interconnects, applied uniformly). Result: peak cell rise 9.21 K; cell spread 6.77 K; coolant rise 1.29 K; pressure drop 14.6 kPa 2: Coolant 30 wt% ethylene glycol / water at 22.1 °C inlet, 0.100 L/min (density 1037 kg/m³, cp 3724 J/kgK, viscosity 2.04 mPa·s). Ambient 25.7 °C, external heat-transfer coefficient 6.2 W/m²K on exposed surfaces. Load: charge at 1.25C, SOC 33%, state of health 79%; total heat generation 11.6 W (11.2 W in cells, 0.362 W in terminals/interconnects, applied uniformly). Result: peak cell rise 4.19 K; cell spread 2.48 K; coolant rise 1.96 K; pressure drop 1.65 kPa 3: Coolant water at 29.0 °C inlet, 0.100 L/min (density 996.0 kg/m³, cp 4180 J/kgK, viscosity 0.815 mPa·s). Ambient 31.5 °C, external heat-transfer coefficient 3.6 W/m²K on exposed surfaces. Load: discharge at 1.60C, SOC 47%, state of health 96%; total heat generation 24.6 W (23.8 W in cells, 0.804 W in terminals/interconnects, applied uniformly). Result: peak cell rise 7.11 K; cell spread 4.73 K; coolant rise 3.16 K; pressure drop 0.806 kPa Duties Duty X (peak cell limit 18.5 °C, pressure drop limit 3.04 kPa): Coolant 30 wt% ethylene glycol / water at 10.3 °C inlet, 0.156 L/min (density 1042 kg/m³, cp 3689 J/kgK, viscosity 2.95 mPa·s). Ambient 19.9 °C, external heat-transfer coefficient 9.1 W/m²K on exposed surfaces. Load: discharge at 1.27C, SOC 54%, state of health 72%; total heat generation 26.3 W (24.8 W in cells, 1.50 W in terminals/interconnects, applied uniformly). For each duty, say whether peak cell temperature stays at or below its limit and whether pressure drop stays at or below its limit. Scoring: The score is 1 only if every temperature and pressure verdict is correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""pressure"": ""object mapping \""X\"" to \""pass\"" or \""fail\"""", ""temperature"": ""object mapping \""X\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 19.866888914257288, ""c_rate"": 1.269674426647164, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1041.7023685014196, ""dynamic_viscosity_pa_s"": 0.0029509017902186, ""specific_heat_j_kgk"": 3689.464413069417, ""thermal_conductivity_w_mk"": 0.4558084567237976}, ""external_htc_w_m2k"": 9.122433305718005, ""flow_lpm"": 0.1555862585111112, ""heat_w"": {""cells"": 24.842091596209244, ""interconnects"": 1.4994341347653943, ""total"": 26.34152573097464}, ""inlet_temperature_c"": 10.3172195982188, ""operation"": ""discharge"", ""soc"": 0.5439059575553984, ""soh"": 0.7211165130138397}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 2.2, ""cell_count"": 48, ""cell_dimensions_mm"": {""diameter"": 18.6, ""height"": 65.2}, ""cell_family"": ""molicel_18650"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 5.53943172544241, ""chemistry"": ""INR layered oxide"", ""columns"": 4, ""interstitial"": ""potting"", ""plate_coverage"": 0.782613436224669, ""rows"": 12, ""tim_thickness_mm"": 1.4145075779408214}, ""plate"": {""channel_diameter_mm"": 2.9819625030346417, ""flow_direction"": ""widthwise_y"", ""height_mm"": 11.75, ""inlet_face"": ""front"", ""layout"": ""serpentine"", ""length_mm"": 115.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 2.9229667093604803, ""outlet_face"": ""back"", ""parallel_paths"": 1, ""port_diameter_mm"": 2.9819625030346417, ""turns"": 2, ""width_mm"": 310.0}, ""runs"": [{""ambient_temperature_c"": 37.093298165127635, ""c_rate"": 0.5492317876373346, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1065.075930017479, ""dynamic_viscosity_pa_s"": 0.0037268345612951, ""specific_heat_j_kgk"": 3310.5840314819056, ""thermal_conductivity_w_mk"": 0.388976723793083}, ""external_htc_w_m2k"": 8.600886111147702, ""flow_lpm"": 0.4031097289462909, ""heat_w"": {""cells"": 5.448271325658274, ""interconnects"": 0.0925539900401477, ""total"": 5.540825315698422}, ""inlet_temperature_c"": 19.72302598689075, ""operation"": ""charge"", ""soc"": 0.9061652133241296, ""soh"": 0.7418544741347431}, {""ambient_temperature_c"": 25.69302556104958, ""c_rate"": 1.246080627941965, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1037.1958433063676, ""dynamic_viscosity_pa_s"": 0.0020388139055422, ""specific_heat_j_kgk"": 3724.290162001421, ""thermal_conductivity_w_mk"": 0.4668073113211032}, ""external_htc_w_m2k"": 6.214380187913775, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 11.20367586391105, ""interconnects"": 0.3615583703626155, ""total"": 11.565234234273666}, ""inlet_temperature_c"": 22.061624126508832, ""operation"": ""charge"", ""soc"": 0.3300407517701387, ""soh"": 0.7929106960073113}, {""ambient_temperature_c"": 31.542856888845563, ""c_rate"": 1.600378629899222, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 995.953311859116, ""dynamic_viscosity_pa_s"": 0.0008148637182429, ""specific_heat_j_kgk"": 4180.0406789377475, ""thermal_conductivity_w_mk"": 0.6128316360275957}, ""external_htc_w_m2k"": 3.585049530491233, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 23.814295621977408, ""interconnects"": 0.8036752963097057, ""total"": 24.617970918287114}, ""inlet_temperature_c"": 28.978923030596647, ""operation"": ""discharge"", ""soc"": 0.4694011997431516, ""soh"": 0.9562516848556696}]}",,"{""dP_kPa"": {""X"": 3.767512684088928}, ""limits_C"": {""X"": 18.5}, ""peak_C"": {""X"": 19.715356445312523}, ""pressure"": {""X"": ""fail""}, ""pressure_limits_kPa"": {""X"": 3.04}, ""rise_K"": {""X"": 9.398136847093724}, ""temperature"": {""X"": ""fail""}}","{""params"": {}, ""scorer"": ""duty_signoff""}","{""duty_modes"": [""chilled_high_load_tail""], ""duty_regimes"": [""load_dominated""], ""interstitial"": ""potting"", ""pressure_signoff"": ""fail"", ""quick_right"": false, ""reference_right"": true, ""shown_runs"": 3, ""signoff"": ""fail"", ""training_format"": ""signoff_1d3r""}","{""answer_case_names"": [""case13286""], ""case_names"": [""case13288"", ""case13285"", ""case13287"", ""case13286""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case13286""], ""geometry_ids"": [""geom_a778cab28cbbfa57"", ""geom_a778cab28cbbfa57"", ""geom_a778cab28cbbfa57"", ""geom_a778cab28cbbfa57""], ""run_cases"": [""case13288"", ""case13285"", ""case13287""], ""solve_signatures"": 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ejb-training-0.1-train_val-signoff-00123-656fb7,duty_signoff,single_turn,train_val,independent_test,,"You are signing off a battery cold plate at one new duty from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 24 x 4680 large-format cylindrical cell (25.0 Ah, layered oxide engineering prior, 46.0 mm diameter x 80.0 mm tall) in staggered rows of 4 rows x 6 columns, 2.9 mm cell spacing; a 0.77 mm thermal-interface pad under each cell; open air between cells (natural convection and radiation to ambient). Cold plate: Aluminium headerless serpentine plate, 344 x 221 x 12.8 mm; 1 serpentine circuit(s) with 4 turns each, ports connected directly to the channels; channel diameter 7.98 mm, flow along the plate length (x); ports 7.98 mm on the left (inlet) and right (outlet) faces; minimum wall 1.6 mm. Completed runs 1: Coolant water at 11.9 °C inlet, 0.200 L/min (density 999.5 kg/m³, cp 4192 J/kgK, viscosity 1.24 mPa·s). Ambient 10.5 °C, external heat-transfer coefficient 3.4 W/m²K on exposed surfaces. Load: charge at 0.315C, SOC 88%, state of health 73%; total heat generation 14.5 W (14.0 W in cells, 0.510 W in terminals/interconnects, applied uniformly). Result: peak cell rise 1.76 K; cell spread 1.35 K; coolant rise 0.662 K; pressure drop 0.0917 kPa 2: Coolant 30 wt% ethylene glycol / water at 11.8 °C inlet, 3.95 L/min (density 1041 kg/m³, cp 3694 J/kgK, viscosity 2.80 mPa·s). Ambient 20.8 °C, external heat-transfer coefficient 6.5 W/m²K on exposed surfaces. Load: charge at 0.613C, SOC 58%, state of health 95%; total heat generation 18.5 W (17.3 W in cells, 1.22 W in terminals/interconnects, applied uniformly). Result: peak cell rise 4.10 K; cell spread 3.68 K; coolant rise 0.153 K; pressure drop 11.5 kPa 3: Coolant 30 wt% ethylene glycol / water at 10.3 °C inlet, 1.02 L/min (density 1042 kg/m³, cp 3690 J/kgK, viscosity 2.95 mPa·s). Ambient 29.5 °C, external heat-transfer coefficient 10 W/m²K on exposed surfaces. Load: discharge at 2.82C, SOC 47%, state of health 88%; total heat generation 265 W (260 W in cells, 4.63 W in terminals/interconnects, applied uniformly). Result: peak cell rise 27.6 K; cell spread 19.9 K; coolant rise 4.26 K; pressure drop 1.32 kPa Duties Duty X (peak cell limit 38.0 °C, pressure drop limit 0.367 kPa): Coolant 50 wt% ethylene glycol / water at 29.8 °C inlet, 0.431 L/min (density 1059 kg/m³, cp 3363 J/kgK, viscosity 2.74 mPa·s). Ambient 43.2 °C, external heat-transfer coefficient 10 W/m²K on exposed surfaces. Load: discharge at 0.456C, SOC 13%, state of health 80%; total heat generation 44.1 W (43.9 W in cells, 0.164 W in terminals/interconnects, applied uniformly). For each duty, say whether peak cell temperature stays at or below its limit and whether pressure drop stays at or below its limit. Scoring: The score is 1 only if every temperature and pressure verdict is correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""pressure"": ""object mapping \""X\"" to \""pass\"" or \""fail\"""", ""temperature"": ""object mapping \""X\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 43.227618131786585, ""c_rate"": 0.4560508211726188, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1059.490892990255, ""dynamic_viscosity_pa_s"": 0.0027423668726392, ""specific_heat_j_kgk"": 3362.649993918122, ""thermal_conductivity_w_mk"": 0.3952373910985386}, ""external_htc_w_m2k"": 10.325461199507115, ""flow_lpm"": 0.4310328482309265, ""heat_w"": {""cells"": 43.92843244056219, ""interconnects"": 0.1635139081096198, ""total"": 44.09194634867181}, ""inlet_temperature_c"": 29.82132344234549, ""operation"": ""discharge"", ""soc"": 0.1348834929987788, ""soh"": 0.8028937748633325}], ""pack"": {""arrangement"": ""staggered_rows"", ""capacity_ah"": 25.0, ""cell_count"": 24, ""cell_dimensions_mm"": {""diameter"": 46.0, ""height"": 80.0}, ""cell_family"": ""tesla_4680"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 2.935798841714859, ""chemistry"": ""layered oxide engineering prior"", ""columns"": 6, ""interstitial"": ""air"", ""plate_coverage"": 0.8415987219018775, ""rows"": 4, ""tim_thickness_mm"": 0.7706918164156377}, ""plate"": {""channel_diameter_mm"": 7.979120759658898, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 12.75, ""inlet_face"": ""left"", ""layout"": ""headerless_serpentine"", ""length_mm"": 344.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.5612337291240692, ""outlet_face"": ""right"", ""parallel_paths"": 1, ""port_diameter_mm"": 7.979120759658898, ""turns"": 4, ""width_mm"": 221.0}, ""runs"": [{""ambient_temperature_c"": 10.506039969623089, ""c_rate"": 0.3146785959696391, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.5072627185116, ""dynamic_viscosity_pa_s"": 0.0012361361637181, ""specific_heat_j_kgk"": 4192.240239795386, ""thermal_conductivity_w_mk"": 0.5827699285962955}, ""external_htc_w_m2k"": 3.35473008826375, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 13.992401038496531, ""interconnects"": 0.5104613381493067, ""total"": 14.502862376645838}, ""inlet_temperature_c"": 11.939114060573369, ""operation"": ""charge"", ""soc"": 0.8827811374794692, ""soh"": 0.7279972824268043}, {""ambient_temperature_c"": 20.844478299841285, ""c_rate"": 0.61269708889408, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1041.1675360511815, ""dynamic_viscosity_pa_s"": 0.0028041791582889, ""specific_heat_j_kgk"": 3694.009147261185, ""thermal_conductivity_w_mk"": 0.4572418716917318}, ""external_htc_w_m2k"": 6.524070672690868, ""flow_lpm"": 3.949334758227296, ""heat_w"": {""cells"": 17.26065199485322, ""interconnects"": 1.2192428342252293, ""total"": 18.47989482907845}, ""inlet_temperature_c"": 11.831044411475354, ""operation"": ""charge"", ""soc"": 0.5781026207841933, ""soh"": 0.9520350391045213}, {""ambient_temperature_c"": 29.461423996835947, ""c_rate"": 2.8238414467801247, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1041.6949121368923, ""dynamic_viscosity_pa_s"": 0.0029487561001827, ""specific_heat_j_kgk"": 3689.5287042067016, ""thermal_conductivity_w_mk"": 0.4558287309654197}, ""external_htc_w_m2k"": 10.23683007247746, ""flow_lpm"": 1.0164293901035166, ""heat_w"": {""cells"": 259.9352966443944, ""interconnects"": 4.628988439114125, ""total"": 264.56428508350854}, ""inlet_temperature_c"": 10.338598084259925, ""operation"": ""discharge"", ""soc"": 0.4677059658337384, ""soh"": 0.877211788855493}]}",,"{""dP_kPa"": {""X"": 0.4417251018598181}, ""limits_C"": {""X"": 38.0}, ""peak_C"": {""X"": 39.44951782226565}, ""pressure"": {""X"": ""fail""}, ""pressure_limits_kPa"": {""X"": 0.367}, ""rise_K"": {""X"": 9.62819437992016}, ""temperature"": {""X"": ""fail""}}","{""params"": {}, ""scorer"": ""duty_signoff""}","{""duty_modes"": [""thermal_stress_tail""], ""duty_regimes"": [""mixed""], ""interstitial"": ""air"", ""pressure_signoff"": ""fail"", ""quick_right"": false, ""reference_right"": true, ""shown_runs"": 3, ""signoff"": ""fail"", ""training_format"": ""signoff_1d3r""}","{""answer_case_names"": [""case13479""], ""case_names"": [""case13477"", ""case13480"", ""case13478"", ""case13479""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case13479""], ""geometry_ids"": [""geom_be7a33a0b7fcd444"", ""geom_be7a33a0b7fcd444"", ""geom_be7a33a0b7fcd444"", ""geom_be7a33a0b7fcd444""], ""run_cases"": [""case13477"", ""case13480"", ""case13478""], ""solve_signatures"": 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ejb-training-0.1-train_val-signoff-00126-815150,duty_signoff,single_turn,train_val,independent_test,,"You are signing off a battery cold plate at one new duty from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 48 x 4680 large-format cylindrical cell (25.0 Ah, layered oxide engineering prior, 46.0 mm diameter x 80.0 mm tall) in staggered rows of 8 rows x 6 columns, 5.4 mm cell spacing; a 1.1 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headerless serpentine plate, 361 x 437 x 9.50 mm; 1 serpentine circuit(s) with 1 turns each, ports connected directly to the channels; channel diameter 3.65 mm, flow along the plate length (x); ports 3.65 mm on the left (inlet) and right (outlet) faces; minimum wall 1.9 mm. Completed runs 1: Coolant water at 18.2 °C inlet, 0.200 L/min (density 998.6 kg/m³, cp 4185 J/kgK, viscosity 1.05 mPa·s). Ambient 28.7 °C, external heat-transfer coefficient 6.7 W/m²K on exposed surfaces. Load: charge at 0.403C, SOC 41%, state of health 94%; total heat generation 8.32 W (8.09 W in cells, 0.223 W in terminals/interconnects, applied uniformly). Result: peak cell rise 7.08 K; cell spread 4.78 K; coolant rise 2.93 K; pressure drop 1.46 kPa 2: Coolant water at 27.2 °C inlet, 0.381 L/min (density 996.5 kg/m³, cp 4181 J/kgK, viscosity 0.848 mPa·s). Ambient 44.7 °C, external heat-transfer coefficient 4.3 W/m²K on exposed surfaces. Load: charge at 0.865C, SOC 17%, state of health 78%; total heat generation 39.7 W (34.7 W in cells, 4.98 W in terminals/interconnects, applied uniformly). Result: peak cell rise 10.6 K; cell spread 7.58 K; coolant rise 3.48 K; pressure drop 3.46 kPa 3: Coolant water at 13.1 °C inlet, 0.200 L/min (density 999.4 kg/m³, cp 4191 J/kgK, viscosity 1.20 mPa·s). Ambient 13.5 °C, external heat-transfer coefficient 4.0 W/m²K on exposed surfaces. Load: discharge at 0.287C, SOC 46%, state of health 84%; total heat generation 34.0 W (33.2 W in cells, 0.729 W in terminals/interconnects, applied uniformly). Result: peak cell rise 3.95 K; cell spread 2.59 K; coolant rise 1.78 K; pressure drop 1.61 kPa Duties Duty X (peak cell limit 18.0 °C, pressure drop limit 2.36 kPa): Coolant 30 wt% ethylene glycol / water at 14.1 °C inlet, 0.200 L/min (density 1040 kg/m³, cp 3701 J/kgK, viscosity 2.61 mPa·s). Ambient 18.6 °C, external heat-transfer coefficient 7.9 W/m²K on exposed surfaces. Load: discharge at 0.212C, SOC 86%, state of health 91%; total heat generation 4.40 W (4.05 W in cells, 0.350 W in terminals/interconnects, applied uniformly). For each duty, say whether peak cell temperature stays at or below its limit and whether pressure drop stays at or below its limit. Scoring: The score is 1 only if every temperature and pressure verdict is correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""pressure"": ""object mapping \""X\"" to \""pass\"" or \""fail\"""", ""temperature"": ""object mapping \""X\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 18.602983243763447, ""c_rate"": 0.212039622664143, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1040.3552597509763, ""dynamic_viscosity_pa_s"": 0.0026062106560414, ""specific_heat_j_kgk"": 3700.6690578784182, ""thermal_conductivity_w_mk"": 0.4593433236640715}, ""external_htc_w_m2k"": 7.884881512261927, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 4.054447857296419, ""interconnects"": 0.3497710354199307, ""total"": 4.40421889271635}, ""inlet_temperature_c"": 14.0591112524271, ""operation"": ""discharge"", ""soc"": 0.8627495552413165, ""soh"": 0.9082025744020938}], ""pack"": {""arrangement"": ""staggered_rows"", ""capacity_ah"": 25.0, ""cell_count"": 48, ""cell_dimensions_mm"": {""diameter"": 46.0, ""height"": 80.0}, ""cell_family"": ""tesla_4680"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 5.3590135216712955, ""chemistry"": ""layered oxide engineering prior"", ""columns"": 6, ""interstitial"": ""potting"", ""plate_coverage"": 0.8897323485959623, ""rows"": 8, ""tim_thickness_mm"": 1.0845801167190074}, ""plate"": {""channel_diameter_mm"": 3.649479421783031, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 9.5, ""inlet_face"": ""left"", ""layout"": ""headerless_serpentine"", ""length_mm"": 361.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.9038347993046043, ""outlet_face"": ""right"", ""parallel_paths"": 1, ""port_diameter_mm"": 3.649479421783031, ""turns"": 1, ""width_mm"": 437.0}, ""runs"": [{""ambient_temperature_c"": 28.746006777510047, ""c_rate"": 0.4032083034472437, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.5550408267871, ""dynamic_viscosity_pa_s"": 0.0010464799472671, ""specific_heat_j_kgk"": 4185.390020529508, ""thermal_conductivity_w_mk"": 0.5948449957064432}, ""external_htc_w_m2k"": 6.666605715639889, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 8.092437906092812, ""interconnects"": 0.2230545872771832, ""total"": 8.315492493369995}, ""inlet_temperature_c"": 18.23414351791143, ""operation"": ""charge"", ""soc"": 0.4075005532242357, ""soh"": 0.9413164468482136}, {""ambient_temperature_c"": 44.66730664484203, ""c_rate"": 0.8647764554072856, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 996.4679550468494, ""dynamic_viscosity_pa_s"": 0.000847650078236, ""specific_heat_j_kgk"": 4180.5331243414075, ""thermal_conductivity_w_mk"": 0.6100125216007503}, ""external_htc_w_m2k"": 4.2957323314622045, ""flow_lpm"": 0.3813521430130485, ""heat_w"": {""cells"": 34.71691894936182, ""interconnects"": 4.9765602589628415, ""total"": 39.69347920832466}, ""inlet_temperature_c"": 27.17316061313406, ""operation"": ""charge"", ""soc"": 0.1716784338466823, ""soh"": 0.7832918468862772}, {""ambient_temperature_c"": 13.481121147051454, ""c_rate"": 0.2872219792012554, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.3623119308965, ""dynamic_viscosity_pa_s"": 0.0011959069884161, ""specific_heat_j_kgk"": 4190.645640858672, ""thermal_conductivity_w_mk"": 0.585173147125678}, ""external_htc_w_m2k"": 4.0277953036129475, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 33.231856344740926, ""interconnects"": 0.7287561043380903, ""total"": 33.960612449079015}, ""inlet_temperature_c"": 13.13930560249985, ""operation"": ""discharge"", ""soc"": 0.4594137642066925, ""soh"": 0.8351663587614894}]}",,"{""dP_kPa"": {""X"": 2.877247058116889}, ""limits_C"": {""X"": 18.0}, ""peak_C"": {""X"": 17.367517089843773}, ""pressure"": {""X"": ""fail""}, ""pressure_limits_kPa"": {""X"": 2.36}, ""rise_K"": {""X"": 3.3084058374166716}, ""temperature"": {""X"": ""pass""}}","{""params"": {}, ""scorer"": ""duty_signoff""}","{""duty_modes"": [""chilled_high_load_tail""], ""duty_regimes"": [""ambient_heated""], ""interstitial"": ""potting"", ""pressure_signoff"": ""fail"", ""quick_right"": false, ""reference_right"": true, ""shown_runs"": 3, ""signoff"": ""pass"", ""training_format"": ""signoff_1d3r""}","{""answer_case_names"": [""case13398""], ""case_names"": [""case13397"", ""case13399"", ""case13400"", ""case13398""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case13398""], ""geometry_ids"": [""geom_2971cd29a52a4162"", ""geom_2971cd29a52a4162"", ""geom_2971cd29a52a4162"", ""geom_2971cd29a52a4162""], ""run_cases"": [""case13397"", ""case13399"", ""case13400""], ""solve_signatures"": 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ejb-training-0.1-train_val-signoff-00131-823aea,duty_signoff,single_turn,train_val,independent_test,,"You are signing off a battery cold plate at one new duty from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 45 x 21700 cylindrical cell (Molicel P42A class) (4.20 Ah, INR layered oxide, 21.7 mm diameter x 70.2 mm tall) in a rectangular grid of 9 rows x 5 columns, 2.6 mm cell spacing; a 0.77 mm thermal-interface pad under each cell; open air between cells (natural convection and radiation to ambient). Cold plate: Aluminium headered serpentine plate, 144 x 242 x 7.25 mm; 2 serpentine circuit(s) with 6 turns each, fed from headers; channel diameter 2.31 mm, flow along the plate length (x); ports 2.31 mm on the left (inlet) and right (outlet) faces; minimum wall 1.6 mm. Completed runs 1: Coolant water at 29.4 °C inlet, 0.300 L/min (density 995.8 kg/m³, cp 4180 J/kgK, viscosity 0.808 mPa·s). Ambient 34.3 °C, external heat-transfer coefficient 3.5 W/m²K on exposed surfaces. Load: discharge at 0.412C, SOC 49%, state of health 82%; total heat generation 5.77 W (5.63 W in cells, 0.139 W in terminals/interconnects, applied uniformly). Result: peak cell rise 2.66 K; cell spread 2.17 K; coolant rise 0.503 K; pressure drop 5.54 kPa 2: Coolant water at 21.3 °C inlet, 0.100 L/min (density 997.9 kg/m³, cp 4183 J/kgK, viscosity 0.970 mPa·s). Ambient 31.2 °C, external heat-transfer coefficient 5.2 W/m²K on exposed surfaces. Load: charge at 0.904C, SOC 25%, state of health 79%; total heat generation 15.1 W (14.6 W in cells, 0.479 W in terminals/interconnects, applied uniformly). Result: peak cell rise 7.24 K; cell spread 4.88 K; coolant rise 3.25 K; pressure drop 1.42 kPa 3: Coolant 30 wt% ethylene glycol / water at 17.8 °C inlet, 0.100 L/min (density 1039 kg/m³, cp 3712 J/kgK, viscosity 2.32 mPa·s). Ambient 23.3 °C, external heat-transfer coefficient 6.0 W/m²K on exposed surfaces. Load: charge at 0.420C, SOC 38%, state of health 89%; total heat generation 3.43 W (3.35 W in cells, 0.0803 W in terminals/interconnects, applied uniformly). Result: peak cell rise 3.21 K; cell spread 2.18 K; coolant rise 1.31 K; pressure drop 2.80 kPa Duties Duty X (peak cell limit 22.5 °C, pressure drop limit 5.51 kPa): Coolant 30 wt% ethylene glycol / water at 9.5 °C inlet, 0.172 L/min (density 1042 kg/m³, cp 3687 J/kgK, viscosity 3.04 mPa·s). Ambient 26.6 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 1.36C, SOC 82%, state of health 71%; total heat generation 46.6 W (44.5 W in cells, 2.11 W in terminals/interconnects, applied uniformly). For each duty, say whether peak cell temperature stays at or below its limit and whether pressure drop stays at or below its limit. Scoring: The score is 1 only if every temperature and pressure verdict is correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""pressure"": ""object mapping \""X\"" to \""pass\"" or \""fail\"""", ""temperature"": ""object mapping \""X\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 26.62396928295493, ""c_rate"": 1.3568085501983735, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1041.994664446014, ""dynamic_viscosity_pa_s"": 0.0030374173281681, ""specific_heat_j_kgk"": 3686.922495339369, ""thermal_conductivity_w_mk"": 0.4550069333889558}, ""external_htc_w_m2k"": 10.646335353143511, ""flow_lpm"": 0.171883747308688, ""heat_w"": {""cells"": 44.53040602204563, ""interconnects"": 2.10728857892069, ""total"": 46.63769460096632}, ""inlet_temperature_c"": 9.472792780007625, ""operation"": ""discharge"", ""soc"": 0.8184751780703663, ""soh"": 0.7063218425959348}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 4.2, ""cell_count"": 45, ""cell_dimensions_mm"": {""diameter"": 21.7, ""height"": 70.2}, ""cell_family"": ""molicel_21700"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 2.6495806843042375, ""chemistry"": ""INR layered oxide"", ""columns"": 5, ""interstitial"": ""air"", ""plate_coverage"": 0.7955374984812221, ""rows"": 9, ""tim_thickness_mm"": 0.7683745180256665}, ""plate"": {""channel_diameter_mm"": 2.3140951935057985, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 7.25, ""inlet_face"": ""left"", ""layout"": ""serpentine"", ""length_mm"": 144.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.6120257340371609, ""outlet_face"": ""right"", ""parallel_paths"": 2, ""port_diameter_mm"": 2.3140951935057985, ""turns"": 6, ""width_mm"": 242.0}, ""runs"": [{""ambient_temperature_c"": 34.2521289549768, ""c_rate"": 0.4120704401920342, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 995.8407722768508, ""dynamic_viscosity_pa_s"": 0.0008081941648673, ""specific_heat_j_kgk"": 4179.953382680103, ""thermal_conductivity_w_mk"": 0.6134179254621956}, ""external_htc_w_m2k"": 3.471271952614188, ""flow_lpm"": 0.3003615244514417, ""heat_w"": {""cells"": 5.634002559736814, ""interconnects"": 0.1391426981780207, ""total"": 5.773145257914835}, ""inlet_temperature_c"": 29.360703124253384, ""operation"": ""discharge"", ""soc"": 0.4925804079975933, ""soh"": 0.8196894377470016}, {""ambient_temperature_c"": 31.23325578868389, ""c_rate"": 0.9040101697435662, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 997.9271321508436, ""dynamic_viscosity_pa_s"": 0.0009702013109039, ""specific_heat_j_kgk"": 4183.190830085122, ""thermal_conductivity_w_mk"": 0.6003099589333529}, ""external_htc_w_m2k"": 5.211015393957496, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 14.595999824766782, ""interconnects"": 0.4789830847609448, ""total"": 15.074982909527726}, ""inlet_temperature_c"": 21.312843239643595, ""operation"": ""charge"", ""soc"": 0.2473253304138779, ""soh"": 0.7943385663442313}, {""ambient_temperature_c"": 23.261582776904103, ""c_rate"": 0.4197502466052296, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1038.935705244852, ""dynamic_viscosity_pa_s"": 0.0023178392984743, ""specific_heat_j_kgk"": 3711.690391383236, ""thermal_conductivity_w_mk"": 0.4628236703320591}, ""external_htc_w_m2k"": 6.042677337303758, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 3.3459794315598774, ""interconnects"": 0.0803389652079414, ""total"": 3.426318396767819}, ""inlet_temperature_c"": 17.772819604724646, ""operation"": ""charge"", ""soc"": 0.3814802714623511, ""soh"": 0.8864365572109818}]}",,"{""dP_kPa"": {""X"": 6.673229783379255}, ""limits_C"": {""X"": 22.5}, ""peak_C"": {""X"": 24.006860351562523}, ""pressure"": {""X"": ""fail""}, ""pressure_limits_kPa"": {""X"": 5.51}, ""rise_K"": {""X"": 14.534067571554885}, ""temperature"": {""X"": ""fail""}}","{""params"": {}, ""scorer"": ""duty_signoff""}","{""duty_modes"": [""chilled_high_load_tail""], ""duty_regimes"": [""mixed""], ""interstitial"": ""air"", ""pressure_signoff"": ""fail"", ""quick_right"": false, ""reference_right"": true, ""shown_runs"": 3, ""signoff"": ""fail"", ""training_format"": ""signoff_1d3r""}","{""answer_case_names"": [""case12922""], ""case_names"": [""case12924"", ""case12923"", ""case12921"", ""case12922""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case12922""], ""geometry_ids"": [""geom_941b0c1c0dbd6523"", ""geom_941b0c1c0dbd6523"", ""geom_941b0c1c0dbd6523"", ""geom_941b0c1c0dbd6523""], ""run_cases"": [""case12924"", ""case12923"", ""case12921""], ""solve_signatures"": 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ejb-training-0.1-train_val-campaign-00135-ca4b62,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The four planned test points are listed below. Five result sheets came back from the rig, but their labels were lost and some entries are illegible. Four belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 40 x EVE LF280K-class prismatic cell (280 Ah, LFP/graphite, 71.7 x 174 x 207 mm) in a rectangular grid of 4 rows x 10 columns, 1.4 mm cell spacing; a 1.5 mm thermal-interface pad under each cell; open air between cells (natural convection and radiation to ambient). Cold plate: Aluminium centre-fed parallel-channel plate, 755 x 725 x 34.2 mm; 28 parallel round channels fed by a bifurcating centre manifold; channel diameter 7.00 mm, flow across the plate width (y); ports 28.0 mm on the front (inlet) and back (outlet) faces; minimum wall 2.0 mm. Planned test points 1: Coolant 30 wt% ethylene glycol / water at 24.9 °C inlet, 1.79 L/min (density 1036 kg/m³, cp 3733 J/kgK, viscosity 1.88 mPa·s). Ambient 35.5 °C, external heat-transfer coefficient 10 W/m²K on exposed surfaces. Load: charge at 0.447C, SOC 17%, state of health 87%; total heat generation 263 W (234 W in cells, 29.5 W in terminals/interconnects, applied uniformly). 2: Coolant 30 wt% ethylene glycol / water at 32.2 °C inlet, 0.858 L/min (density 1033 kg/m³, cp 3753 J/kgK, viscosity 1.55 mPa·s). Ambient 43.2 °C, external heat-transfer coefficient 4.6 W/m²K on exposed surfaces. Load: charge at 0.588C, SOC 64%, state of health 85%; total heat generation 282 W (272 W in cells, 10.0 W in terminals/interconnects, applied uniformly). 3: Coolant 50 wt% ethylene glycol / water at 12.3 °C inlet, 0.617 L/min (density 1069 kg/m³, cp 3271 J/kgK, viscosity 4.82 mPa·s). Ambient 16.7 °C, external heat-transfer coefficient 3.7 W/m²K on exposed surfaces. Load: discharge at 0.207C, SOC 87%, state of health 81%; total heat generation 130 W (124 W in cells, 6.16 W in terminals/interconnects, applied uniformly). 4: Coolant water at 12.3 °C inlet, 0.507 L/min (density 999.5 kg/m³, cp 4192 J/kgK, viscosity 1.22 mPa·s). Ambient 28.2 °C, external heat-transfer coefficient 9.6 W/m²K on exposed surfaces. Load: charge at 0.322C, SOC 51%, state of health 74%; total heat generation 168 W (163 W in cells, 4.57 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 15.0 K; cell spread 11.4 K; coolant rise 8.16 K; pressure drop 0.00433 kPa B peak cell rise 12.1 K; cell spread 10.1 K; coolant rise illegible; pressure drop 0.0273 kPa C peak cell rise 13.3 K; cell spread 10.4 K; coolant rise 5.61 K; pressure drop illegible D peak cell rise 5.86 K; cell spread 4.19 K; coolant rise illegible; pressure drop 0.0172 kPa E peak cell rise 6.40 K; cell spread 4.49 K; coolant rise 3.41 K; pressure drop illegible Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 28.0 °C): Coolant 50 wt% ethylene glycol / water at 8.4 °C inlet, 0.968 L/min (density 1071 kg/m³, cp 3249 J/kgK, viscosity 5.60 mPa·s). Ambient 27.8 °C, external heat-transfer coefficient 5.5 W/m²K on exposed surfaces. Load: charge at 0.366C, SOC 78%, state of health 94%; total heat generation 150 W (147 W in cells, 3.26 W in terminals/interconnects, applied uniformly). Duty Y (limit 23.5 °C): Coolant water at 8.6 °C inlet, 10.9 L/min (density 999.8 kg/m³, cp 4198 J/kgK, viscosity 1.36 mPa·s). Ambient 10.2 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 0.268C, SOC 39%, state of health 90%; total heat generation 565 W (551 W in cells, 14.2 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""4\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 27.80334049835801, ""c_rate"": 0.3657421716495225, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1070.805098618398, ""dynamic_viscosity_pa_s"": 0.0055971939838489, ""specific_heat_j_kgk"": 3249.488668005096, ""thermal_conductivity_w_mk"": 0.3819582426123313}, ""external_htc_w_m2k"": 5.521255016326904, ""flow_lpm"": 0.9682591992582056, ""heat_w"": {""cells"": 147.19225225939633, ""interconnects"": 3.2592675866300813, ""total"": 150.4515198460264}, ""inlet_temperature_c"": 8.371073515403674, ""operation"": ""charge"", ""soc"": 0.7838288873434066, ""soh"": 0.9441227594390512}, {""ambient_temperature_c"": 10.209350967779756, ""c_rate"": 0.2676759056761802, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.8136255327072, ""dynamic_viscosity_pa_s"": 0.0013610941006081, ""specific_heat_j_kgk"": 4197.593054093582, ""thermal_conductivity_w_mk"": 0.575763126854555}, ""external_htc_w_m2k"": 11.39940268266946, ""flow_lpm"": 10.939692376806978, ""heat_w"": {""cells"": 550.5986404488372, ""interconnects"": 14.168980590824583, ""total"": 564.7676210396618}, ""inlet_temperature_c"": 8.580003980532972, ""operation"": ""discharge"", ""soc"": 0.3912154353689402, ""soh"": 0.8969472070224582}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 280.0, ""cell_count"": 40, ""cell_dimensions_mm"": {""height"": 207.2, ""length"": 71.7, ""width"": 173.7}, ""cell_family"": ""eve_lf280k_v3"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 1.4038686081767082, ""chemistry"": ""LFP/graphite"", ""columns"": 10, ""interstitial"": ""air"", ""plate_coverage"": 0.9472876326899924, ""rows"": 4, ""tim_thickness_mm"": 1.4749645115807652}, ""planned_points"": [{""ambient_temperature_c"": 35.48576405271888, ""c_rate"": 0.4473564906794738, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1035.9690738740385, ""dynamic_viscosity_pa_s"": 0.0018784189057801, ""specific_heat_j_kgk"": 3732.6643572391113, ""thermal_conductivity_w_mk"": 0.4694583028771013}, ""external_htc_w_m2k"": 10.068507450632753, ""flow_lpm"": 1.7875197341756222, ""heat_w"": {""cells"": 233.8413938191406, ""interconnects"": 29.54342919687118, ""total"": 263.38482301601175}, ""inlet_temperature_c"": 24.93941528543399, ""operation"": ""charge"", ""soc"": 0.170397692779079, ""soh"": 0.8656702920794487}, {""ambient_temperature_c"": 43.230714071542025, ""c_rate"": 0.5879122001967955, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1032.6805318339773, ""dynamic_viscosity_pa_s"": 0.0015501453981097, ""specific_heat_j_kgk"": 3753.411383001758, ""thermal_conductivity_w_mk"": 0.4760399468356366}, ""external_htc_w_m2k"": 4.583457980304956, ""flow_lpm"": 0.858167817588338, ""heat_w"": {""cells"": 272.4410311245798, ""interconnects"": 10.015622630138203, ""total"": 282.456653754718}, ""inlet_temperature_c"": 32.17202256930853, ""operation"": ""charge"", ""soc"": 0.644673897512257, ""soh"": 0.8493441409431397}, {""ambient_temperature_c"": 16.737385308369994, ""c_rate"": 0.2074621921110515, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1068.8940259233125, ""dynamic_viscosity_pa_s"": 0.0048240010135036, ""specific_heat_j_kgk"": 3270.895143473587, ""thermal_conductivity_w_mk"": 0.3843798060052884}, ""external_htc_w_m2k"": 3.7462588269263506, ""flow_lpm"": 0.6165676611026536, ""heat_w"": {""cells"": 124.26462129623364, ""interconnects"": 6.156695334885998, ""total"": 130.42131663111962}, ""inlet_temperature_c"": 12.294954419562302, ""operation"": ""discharge"", ""soc"": 0.8654915387742221, ""soh"": 0.8056164843961596}, {""ambient_temperature_c"": 28.203721726313233, ""c_rate"": 0.3215986667217882, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.4599771900791, ""dynamic_viscosity_pa_s"": 0.0012222083771969, ""specific_heat_j_kgk"": 4191.6804753293745, ""thermal_conductivity_w_mk"": 0.5835932221403651}, ""external_htc_w_m2k"": 9.62361980136484, ""flow_lpm"": 0.5074644647114971, ""heat_w"": {""cells"": 163.41283983327085, ""interconnects"": 4.567964747000741, ""total"": 167.98080458027158}, ""inlet_temperature_c"": 12.34744034241885, ""operation"": ""charge"", ""soc"": 0.5143809449393302, ""soh"": 0.7404247843660414}], ""plate"": {""channel_diameter_mm"": 6.998877543634761, ""flow_direction"": ""widthwise_y"", ""height_mm"": 34.25, ""inlet_face"": ""front"", ""layout"": ""parallel"", ""length_mm"": 755.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 2.0435772128403187, ""outlet_face"": ""back"", ""parallel_paths"": 28, ""port_diameter_mm"": 27.99551017453904, ""turns"": 0, ""width_mm"": 725.0}}",,"{""limits_C"": {""X"": 28.0, ""Y"": 23.5}, ""links"": {""1"": ""B"", ""2"": ""C"", ""3"": ""E"", ""4"": ""A""}, ""misfiled"": ""D"", ""peak_C"": {""X"": 24.926660156250023, ""Y"": 21.152642822265648}, ""rise_K"": {""X"": 16.555586640846343, ""Y"": 12.572638841732669}, ""signoff"": {""X"": ""pass"", ""Y"": ""pass""}}","{""params"": {}, ""scorer"": ""campaign""}","{""duty_modes"": [""chilled_high_load_tail"", ""hydraulic_exploration""], ""duty_regimes"": [""ambient_heated"", ""load_dominated""], ""fit_clearance_scales"": [1.94, 3.95], ""interstitial"": ""air"", ""non_controller_duties"": 2, ""profile"": ""training"", ""signoff"": ""pass_pass"", ""stray_state"": ""rise"", ""training_format"": ""campaign_4p"", ""trap_duties"": 0, ""uniqueness_ratio"": 1.009}","{""answer_case_names"": [""case02753"", ""case02759"", ""case02754"", ""case02756"", ""case02758"", ""case02760"", ""case02819""], ""case_names"": [""case02753"", ""case02759"", ""case02754"", ""case02756"", ""case02758"", ""case02760"", ""case02819""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case02758"", ""case02760""], ""geometry_ids"": [""geom_401b58e995134733"", ""geom_401b58e995134733"", ""geom_401b58e995134733"", ""geom_401b58e995134733"", ""geom_401b58e995134733"", ""geom_401b58e995134733"", ""geom_6a9fc701e127ba3a""], ""point_cases"": [""case02753"", ""case02759"", ""case02754"", ""case02756""], ""solve_signatures"": [""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+cht-bounded-flow-progress-v1+cht-solid-topology-reuse-v1+cht-secondary-accuracy-recovery-v1+cht-secondary-failure-evidence-v1+cht-sibling-flow-initial-guess-v1+cht-certified-cfl-gate-v1+cht-hydraulic-envelope-explicit-v1+cht-cfl-edge-memory-v1+cht-stationary-plateau-acceptance-v1+cht-sfd-float64-v1+cht-sibling-thermal-initial-guess-v1+cht-pressure-endgame-v1+cht-buoyant-spinup-fail-fast-v1+cht-period-two-cfl-guard-v1+cht-growth-endgame-v1+cht-secondary-screening-v1+cht-secondary-screening-secant-v1+cht-period-two-regrowth-gate-v1+cht-endgame-dose-ladder-v1+cht-endgame-momentum-sfd-v1+cht-secondary-endgame-v1+cht-endgame-pseudo-time-leg-v1+cht-secondary-stall-recovery-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-clos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""stray_case"": ""case02819""}" ejb-training-0.1-train_val-campaign-00136-cfb906,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The four planned test points are listed below. Five result sheets came back from the rig, but their labels were lost and some entries are illegible. Four belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 40 x EVE LF280K-class prismatic cell (280 Ah, LFP/graphite, 71.7 x 174 x 207 mm) in a rectangular grid of 4 rows x 10 columns, 1.4 mm cell spacing; a 1.5 mm thermal-interface pad under each cell; open air between cells (natural convection and radiation to ambient). Cold plate: Aluminium centre-fed parallel-channel plate, 755 x 725 x 34.2 mm; 28 parallel round channels fed by a bifurcating centre manifold; channel diameter 7.00 mm, flow across the plate width (y); ports 28.0 mm on the front (inlet) and back (outlet) faces; minimum wall 2.0 mm. Planned test points 1: Coolant water at 12.3 °C inlet, 0.507 L/min (density 999.5 kg/m³, cp 4192 J/kgK, viscosity 1.22 mPa·s). Ambient 28.2 °C, external heat-transfer coefficient 9.6 W/m²K on exposed surfaces. Load: charge at 0.322C, SOC 51%, state of health 74%; total heat generation 168 W (163 W in cells, 4.57 W in terminals/interconnects, applied uniformly). 2: Coolant water at 8.6 °C inlet, 10.9 L/min (density 999.8 kg/m³, cp 4198 J/kgK, viscosity 1.36 mPa·s). Ambient 10.2 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 0.268C, SOC 39%, state of health 90%; total heat generation 565 W (551 W in cells, 14.2 W in terminals/interconnects, applied uniformly). 3: Coolant 50 wt% ethylene glycol / water at 12.3 °C inlet, 0.617 L/min (density 1069 kg/m³, cp 3271 J/kgK, viscosity 4.82 mPa·s). Ambient 16.7 °C, external heat-transfer coefficient 3.7 W/m²K on exposed surfaces. Load: discharge at 0.207C, SOC 87%, state of health 81%; total heat generation 130 W (124 W in cells, 6.16 W in terminals/interconnects, applied uniformly). 4: Coolant 30 wt% ethylene glycol / water at 24.9 °C inlet, 1.79 L/min (density 1036 kg/m³, cp 3733 J/kgK, viscosity 1.88 mPa·s). Ambient 35.5 °C, external heat-transfer coefficient 10 W/m²K on exposed surfaces. Load: charge at 0.447C, SOC 17%, state of health 87%; total heat generation 263 W (234 W in cells, 29.5 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 6.40 K; cell spread 4.49 K; coolant rise illegible; pressure drop 0.0187 kPa B peak cell rise 12.1 K; cell spread 10.0 K; coolant rise illegible; pressure drop 0.0323 kPa C peak cell rise 15.0 K; cell spread 11.4 K; coolant rise 8.16 K; pressure drop illegible D peak cell rise 12.6 K; cell spread 11.4 K; coolant rise 0.589 K; pressure drop illegible E peak cell rise 12.1 K; cell spread 10.1 K; coolant rise 2.88 K; pressure drop 0.0273 kPa Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 43.0 °C): Coolant 30 wt% ethylene glycol / water at 32.2 °C inlet, 0.858 L/min (density 1033 kg/m³, cp 3753 J/kgK, viscosity 1.55 mPa·s). Ambient 43.2 °C, external heat-transfer coefficient 4.6 W/m²K on exposed surfaces. Load: charge at 0.588C, SOC 64%, state of health 85%; total heat generation 282 W (272 W in cells, 10.0 W in terminals/interconnects, applied uniformly). Duty Y (limit 27.5 °C): Coolant 50 wt% ethylene glycol / water at 8.4 °C inlet, 0.968 L/min (density 1071 kg/m³, cp 3249 J/kgK, viscosity 5.60 mPa·s). Ambient 27.8 °C, external heat-transfer coefficient 5.5 W/m²K on exposed surfaces. Load: charge at 0.366C, SOC 78%, state of health 94%; total heat generation 150 W (147 W in cells, 3.26 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""4\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 43.230714071542025, ""c_rate"": 0.5879122001967955, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1032.6805318339773, ""dynamic_viscosity_pa_s"": 0.0015501453981097, ""specific_heat_j_kgk"": 3753.411383001758, ""thermal_conductivity_w_mk"": 0.4760399468356366}, ""external_htc_w_m2k"": 4.583457980304956, ""flow_lpm"": 0.858167817588338, ""heat_w"": {""cells"": 272.4410311245798, ""interconnects"": 10.015622630138203, ""total"": 282.456653754718}, ""inlet_temperature_c"": 32.17202256930853, ""operation"": ""charge"", ""soc"": 0.644673897512257, ""soh"": 0.8493441409431397}, {""ambient_temperature_c"": 27.80334049835801, ""c_rate"": 0.3657421716495225, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1070.805098618398, ""dynamic_viscosity_pa_s"": 0.0055971939838489, ""specific_heat_j_kgk"": 3249.488668005096, ""thermal_conductivity_w_mk"": 0.3819582426123313}, ""external_htc_w_m2k"": 5.521255016326904, ""flow_lpm"": 0.9682591992582056, ""heat_w"": {""cells"": 147.19225225939633, ""interconnects"": 3.2592675866300813, ""total"": 150.4515198460264}, ""inlet_temperature_c"": 8.371073515403674, ""operation"": ""charge"", ""soc"": 0.7838288873434066, ""soh"": 0.9441227594390512}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 280.0, ""cell_count"": 40, ""cell_dimensions_mm"": {""height"": 207.2, ""length"": 71.7, ""width"": 173.7}, ""cell_family"": ""eve_lf280k_v3"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 1.4038686081767082, ""chemistry"": ""LFP/graphite"", ""columns"": 10, ""interstitial"": ""air"", ""plate_coverage"": 0.9472876326899924, ""rows"": 4, ""tim_thickness_mm"": 1.4749645115807652}, ""planned_points"": [{""ambient_temperature_c"": 28.203721726313233, ""c_rate"": 0.3215986667217882, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.4599771900791, ""dynamic_viscosity_pa_s"": 0.0012222083771969, ""specific_heat_j_kgk"": 4191.6804753293745, ""thermal_conductivity_w_mk"": 0.5835932221403651}, ""external_htc_w_m2k"": 9.62361980136484, ""flow_lpm"": 0.5074644647114971, ""heat_w"": {""cells"": 163.41283983327085, ""interconnects"": 4.567964747000741, ""total"": 167.98080458027158}, ""inlet_temperature_c"": 12.34744034241885, ""operation"": ""charge"", ""soc"": 0.5143809449393302, ""soh"": 0.7404247843660414}, {""ambient_temperature_c"": 10.209350967779756, ""c_rate"": 0.2676759056761802, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.8136255327072, ""dynamic_viscosity_pa_s"": 0.0013610941006081, ""specific_heat_j_kgk"": 4197.593054093582, ""thermal_conductivity_w_mk"": 0.575763126854555}, ""external_htc_w_m2k"": 11.39940268266946, ""flow_lpm"": 10.939692376806978, ""heat_w"": {""cells"": 550.5986404488372, ""interconnects"": 14.168980590824583, ""total"": 564.7676210396618}, ""inlet_temperature_c"": 8.580003980532972, ""operation"": ""discharge"", ""soc"": 0.3912154353689402, ""soh"": 0.8969472070224582}, {""ambient_temperature_c"": 16.737385308369994, ""c_rate"": 0.2074621921110515, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1068.8940259233125, ""dynamic_viscosity_pa_s"": 0.0048240010135036, ""specific_heat_j_kgk"": 3270.895143473587, ""thermal_conductivity_w_mk"": 0.3843798060052884}, ""external_htc_w_m2k"": 3.7462588269263506, ""flow_lpm"": 0.6165676611026536, ""heat_w"": {""cells"": 124.26462129623364, ""interconnects"": 6.156695334885998, ""total"": 130.42131663111962}, ""inlet_temperature_c"": 12.294954419562302, ""operation"": ""discharge"", ""soc"": 0.8654915387742221, ""soh"": 0.8056164843961596}, {""ambient_temperature_c"": 35.48576405271888, ""c_rate"": 0.4473564906794738, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1035.9690738740385, ""dynamic_viscosity_pa_s"": 0.0018784189057801, ""specific_heat_j_kgk"": 3732.6643572391113, ""thermal_conductivity_w_mk"": 0.4694583028771013}, ""external_htc_w_m2k"": 10.068507450632753, ""flow_lpm"": 1.7875197341756222, ""heat_w"": {""cells"": 233.8413938191406, ""interconnects"": 29.54342919687118, ""total"": 263.38482301601175}, ""inlet_temperature_c"": 24.93941528543399, ""operation"": ""charge"", ""soc"": 0.170397692779079, ""soh"": 0.8656702920794487}], ""plate"": {""channel_diameter_mm"": 6.998877543634761, ""flow_direction"": ""widthwise_y"", ""height_mm"": 34.25, ""inlet_face"": ""front"", ""layout"": ""parallel"", ""length_mm"": 755.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 2.0435772128403187, ""outlet_face"": ""back"", ""parallel_paths"": 28, ""port_diameter_mm"": 27.99551017453904, ""turns"": 0, ""width_mm"": 725.0}}",,"{""limits_C"": {""X"": 43.0, ""Y"": 27.5}, ""links"": {""1"": ""C"", ""2"": ""D"", ""3"": ""A"", ""4"": ""E""}, ""misfiled"": ""B"", ""peak_C"": {""X"": 45.49117431640627, ""Y"": 24.926660156250023}, ""rise_K"": {""X"": 13.319151747097749, ""Y"": 16.555586640846343}, ""signoff"": {""X"": ""fail"", ""Y"": ""pass""}}","{""params"": {}, ""scorer"": ""campaign""}","{""duty_modes"": [""thermal_stress_tail"", ""chilled_high_load_tail""], ""duty_regimes"": [""load_dominated"", ""ambient_heated""], ""fit_clearance_scales"": [2.5, 2.04], ""interstitial"": ""air"", ""non_controller_duties"": 2, ""profile"": ""training"", ""signoff"": ""fail_pass"", ""stray_state"": ""rise"", ""training_format"": ""campaign_4p"", ""trap_duties"": 0, ""uniqueness_ratio"": 1.101}","{""answer_case_names"": [""case02756"", ""case02760"", ""case02754"", ""case02753"", ""case02759"", ""case02758"", ""case00697""], ""case_names"": [""case02756"", ""case02760"", ""case02754"", ""case02753"", ""case02759"", ""case02758"", ""case00697""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case02759"", ""case02758""], ""geometry_ids"": [""geom_401b58e995134733"", ""geom_401b58e995134733"", ""geom_401b58e995134733"", ""geom_401b58e995134733"", ""geom_401b58e995134733"", ""geom_401b58e995134733"", ""geom_95660ba045f75c1f""], ""point_cases"": [""case02756"", ""case02760"", ""case02754"", ""case02753""], ""solve_signatures"": [""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+cht-bounded-flow-progress-v1+cht-solid-topology-reuse-v1+cht-secondary-accuracy-recovery-v1+cht-secondary-failure-evidence-v1+cht-sibling-flow-initial-guess-v1+cht-certified-cfl-gate-v1+cht-hydraulic-envelope-explicit-v1+cht-cfl-edge-memory-v1+cht-stationary-plateau-acceptance-v1+cht-sfd-float64-v1+cht-sibling-thermal-initial-guess-v1+cht-pressure-endgame-v1+cht-buoyant-spinup-fail-fast-v1+cht-period-two-cfl-guard-v1+cht-growth-endgame-v1+cht-secondary-screening-v1+cht-secondary-screening-secant-v1+cht-period-two-regrowth-gate-v1+cht-endgame-dose-ladder-v1+cht-endgame-momentum-sfd-v1+cht-secondary-endgame-v1+cht-endgame-pseudo-time-leg-v1+cht-secondary-stall-recovery-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-clos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""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-polymesh-flow-gate+native-polymesh-bounded-pressure-recovery+native-polymesh-fixed-outlet-handoff+native-polymesh-point-velocity-trust+native-polymesh-mass-recovery-cut+native-polymesh-zero-hot-cell-speed-rail+native-polymesh-progressive-mass-recovery+native-polymesh-owner-window-cfl-recovery+flow-gate-fixed-outlet-pressure-drop+cutcell-face-normal-boundary-distance+cutcell-postclosure-owner-dose+durable-flow-restart+sealed-gap-buoyancy-gate+acm-potential-wall-ramp+acm-reference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-09-v3\""""], ""stray_case"": ""case00697""}" ejb-training-0.1-train_val-campaign-00139-ad6d2b,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The four planned test points are listed below. Five result sheets came back from the rig, but their labels were lost and some entries are illegible. Four belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 40 x EVE LF280K-class prismatic cell (280 Ah, LFP/graphite, 71.7 x 174 x 207 mm) in a rectangular grid of 4 rows x 10 columns, 1.4 mm cell spacing; a 1.5 mm thermal-interface pad under each cell; open air between cells (natural convection and radiation to ambient). Cold plate: Aluminium centre-fed parallel-channel plate, 755 x 725 x 34.2 mm; 28 parallel round channels fed by a bifurcating centre manifold; channel diameter 7.00 mm, flow across the plate width (y); ports 28.0 mm on the front (inlet) and back (outlet) faces; minimum wall 2.0 mm. Planned test points 1: Coolant 50 wt% ethylene glycol / water at 8.4 °C inlet, 0.968 L/min (density 1071 kg/m³, cp 3249 J/kgK, viscosity 5.60 mPa·s). Ambient 27.8 °C, external heat-transfer coefficient 5.5 W/m²K on exposed surfaces. Load: charge at 0.366C, SOC 78%, state of health 94%; total heat generation 150 W (147 W in cells, 3.26 W in terminals/interconnects, applied uniformly). 2: Coolant 50 wt% ethylene glycol / water at 12.3 °C inlet, 0.617 L/min (density 1069 kg/m³, cp 3271 J/kgK, viscosity 4.82 mPa·s). Ambient 16.7 °C, external heat-transfer coefficient 3.7 W/m²K on exposed surfaces. Load: discharge at 0.207C, SOC 87%, state of health 81%; total heat generation 130 W (124 W in cells, 6.16 W in terminals/interconnects, applied uniformly). 3: Coolant 30 wt% ethylene glycol / water at 24.9 °C inlet, 1.79 L/min (density 1036 kg/m³, cp 3733 J/kgK, viscosity 1.88 mPa·s). Ambient 35.5 °C, external heat-transfer coefficient 10 W/m²K on exposed surfaces. Load: charge at 0.447C, SOC 17%, state of health 87%; total heat generation 263 W (234 W in cells, 29.5 W in terminals/interconnects, applied uniformly). 4: Coolant water at 12.3 °C inlet, 0.507 L/min (density 999.5 kg/m³, cp 4192 J/kgK, viscosity 1.22 mPa·s). Ambient 28.2 °C, external heat-transfer coefficient 9.6 W/m²K on exposed surfaces. Load: charge at 0.322C, SOC 51%, state of health 74%; total heat generation 168 W (163 W in cells, 4.57 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 16.6 K; cell spread 12.9 K; coolant rise 5.77 K; pressure drop illegible B peak cell rise 6.40 K; cell spread 4.49 K; coolant rise 3.41 K; pressure drop illegible C peak cell rise 15.0 K; cell spread 11.4 K; coolant rise illegible; pressure drop 0.00433 kPa D peak cell rise 12.1 K; cell spread 10.1 K; coolant rise 2.88 K; pressure drop 0.0273 kPa E peak cell rise 20.3 K; cell spread 15.4 K; coolant rise illegible; pressure drop 0.0313 kPa Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 22.5 °C): Coolant water at 8.6 °C inlet, 10.9 L/min (density 999.8 kg/m³, cp 4198 J/kgK, viscosity 1.36 mPa·s). Ambient 10.2 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 0.268C, SOC 39%, state of health 90%; total heat generation 565 W (551 W in cells, 14.2 W in terminals/interconnects, applied uniformly). Duty Y (limit 47.0 °C): Coolant 30 wt% ethylene glycol / water at 32.2 °C inlet, 0.858 L/min (density 1033 kg/m³, cp 3753 J/kgK, viscosity 1.55 mPa·s). Ambient 43.2 °C, external heat-transfer coefficient 4.6 W/m²K on exposed surfaces. Load: charge at 0.588C, SOC 64%, state of health 85%; total heat generation 282 W (272 W in cells, 10.0 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""4\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 10.209350967779756, ""c_rate"": 0.2676759056761802, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.8136255327072, ""dynamic_viscosity_pa_s"": 0.0013610941006081, ""specific_heat_j_kgk"": 4197.593054093582, ""thermal_conductivity_w_mk"": 0.575763126854555}, ""external_htc_w_m2k"": 11.39940268266946, ""flow_lpm"": 10.939692376806978, ""heat_w"": {""cells"": 550.5986404488372, ""interconnects"": 14.168980590824583, ""total"": 564.7676210396618}, ""inlet_temperature_c"": 8.580003980532972, ""operation"": ""discharge"", ""soc"": 0.3912154353689402, ""soh"": 0.8969472070224582}, {""ambient_temperature_c"": 43.230714071542025, ""c_rate"": 0.5879122001967955, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1032.6805318339773, ""dynamic_viscosity_pa_s"": 0.0015501453981097, ""specific_heat_j_kgk"": 3753.411383001758, ""thermal_conductivity_w_mk"": 0.4760399468356366}, ""external_htc_w_m2k"": 4.583457980304956, ""flow_lpm"": 0.858167817588338, ""heat_w"": {""cells"": 272.4410311245798, ""interconnects"": 10.015622630138203, ""total"": 282.456653754718}, ""inlet_temperature_c"": 32.17202256930853, ""operation"": ""charge"", ""soc"": 0.644673897512257, ""soh"": 0.8493441409431397}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 280.0, ""cell_count"": 40, ""cell_dimensions_mm"": {""height"": 207.2, ""length"": 71.7, ""width"": 173.7}, ""cell_family"": ""eve_lf280k_v3"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 1.4038686081767082, ""chemistry"": ""LFP/graphite"", ""columns"": 10, ""interstitial"": ""air"", ""plate_coverage"": 0.9472876326899924, ""rows"": 4, ""tim_thickness_mm"": 1.4749645115807652}, ""planned_points"": [{""ambient_temperature_c"": 27.80334049835801, ""c_rate"": 0.3657421716495225, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1070.805098618398, ""dynamic_viscosity_pa_s"": 0.0055971939838489, ""specific_heat_j_kgk"": 3249.488668005096, ""thermal_conductivity_w_mk"": 0.3819582426123313}, ""external_htc_w_m2k"": 5.521255016326904, ""flow_lpm"": 0.9682591992582056, ""heat_w"": {""cells"": 147.19225225939633, ""interconnects"": 3.2592675866300813, ""total"": 150.4515198460264}, ""inlet_temperature_c"": 8.371073515403674, ""operation"": ""charge"", ""soc"": 0.7838288873434066, ""soh"": 0.9441227594390512}, {""ambient_temperature_c"": 16.737385308369994, ""c_rate"": 0.2074621921110515, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1068.8940259233125, ""dynamic_viscosity_pa_s"": 0.0048240010135036, ""specific_heat_j_kgk"": 3270.895143473587, ""thermal_conductivity_w_mk"": 0.3843798060052884}, ""external_htc_w_m2k"": 3.7462588269263506, ""flow_lpm"": 0.6165676611026536, ""heat_w"": {""cells"": 124.26462129623364, ""interconnects"": 6.156695334885998, ""total"": 130.42131663111962}, ""inlet_temperature_c"": 12.294954419562302, ""operation"": ""discharge"", ""soc"": 0.8654915387742221, ""soh"": 0.8056164843961596}, {""ambient_temperature_c"": 35.48576405271888, ""c_rate"": 0.4473564906794738, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1035.9690738740385, ""dynamic_viscosity_pa_s"": 0.0018784189057801, ""specific_heat_j_kgk"": 3732.6643572391113, ""thermal_conductivity_w_mk"": 0.4694583028771013}, ""external_htc_w_m2k"": 10.068507450632753, ""flow_lpm"": 1.7875197341756222, ""heat_w"": {""cells"": 233.8413938191406, ""interconnects"": 29.54342919687118, ""total"": 263.38482301601175}, ""inlet_temperature_c"": 24.93941528543399, ""operation"": ""charge"", ""soc"": 0.170397692779079, ""soh"": 0.8656702920794487}, {""ambient_temperature_c"": 28.203721726313233, ""c_rate"": 0.3215986667217882, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.4599771900791, ""dynamic_viscosity_pa_s"": 0.0012222083771969, ""specific_heat_j_kgk"": 4191.6804753293745, ""thermal_conductivity_w_mk"": 0.5835932221403651}, ""external_htc_w_m2k"": 9.62361980136484, ""flow_lpm"": 0.5074644647114971, ""heat_w"": {""cells"": 163.41283983327085, ""interconnects"": 4.567964747000741, ""total"": 167.98080458027158}, ""inlet_temperature_c"": 12.34744034241885, ""operation"": ""charge"", ""soc"": 0.5143809449393302, ""soh"": 0.7404247843660414}], ""plate"": {""channel_diameter_mm"": 6.998877543634761, ""flow_direction"": ""widthwise_y"", ""height_mm"": 34.25, ""inlet_face"": ""front"", ""layout"": ""parallel"", ""length_mm"": 755.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 2.0435772128403187, ""outlet_face"": ""back"", ""parallel_paths"": 28, ""port_diameter_mm"": 27.99551017453904, ""turns"": 0, ""width_mm"": 725.0}}",,"{""limits_C"": {""X"": 22.5, ""Y"": 47.0}, ""links"": {""1"": ""A"", ""2"": ""B"", ""3"": ""D"", ""4"": ""C""}, ""misfiled"": ""E"", ""peak_C"": {""X"": 21.152642822265648, ""Y"": 45.49117431640627}, ""rise_K"": {""X"": 12.572638841732669, ""Y"": 13.319151747097749}, ""signoff"": {""X"": ""pass"", ""Y"": ""pass""}}","{""params"": {}, ""scorer"": ""campaign""}","{""duty_modes"": [""hydraulic_exploration"", ""thermal_stress_tail""], ""duty_regimes"": [""load_dominated"", ""load_dominated""], ""fit_clearance_scales"": [2.97, 0.84], ""interstitial"": ""air"", ""non_controller_duties"": 2, ""profile"": ""training"", ""signoff"": ""pass_pass"", ""stray_state"": ""rise"", ""training_format"": ""campaign_4p"", ""trap_duties"": 0, ""uniqueness_ratio"": 1.368}","{""answer_case_names"": [""case02758"", ""case02754"", ""case02753"", ""case02756"", ""case02760"", ""case02759"", ""case02822""], ""case_names"": [""case02758"", ""case02754"", ""case02753"", ""case02756"", ""case02760"", ""case02759"", ""case02822""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case02760"", ""case02759""], ""geometry_ids"": [""geom_401b58e995134733"", ""geom_401b58e995134733"", ""geom_401b58e995134733"", ""geom_401b58e995134733"", ""geom_401b58e995134733"", ""geom_401b58e995134733"", ""geom_6a9fc701e127ba3a""], ""point_cases"": [""case02758"", ""case02754"", ""case02753"", ""case02756""], ""solve_signatures"": [""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+cht-bounded-flow-progress-v1+cht-solid-topology-reuse-v1+cht-secondary-accuracy-recovery-v1+cht-secondary-failure-evidence-v1+cht-sibling-flow-initial-guess-v1+cht-certified-cfl-gate-v1+cht-hydraulic-envelope-explicit-v1+cht-cfl-edge-memory-v1+cht-stationary-plateau-acceptance-v1+cht-sfd-float64-v1+cht-sibling-thermal-initial-guess-v1+cht-pressure-endgame-v1+cht-buoyant-spinup-fail-fast-v1+cht-period-two-cfl-guard-v1+cht-growth-endgame-v1+cht-secondary-screening-v1+cht-secondary-screening-secant-v1+cht-period-two-regrowth-gate-v1+cht-endgame-dose-ladder-v1+cht-endgame-momentum-sfd-v1+cht-secondary-endgame-v1+cht-endgame-pseudo-time-leg-v1+cht-secondary-stall-recovery-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-polymesh-flow-gate+native-polymesh-bounded-pressure-recovery+native-polymesh-fixed-outlet-handoff+native-polymesh-point-velocity-trust+native-polymesh-mass-recovery-cut+native-polymesh-zero-hot-cell-speed-rail+native-polymesh-progressive-mass-recovery+native-polymesh-owner-window-cfl-recovery+flow-gate-fixed-outlet-pressure-drop+cutcell-face-normal-boundary-distance+cutcell-postclosure-owner-dose+durable-flow-restart+sealed-gap-buoyancy-gate+acm-potential-wall-ramp+acm-reference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-12-v6\""""], ""stray_case"": ""case02822""}" ejb-training-0.1-train_val-signoff-00142-797fef,duty_signoff,single_turn,train_val,public_train,,"You are signing off a battery cold plate at one new duty from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 40 x EVE LF280K-class prismatic cell (280 Ah, LFP/graphite, 71.7 x 174 x 207 mm) in a rectangular grid of 4 rows x 10 columns, 1.4 mm cell spacing; a 1.5 mm thermal-interface pad under each cell; open air between cells (natural convection and radiation to ambient). Cold plate: Aluminium centre-fed parallel-channel plate, 755 x 725 x 34.2 mm; 28 parallel round channels fed by a bifurcating centre manifold; channel diameter 7.00 mm, flow across the plate width (y); ports 28.0 mm on the front (inlet) and back (outlet) faces; minimum wall 2.0 mm. Completed runs 1: Coolant 30 wt% ethylene glycol / water at 32.2 °C inlet, 0.858 L/min (density 1033 kg/m³, cp 3753 J/kgK, viscosity 1.55 mPa·s). Ambient 43.2 °C, external heat-transfer coefficient 4.6 W/m²K on exposed surfaces. Load: charge at 0.588C, SOC 64%, state of health 85%; total heat generation 282 W (272 W in cells, 10.0 W in terminals/interconnects, applied uniformly). Result: peak cell rise 13.3 K; cell spread 10.4 K; coolant rise 5.61 K; pressure drop 0.00973 kPa 2: Coolant 50 wt% ethylene glycol / water at 8.4 °C inlet, 0.968 L/min (density 1071 kg/m³, cp 3249 J/kgK, viscosity 5.60 mPa·s). Ambient 27.8 °C, external heat-transfer coefficient 5.5 W/m²K on exposed surfaces. Load: charge at 0.366C, SOC 78%, state of health 94%; total heat generation 150 W (147 W in cells, 3.26 W in terminals/interconnects, applied uniformly). Result: peak cell rise 16.6 K; cell spread 12.9 K; coolant rise 5.77 K; pressure drop 0.0348 kPa 3: Coolant water at 12.3 °C inlet, 0.507 L/min (density 999.5 kg/m³, cp 4192 J/kgK, viscosity 1.22 mPa·s). Ambient 28.2 °C, external heat-transfer coefficient 9.6 W/m²K on exposed surfaces. Load: charge at 0.322C, SOC 51%, state of health 74%; total heat generation 168 W (163 W in cells, 4.57 W in terminals/interconnects, applied uniformly). Result: peak cell rise 15.0 K; cell spread 11.4 K; coolant rise 8.16 K; pressure drop 0.00433 kPa Duties Duty X (peak cell limit 20.0 °C, pressure drop limit 0.0168 kPa): Coolant 50 wt% ethylene glycol / water at 12.3 °C inlet, 0.617 L/min (density 1069 kg/m³, cp 3271 J/kgK, viscosity 4.82 mPa·s). Ambient 16.7 °C, external heat-transfer coefficient 3.7 W/m²K on exposed surfaces. Load: discharge at 0.207C, SOC 87%, state of health 81%; total heat generation 130 W (124 W in cells, 6.16 W in terminals/interconnects, applied uniformly). For each duty, say whether peak cell temperature stays at or below its limit and whether pressure drop stays at or below its limit. Scoring: The score is 1 only if every temperature and pressure verdict is correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""pressure"": ""object mapping \""X\"" to \""pass\"" or \""fail\"""", ""temperature"": ""object mapping \""X\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 16.737385308369994, ""c_rate"": 0.2074621921110515, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1068.8940259233125, ""dynamic_viscosity_pa_s"": 0.0048240010135036, ""specific_heat_j_kgk"": 3270.895143473587, ""thermal_conductivity_w_mk"": 0.3843798060052884}, ""external_htc_w_m2k"": 3.7462588269263506, ""flow_lpm"": 0.6165676611026536, ""heat_w"": {""cells"": 124.26462129623364, ""interconnects"": 6.156695334885998, ""total"": 130.42131663111962}, ""inlet_temperature_c"": 12.294954419562302, ""operation"": ""discharge"", ""soc"": 0.8654915387742221, ""soh"": 0.8056164843961596}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 280.0, ""cell_count"": 40, ""cell_dimensions_mm"": {""height"": 207.2, ""length"": 71.7, ""width"": 173.7}, ""cell_family"": ""eve_lf280k_v3"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 1.4038686081767082, ""chemistry"": ""LFP/graphite"", ""columns"": 10, ""interstitial"": ""air"", ""plate_coverage"": 0.9472876326899924, ""rows"": 4, ""tim_thickness_mm"": 1.4749645115807652}, ""plate"": {""channel_diameter_mm"": 6.998877543634761, ""flow_direction"": ""widthwise_y"", ""height_mm"": 34.25, ""inlet_face"": ""front"", ""layout"": ""parallel"", ""length_mm"": 755.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 2.0435772128403187, ""outlet_face"": ""back"", ""parallel_paths"": 28, ""port_diameter_mm"": 27.99551017453904, ""turns"": 0, ""width_mm"": 725.0}, ""runs"": [{""ambient_temperature_c"": 43.230714071542025, ""c_rate"": 0.5879122001967955, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1032.6805318339773, ""dynamic_viscosity_pa_s"": 0.0015501453981097, ""specific_heat_j_kgk"": 3753.411383001758, ""thermal_conductivity_w_mk"": 0.4760399468356366}, ""external_htc_w_m2k"": 4.583457980304956, ""flow_lpm"": 0.858167817588338, ""heat_w"": {""cells"": 272.4410311245798, ""interconnects"": 10.015622630138203, ""total"": 282.456653754718}, ""inlet_temperature_c"": 32.17202256930853, ""operation"": ""charge"", ""soc"": 0.644673897512257, ""soh"": 0.8493441409431397}, {""ambient_temperature_c"": 27.80334049835801, ""c_rate"": 0.3657421716495225, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1070.805098618398, ""dynamic_viscosity_pa_s"": 0.0055971939838489, ""specific_heat_j_kgk"": 3249.488668005096, ""thermal_conductivity_w_mk"": 0.3819582426123313}, ""external_htc_w_m2k"": 5.521255016326904, ""flow_lpm"": 0.9682591992582056, ""heat_w"": {""cells"": 147.19225225939633, ""interconnects"": 3.2592675866300813, ""total"": 150.4515198460264}, ""inlet_temperature_c"": 8.371073515403674, ""operation"": ""charge"", ""soc"": 0.7838288873434066, ""soh"": 0.9441227594390512}, {""ambient_temperature_c"": 28.203721726313233, ""c_rate"": 0.3215986667217882, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.4599771900791, ""dynamic_viscosity_pa_s"": 0.0012222083771969, ""specific_heat_j_kgk"": 4191.6804753293745, ""thermal_conductivity_w_mk"": 0.5835932221403651}, ""external_htc_w_m2k"": 9.62361980136484, ""flow_lpm"": 0.5074644647114971, ""heat_w"": {""cells"": 163.41283983327085, ""interconnects"": 4.567964747000741, ""total"": 167.98080458027158}, ""inlet_temperature_c"": 12.34744034241885, ""operation"": ""charge"", ""soc"": 0.5143809449393302, ""soh"": 0.7404247843660414}]}",,"{""dP_kPa"": {""X"": 0.01871974278952985}, ""limits_C"": {""X"": 20.0}, ""peak_C"": {""X"": 18.696710205078148}, ""pressure"": {""X"": ""fail""}, ""pressure_limits_kPa"": {""X"": 0.0168}, ""rise_K"": {""X"": 6.401755785515832}, ""temperature"": {""X"": ""pass""}}","{""params"": {}, ""scorer"": ""duty_signoff""}","{""duty_modes"": [""controller_selected""], ""duty_regimes"": [""load_dominated""], ""interstitial"": ""air"", ""pressure_signoff"": ""fail"", ""quick_right"": false, ""reference_right"": true, ""shown_runs"": 3, ""signoff"": ""pass"", ""training_format"": ""signoff_1d3r""}","{""answer_case_names"": [""case02754""], ""case_names"": [""case02759"", ""case02758"", ""case02756"", ""case02754""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case02754""], ""geometry_ids"": [""geom_401b58e995134733"", ""geom_401b58e995134733"", ""geom_401b58e995134733"", ""geom_401b58e995134733""], ""run_cases"": [""case02759"", ""case02758"", ""case02756""], ""solve_signatures"": 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ejb-training-0.1-train_val-signoff-00149-75e84a,duty_signoff,single_turn,train_val,public_train,,"You are signing off a battery cold plate at two new duties from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 40 x EVE LF280K-class prismatic cell (280 Ah, LFP/graphite, 71.7 x 174 x 207 mm) in a rectangular grid of 4 rows x 10 columns, 1.4 mm cell spacing; a 1.5 mm thermal-interface pad under each cell; open air between cells (natural convection and radiation to ambient). Cold plate: Aluminium centre-fed parallel-channel plate, 755 x 725 x 34.2 mm; 28 parallel round channels fed by a bifurcating centre manifold; channel diameter 7.00 mm, flow across the plate width (y); ports 28.0 mm on the front (inlet) and back (outlet) faces; minimum wall 2.0 mm. Completed runs 1: Coolant water at 8.6 °C inlet, 10.9 L/min (density 999.8 kg/m³, cp 4198 J/kgK, viscosity 1.36 mPa·s). Ambient 10.2 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 0.268C, SOC 39%, state of health 90%; total heat generation 565 W (551 W in cells, 14.2 W in terminals/interconnects, applied uniformly). Result: peak cell rise 12.6 K; cell spread 11.4 K; coolant rise 0.589 K; pressure drop 0.265 kPa 2: Coolant 30 wt% ethylene glycol / water at 24.9 °C inlet, 1.79 L/min (density 1036 kg/m³, cp 3733 J/kgK, viscosity 1.88 mPa·s). Ambient 35.5 °C, external heat-transfer coefficient 10 W/m²K on exposed surfaces. Load: charge at 0.447C, SOC 17%, state of health 87%; total heat generation 263 W (234 W in cells, 29.5 W in terminals/interconnects, applied uniformly). Result: peak cell rise 12.1 K; cell spread 10.1 K; coolant rise 2.88 K; pressure drop 0.0273 kPa 3: Coolant 50 wt% ethylene glycol / water at 12.3 °C inlet, 0.617 L/min (density 1069 kg/m³, cp 3271 J/kgK, viscosity 4.82 mPa·s). Ambient 16.7 °C, external heat-transfer coefficient 3.7 W/m²K on exposed surfaces. Load: discharge at 0.207C, SOC 87%, state of health 81%; total heat generation 130 W (124 W in cells, 6.16 W in terminals/interconnects, applied uniformly). Result: peak cell rise 6.40 K; cell spread 4.49 K; coolant rise 3.41 K; pressure drop 0.0187 kPa Duties Duty X (peak cell limit 21.5 °C, pressure drop limit 0.0312 kPa): Coolant 50 wt% ethylene glycol / water at 8.4 °C inlet, 0.968 L/min (density 1071 kg/m³, cp 3249 J/kgK, viscosity 5.60 mPa·s). Ambient 27.8 °C, external heat-transfer coefficient 5.5 W/m²K on exposed surfaces. Load: charge at 0.366C, SOC 78%, state of health 94%; total heat generation 150 W (147 W in cells, 3.26 W in terminals/interconnects, applied uniformly). Duty Y (peak cell limit 47.0 °C, pressure drop limit 0.00856 kPa): Coolant 30 wt% ethylene glycol / water at 32.2 °C inlet, 0.858 L/min (density 1033 kg/m³, cp 3753 J/kgK, viscosity 1.55 mPa·s). Ambient 43.2 °C, external heat-transfer coefficient 4.6 W/m²K on exposed surfaces. Load: charge at 0.588C, SOC 64%, state of health 85%; total heat generation 282 W (272 W in cells, 10.0 W in terminals/interconnects, applied uniformly). For each duty, say whether peak cell temperature stays at or below its limit and whether pressure drop stays at or below its limit. Scoring: The score is 1 only if every temperature and pressure verdict is correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""pressure"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\"""", ""temperature"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 27.80334049835801, ""c_rate"": 0.3657421716495225, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1070.805098618398, ""dynamic_viscosity_pa_s"": 0.0055971939838489, ""specific_heat_j_kgk"": 3249.488668005096, ""thermal_conductivity_w_mk"": 0.3819582426123313}, ""external_htc_w_m2k"": 5.521255016326904, ""flow_lpm"": 0.9682591992582056, ""heat_w"": {""cells"": 147.19225225939633, ""interconnects"": 3.2592675866300813, ""total"": 150.4515198460264}, ""inlet_temperature_c"": 8.371073515403674, ""operation"": ""charge"", ""soc"": 0.7838288873434066, ""soh"": 0.9441227594390512}, {""ambient_temperature_c"": 43.230714071542025, ""c_rate"": 0.5879122001967955, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1032.6805318339773, ""dynamic_viscosity_pa_s"": 0.0015501453981097, ""specific_heat_j_kgk"": 3753.411383001758, ""thermal_conductivity_w_mk"": 0.4760399468356366}, ""external_htc_w_m2k"": 4.583457980304956, ""flow_lpm"": 0.858167817588338, ""heat_w"": {""cells"": 272.4410311245798, ""interconnects"": 10.015622630138203, ""total"": 282.456653754718}, ""inlet_temperature_c"": 32.17202256930853, ""operation"": ""charge"", ""soc"": 0.644673897512257, ""soh"": 0.8493441409431397}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 280.0, ""cell_count"": 40, ""cell_dimensions_mm"": {""height"": 207.2, ""length"": 71.7, ""width"": 173.7}, ""cell_family"": ""eve_lf280k_v3"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 1.4038686081767082, ""chemistry"": ""LFP/graphite"", ""columns"": 10, ""interstitial"": ""air"", ""plate_coverage"": 0.9472876326899924, ""rows"": 4, ""tim_thickness_mm"": 1.4749645115807652}, ""plate"": {""channel_diameter_mm"": 6.998877543634761, ""flow_direction"": ""widthwise_y"", ""height_mm"": 34.25, ""inlet_face"": ""front"", ""layout"": ""parallel"", ""length_mm"": 755.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 2.0435772128403187, ""outlet_face"": ""back"", ""parallel_paths"": 28, ""port_diameter_mm"": 27.99551017453904, ""turns"": 0, ""width_mm"": 725.0}, ""runs"": [{""ambient_temperature_c"": 10.209350967779756, ""c_rate"": 0.2676759056761802, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.8136255327072, ""dynamic_viscosity_pa_s"": 0.0013610941006081, ""specific_heat_j_kgk"": 4197.593054093582, ""thermal_conductivity_w_mk"": 0.575763126854555}, ""external_htc_w_m2k"": 11.39940268266946, ""flow_lpm"": 10.939692376806978, ""heat_w"": {""cells"": 550.5986404488372, ""interconnects"": 14.168980590824583, ""total"": 564.7676210396618}, ""inlet_temperature_c"": 8.580003980532972, ""operation"": ""discharge"", ""soc"": 0.3912154353689402, ""soh"": 0.8969472070224582}, {""ambient_temperature_c"": 35.48576405271888, ""c_rate"": 0.4473564906794738, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1035.9690738740385, ""dynamic_viscosity_pa_s"": 0.0018784189057801, ""specific_heat_j_kgk"": 3732.6643572391113, ""thermal_conductivity_w_mk"": 0.4694583028771013}, ""external_htc_w_m2k"": 10.068507450632753, ""flow_lpm"": 1.7875197341756222, ""heat_w"": {""cells"": 233.8413938191406, ""interconnects"": 29.54342919687118, ""total"": 263.38482301601175}, ""inlet_temperature_c"": 24.93941528543399, ""operation"": ""charge"", ""soc"": 0.170397692779079, ""soh"": 0.8656702920794487}, {""ambient_temperature_c"": 16.737385308369994, ""c_rate"": 0.2074621921110515, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1068.8940259233125, ""dynamic_viscosity_pa_s"": 0.0048240010135036, ""specific_heat_j_kgk"": 3270.895143473587, ""thermal_conductivity_w_mk"": 0.3843798060052884}, ""external_htc_w_m2k"": 3.7462588269263506, ""flow_lpm"": 0.6165676611026536, ""heat_w"": {""cells"": 124.26462129623364, ""interconnects"": 6.156695334885998, ""total"": 130.42131663111962}, ""inlet_temperature_c"": 12.294954419562302, ""operation"": ""discharge"", ""soc"": 0.8654915387742221, ""soh"": 0.8056164843961596}]}",,"{""dP_kPa"": {""X"": 0.034809297136482203, ""Y"": 0.00972742630286666}, ""limits_C"": {""X"": 21.5, ""Y"": 47.0}, ""peak_C"": {""X"": 24.926660156250023, ""Y"": 45.49117431640627}, ""pressure"": {""X"": ""fail"", ""Y"": ""fail""}, ""pressure_limits_kPa"": {""X"": 0.0312, ""Y"": 0.00856}, ""rise_K"": {""X"": 16.555586640846343, ""Y"": 13.319151747097749}, ""temperature"": {""X"": ""fail"", ""Y"": ""pass""}}","{""params"": {}, ""scorer"": ""duty_signoff""}","{""duty_modes"": [""chilled_high_load_tail"", ""thermal_stress_tail""], ""duty_regimes"": [""ambient_heated"", ""load_dominated""], ""interstitial"": ""air"", ""pressure_signoff"": ""fail_fail"", ""quick_right"": false, ""reference_right"": true, ""shown_runs"": 3, ""signoff"": ""fail_pass"", ""training_format"": ""signoff_2d3r""}","{""answer_case_names"": [""case02758"", ""case02759""], ""case_names"": [""case02760"", ""case02753"", ""case02754"", ""case02758"", ""case02759""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case02758"", ""case02759""], ""geometry_ids"": [""geom_401b58e995134733"", ""geom_401b58e995134733"", ""geom_401b58e995134733"", ""geom_401b58e995134733"", ""geom_401b58e995134733""], ""run_cases"": [""case02760"", ""case02753"", ""case02754""], ""solve_signatures"": 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ejb-training-0.1-train_val-campaign-00152-ec6ac9,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The five planned test points are listed below. Six result sheets came back from the rig, but their labels were lost and some entries are illegible. Five belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 32 x 4680 large-format cylindrical cell (25.0 Ah, layered oxide engineering prior, 46.0 mm diameter x 80.0 mm tall) in staggered rows of 4 rows x 8 columns, 4.6 mm cell spacing; a 1.1 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium centre-fed parallel-channel plate, 454 x 225 x 12.8 mm; 16 parallel round channels fed by a bifurcating centre manifold; channel diameter 3.00 mm, flow along the plate length (x); ports 7.91 mm on the left (inlet) and right (outlet) faces; minimum wall 1.6 mm. Planned test points 1: Coolant water at 13.8 °C inlet, 0.577 L/min (density 999.3 kg/m³, cp 4190 J/kgK, viscosity 1.17 mPa·s). Ambient 23.3 °C, external heat-transfer coefficient 3.2 W/m²K on exposed surfaces. Load: discharge at 1.61C, SOC 83%, state of health 81%; total heat generation 179 W (174 W in cells, 5.12 W in terminals/interconnects, applied uniformly). 2: Coolant 50 wt% ethylene glycol / water at 19.7 °C inlet, 0.200 L/min (density 1065 kg/m³, cp 3310 J/kgK, viscosity 3.73 mPa·s). Ambient 25.9 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.502C, SOC 33%, state of health 96%; total heat generation 6.58 W (6.24 W in cells, 0.342 W in terminals/interconnects, applied uniformly). 3: Coolant 50 wt% ethylene glycol / water at 15.4 °C inlet, 0.200 L/min (density 1067 kg/m³, cp 3287 J/kgK, viscosity 4.32 mPa·s). Ambient 33.4 °C, external heat-transfer coefficient 8.0 W/m²K on exposed surfaces. Load: charge at 0.569C, SOC 17%, state of health 71%; total heat generation 22.6 W (21.0 W in cells, 1.65 W in terminals/interconnects, applied uniformly). 4: Coolant 30 wt% ethylene glycol / water at 20.4 °C inlet, 0.293 L/min (density 1038 kg/m³, cp 3719 J/kgK, viscosity 2.14 mPa·s). Ambient 39.7 °C, external heat-transfer coefficient 6.2 W/m²K on exposed surfaces. Load: charge at 0.886C, SOC 94%, state of health 86%; total heat generation 63.0 W (61.5 W in cells, 1.45 W in terminals/interconnects, applied uniformly). 5: Coolant water at 16.3 °C inlet, 0.200 L/min (density 998.9 kg/m³, cp 4187 J/kgK, viscosity 1.10 mPa·s). Ambient 15.8 °C, external heat-transfer coefficient 6.9 W/m²K on exposed surfaces. Load: discharge at 0.351C, SOC 56%, state of health 91%; total heat generation 16.1 W (15.2 W in cells, 0.927 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 13.6 K; cell spread 11.3 K; coolant rise illegible; pressure drop 0.178 kPa B peak cell rise 12.6 K; cell spread 11.4 K; coolant rise 0.589 K; pressure drop 0.265 kPa C peak cell rise 4.35 K; cell spread 3.36 K; coolant rise 2.17 K; pressure drop illegible D peak cell rise 1.64 K; cell spread 1.45 K; coolant rise illegible; pressure drop 0.0653 kPa E peak cell rise 12.0 K; cell spread 9.36 K; coolant rise 5.98 K; pressure drop illegible F peak cell rise 16.3 K; cell spread 14.5 K; coolant rise 4.47 K; pressure drop 0.261 kPa Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 25.5 °C): Coolant water at 22.3 °C inlet, 3.54 L/min (density 997.7 kg/m³, cp 4183 J/kgK, viscosity 0.948 mPa·s). Ambient 32.2 °C, external heat-transfer coefficient 4.7 W/m²K on exposed surfaces. Load: charge at 0.366C, SOC 67%, state of health 83%; total heat generation 4.59 W (4.12 W in cells, 0.465 W in terminals/interconnects, applied uniformly). Duty Y (limit 17.5 °C): Coolant 30 wt% ethylene glycol / water at 14.8 °C inlet, 0.200 L/min (density 1040 kg/m³, cp 3703 J/kgK, viscosity 2.55 mPa·s). Ambient 15.9 °C, external heat-transfer coefficient 9.5 W/m²K on exposed surfaces. Load: discharge at 0.229C, SOC 43%, state of health 77%; total heat generation 17.0 W (16.8 W in cells, 0.157 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""5\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 32.22866949625313, ""c_rate"": 0.3662713319763432, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 997.7137768270992, ""dynamic_viscosity_pa_s"": 0.0009484916873845, ""specific_heat_j_kgk"": 4182.635605728223, ""thermal_conductivity_w_mk"": 0.6019407492192924}, ""external_htc_w_m2k"": 4.7408461617305875, ""flow_lpm"": 3.5373892929374744, ""heat_w"": {""cells"": 4.124806442353921, ""interconnects"": 0.4652226338181516, ""total"": 4.590029076172073}, ""inlet_temperature_c"": 22.26143664880439, ""operation"": ""charge"", ""soc"": 0.6679087300319224, ""soh"": 0.8267059920355677}, {""ambient_temperature_c"": 15.915285479277372, ""c_rate"": 0.2293053657012387, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1040.0854558151416, ""dynamic_viscosity_pa_s"": 0.0025462433497267, ""specific_heat_j_kgk"": 3702.821359113394, ""thermal_conductivity_w_mk"": 0.4600227054145691}, ""external_htc_w_m2k"": 9.526373715139924, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 16.81515721402046, ""interconnects"": 0.1565843955948821, ""total"": 16.971741609615343}, ""inlet_temperature_c"": 14.78169510141015, ""operation"": ""discharge"", ""soc"": 0.432477866159752, ""soh"": 0.7678274157457053}], ""pack"": {""arrangement"": ""staggered_rows"", ""capacity_ah"": 25.0, ""cell_count"": 32, ""cell_dimensions_mm"": {""diameter"": 46.0, ""height"": 80.0}, ""cell_family"": ""tesla_4680"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 4.601780819892883, 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""all_speed_conjugate|all_speed|2026-11-04-explicit-outlet-temperature-v1+2026-11-03-sized-cpu-export-v1+frozen-flow-restart-v1+2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+cht-bounded-flow-progress-v1+cht-solid-topology-reuse-v1+cht-secondary-accuracy-recovery-v1+cht-secondary-failure-evidence-v1+cht-sibling-flow-initial-guess-v1+cht-certified-cfl-gate-v1+cht-hydraulic-envelope-explicit-v1+cht-cfl-edge-memory-v1+cht-stationary-plateau-acceptance-v1+cht-sfd-float64-v1+cht-sibling-thermal-initial-guess-v1+cht-pressure-endgame-v1+cht-buoyant-spinup-fail-fast-v1+cht-period-two-cfl-guard-v1+cht-growth-endgame-v1+cht-secondary-screening-v1+cht-secondary-screening-secant-v1+cht-period-two-regrowth-gate-v1+cht-endgame-dose-ladder-v1+cht-endgame-momentum-sfd-v1+cht-secondary-endgame-v1+cht-endgame-pseudo-time-leg-v1+cht-secondary-stall-recovery-v1+cht-secondary-stationarity-v1+cht-endgame-cfl-stepback-v1+workhorse-compile-timeout-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-polymesh-flow-gate+native-polymesh-bounded-pressure-recovery+native-polymesh-fixed-outlet-handoff+native-polymesh-point-velocity-trust+native-polymesh-mass-recovery-cut+native-polymesh-zero-hot-cell-speed-rail+native-polymesh-progressive-mass-recovery+native-polymesh-owner-window-cfl-recovery+flow-gate-fixed-outlet-pressure-drop+cutcell-face-normal-boundary-distance+cutcell-postclosure-owner-dose+durable-flow-restart+sealed-gap-buoyancy-gate+acm-potential-wall-ramp+acm-reference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-12-v6\""""], ""stray_case"": ""case02760""}" ejb-training-0.1-train_val-campaign-00153-3eef53,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The four planned test points are listed below. Five result sheets came back from the rig, but their labels were lost and some entries are illegible. Four belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 32 x 4680 large-format cylindrical cell (25.0 Ah, layered oxide engineering prior, 46.0 mm diameter x 80.0 mm tall) in staggered rows of 4 rows x 8 columns, 4.6 mm cell spacing; a 1.1 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium centre-fed parallel-channel plate, 454 x 225 x 12.8 mm; 16 parallel round channels fed by a bifurcating centre manifold; channel diameter 3.00 mm, flow along the plate length (x); ports 7.91 mm on the left (inlet) and right (outlet) faces; minimum wall 1.6 mm. Planned test points 1: Coolant 30 wt% ethylene glycol / water at 20.4 °C inlet, 0.293 L/min (density 1038 kg/m³, cp 3719 J/kgK, viscosity 2.14 mPa·s). Ambient 39.7 °C, external heat-transfer coefficient 6.2 W/m²K on exposed surfaces. Load: charge at 0.886C, SOC 94%, state of health 86%; total heat generation 63.0 W (61.5 W in cells, 1.45 W in terminals/interconnects, applied uniformly). 2: Coolant 50 wt% ethylene glycol / water at 15.4 °C inlet, 0.200 L/min (density 1067 kg/m³, cp 3287 J/kgK, viscosity 4.32 mPa·s). Ambient 33.4 °C, external heat-transfer coefficient 8.0 W/m²K on exposed surfaces. Load: charge at 0.569C, SOC 17%, state of health 71%; total heat generation 22.6 W (21.0 W in cells, 1.65 W in terminals/interconnects, applied uniformly). 3: Coolant water at 16.3 °C inlet, 0.200 L/min (density 998.9 kg/m³, cp 4187 J/kgK, viscosity 1.10 mPa·s). Ambient 15.8 °C, external heat-transfer coefficient 6.9 W/m²K on exposed surfaces. Load: discharge at 0.351C, SOC 56%, state of health 91%; total heat generation 16.1 W (15.2 W in cells, 0.927 W in terminals/interconnects, applied uniformly). 4: Coolant 50 wt% ethylene glycol / water at 19.7 °C inlet, 0.200 L/min (density 1065 kg/m³, cp 3310 J/kgK, viscosity 3.73 mPa·s). Ambient 25.9 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.502C, SOC 33%, state of health 96%; total heat generation 6.58 W (6.24 W in cells, 0.342 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 10.5 K; cell spread 7.19 K; coolant rise 3.70 K; pressure drop illegible B peak cell rise 13.6 K; cell spread 11.3 K; coolant rise illegible; pressure drop 0.178 kPa C peak cell rise 1.64 K; cell spread 1.45 K; coolant rise 0.784 K; pressure drop illegible D peak cell rise 4.35 K; cell spread 3.36 K; coolant rise illegible; pressure drop 0.189 kPa E peak cell rise 12.0 K; cell spread 9.36 K; coolant rise 5.98 K; pressure drop 0.216 kPa Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 16.0 °C): Coolant 30 wt% ethylene glycol / water at 14.8 °C inlet, 0.200 L/min (density 1040 kg/m³, cp 3703 J/kgK, viscosity 2.55 mPa·s). Ambient 15.9 °C, external heat-transfer coefficient 9.5 W/m²K on exposed surfaces. Load: discharge at 0.229C, SOC 43%, state of health 77%; total heat generation 17.0 W (16.8 W in cells, 0.157 W in terminals/interconnects, applied uniformly). Duty Y (limit 25.0 °C): Coolant water at 22.3 °C inlet, 3.54 L/min (density 997.7 kg/m³, cp 4183 J/kgK, viscosity 0.948 mPa·s). Ambient 32.2 °C, external heat-transfer coefficient 4.7 W/m²K on exposed surfaces. Load: charge at 0.366C, SOC 67%, state of health 83%; total heat generation 4.59 W (4.12 W in cells, 0.465 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""4\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 15.915285479277372, ""c_rate"": 0.2293053657012387, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1040.0854558151416, ""dynamic_viscosity_pa_s"": 0.0025462433497267, ""specific_heat_j_kgk"": 3702.821359113394, ""thermal_conductivity_w_mk"": 0.4600227054145691}, ""external_htc_w_m2k"": 9.526373715139924, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 16.81515721402046, ""interconnects"": 0.1565843955948821, ""total"": 16.971741609615343}, ""inlet_temperature_c"": 14.78169510141015, ""operation"": ""discharge"", ""soc"": 0.432477866159752, ""soh"": 0.7678274157457053}, {""ambient_temperature_c"": 32.22866949625313, ""c_rate"": 0.3662713319763432, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 997.7137768270992, ""dynamic_viscosity_pa_s"": 0.0009484916873845, ""specific_heat_j_kgk"": 4182.635605728223, ""thermal_conductivity_w_mk"": 0.6019407492192924}, ""external_htc_w_m2k"": 4.7408461617305875, ""flow_lpm"": 3.5373892929374744, ""heat_w"": {""cells"": 4.124806442353921, ""interconnects"": 0.4652226338181516, ""total"": 4.590029076172073}, ""inlet_temperature_c"": 22.26143664880439, ""operation"": ""charge"", ""soc"": 0.6679087300319224, ""soh"": 0.8267059920355677}], ""pack"": {""arrangement"": ""staggered_rows"", ""capacity_ah"": 25.0, ""cell_count"": 32, ""cell_dimensions_mm"": {""diameter"": 46.0, ""height"": 80.0}, ""cell_family"": ""tesla_4680"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 4.601780819892883, ""chemistry"": ""layered oxide engineering prior"", ""columns"": 8, ""interstitial"": ""potting"", ""plate_coverage"": 0.8732122730656235, ""rows"": 4, ""tim_thickness_mm"": 1.072206589905545}, ""planned_points"": [{""ambient_temperature_c"": 39.7358896676451, ""c_rate"": 0.8857948013613509, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1037.8954447015417, ""dynamic_viscosity_pa_s"": 0.0021427941456585, ""specific_heat_j_kgk"": 3719.3328214722783, ""thermal_conductivity_w_mk"": 0.4652392836772344}, ""external_htc_w_m2k"": 6.15513220243156, ""flow_lpm"": 0.2925002887987414, ""heat_w"": {""cells"": 61.51737095993589, ""interconnects"": 1.4546272701984904, ""total"": 62.97199823013438}, ""inlet_temperature_c"": 20.368482091191925, ""operation"": ""charge"", ""soc"": 0.9362116038799284, ""soh"": 0.85925331460312}, {""ambient_temperature_c"": 33.39033620432019, ""c_rate"": 0.5687015044396951, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1067.349413827397, ""dynamic_viscosity_pa_s"": 0.0043211557263842, ""specific_heat_j_kgk"": 3287.4106893829803, ""thermal_conductivity_w_mk"": 0.3862753293638704}, ""external_htc_w_m2k"": 7.981163268908858, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 20.97273964263948, ""interconnects"": 1.6481694783964476, ""total"": 22.620909121035925}, ""inlet_temperature_c"": 15.360553223039537, ""operation"": ""charge"", ""soc"": 0.1695699895266443, ""soh"": 0.7124444833956658}, {""ambient_temperature_c"": 15.808462705463173, ""c_rate"": 0.3511748362321651, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.8901960230696, ""dynamic_viscosity_pa_s"": 0.0010983358334042, ""specific_heat_j_kgk"": 4187.083842116601, ""thermal_conductivity_w_mk"": 0.5913449408008331}, ""external_htc_w_m2k"": 6.856593587435782, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 15.218333486776933, ""interconnects"": 0.9273179623973448, ""total"": 16.145651449174277}, ""inlet_temperature_c"": 16.3399798538399, ""operation"": ""discharge"", ""soc"": 0.5616452747955918, ""soh"": 0.9116459459997712}, {""ambient_temperature_c"": 25.88289408013225, ""c_rate"": 0.5024637080834197, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1065.0987847693489, ""dynamic_viscosity_pa_s"": 0.0037321000531844, ""specific_heat_j_kgk"": 3310.3573287055992, ""thermal_conductivity_w_mk"": 0.3889500531908439}, ""external_htc_w_m2k"": 11.071272027678788, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 6.235485137668434, ""interconnects"": 0.3422873786854381, ""total"": 6.577772516353872}, ""inlet_temperature_c"": 19.679983551613983, ""operation"": ""charge"", ""soc"": 0.3262144235894084, ""soh"": 0.9641329914331436}], ""plate"": {""channel_diameter_mm"": 3.0000901505601334, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 12.75, ""inlet_face"": ""left"", ""layout"": ""parallel"", ""length_mm"": 454.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.6151700858026743, ""outlet_face"": ""right"", ""parallel_paths"": 16, ""port_diameter_mm"": 7.906427097837663, ""turns"": 0, ""width_mm"": 225.0}}",,"{""limits_C"": {""X"": 16.0, ""Y"": 25.0}, ""links"": {""1"": ""B"", ""2"": ""E"", ""3"": ""C"", ""4"": ""D""}, ""misfiled"": ""A"", ""peak_C"": {""X"": 16.903161621093773, ""Y"": 26.107507324218773}, ""rise_K"": {""X"": 2.121466519683622, ""Y"": 3.846070675414353}, ""signoff"": {""X"": ""fail"", ""Y"": ""fail""}}","{""params"": {}, ""scorer"": ""campaign""}","{""duty_modes"": [""chilled_high_load_tail"", ""hydraulic_exploration""], ""duty_regimes"": [""load_dominated"", ""ambient_heated""], ""fit_clearance_scales"": [3.1, 3.69], ""interstitial"": ""potting"", ""non_controller_duties"": 2, ""profile"": ""training"", ""signoff"": ""fail_fail"", ""stray_state"": ""dP"", ""training_format"": ""campaign_4p"", ""trap_duties"": 0, ""uniqueness_ratio"": 1.286}","{""answer_case_names"": [""case00789"", ""case00787"", ""case00788"", ""case00786"", ""case00790"", ""case00792"", ""case13711""], ""case_names"": [""case00789"", ""case00787"", ""case00788"", ""case00786"", ""case00790"", ""case00792"", ""case13711""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case00790"", ""case00792""], ""geometry_ids"": [""geom_29983f425f07fca8"", ""geom_29983f425f07fca8"", ""geom_29983f425f07fca8"", ""geom_29983f425f07fca8"", ""geom_29983f425f07fca8"", ""geom_29983f425f07fca8"", ""geom_f65cd5f8e7ddbeac""], ""point_cases"": [""case00789"", ""case00787"", ""case00788"", ""case00786""], ""solve_signatures"": 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""stray_case"": ""case13711""}" ejb-training-0.1-train_val-signoff-00165-78c565,duty_signoff,single_turn,train_val,public_train,,"You are signing off a battery cold plate at one new duty from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 32 x 4680 large-format cylindrical cell (25.0 Ah, layered oxide engineering prior, 46.0 mm diameter x 80.0 mm tall) in staggered rows of 4 rows x 8 columns, 4.6 mm cell spacing; a 1.1 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium centre-fed parallel-channel plate, 454 x 225 x 12.8 mm; 16 parallel round channels fed by a bifurcating centre manifold; channel diameter 3.00 mm, flow along the plate length (x); ports 7.91 mm on the left (inlet) and right (outlet) faces; minimum wall 1.6 mm. Completed runs 1: Coolant 50 wt% ethylene glycol / water at 19.7 °C inlet, 0.200 L/min (density 1065 kg/m³, cp 3310 J/kgK, viscosity 3.73 mPa·s). Ambient 25.9 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.502C, SOC 33%, state of health 96%; total heat generation 6.58 W (6.24 W in cells, 0.342 W in terminals/interconnects, applied uniformly). Result: peak cell rise 4.35 K; cell spread 3.36 K; coolant rise 2.17 K; pressure drop 0.189 kPa 2: Coolant 30 wt% ethylene glycol / water at 20.4 °C inlet, 0.293 L/min (density 1038 kg/m³, cp 3719 J/kgK, viscosity 2.14 mPa·s). Ambient 39.7 °C, external heat-transfer coefficient 6.2 W/m²K on exposed surfaces. Load: charge at 0.886C, SOC 94%, state of health 86%; total heat generation 63.0 W (61.5 W in cells, 1.45 W in terminals/interconnects, applied uniformly). Result: peak cell rise 13.6 K; cell spread 11.3 K; coolant rise 5.67 K; pressure drop 0.178 kPa 3: Coolant water at 13.8 °C inlet, 0.577 L/min (density 999.3 kg/m³, cp 4190 J/kgK, viscosity 1.17 mPa·s). Ambient 23.3 °C, external heat-transfer coefficient 3.2 W/m²K on exposed surfaces. Load: discharge at 1.61C, SOC 83%, state of health 81%; total heat generation 179 W (174 W in cells, 5.12 W in terminals/interconnects, applied uniformly). Result: peak cell rise 16.3 K; cell spread 14.5 K; coolant rise 4.47 K; pressure drop 0.261 kPa Duties Duty X (peak cell limit 18.0 °C, pressure drop limit 0.115 kPa): Coolant 30 wt% ethylene glycol / water at 14.8 °C inlet, 0.200 L/min (density 1040 kg/m³, cp 3703 J/kgK, viscosity 2.55 mPa·s). Ambient 15.9 °C, external heat-transfer coefficient 9.5 W/m²K on exposed surfaces. Load: discharge at 0.229C, SOC 43%, state of health 77%; total heat generation 17.0 W (16.8 W in cells, 0.157 W in terminals/interconnects, applied uniformly). For each duty, say whether peak cell temperature stays at or below its limit and whether pressure drop stays at or below its limit. Scoring: The score is 1 only if every temperature and pressure verdict is correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""pressure"": ""object mapping \""X\"" to \""pass\"" or \""fail\"""", ""temperature"": ""object mapping \""X\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 15.915285479277372, ""c_rate"": 0.2293053657012387, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1040.0854558151416, ""dynamic_viscosity_pa_s"": 0.0025462433497267, ""specific_heat_j_kgk"": 3702.821359113394, ""thermal_conductivity_w_mk"": 0.4600227054145691}, ""external_htc_w_m2k"": 9.526373715139924, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 16.81515721402046, ""interconnects"": 0.1565843955948821, ""total"": 16.971741609615343}, ""inlet_temperature_c"": 14.78169510141015, ""operation"": ""discharge"", ""soc"": 0.432477866159752, ""soh"": 0.7678274157457053}], ""pack"": {""arrangement"": ""staggered_rows"", ""capacity_ah"": 25.0, ""cell_count"": 32, ""cell_dimensions_mm"": {""diameter"": 46.0, ""height"": 80.0}, ""cell_family"": ""tesla_4680"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 4.601780819892883, ""chemistry"": ""layered oxide engineering prior"", ""columns"": 8, ""interstitial"": ""potting"", ""plate_coverage"": 0.8732122730656235, ""rows"": 4, ""tim_thickness_mm"": 1.072206589905545}, ""plate"": {""channel_diameter_mm"": 3.0000901505601334, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 12.75, ""inlet_face"": ""left"", ""layout"": ""parallel"", ""length_mm"": 454.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.6151700858026743, ""outlet_face"": ""right"", ""parallel_paths"": 16, ""port_diameter_mm"": 7.906427097837663, ""turns"": 0, ""width_mm"": 225.0}, ""runs"": [{""ambient_temperature_c"": 25.88289408013225, ""c_rate"": 0.5024637080834197, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1065.0987847693489, ""dynamic_viscosity_pa_s"": 0.0037321000531844, ""specific_heat_j_kgk"": 3310.3573287055992, ""thermal_conductivity_w_mk"": 0.3889500531908439}, ""external_htc_w_m2k"": 11.071272027678788, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 6.235485137668434, ""interconnects"": 0.3422873786854381, ""total"": 6.577772516353872}, ""inlet_temperature_c"": 19.679983551613983, ""operation"": ""charge"", ""soc"": 0.3262144235894084, ""soh"": 0.9641329914331436}, {""ambient_temperature_c"": 39.7358896676451, ""c_rate"": 0.8857948013613509, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1037.8954447015417, ""dynamic_viscosity_pa_s"": 0.0021427941456585, ""specific_heat_j_kgk"": 3719.3328214722783, ""thermal_conductivity_w_mk"": 0.4652392836772344}, ""external_htc_w_m2k"": 6.15513220243156, ""flow_lpm"": 0.2925002887987414, ""heat_w"": {""cells"": 61.51737095993589, ""interconnects"": 1.4546272701984904, ""total"": 62.97199823013438}, ""inlet_temperature_c"": 20.368482091191925, ""operation"": ""charge"", ""soc"": 0.9362116038799284, ""soh"": 0.85925331460312}, {""ambient_temperature_c"": 23.301027957350016, ""c_rate"": 1.6064198417183064, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.2687589487429, ""dynamic_viscosity_pa_s"": 0.0011732289009108, ""specific_heat_j_kgk"": 4189.777631536177, ""thermal_conductivity_w_mk"": 0.5865627967107573}, ""external_htc_w_m2k"": 3.194504829123616, ""flow_lpm"": 0.5772165809778029, ""heat_w"": {""cells"": 174.30380042779666, ""interconnects"": 5.119566434674417, ""total"": 179.42336686247108}, ""inlet_temperature_c"": 13.844911558553576, ""operation"": ""discharge"", ""soc"": 0.8300008533988148, ""soh"": 0.8117718936875462}]}",,"{""dP_kPa"": {""X"": 0.13365243599109816}, ""limits_C"": {""X"": 18.0}, ""peak_C"": {""X"": 16.903161621093773}, ""pressure"": {""X"": ""fail""}, ""pressure_limits_kPa"": {""X"": 0.115}, ""rise_K"": {""X"": 2.121466519683622}, ""temperature"": {""X"": ""pass""}}","{""params"": {}, ""scorer"": ""duty_signoff""}","{""duty_modes"": [""chilled_high_load_tail""], ""duty_regimes"": [""load_dominated""], ""interstitial"": ""potting"", ""pressure_signoff"": ""fail"", ""quick_right"": false, ""reference_right"": true, ""shown_runs"": 3, ""signoff"": ""pass"", ""training_format"": ""signoff_1d3r""}","{""answer_case_names"": [""case00790""], ""case_names"": [""case00786"", ""case00789"", ""case00785"", ""case00790""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case00790""], ""geometry_ids"": [""geom_29983f425f07fca8"", ""geom_29983f425f07fca8"", ""geom_29983f425f07fca8"", ""geom_29983f425f07fca8""], ""run_cases"": [""case00786"", ""case00789"", ""case00785""], ""solve_signatures"": 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ejb-training-0.1-train_val-signoff-00170-8f9f9f,duty_signoff,single_turn,train_val,public_train,,"You are signing off a battery cold plate at one new duty from four completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 32 x 4680 large-format cylindrical cell (25.0 Ah, layered oxide engineering prior, 46.0 mm diameter x 80.0 mm tall) in staggered rows of 4 rows x 8 columns, 4.6 mm cell spacing; a 1.1 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium centre-fed parallel-channel plate, 454 x 225 x 12.8 mm; 16 parallel round channels fed by a bifurcating centre manifold; channel diameter 3.00 mm, flow along the plate length (x); ports 7.91 mm on the left (inlet) and right (outlet) faces; minimum wall 1.6 mm. Completed runs 1: Coolant 30 wt% ethylene glycol / water at 14.8 °C inlet, 0.200 L/min (density 1040 kg/m³, cp 3703 J/kgK, viscosity 2.55 mPa·s). Ambient 15.9 °C, external heat-transfer coefficient 9.5 W/m²K on exposed surfaces. Load: discharge at 0.229C, SOC 43%, state of health 77%; total heat generation 17.0 W (16.8 W in cells, 0.157 W in terminals/interconnects, applied uniformly). Result: peak cell rise 2.12 K; cell spread 1.69 K; coolant rise 1.23 K; pressure drop 0.134 kPa 2: Coolant 50 wt% ethylene glycol / water at 15.4 °C inlet, 0.200 L/min (density 1067 kg/m³, cp 3287 J/kgK, viscosity 4.32 mPa·s). Ambient 33.4 °C, external heat-transfer coefficient 8.0 W/m²K on exposed surfaces. Load: charge at 0.569C, SOC 17%, state of health 71%; total heat generation 22.6 W (21.0 W in cells, 1.65 W in terminals/interconnects, applied uniformly). Result: peak cell rise 12.0 K; cell spread 9.36 K; coolant rise 5.98 K; pressure drop 0.216 kPa 3: Coolant water at 13.8 °C inlet, 0.577 L/min (density 999.3 kg/m³, cp 4190 J/kgK, viscosity 1.17 mPa·s). Ambient 23.3 °C, external heat-transfer coefficient 3.2 W/m²K on exposed surfaces. Load: discharge at 1.61C, SOC 83%, state of health 81%; total heat generation 179 W (174 W in cells, 5.12 W in terminals/interconnects, applied uniformly). Result: peak cell rise 16.3 K; cell spread 14.5 K; coolant rise 4.47 K; pressure drop 0.261 kPa 4: Coolant water at 16.3 °C inlet, 0.200 L/min (density 998.9 kg/m³, cp 4187 J/kgK, viscosity 1.10 mPa·s). Ambient 15.8 °C, external heat-transfer coefficient 6.9 W/m²K on exposed surfaces. Load: discharge at 0.351C, SOC 56%, state of health 91%; total heat generation 16.1 W (15.2 W in cells, 0.927 W in terminals/interconnects, applied uniformly). Result: peak cell rise 1.64 K; cell spread 1.45 K; coolant rise 0.784 K; pressure drop 0.0653 kPa Duties Duty X (peak cell limit 23.0 °C, pressure drop limit 0.224 kPa): Coolant 50 wt% ethylene glycol / water at 19.7 °C inlet, 0.200 L/min (density 1065 kg/m³, cp 3310 J/kgK, viscosity 3.73 mPa·s). Ambient 25.9 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.502C, SOC 33%, state of health 96%; total heat generation 6.58 W (6.24 W in cells, 0.342 W in terminals/interconnects, applied uniformly). For each duty, say whether peak cell temperature stays at or below its limit and whether pressure drop stays at or below its limit. Scoring: The score is 1 only if every temperature and pressure verdict is correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""pressure"": ""object mapping \""X\"" to \""pass\"" or \""fail\"""", ""temperature"": ""object mapping \""X\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 25.88289408013225, ""c_rate"": 0.5024637080834197, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1065.0987847693489, ""dynamic_viscosity_pa_s"": 0.0037321000531844, ""specific_heat_j_kgk"": 3310.3573287055992, ""thermal_conductivity_w_mk"": 0.3889500531908439}, ""external_htc_w_m2k"": 11.071272027678788, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 6.235485137668434, ""interconnects"": 0.3422873786854381, ""total"": 6.577772516353872}, ""inlet_temperature_c"": 19.679983551613983, ""operation"": ""charge"", ""soc"": 0.3262144235894084, ""soh"": 0.9641329914331436}], ""pack"": {""arrangement"": ""staggered_rows"", ""capacity_ah"": 25.0, ""cell_count"": 32, ""cell_dimensions_mm"": {""diameter"": 46.0, ""height"": 80.0}, ""cell_family"": ""tesla_4680"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 4.601780819892883, ""chemistry"": ""layered oxide engineering prior"", ""columns"": 8, ""interstitial"": ""potting"", ""plate_coverage"": 0.8732122730656235, ""rows"": 4, ""tim_thickness_mm"": 1.072206589905545}, ""plate"": {""channel_diameter_mm"": 3.0000901505601334, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 12.75, ""inlet_face"": ""left"", ""layout"": ""parallel"", ""length_mm"": 454.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.6151700858026743, ""outlet_face"": ""right"", ""parallel_paths"": 16, ""port_diameter_mm"": 7.906427097837663, ""turns"": 0, ""width_mm"": 225.0}, ""runs"": [{""ambient_temperature_c"": 15.915285479277372, ""c_rate"": 0.2293053657012387, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1040.0854558151416, ""dynamic_viscosity_pa_s"": 0.0025462433497267, ""specific_heat_j_kgk"": 3702.821359113394, ""thermal_conductivity_w_mk"": 0.4600227054145691}, ""external_htc_w_m2k"": 9.526373715139924, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 16.81515721402046, ""interconnects"": 0.1565843955948821, ""total"": 16.971741609615343}, ""inlet_temperature_c"": 14.78169510141015, ""operation"": ""discharge"", ""soc"": 0.432477866159752, ""soh"": 0.7678274157457053}, {""ambient_temperature_c"": 33.39033620432019, ""c_rate"": 0.5687015044396951, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1067.349413827397, ""dynamic_viscosity_pa_s"": 0.0043211557263842, ""specific_heat_j_kgk"": 3287.4106893829803, ""thermal_conductivity_w_mk"": 0.3862753293638704}, ""external_htc_w_m2k"": 7.981163268908858, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 20.97273964263948, ""interconnects"": 1.6481694783964476, ""total"": 22.620909121035925}, ""inlet_temperature_c"": 15.360553223039537, ""operation"": ""charge"", ""soc"": 0.1695699895266443, ""soh"": 0.7124444833956658}, {""ambient_temperature_c"": 23.301027957350016, ""c_rate"": 1.6064198417183064, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.2687589487429, ""dynamic_viscosity_pa_s"": 0.0011732289009108, ""specific_heat_j_kgk"": 4189.777631536177, ""thermal_conductivity_w_mk"": 0.5865627967107573}, ""external_htc_w_m2k"": 3.194504829123616, ""flow_lpm"": 0.5772165809778029, ""heat_w"": {""cells"": 174.30380042779666, ""interconnects"": 5.119566434674417, ""total"": 179.42336686247108}, ""inlet_temperature_c"": 13.844911558553576, ""operation"": ""discharge"", ""soc"": 0.8300008533988148, ""soh"": 0.8117718936875462}, {""ambient_temperature_c"": 15.808462705463173, ""c_rate"": 0.3511748362321651, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.8901960230696, ""dynamic_viscosity_pa_s"": 0.0010983358334042, ""specific_heat_j_kgk"": 4187.083842116601, ""thermal_conductivity_w_mk"": 0.5913449408008331}, ""external_htc_w_m2k"": 6.856593587435782, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 15.218333486776933, ""interconnects"": 0.9273179623973448, ""total"": 16.145651449174277}, ""inlet_temperature_c"": 16.3399798538399, ""operation"": ""discharge"", ""soc"": 0.5616452747955918, ""soh"": 0.9116459459997712}]}",,"{""dP_kPa"": {""X"": 0.18900201206326891}, ""limits_C"": {""X"": 23.0}, ""peak_C"": {""X"": 24.024987792968773}, ""pressure"": {""X"": ""pass""}, ""pressure_limits_kPa"": {""X"": 0.224}, ""rise_K"": {""X"": 4.345004241354786}, ""temperature"": {""X"": ""fail""}}","{""params"": {}, ""scorer"": ""duty_signoff""}","{""duty_modes"": [""controller_selected""], ""duty_regimes"": [""ambient_heated""], ""interstitial"": ""potting"", ""pressure_signoff"": ""pass"", ""quick_right"": false, ""reference_right"": true, ""shown_runs"": 4, ""signoff"": ""fail"", ""training_format"": ""signoff_1d4r""}","{""answer_case_names"": [""case00786""], ""case_names"": [""case00790"", ""case00787"", ""case00785"", ""case00788"", ""case00786""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case00786""], ""geometry_ids"": [""geom_29983f425f07fca8"", ""geom_29983f425f07fca8"", ""geom_29983f425f07fca8"", ""geom_29983f425f07fca8"", ""geom_29983f425f07fca8""], ""run_cases"": [""case00790"", ""case00787"", ""case00785"", ""case00788""], ""solve_signatures"": 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ejb-training-0.1-train_val-signoff-00174-43d672,duty_signoff,single_turn,train_val,public_train,,"You are signing off a battery cold plate at two new duties from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 32 x 4680 large-format cylindrical cell (25.0 Ah, layered oxide engineering prior, 46.0 mm diameter x 80.0 mm tall) in staggered rows of 4 rows x 8 columns, 4.6 mm cell spacing; a 1.1 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium centre-fed parallel-channel plate, 454 x 225 x 12.8 mm; 16 parallel round channels fed by a bifurcating centre manifold; channel diameter 3.00 mm, flow along the plate length (x); ports 7.91 mm on the left (inlet) and right (outlet) faces; minimum wall 1.6 mm. Completed runs 1: Coolant water at 16.3 °C inlet, 0.200 L/min (density 998.9 kg/m³, cp 4187 J/kgK, viscosity 1.10 mPa·s). Ambient 15.8 °C, external heat-transfer coefficient 6.9 W/m²K on exposed surfaces. Load: discharge at 0.351C, SOC 56%, state of health 91%; total heat generation 16.1 W (15.2 W in cells, 0.927 W in terminals/interconnects, applied uniformly). Result: peak cell rise 1.64 K; cell spread 1.45 K; coolant rise 0.784 K; pressure drop 0.0653 kPa 2: Coolant 30 wt% ethylene glycol / water at 14.8 °C inlet, 0.200 L/min (density 1040 kg/m³, cp 3703 J/kgK, viscosity 2.55 mPa·s). Ambient 15.9 °C, external heat-transfer coefficient 9.5 W/m²K on exposed surfaces. Load: discharge at 0.229C, SOC 43%, state of health 77%; total heat generation 17.0 W (16.8 W in cells, 0.157 W in terminals/interconnects, applied uniformly). Result: peak cell rise 2.12 K; cell spread 1.69 K; coolant rise 1.23 K; pressure drop 0.134 kPa 3: Coolant 50 wt% ethylene glycol / water at 19.7 °C inlet, 0.200 L/min (density 1065 kg/m³, cp 3310 J/kgK, viscosity 3.73 mPa·s). Ambient 25.9 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.502C, SOC 33%, state of health 96%; total heat generation 6.58 W (6.24 W in cells, 0.342 W in terminals/interconnects, applied uniformly). Result: peak cell rise 4.35 K; cell spread 3.36 K; coolant rise 2.17 K; pressure drop 0.189 kPa Duties Duty X (peak cell limit 32.0 °C, pressure drop limit 0.150 kPa): Coolant 30 wt% ethylene glycol / water at 20.4 °C inlet, 0.293 L/min (density 1038 kg/m³, cp 3719 J/kgK, viscosity 2.14 mPa·s). Ambient 39.7 °C, external heat-transfer coefficient 6.2 W/m²K on exposed surfaces. Load: charge at 0.886C, SOC 94%, state of health 86%; total heat generation 63.0 W (61.5 W in cells, 1.45 W in terminals/interconnects, applied uniformly). Duty Y (peak cell limit 25.5 °C, pressure drop limit 0.250 kPa): Coolant 50 wt% ethylene glycol / water at 15.4 °C inlet, 0.200 L/min (density 1067 kg/m³, cp 3287 J/kgK, viscosity 4.32 mPa·s). Ambient 33.4 °C, external heat-transfer coefficient 8.0 W/m²K on exposed surfaces. Load: charge at 0.569C, SOC 17%, state of health 71%; total heat generation 22.6 W (21.0 W in cells, 1.65 W in terminals/interconnects, applied uniformly). For each duty, say whether peak cell temperature stays at or below its limit and whether pressure drop stays at or below its limit. Scoring: The score is 1 only if every temperature and pressure verdict is correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""pressure"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\"""", ""temperature"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 39.7358896676451, ""c_rate"": 0.8857948013613509, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1037.8954447015417, ""dynamic_viscosity_pa_s"": 0.0021427941456585, ""specific_heat_j_kgk"": 3719.3328214722783, ""thermal_conductivity_w_mk"": 0.4652392836772344}, ""external_htc_w_m2k"": 6.15513220243156, ""flow_lpm"": 0.2925002887987414, ""heat_w"": {""cells"": 61.51737095993589, ""interconnects"": 1.4546272701984904, ""total"": 62.97199823013438}, ""inlet_temperature_c"": 20.368482091191925, ""operation"": ""charge"", ""soc"": 0.9362116038799284, ""soh"": 0.85925331460312}, {""ambient_temperature_c"": 33.39033620432019, ""c_rate"": 0.5687015044396951, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1067.349413827397, ""dynamic_viscosity_pa_s"": 0.0043211557263842, ""specific_heat_j_kgk"": 3287.4106893829803, ""thermal_conductivity_w_mk"": 0.3862753293638704}, ""external_htc_w_m2k"": 7.981163268908858, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 20.97273964263948, ""interconnects"": 1.6481694783964476, ""total"": 22.620909121035925}, ""inlet_temperature_c"": 15.360553223039537, ""operation"": ""charge"", ""soc"": 0.1695699895266443, ""soh"": 0.7124444833956658}], ""pack"": {""arrangement"": ""staggered_rows"", ""capacity_ah"": 25.0, ""cell_count"": 32, ""cell_dimensions_mm"": {""diameter"": 46.0, ""height"": 80.0}, ""cell_family"": ""tesla_4680"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 4.601780819892883, ""chemistry"": ""layered oxide engineering prior"", ""columns"": 8, ""interstitial"": ""potting"", ""plate_coverage"": 0.8732122730656235, ""rows"": 4, ""tim_thickness_mm"": 1.072206589905545}, ""plate"": {""channel_diameter_mm"": 3.0000901505601334, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 12.75, ""inlet_face"": ""left"", ""layout"": ""parallel"", ""length_mm"": 454.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.6151700858026743, ""outlet_face"": ""right"", ""parallel_paths"": 16, ""port_diameter_mm"": 7.906427097837663, ""turns"": 0, ""width_mm"": 225.0}, ""runs"": [{""ambient_temperature_c"": 15.808462705463173, ""c_rate"": 0.3511748362321651, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.8901960230696, ""dynamic_viscosity_pa_s"": 0.0010983358334042, ""specific_heat_j_kgk"": 4187.083842116601, ""thermal_conductivity_w_mk"": 0.5913449408008331}, ""external_htc_w_m2k"": 6.856593587435782, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 15.218333486776933, ""interconnects"": 0.9273179623973448, ""total"": 16.145651449174277}, ""inlet_temperature_c"": 16.3399798538399, ""operation"": ""discharge"", ""soc"": 0.5616452747955918, ""soh"": 0.9116459459997712}, {""ambient_temperature_c"": 15.915285479277372, ""c_rate"": 0.2293053657012387, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1040.0854558151416, ""dynamic_viscosity_pa_s"": 0.0025462433497267, ""specific_heat_j_kgk"": 3702.821359113394, ""thermal_conductivity_w_mk"": 0.4600227054145691}, ""external_htc_w_m2k"": 9.526373715139924, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 16.81515721402046, ""interconnects"": 0.1565843955948821, ""total"": 16.971741609615343}, ""inlet_temperature_c"": 14.78169510141015, ""operation"": ""discharge"", ""soc"": 0.432477866159752, ""soh"": 0.7678274157457053}, {""ambient_temperature_c"": 25.88289408013225, ""c_rate"": 0.5024637080834197, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1065.0987847693489, ""dynamic_viscosity_pa_s"": 0.0037321000531844, ""specific_heat_j_kgk"": 3310.3573287055992, ""thermal_conductivity_w_mk"": 0.3889500531908439}, ""external_htc_w_m2k"": 11.071272027678788, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 6.235485137668434, ""interconnects"": 0.3422873786854381, ""total"": 6.577772516353872}, ""inlet_temperature_c"": 19.679983551613983, ""operation"": ""charge"", ""soc"": 0.3262144235894084, ""soh"": 0.9641329914331436}]}",,"{""dP_kPa"": {""X"": 0.1777131108249596, ""Y"": 0.21633711026827224}, ""limits_C"": {""X"": 32.0, ""Y"": 25.5}, ""peak_C"": {""X"": 33.99358520507815, ""Y"": 27.400262451171898}, ""pressure"": {""X"": ""fail"", ""Y"": ""pass""}, ""pressure_limits_kPa"": {""X"": 0.15, ""Y"": 0.25}, ""rise_K"": {""X"": 13.625103113886212, ""Y"": 12.03970922813238}, ""temperature"": {""X"": ""fail"", ""Y"": ""fail""}}","{""params"": {}, ""scorer"": ""duty_signoff""}","{""duty_modes"": [""controller_selected"", ""controller_selected""], ""duty_regimes"": [""mixed"", ""ambient_heated""], ""interstitial"": ""potting"", ""pressure_signoff"": ""fail_pass"", ""quick_right"": false, ""reference_right"": true, ""shown_runs"": 3, ""signoff"": ""fail_fail"", ""training_format"": ""signoff_2d3r""}","{""answer_case_names"": [""case00789"", ""case00787""], ""case_names"": [""case00788"", ""case00790"", ""case00786"", ""case00789"", ""case00787""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case00789"", ""case00787""], ""geometry_ids"": [""geom_29983f425f07fca8"", ""geom_29983f425f07fca8"", ""geom_29983f425f07fca8"", ""geom_29983f425f07fca8"", ""geom_29983f425f07fca8""], ""run_cases"": [""case00788"", ""case00790"", ""case00786""], ""solve_signatures"": 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ejb-training-0.1-train_val-signoff-00179-ffd65c,duty_signoff,single_turn,train_val,independent_test,,"You are signing off a battery cold plate at one new duty from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 50 x 18650 cylindrical cell (Molicel P22S class) (2.20 Ah, INR layered oxide, 18.6 mm diameter x 65.2 mm tall) in a rectangular grid of 5 rows x 10 columns, 3.3 mm cell spacing; a 0.79 mm thermal-interface pad under each cell; open air between cells (natural convection and radiation to ambient). Cold plate: Aluminium headerless serpentine plate, 241 x 132 x 6.50 mm; 1 serpentine circuit(s) with 5 turns each, ports connected directly to the channels; channel diameter 3.56 mm, flow across the plate width (y); ports 3.56 mm on the front (inlet) and back (outlet) faces; minimum wall 1.0 mm. Completed runs 1: Coolant water at 30.8 °C inlet, 0.100 L/min (density 995.4 kg/m³, cp 4180 J/kgK, viscosity 0.783 mPa·s). Ambient 41.1 °C, external heat-transfer coefficient 3.8 W/m²K on exposed surfaces. Load: discharge at 0.234C, SOC 15%, state of health 80%; total heat generation 3.93 W (3.92 W in cells, 0.0148 W in terminals/interconnects, applied uniformly). Result: peak cell rise 6.04 K; cell spread 4.56 K; coolant rise 1.91 K; pressure drop 0.461 kPa 2: Coolant 30 wt% ethylene glycol / water at 13.4 °C inlet, 0.107 L/min (density 1041 kg/m³, cp 3699 J/kgK, viscosity 2.66 mPa·s). Ambient 31.9 °C, external heat-transfer coefficient 5.3 W/m²K on exposed surfaces. Load: discharge at 1.44C, SOC 39%, state of health 92%; total heat generation 30.2 W (28.5 W in cells, 1.73 W in terminals/interconnects, applied uniformly). Result: peak cell rise 15.9 K; cell spread 10.5 K; coolant rise 6.05 K; pressure drop 1.26 kPa 3: Coolant 50 wt% ethylene glycol / water at 22.9 °C inlet, 0.100 L/min (density 1063 kg/m³, cp 3327 J/kgK, viscosity 3.37 mPa·s). Ambient 23.2 °C, external heat-transfer coefficient 9.7 W/m²K on exposed surfaces. Load: charge at 0.401C, SOC 92%, state of health 75%; total heat generation 4.24 W (4.12 W in cells, 0.117 W in terminals/interconnects, applied uniformly). Result: peak cell rise 1.45 K; cell spread 0.961 K; coolant rise 0.586 K; pressure drop 1.41 kPa Duties Duty X (peak cell limit 11.0 °C, pressure drop limit 11.2 kPa): Coolant 50 wt% ethylene glycol / water at 5.7 °C inlet, 0.435 L/min (density 1072 kg/m³, cp 3235 J/kgK, viscosity 6.23 mPa·s). Ambient 12.5 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 1.05C, SOC 68%, state of health 93%; total heat generation 9.58 W (8.88 W in cells, 0.706 W in terminals/interconnects, applied uniformly). For each duty, say whether peak cell temperature stays at or below its limit and whether pressure drop stays at or below its limit. Scoring: The score is 1 only if every temperature and pressure verdict is correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""pressure"": ""object mapping \""X\"" to \""pass\"" or \""fail\"""", ""temperature"": ""object mapping \""X\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 12.501424048095942, ""c_rate"": 1.047463519577888, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1072.0666282883074, ""dynamic_viscosity_pa_s"": 0.0062278912178701, ""specific_heat_j_kgk"": 3234.7016502767183, ""thermal_conductivity_w_mk"": 0.380307985161227}, ""external_htc_w_m2k"": 10.752859669737518, ""flow_lpm"": 0.4354647865492603, ""heat_w"": {""cells"": 8.879102347007715, ""interconnects"": 0.7058723550784276, ""total"": 9.584974702086145}, ""inlet_temperature_c"": 5.691004548276341, ""operation"": ""charge"", ""soc"": 0.6796812155749649, ""soh"": 0.9287811033427716}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 2.2, ""cell_count"": 50, ""cell_dimensions_mm"": {""diameter"": 18.6, ""height"": 65.2}, ""cell_family"": ""molicel_18650"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 3.3074169158935547, ""chemistry"": ""INR layered oxide"", ""columns"": 10, ""interstitial"": ""air"", ""plate_coverage"": 0.7735363806564726, ""rows"": 5, ""tim_thickness_mm"": 0.79048268715851}, ""plate"": {""channel_diameter_mm"": 3.5578991861326585, ""flow_direction"": ""widthwise_y"", ""height_mm"": 6.5, ""inlet_face"": ""front"", ""layout"": ""headerless_serpentine"", ""length_mm"": 241.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.0286475829780102, ""outlet_face"": ""back"", ""parallel_paths"": 1, ""port_diameter_mm"": 3.5578991861326585, ""turns"": 5, ""width_mm"": 132.0}, ""runs"": [{""ambient_temperature_c"": 41.1180450534448, ""c_rate"": 0.2335174242082529, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 995.3963225502532, ""dynamic_viscosity_pa_s"": 0.0007833617904969, ""specific_heat_j_kgk"": 4179.668895064789, ""thermal_conductivity_w_mk"": 0.615640576090829}, ""external_htc_w_m2k"": 3.8247904125601058, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 3.915141242106099, ""interconnects"": 0.0147950426394826, ""total"": 3.9299362847455814}, ""inlet_temperature_c"": 30.8281868701482, ""operation"": ""discharge"", ""soc"": 0.1487575761042535, ""soh"": 0.799154660385102}, {""ambient_temperature_c"": 31.897616609930992, ""c_rate"": 1.4392186579578006, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1040.6059303656534, ""dynamic_viscosity_pa_s"": 0.0026643931627033, ""specific_heat_j_kgk"": 3698.6433473760712, ""thermal_conductivity_w_mk"": 0.4587040152402368}, ""external_htc_w_m2k"": 5.299104482866824, ""flow_lpm"": 0.1067330166621585, ""heat_w"": {""cells"": 28.45105200128485, ""interconnects"": 1.725601850110864, ""total"": 30.176653851395713}, ""inlet_temperature_c"": 13.38016888105367, ""operation"": ""discharge"", ""soc"": 0.3872016165405512, ""soh"": 0.9195872189477086}, {""ambient_temperature_c"": 23.204234996810555, ""c_rate"": 0.4009957668393067, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1063.376202216468, ""dynamic_viscosity_pa_s"": 0.0033684760468931, ""specific_heat_j_kgk"": 3327.1126841109285, ""thermal_conductivity_w_mk"": 0.3909345996129901}, ""external_htc_w_m2k"": 9.681365489959717, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 4.121879937855997, ""interconnects"": 0.1172465445900588, ""total"": 4.239126482446056}, ""inlet_temperature_c"": 22.881741495803, ""operation"": ""charge"", ""soc"": 0.9177150870207696, ""soh"": 0.7524636414833367}]}",,"{""dP_kPa"": {""X"": 13.849058500178318}, ""limits_C"": {""X"": 11.0}, ""peak_C"": {""X"": 10.421441650390648}, ""pressure"": {""X"": ""fail""}, ""pressure_limits_kPa"": {""X"": 11.2}, ""rise_K"": {""X"": 4.730437102114308}, ""temperature"": {""X"": ""pass""}}","{""params"": {}, ""scorer"": ""duty_signoff""}","{""duty_modes"": [""hydraulic_exploration""], ""duty_regimes"": [""mixed""], ""interstitial"": ""air"", ""pressure_signoff"": ""fail"", ""quick_right"": false, ""reference_right"": true, ""shown_runs"": 3, ""signoff"": ""pass"", ""training_format"": ""signoff_1d3r""}","{""answer_case_names"": [""case13656""], ""case_names"": [""case13655"", ""case13654"", ""case13653"", ""case13656""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case13656""], ""geometry_ids"": [""geom_ccccabbb81f2a0ba"", ""geom_ccccabbb81f2a0ba"", ""geom_ccccabbb81f2a0ba"", ""geom_ccccabbb81f2a0ba""], ""run_cases"": [""case13655"", ""case13654"", ""case13653""], ""solve_signatures"": 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ejb-training-0.1-train_val-signoff-00182-bebf0d,duty_signoff,single_turn,train_val,independent_test,,"You are signing off a battery cold plate at one new duty from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 16 x EVE LF280K-class prismatic cell (280 Ah, LFP/graphite, 71.7 x 174 x 207 mm) in a rectangular grid of 2 rows x 8 columns, 5.0 mm cell spacing; a 0.85 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium centre-fed parallel-channel plate, 639 x 381 x 14.2 mm; 10 parallel round channels fed by a bifurcating centre manifold; channel diameter 3.26 mm, flow along the plate length (x); ports 7.05 mm on the left (inlet) and right (outlet) faces; minimum wall 2.6 mm. Completed runs 1: Coolant water at 25.7 °C inlet, 0.500 L/min (density 996.9 kg/m³, cp 4181 J/kgK, viscosity 0.877 mPa·s). Ambient 33.4 °C, external heat-transfer coefficient 5.7 W/m²K on exposed surfaces. Load: charge at 0.295C, SOC 90%, state of health 80%; total heat generation 46.6 W (42.0 W in cells, 4.65 W in terminals/interconnects, applied uniformly). Result: peak cell rise 6.45 K; cell spread 5.56 K; coolant rise 2.44 K; pressure drop 0.304 kPa 2: Coolant 30 wt% ethylene glycol / water at 29.0 °C inlet, 1.10 L/min (density 1034 kg/m³, cp 3744 J/kgK, viscosity 1.68 mPa·s). Ambient 27.0 °C, external heat-transfer coefficient 9.8 W/m²K on exposed surfaces. Load: discharge at 0.840C, SOC 52%, state of health 85%; total heat generation 852 W (842 W in cells, 10.00 W in terminals/interconnects, applied uniformly). Result: peak cell rise 32.2 K; cell spread 28.9 K; coolant rise 7.26 K; pressure drop 1.36 kPa 3: Coolant water at 11.5 °C inlet, 0.707 L/min (density 999.6 kg/m³, cp 4193 J/kgK, viscosity 1.25 mPa·s). Ambient 20.5 °C, external heat-transfer coefficient 5.1 W/m²K on exposed surfaces. Load: charge at 0.603C, SOC 63%, state of health 100%; total heat generation 166 W (155 W in cells, 11.0 W in terminals/interconnects, applied uniformly). Result: peak cell rise 12.0 K; cell spread 10.5 K; coolant rise 3.59 K; pressure drop 0.614 kPa Duties Duty X (peak cell limit 37.5 °C, pressure drop limit 3.76 kPa): Coolant 50 wt% ethylene glycol / water at 19.5 °C inlet, 1.38 L/min (density 1065 kg/m³, cp 3310 J/kgK, viscosity 3.75 mPa·s). Ambient 37.9 °C, external heat-transfer coefficient 9.3 W/m²K on exposed surfaces. Load: discharge at 0.422C, SOC 16%, state of health 75%; total heat generation 297 W (291 W in cells, 5.69 W in terminals/interconnects, applied uniformly). For each duty, say whether peak cell temperature stays at or below its limit and whether pressure drop stays at or below its limit. Scoring: The score is 1 only if every temperature and pressure verdict is correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""pressure"": ""object mapping \""X\"" to \""pass\"" or \""fail\"""", ""temperature"": ""object mapping \""X\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 37.93992578983307, ""c_rate"": 0.4219695894912995, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1065.1717375187095, ""dynamic_viscosity_pa_s"": 0.0037489938687978, ""specific_heat_j_kgk"": 3309.632873530557, ""thermal_conductivity_w_mk"": 0.3888648569245149}, ""external_htc_w_m2k"": 9.32577846944332, ""flow_lpm"": 1.3796187967031657, ""heat_w"": {""cells"": 290.8293508595493, ""interconnects"": 5.688451779669334, ""total"": 296.51780263921864}, ""inlet_temperature_c"": 19.542486264201965, ""operation"": ""discharge"", ""soc"": 0.1570729952771216, ""soh"": 0.7460976080968975}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 280.0, ""cell_count"": 16, ""cell_dimensions_mm"": {""height"": 207.2, ""length"": 71.7, ""width"": 173.7}, ""cell_family"": ""eve_lf280k_v3"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 4.963519599288702, ""chemistry"": ""LFP/graphite"", ""columns"": 8, ""interstitial"": ""potting"", ""plate_coverage"": 0.9199377359327572, ""rows"": 2, ""tim_thickness_mm"": 0.8496928459499031}, ""plate"": {""channel_diameter_mm"": 3.2576786327342324, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 14.25, ""inlet_face"": ""left"", ""layout"": ""parallel"", ""length_mm"": 639.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 2.6253140438348055, ""outlet_face"": ""right"", ""parallel_paths"": 10, ""port_diameter_mm"": 7.052646179846697, ""turns"": 0, ""width_mm"": 381.0}, ""runs"": [{""ambient_temperature_c"": 33.36282645352185, ""c_rate"": 0.2951619857771795, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 996.8735492105476, ""dynamic_viscosity_pa_s"": 0.000876594266837, ""specific_heat_j_kgk"": 4181.050355006272, ""thermal_conductivity_w_mk"": 0.6076069238459296}, ""external_htc_w_m2k"": 5.726031335070729, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 41.954681229603416, ""interconnects"": 4.654648179210077, ""total"": 46.609329408813494}, ""inlet_temperature_c"": 25.6703143985942, ""operation"": ""charge"", ""soc"": 0.9005810480099171, ""soh"": 0.8042231581173837}, {""ambient_temperature_c"": 26.999458353966475, ""c_rate"": 0.8403814239535934, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1034.1722345461012, ""dynamic_viscosity_pa_s"": 0.0016837251036965, ""specific_heat_j_kgk"": 3744.280523605699, ""thermal_conductivity_w_mk"": 0.4731407014708477}, ""external_htc_w_m2k"": 9.750669479370115, ""flow_lpm"": 1.0997646845202036, ""heat_w"": {""cells"": 841.708586281482, ""interconnects"": 9.999984831711028, ""total"": 851.708571113193}, ""inlet_temperature_c"": 28.97005914337933, ""operation"": ""discharge"", ""soc"": 0.5233191665261984, ""soh"": 0.8544550463557243}, {""ambient_temperature_c"": 20.4688174277544, ""c_rate"": 0.602798020888849, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.5596773691948, ""dynamic_viscosity_pa_s"": 0.0012526878242589, ""specific_heat_j_kgk"": 4192.915696761085, ""thermal_conductivity_w_mk"": 0.5818031947528303}, ""external_htc_w_m2k"": 5.06402281858027, ""flow_lpm"": 0.7071899595267448, ""heat_w"": {""cells"": 154.69191612610126, ""interconnects"": 11.049579443015586, ""total"": 165.74149556911684}, ""inlet_temperature_c"": 11.46337621845305, ""operation"": ""charge"", ""soc"": 0.6290158892981708, ""soh"": 0.9958478004671631}]}",,"{""dP_kPa"": {""X"": 3.21198672583251}, ""limits_C"": {""X"": 37.5}, ""peak_C"": {""X"": 40.13250122070315}, ""pressure"": {""X"": ""pass""}, ""pressure_limits_kPa"": {""X"": 3.76}, ""rise_K"": {""X"": 20.590014956501193}, ""temperature"": {""X"": ""fail""}}","{""params"": {}, ""scorer"": ""duty_signoff""}","{""duty_modes"": [""controller_selected""], ""duty_regimes"": [""load_dominated""], ""interstitial"": ""potting"", ""pressure_signoff"": ""pass"", ""quick_right"": false, ""reference_right"": true, ""shown_runs"": 3, ""signoff"": ""fail"", ""training_format"": ""signoff_1d3r""}","{""answer_case_names"": [""case12337""], ""case_names"": [""case12339"", ""case12340"", ""case12338"", ""case12337""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case12337""], ""geometry_ids"": [""geom_1dd53b71ce2fa77c"", ""geom_1dd53b71ce2fa77c"", ""geom_1dd53b71ce2fa77c"", ""geom_1dd53b71ce2fa77c""], ""run_cases"": [""case12339"", ""case12340"", ""case12338""], ""solve_signatures"": 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ejb-training-0.1-train_val-campaign-00186-b096d3,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The five planned test points are listed below. Six result sheets came back from the rig, but their labels were lost and some entries are illegible. Five belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 44 x 18650 cylindrical cell (Molicel P22S class) (2.20 Ah, INR layered oxide, 18.6 mm diameter x 65.2 mm tall) in staggered rows of 4 rows x 11 columns, 5.2 mm cell spacing; no thermal-interface pads (cells sit directly on the plate); solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headered serpentine plate, 296 x 120 x 5.75 mm; 1 serpentine circuit(s) with 6 turns each, fed from headers; channel diameter 2.35 mm, flow across the plate width (y); ports 2.35 mm on the front (inlet) and back (outlet) faces; minimum wall 1.1 mm. Planned test points 1: Coolant water at 17.9 °C inlet, 0.100 L/min (density 998.6 kg/m³, cp 4186 J/kgK, viscosity 1.05 mPa·s). Ambient 18.2 °C, external heat-transfer coefficient 3.5 W/m²K on exposed surfaces. Load: charge at 1.55C, SOC 64%, state of health 99%; total heat generation 16.0 W (15.4 W in cells, 0.556 W in terminals/interconnects, applied uniformly). 2: Coolant water at 21.4 °C inlet, 0.100 L/min (density 997.9 kg/m³, cp 4183 J/kgK, viscosity 0.967 mPa·s). Ambient 37.7 °C, external heat-transfer coefficient 6.9 W/m²K on exposed surfaces. Load: discharge at 1.19C, SOC 60%, state of health 83%; total heat generation 11.9 W (11.3 W in cells, 0.562 W in terminals/interconnects, applied uniformly). 3: Coolant 50 wt% ethylene glycol / water at 22.3 °C inlet, 0.112 L/min (density 1064 kg/m³, cp 3324 J/kgK, viscosity 3.43 mPa·s). Ambient 36.2 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 1.65C, SOC 36%, state of health 90%; total heat generation 29.1 W (28.1 W in cells, 1.02 W in terminals/interconnects, applied uniformly). 4: Coolant 30 wt% ethylene glycol / water at 24.4 °C inlet, 0.100 L/min (density 1036 kg/m³, cp 3731 J/kgK, viscosity 1.90 mPa·s). Ambient 23.8 °C, external heat-transfer coefficient 9.4 W/m²K on exposed surfaces. Load: charge at 1.12C, SOC 51%, state of health 76%; total heat generation 10.4 W (9.16 W in cells, 1.19 W in terminals/interconnects, applied uniformly). 5: Coolant 30 wt% ethylene glycol / water at 10.3 °C inlet, 0.100 L/min (density 1042 kg/m³, cp 3690 J/kgK, viscosity 2.95 mPa·s). Ambient 26.6 °C, external heat-transfer coefficient 5.0 W/m²K on exposed surfaces. Load: discharge at 0.730C, SOC 78%, state of health 96%; total heat generation 2.85 W (2.59 W in cells, 0.267 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 13.8 K; cell spread 9.74 K; coolant rise 3.74 K; pressure drop illegible B peak cell rise 9.76 K; cell spread 7.71 K; coolant rise 4.23 K; pressure drop 4.71 kPa C peak cell rise 12.4 K; cell spread 8.83 K; coolant rise 6.27 K; pressure drop 12.7 kPa D peak cell rise 2.99 K; cell spread 2.51 K; coolant rise 1.08 K; pressure drop illegible E peak cell rise 7.54 K; cell spread 5.88 K; coolant rise illegible; pressure drop 9.78 kPa F peak cell rise 4.29 K; cell spread 3.47 K; coolant rise illegible; pressure drop 4.98 kPa Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 40.0 °C): Coolant 50 wt% ethylene glycol / water at 28.9 °C inlet, 0.318 L/min (density 1060 kg/m³, cp 3358 J/kgK, viscosity 2.82 mPa·s). Ambient 40.0 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 2.20C, SOC 26%, state of health 80%; total heat generation 59.8 W (59.1 W in cells, 0.791 W in terminals/interconnects, applied uniformly). Duty Y (limit 20.5 °C): Coolant 30 wt% ethylene glycol / water at 11.0 °C inlet, 0.100 L/min (density 1041 kg/m³, cp 3691 J/kgK, viscosity 2.89 mPa·s). Ambient 29.9 °C, external heat-transfer coefficient 7.5 W/m²K on exposed surfaces. Load: discharge at 0.524C, SOC 17%, state of health 73%; total heat generation 8.51 W (8.42 W in cells, 0.0952 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""5\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 39.98183668591082, ""c_rate"": 2.2045489887322827, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1060.03876453829, ""dynamic_viscosity_pa_s"": 0.0028176622430666, ""specific_heat_j_kgk"": 3357.813735088916, ""thermal_conductivity_w_mk"": 0.3946440215055439}, ""external_htc_w_m2k"": 10.513910670764744, ""flow_lpm"": 0.3180519450879221, ""heat_w"": {""cells"": 59.05226617635575, ""interconnects"": 0.7906918203600667, ""total"": 59.84295799671582}, ""inlet_temperature_c"": 28.86417045723647, ""operation"": ""discharge"", ""soc"": 0.2641116651240736, ""soh"": 0.7957529038190841}, {""ambient_temperature_c"": 29.909788854420185, ""c_rate"": 0.5240345455330847, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1041.478801949971, ""dynamic_viscosity_pa_s"": 0.0028878313520274, ""specific_heat_j_kgk"": 3691.380456262823, ""thermal_conductivity_w_mk"": 0.4564127214163387}, ""external_htc_w_m2k"": 7.510554919950664, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 8.41657946852815, ""interconnects"": 0.0951573809083202, ""total"": 8.51173684943647}, ""inlet_temperature_c"": 10.95480144946522, ""operation"": ""discharge"", ""soc"": 0.1712907184846699, ""soh"": 0.7318276392295956}], ""pack"": {""arrangement"": ""staggered_rows"", ""capacity_ah"": 2.2, ""cell_count"": 44, ""cell_dimensions_mm"": {""diameter"": 18.6, ""height"": 65.2}, ""cell_family"": ""molicel_18650"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 5.220385600626469, ""chemistry"": ""INR layered oxide"", ""columns"": 11, ""interstitial"": ""potting"", ""plate_coverage"": 0.7687165169280068, ""rows"": 4, ""tim_thickness_mm"": null}, ""planned_points"": [{""ambient_temperature_c"": 18.170739505439997, ""c_rate"": 1.5510430731704412, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.6132229704596, ""dynamic_viscosity_pa_s"": 0.0010547800863693, ""specific_heat_j_kgk"": 4185.650947994697, ""thermal_conductivity_w_mk"": 0.5942736522769986}, ""external_htc_w_m2k"": 3.487010140903294, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 15.433475283006704, ""interconnects"": 0.5563132769403321, ""total"": 15.989788559947035}, ""inlet_temperature_c"": 17.920903276486793, ""operation"": ""charge"", ""soc"": 0.6441930641885847, ""soh"": 0.9853491867892444}, {""ambient_temperature_c"": 37.69375840201974, ""c_rate"": 1.1886974367742469, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 997.899221805199, ""dynamic_viscosity_pa_s"": 0.0009672614644735, ""specific_heat_j_kgk"": 4183.1137036366035, ""thermal_conductivity_w_mk"": 0.6005287423591699}, ""external_htc_w_m2k"": 6.850836234167218, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 11.289741425589645, ""interconnects"": 0.5617228535439188, ""total"": 11.851464279133562}, ""inlet_temperature_c"": 21.439287281900285, ""operation"": ""discharge"", ""soc"": 0.6024525889661163, ""soh"": 0.8263907240703702}, {""ambient_temperature_c"": 36.22316488996148, ""c_rate"": 1.6493082815155578, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1063.6775079331576, ""dynamic_viscosity_pa_s"": 0.003427527100064, ""specific_heat_j_kgk"": 3324.2292471669366, ""thermal_conductivity_w_mk"": 0.3905911282352063}, ""external_htc_w_m2k"": 10.512488957494496, ""flow_lpm"": 0.1124702422412243, ""heat_w"": {""cells"": 28.072267591540783, ""interconnects"": 1.0172215439908234, ""total"": 29.08948913553161}, 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""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-polymesh-flow-gate+native-polymesh-bounded-pressure-recovery+native-polymesh-fixed-outlet-handoff+native-polymesh-point-velocity-trust+native-polymesh-mass-recovery-cut+native-polymesh-zero-hot-cell-speed-rail+native-polymesh-progressive-mass-recovery+native-polymesh-owner-window-cfl-recovery+flow-gate-fixed-outlet-pressure-drop+cutcell-face-normal-boundary-distance+cutcell-postclosure-owner-dose+durable-flow-restart+sealed-gap-buoyancy-gate+acm-potential-wall-ramp+acm-reference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-09-v3\""""], ""stray_case"": ""case13370""}" ejb-training-0.1-train_val-campaign-00187-8fa0a7,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The five planned test points are listed below. Six result sheets came back from the rig, but their labels were lost and some entries are illegible. Five belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 44 x 18650 cylindrical cell (Molicel P22S class) (2.20 Ah, INR layered oxide, 18.6 mm diameter x 65.2 mm tall) in staggered rows of 4 rows x 11 columns, 5.2 mm cell spacing; no thermal-interface pads (cells sit directly on the plate); solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headered serpentine plate, 296 x 120 x 5.75 mm; 1 serpentine circuit(s) with 6 turns each, fed from headers; channel diameter 2.35 mm, flow across the plate width (y); ports 2.35 mm on the front (inlet) and back (outlet) faces; minimum wall 1.1 mm. Planned test points 1: Coolant 50 wt% ethylene glycol / water at 22.3 °C inlet, 0.112 L/min (density 1064 kg/m³, cp 3324 J/kgK, viscosity 3.43 mPa·s). Ambient 36.2 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 1.65C, SOC 36%, state of health 90%; total heat generation 29.1 W (28.1 W in cells, 1.02 W in terminals/interconnects, applied uniformly). 2: Coolant water at 17.9 °C inlet, 0.100 L/min (density 998.6 kg/m³, cp 4186 J/kgK, viscosity 1.05 mPa·s). Ambient 18.2 °C, external heat-transfer coefficient 3.5 W/m²K on exposed surfaces. Load: charge at 1.55C, SOC 64%, state of health 99%; total heat generation 16.0 W (15.4 W in cells, 0.556 W in terminals/interconnects, applied uniformly). 3: Coolant water at 21.4 °C inlet, 0.100 L/min (density 997.9 kg/m³, cp 4183 J/kgK, viscosity 0.967 mPa·s). Ambient 37.7 °C, external heat-transfer coefficient 6.9 W/m²K on exposed surfaces. Load: discharge at 1.19C, SOC 60%, state of health 83%; total heat generation 11.9 W (11.3 W in cells, 0.562 W in terminals/interconnects, applied uniformly). 4: Coolant 30 wt% ethylene glycol / water at 24.4 °C inlet, 0.100 L/min (density 1036 kg/m³, cp 3731 J/kgK, viscosity 1.90 mPa·s). Ambient 23.8 °C, external heat-transfer coefficient 9.4 W/m²K on exposed surfaces. Load: charge at 1.12C, SOC 51%, state of health 76%; total heat generation 10.4 W (9.16 W in cells, 1.19 W in terminals/interconnects, applied uniformly). 5: Coolant 30 wt% ethylene glycol / water at 10.3 °C inlet, 0.100 L/min (density 1042 kg/m³, cp 3690 J/kgK, viscosity 2.95 mPa·s). Ambient 26.6 °C, external heat-transfer coefficient 5.0 W/m²K on exposed surfaces. Load: discharge at 0.730C, SOC 78%, state of health 96%; total heat generation 2.85 W (2.59 W in cells, 0.267 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 9.50 K; cell spread 6.63 K; coolant rise illegible; pressure drop 4.22 kPa B peak cell rise 12.4 K; cell spread 8.83 K; coolant rise 6.27 K; pressure drop 12.7 kPa C peak cell rise 2.99 K; cell spread 2.51 K; coolant rise 1.08 K; pressure drop illegible D peak cell rise 7.54 K; cell spread 5.88 K; coolant rise 2.95 K; pressure drop 9.78 kPa E peak cell rise 9.76 K; cell spread 7.71 K; coolant rise 4.23 K; pressure drop illegible F peak cell rise 4.29 K; cell spread 3.47 K; coolant rise illegible; pressure drop 4.98 kPa Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 20.5 °C): Coolant 30 wt% ethylene glycol / water at 11.0 °C inlet, 0.100 L/min (density 1041 kg/m³, cp 3691 J/kgK, viscosity 2.89 mPa·s). Ambient 29.9 °C, external heat-transfer coefficient 7.5 W/m²K on exposed surfaces. Load: discharge at 0.524C, SOC 17%, state of health 73%; total heat generation 8.51 W (8.42 W in cells, 0.0952 W in terminals/interconnects, applied uniformly). Duty Y (limit 15.5 °C): Coolant water at 11.5 °C inlet, 0.129 L/min (density 999.6 kg/m³, cp 4193 J/kgK, viscosity 1.25 mPa·s). Ambient 19.5 °C, external heat-transfer coefficient 4.5 W/m²K on exposed surfaces. Load: charge at 0.263C, SOC 55%, state of health 92%; total heat generation 0.461 W (0.436 W in cells, 0.0251 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""5\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 29.909788854420185, ""c_rate"": 0.5240345455330847, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1041.478801949971, ""dynamic_viscosity_pa_s"": 0.0028878313520274, ""specific_heat_j_kgk"": 3691.380456262823, ""thermal_conductivity_w_mk"": 0.4564127214163387}, ""external_htc_w_m2k"": 7.510554919950664, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 8.41657946852815, ""interconnects"": 0.0951573809083202, ""total"": 8.51173684943647}, ""inlet_temperature_c"": 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eference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-09-v3\""""], ""stray_case"": ""case13371""}" ejb-training-0.1-train_val-campaign-00188-786a60,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The five planned test points are listed below. Six result sheets came back from the rig, but their labels were lost and some entries are illegible. Five belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 44 x 18650 cylindrical cell (Molicel P22S class) (2.20 Ah, INR layered oxide, 18.6 mm diameter x 65.2 mm tall) in staggered rows of 4 rows x 11 columns, 5.2 mm cell spacing; no thermal-interface pads (cells sit directly on the plate); solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headered serpentine plate, 296 x 120 x 5.75 mm; 1 serpentine circuit(s) with 6 turns each, fed from headers; channel diameter 2.35 mm, flow across the plate width (y); ports 2.35 mm on the front (inlet) and back (outlet) faces; minimum wall 1.1 mm. Planned test points 1: Coolant 30 wt% ethylene glycol / water at 10.3 °C inlet, 0.100 L/min (density 1042 kg/m³, cp 3690 J/kgK, viscosity 2.95 mPa·s). Ambient 26.6 °C, external heat-transfer coefficient 5.0 W/m²K on exposed surfaces. Load: discharge at 0.730C, SOC 78%, state of health 96%; total heat generation 2.85 W (2.59 W in cells, 0.267 W in terminals/interconnects, applied uniformly). 2: Coolant water at 17.9 °C inlet, 0.100 L/min (density 998.6 kg/m³, cp 4186 J/kgK, viscosity 1.05 mPa·s). Ambient 18.2 °C, external heat-transfer coefficient 3.5 W/m²K on exposed surfaces. Load: charge at 1.55C, SOC 64%, state of health 99%; total heat generation 16.0 W (15.4 W in cells, 0.556 W in terminals/interconnects, applied uniformly). 3: Coolant 50 wt% ethylene glycol / water at 22.3 °C inlet, 0.112 L/min (density 1064 kg/m³, cp 3324 J/kgK, viscosity 3.43 mPa·s). Ambient 36.2 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 1.65C, SOC 36%, state of health 90%; total heat generation 29.1 W (28.1 W in cells, 1.02 W in terminals/interconnects, applied uniformly). 4: Coolant water at 11.5 °C inlet, 0.129 L/min (density 999.6 kg/m³, cp 4193 J/kgK, viscosity 1.25 mPa·s). Ambient 19.5 °C, external heat-transfer coefficient 4.5 W/m²K on exposed surfaces. Load: charge at 0.263C, SOC 55%, state of health 92%; total heat generation 0.461 W (0.436 W in cells, 0.0251 W in terminals/interconnects, applied uniformly). 5: Coolant water at 21.4 °C inlet, 0.100 L/min (density 997.9 kg/m³, cp 4183 J/kgK, viscosity 0.967 mPa·s). Ambient 37.7 °C, external heat-transfer coefficient 6.9 W/m²K on exposed surfaces. Load: discharge at 1.19C, SOC 60%, state of health 83%; total heat generation 11.9 W (11.3 W in cells, 0.562 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 12.4 K; cell spread 8.83 K; coolant rise illegible; pressure drop 12.7 kPa B peak cell rise 4.29 K; cell spread 3.47 K; coolant rise 1.97 K; pressure drop illegible C peak cell rise 9.76 K; cell spread 7.71 K; coolant rise 4.23 K; pressure drop 4.71 kPa D peak cell rise 3.12 K; cell spread 2.64 K; coolant rise 0.942 K; pressure drop 7.82 kPa E peak cell rise 7.54 K; cell spread 5.88 K; coolant rise 2.95 K; pressure drop illegible F peak cell rise 6.16 K; cell spread 4.24 K; coolant rise illegible; pressure drop 7.80 kPa Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 40.0 °C): Coolant 50 wt% ethylene glycol / water at 28.9 °C inlet, 0.318 L/min (density 1060 kg/m³, cp 3358 J/kgK, viscosity 2.82 mPa·s). Ambient 40.0 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 2.20C, SOC 26%, state of health 80%; total heat generation 59.8 W (59.1 W in cells, 0.791 W in terminals/interconnects, applied uniformly). Duty Y (limit 20.0 °C): Coolant 30 wt% ethylene glycol / water at 11.0 °C inlet, 0.100 L/min (density 1041 kg/m³, cp 3691 J/kgK, viscosity 2.89 mPa·s). Ambient 29.9 °C, external heat-transfer coefficient 7.5 W/m²K on exposed surfaces. Load: discharge at 0.524C, SOC 17%, state of health 73%; total heat generation 8.51 W (8.42 W in cells, 0.0952 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""5\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 39.98183668591082, ""c_rate"": 2.2045489887322827, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1060.03876453829, ""dynamic_viscosity_pa_s"": 0.0028176622430666, ""specific_heat_j_kgk"": 3357.813735088916, ""thermal_conductivity_w_mk"": 0.3946440215055439}, ""external_htc_w_m2k"": 10.513910670764744, ""flow_lpm"": 0.3180519450879221, ""heat_w"": {""cells"": 59.05226617635575, ""interconnects"": 0.7906918203600667, ""total"": 59.84295799671582}, ""inlet_temperature_c"": 28.86417045723647, ""operation"": ""discharge"", ""soc"": 0.2641116651240736, ""soh"": 0.7957529038190841}, {""ambient_temperature_c"": 29.909788854420185, ""c_rate"": 0.5240345455330847, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1041.478801949971, ""dynamic_viscosity_pa_s"": 0.0028878313520274, ""specific_heat_j_kgk"": 3691.380456262823, ""thermal_conductivity_w_mk"": 0.4564127214163387}, ""external_htc_w_m2k"": 7.510554919950664, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 8.41657946852815, ""interconnects"": 0.0951573809083202, ""total"": 8.51173684943647}, ""inlet_temperature_c"": 10.95480144946522, ""operation"": ""discharge"", ""soc"": 0.1712907184846699, ""soh"": 0.7318276392295956}], ""pack"": {""arrangement"": ""staggered_rows"", ""capacity_ah"": 2.2, ""cell_count"": 44, ""cell_dimensions_mm"": {""diameter"": 18.6, ""height"": 65.2}, ""cell_family"": ""molicel_18650"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 5.220385600626469, ""chemistry"": ""INR layered oxide"", ""columns"": 11, ""interstitial"": ""potting"", ""plate_coverage"": 0.7687165169280068, ""rows"": 4, ""tim_thickness_mm"": null}, ""planned_points"": [{""ambient_temperature_c"": 26.55866725370288, ""c_rate"": 0.7296619021055999, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1041.6957502717385, ""dynamic_viscosity_pa_s"": 0.0029489971390908, ""specific_heat_j_kgk"": 3689.5214788915505, ""thermal_conductivity_w_mk"": 0.4558264524542108}, ""external_htc_w_m2k"": 4.984741707332432, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 2.5871130506553093, ""interconnects"": 0.2672709999312422, ""total"": 2.854384050586551}, ""inlet_temperature_c"": 10.33619542606175, ""operation"": ""discharge"", ""soc"": 0.7813358925748616, ""soh"": 0.9550094708800316}, {""ambient_temperature_c"": 18.170739505439997, ""c_rate"": 1.5510430731704412, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.6132229704596, ""dynamic_viscosity_pa_s"": 0.0010547800863693, ""specific_heat_j_kgk"": 4185.650947994697, ""thermal_conductivity_w_mk"": 0.5942736522769986}, ""external_htc_w_m2k"": 3.487010140903294, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 15.433475283006704, ""interconnects"": 0.5563132769403321, ""total"": 15.989788559947035}, ""inlet_temperature_c"": 17.920903276486793, ""operation"": ""charge"", ""soc"": 0.6441930641885847, ""soh"": 0.9853491867892444}, {""ambient_temperature_c"": 36.22316488996148, ""c_rate"": 1.6493082815155578, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1063.6775079331576, ""dynamic_viscosity_pa_s"": 0.003427527100064, ""specific_heat_j_kgk"": 3324.2292471669366, ""thermal_conductivity_w_mk"": 0.3905911282352063}, ""external_htc_w_m2k"": 10.512488957494496, ""flow_lpm"": 0.1124702422412243, ""heat_w"": {""cells"": 28.072267591540783, ""interconnects"": 1.0172215439908234, ""total"": 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""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-polymesh-flow-gate+native-polymesh-bounded-pressure-recovery+native-polymesh-fixed-outlet-handoff+native-polymesh-point-velocity-trust+native-polymesh-mass-recovery-cut+native-polymesh-zero-hot-cell-speed-rail+native-polymesh-progressive-mass-recovery+native-polymesh-owner-window-cfl-recovery+flow-gate-fixed-outlet-pressure-drop+cutcell-face-normal-boundary-distance+cutcell-postclosure-owner-dose+durable-flow-restart+sealed-gap-buoyancy-gate+acm-potential-wall-ramp+acm-reference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-09-v3\""""], ""stray_case"": ""case11747""}" ejb-training-0.1-train_val-campaign-00191-f49701,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The four planned test points are listed below. Five result sheets came back from the rig, but their labels were lost and some entries are illegible. Four belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 44 x 18650 cylindrical cell (Molicel P22S class) (2.20 Ah, INR layered oxide, 18.6 mm diameter x 65.2 mm tall) in staggered rows of 4 rows x 11 columns, 5.2 mm cell spacing; no thermal-interface pads (cells sit directly on the plate); solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headered serpentine plate, 296 x 120 x 5.75 mm; 1 serpentine circuit(s) with 6 turns each, fed from headers; channel diameter 2.35 mm, flow across the plate width (y); ports 2.35 mm on the front (inlet) and back (outlet) faces; minimum wall 1.1 mm. Planned test points 1: Coolant water at 21.4 °C inlet, 0.100 L/min (density 997.9 kg/m³, cp 4183 J/kgK, viscosity 0.967 mPa·s). Ambient 37.7 °C, external heat-transfer coefficient 6.9 W/m²K on exposed surfaces. Load: discharge at 1.19C, SOC 60%, state of health 83%; total heat generation 11.9 W (11.3 W in cells, 0.562 W in terminals/interconnects, applied uniformly). 2: Coolant 30 wt% ethylene glycol / water at 10.3 °C inlet, 0.100 L/min (density 1042 kg/m³, cp 3690 J/kgK, viscosity 2.95 mPa·s). Ambient 26.6 °C, external heat-transfer coefficient 5.0 W/m²K on exposed surfaces. Load: discharge at 0.730C, SOC 78%, state of health 96%; total heat generation 2.85 W (2.59 W in cells, 0.267 W in terminals/interconnects, applied uniformly). 3: Coolant 50 wt% ethylene glycol / water at 22.3 °C inlet, 0.112 L/min (density 1064 kg/m³, cp 3324 J/kgK, viscosity 3.43 mPa·s). Ambient 36.2 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 1.65C, SOC 36%, state of health 90%; total heat generation 29.1 W (28.1 W in cells, 1.02 W in terminals/interconnects, applied uniformly). 4: Coolant 30 wt% ethylene glycol / water at 11.0 °C inlet, 0.100 L/min (density 1041 kg/m³, cp 3691 J/kgK, viscosity 2.89 mPa·s). Ambient 29.9 °C, external heat-transfer coefficient 7.5 W/m²K on exposed surfaces. Load: discharge at 0.524C, SOC 17%, state of health 73%; total heat generation 8.51 W (8.42 W in cells, 0.0952 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 7.54 K; cell spread 5.88 K; coolant rise 2.95 K; pressure drop illegible B peak cell rise 10.9 K; cell spread 8.27 K; coolant rise illegible; pressure drop 9.65 kPa C peak cell rise 9.76 K; cell spread 7.71 K; coolant rise 4.23 K; pressure drop 4.71 kPa D peak cell rise 12.4 K; cell spread 8.83 K; coolant rise illegible; pressure drop 12.7 kPa E peak cell rise 10.7 K; cell spread 5.73 K; coolant rise 8.88 K; pressure drop illegible Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 44.5 °C): Coolant 50 wt% ethylene glycol / water at 28.9 °C inlet, 0.318 L/min (density 1060 kg/m³, cp 3358 J/kgK, viscosity 2.82 mPa·s). Ambient 40.0 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 2.20C, SOC 26%, state of health 80%; total heat generation 59.8 W (59.1 W in cells, 0.791 W in terminals/interconnects, applied uniformly). Duty Y (limit 14.0 °C): Coolant water at 11.5 °C inlet, 0.129 L/min (density 999.6 kg/m³, cp 4193 J/kgK, viscosity 1.25 mPa·s). Ambient 19.5 °C, external heat-transfer coefficient 4.5 W/m²K on exposed surfaces. Load: charge at 0.263C, SOC 55%, state of health 92%; total heat generation 0.461 W (0.436 W in cells, 0.0251 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""4\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 39.98183668591082, ""c_rate"": 2.2045489887322827, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1060.03876453829, ""dynamic_viscosity_pa_s"": 0.0028176622430666, ""specific_heat_j_kgk"": 3357.813735088916, ""thermal_conductivity_w_mk"": 0.3946440215055439}, ""external_htc_w_m2k"": 10.513910670764744, ""flow_lpm"": 0.3180519450879221, ""heat_w"": {""cells"": 59.05226617635575, ""interconnects"": 0.7906918203600667, ""total"": 59.84295799671582}, 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eference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-09-v3\""""], ""stray_case"": ""case04212""}" ejb-training-0.1-train_val-campaign-00193-b5839b,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The four planned test points are listed below. Five result sheets came back from the rig, but their labels were lost and some entries are illegible. Four belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 44 x 18650 cylindrical cell (Molicel P22S class) (2.20 Ah, INR layered oxide, 18.6 mm diameter x 65.2 mm tall) in staggered rows of 4 rows x 11 columns, 5.2 mm cell spacing; no thermal-interface pads (cells sit directly on the plate); solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headered serpentine plate, 296 x 120 x 5.75 mm; 1 serpentine circuit(s) with 6 turns each, fed from headers; channel diameter 2.35 mm, flow across the plate width (y); ports 2.35 mm on the front (inlet) and back (outlet) faces; minimum wall 1.1 mm. Planned test points 1: Coolant water at 17.9 °C inlet, 0.100 L/min (density 998.6 kg/m³, cp 4186 J/kgK, viscosity 1.05 mPa·s). Ambient 18.2 °C, external heat-transfer coefficient 3.5 W/m²K on exposed surfaces. Load: charge at 1.55C, SOC 64%, state of health 99%; total heat generation 16.0 W (15.4 W in cells, 0.556 W in terminals/interconnects, applied uniformly). 2: Coolant 30 wt% ethylene glycol / water at 11.0 °C inlet, 0.100 L/min (density 1041 kg/m³, cp 3691 J/kgK, viscosity 2.89 mPa·s). Ambient 29.9 °C, external heat-transfer coefficient 7.5 W/m²K on exposed surfaces. Load: discharge at 0.524C, SOC 17%, state of health 73%; total heat generation 8.51 W (8.42 W in cells, 0.0952 W in terminals/interconnects, applied uniformly). 3: Coolant 30 wt% ethylene glycol / water at 10.3 °C inlet, 0.100 L/min (density 1042 kg/m³, cp 3690 J/kgK, viscosity 2.95 mPa·s). Ambient 26.6 °C, external heat-transfer coefficient 5.0 W/m²K on exposed surfaces. Load: discharge at 0.730C, SOC 78%, state of health 96%; total heat generation 2.85 W (2.59 W in cells, 0.267 W in terminals/interconnects, applied uniformly). 4: Coolant 50 wt% ethylene glycol / water at 22.3 °C inlet, 0.112 L/min (density 1064 kg/m³, cp 3324 J/kgK, viscosity 3.43 mPa·s). Ambient 36.2 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 1.65C, SOC 36%, state of health 90%; total heat generation 29.1 W (28.1 W in cells, 1.02 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 10.9 K; cell spread 8.27 K; coolant rise 4.65 K; pressure drop illegible B peak cell rise 12.4 K; cell spread 8.83 K; coolant rise 6.27 K; pressure drop illegible C peak cell rise 7.54 K; cell spread 5.88 K; coolant rise 2.95 K; pressure drop 9.78 kPa D peak cell rise 4.29 K; cell spread 3.47 K; coolant rise illegible; pressure drop 4.98 kPa E peak cell rise 10.0 K; cell spread 6.44 K; coolant rise illegible; pressure drop 7.59 kPa Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 40.5 °C): Coolant 50 wt% ethylene glycol / water at 28.9 °C inlet, 0.318 L/min (density 1060 kg/m³, cp 3358 J/kgK, viscosity 2.82 mPa·s). Ambient 40.0 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 2.20C, SOC 26%, state of health 80%; total heat generation 59.8 W (59.1 W in cells, 0.791 W in terminals/interconnects, applied uniformly). Duty Y (limit 14.0 °C): Coolant water at 11.5 °C inlet, 0.129 L/min (density 999.6 kg/m³, cp 4193 J/kgK, viscosity 1.25 mPa·s). Ambient 19.5 °C, external heat-transfer coefficient 4.5 W/m²K on exposed surfaces. Load: charge at 0.263C, SOC 55%, state of health 92%; total heat generation 0.461 W (0.436 W in cells, 0.0251 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""4\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 39.98183668591082, ""c_rate"": 2.2045489887322827, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1060.03876453829, ""dynamic_viscosity_pa_s"": 0.0028176622430666, ""specific_heat_j_kgk"": 3357.813735088916, ""thermal_conductivity_w_mk"": 0.3946440215055439}, ""external_htc_w_m2k"": 10.513910670764744, ""flow_lpm"": 0.3180519450879221, ""heat_w"": {""cells"": 59.05226617635575, ""interconnects"": 0.7906918203600667, ""total"": 59.84295799671582}, ""inlet_temperature_c"": 28.86417045723647, ""operation"": ""discharge"", ""soc"": 0.2641116651240736, ""soh"": 0.7957529038190841}, {""ambient_temperature_c"": 19.51892828568816, ""c_rate"": 0.2631583368353705, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.5566933639142, ""dynamic_viscosity_pa_s"": 0.001251710520493, ""specific_heat_j_kgk"": 4192.8755105518885, ""thermal_conductivity_w_mk"": 0.5818599298062822}, ""external_htc_w_m2k"": 4.485077901743352, ""flow_lpm"": 0.1285159129460882, ""heat_w"": {""cells"": 0.4355253930057542, ""interconnects"": 0.0251089431913164, ""total"": 0.4606343361970707}, ""inlet_temperature_c"": 11.49118534999663, ""operation"": ""charge"", ""soc"": 0.5513585301116108, ""soh"": 0.9178321939893066}], ""pack"": {""arrangement"": ""staggered_rows"", ""capacity_ah"": 2.2, ""cell_count"": 44, ""cell_dimensions_mm"": {""diameter"": 18.6, ""height"": 65.2}, ""cell_family"": ""molicel_18650"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 5.220385600626469, ""chemistry"": ""INR layered oxide"", ""columns"": 11, ""interstitial"": ""potting"", ""plate_coverage"": 0.7687165169280068, ""rows"": 4, ""tim_thickness_mm"": null}, ""planned_points"": [{""ambient_temperature_c"": 18.170739505439997, ""c_rate"": 1.5510430731704412, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.6132229704596, ""dynamic_viscosity_pa_s"": 0.0010547800863693, ""specific_heat_j_kgk"": 4185.650947994697, ""thermal_conductivity_w_mk"": 0.5942736522769986}, ""external_htc_w_m2k"": 3.487010140903294, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 15.433475283006704, ""interconnects"": 0.5563132769403321, ""total"": 15.989788559947035}, ""inlet_temperature_c"": 17.920903276486793, ""operation"": ""charge"", ""soc"": 0.6441930641885847, ""soh"": 0.9853491867892444}, {""ambient_temperature_c"": 29.909788854420185, ""c_rate"": 0.5240345455330847, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1041.478801949971, ""dynamic_viscosity_pa_s"": 0.0028878313520274, ""specific_heat_j_kgk"": 3691.380456262823, ""thermal_conductivity_w_mk"": 0.4564127214163387}, ""external_htc_w_m2k"": 7.510554919950664, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 8.41657946852815, ""interconnects"": 0.0951573809083202, ""total"": 8.51173684943647}, ""inlet_temperature_c"": 10.95480144946522, ""operation"": ""discharge"", ""soc"": 0.1712907184846699, ""soh"": 0.7318276392295956}, {""ambient_temperature_c"": 26.55866725370288, ""c_rate"": 0.7296619021055999, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1041.6957502717385, ""dynamic_viscosity_pa_s"": 0.0029489971390908, ""specific_heat_j_kgk"": 3689.5214788915505, ""thermal_conductivity_w_mk"": 0.4558264524542108}, ""external_htc_w_m2k"": 4.984741707332432, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 2.5871130506553093, ""interconnects"": 0.2672709999312422, ""total"": 2.854384050586551}, ""inlet_temperature_c"": 10.33619542606175, ""operation"": ""discharge"", ""soc"": 0.7813358925748616, ""soh"": 0.9550094708800316}, {""ambient_temperature_c"": 36.22316488996148, ""c_rate"": 1.6493082815155578, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1063.6775079331576, ""dynamic_viscosity_pa_s"": 0.003427527100064, ""specific_heat_j_kgk"": 3324.2292471669366, ""thermal_conductivity_w_mk"": 0.3905911282352063}, ""external_htc_w_m2k"": 10.512488957494496, ""flow_lpm"": 0.1124702422412243, ""heat_w"": {""cells"": 28.072267591540783, ""interconnects"": 1.0172215439908234, ""total"": 29.08948913553161}, ""inlet_temperature_c"": 22.327724592657443, ""operation"": ""discharge"", ""soc"": 0.3626286391168832, ""soh"": 0.8985276743769646}], ""plate"": {""channel_diameter_mm"": 2.352278718551614, ""flow_direction"": ""widthwise_y"", ""height_mm"": 5.75, ""inlet_face"": ""front"", ""layout"": ""serpentine"", ""length_mm"": 296.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.1253378968685863, ""outlet_face"": ""back"", ""parallel_paths"": 1, ""port_diameter_mm"": 2.352278718551614, ""turns"": 6, ""width_mm"": 120.0}}",,"{""limits_C"": {""X"": 40.5, ""Y"": 14.0}, ""links"": {""1"": ""D"", ""2"": ""A"", ""3"": ""C"", ""4"": ""B""}, ""misfiled"": ""E"", ""peak_C"": {""X"": 41.99086914062502, ""Y"": 14.612481689453148}, ""rise_K"": {""X"": 13.126698683388554, ""Y"": 3.121296339456535}, ""signoff"": {""X"": ""fail"", ""Y"": ""fail""}}","{""params"": {}, ""scorer"": ""campaign""}","{""duty_modes"": [""thermal_stress_tail"", ""hydraulic_exploration""], ""duty_regimes"": [""load_dominated"", ""ambient_heated""], ""fit_clearance_scales"": [26.68, 2.75], ""interstitial"": ""potting"", ""non_controller_duties"": 2, ""profile"": ""training"", ""signoff"": ""fail_fail"", ""stray_state"": ""rise"", ""training_format"": ""campaign_4p"", ""trap_duties"": 0, ""uniqueness_ratio"": 1.022}","{""answer_case_names"": [""case08005"", ""case08006"", ""case08002"", ""case08004"", ""case08007"", ""case08008"", ""case13522""], ""case_names"": [""case08005"", ""case08006"", ""case08002"", ""case08004"", ""case08007"", ""case08008"", ""case13522""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case08007"", ""case08008""], ""geometry_ids"": [""geom_111c94f7d8ad3d66"", ""geom_111c94f7d8ad3d66"", ""geom_111c94f7d8ad3d66"", ""geom_111c94f7d8ad3d66"", ""geom_111c94f7d8ad3d66"", ""geom_111c94f7d8ad3d66"", ""geom_238e4327fe17cdf7""], ""point_cases"": [""case08005"", ""case08006"", ""case08002"", ""case08004""], ""solve_signatures"": 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""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-polymesh-flow-gate+native-polymesh-bounded-pressure-recovery+native-polymesh-fixed-outlet-handoff+native-polymesh-point-velocity-trust+native-polymesh-mass-recovery-cut+native-polymesh-zero-hot-cell-speed-rail+native-polymesh-progressive-mass-recovery+native-polymesh-owner-window-cfl-recovery+flow-gate-fixed-outlet-pressure-drop+cutcell-face-normal-boundary-distance+cutcell-postclosure-owner-dose+durable-flow-restart+sealed-gap-buoyancy-gate+acm-potential-wall-ramp+acm-reference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-09-v3\""""], ""stray_case"": ""case13522""}" ejb-training-0.1-train_val-campaign-00195-6a382d,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The four planned test points are listed below. Five result sheets came back from the rig, but their labels were lost and some entries are illegible. Four belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 44 x 18650 cylindrical cell (Molicel P22S class) (2.20 Ah, INR layered oxide, 18.6 mm diameter x 65.2 mm tall) in staggered rows of 4 rows x 11 columns, 5.2 mm cell spacing; no thermal-interface pads (cells sit directly on the plate); solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headered serpentine plate, 296 x 120 x 5.75 mm; 1 serpentine circuit(s) with 6 turns each, fed from headers; channel diameter 2.35 mm, flow across the plate width (y); ports 2.35 mm on the front (inlet) and back (outlet) faces; minimum wall 1.1 mm. Planned test points 1: Coolant water at 11.5 °C inlet, 0.129 L/min (density 999.6 kg/m³, cp 4193 J/kgK, viscosity 1.25 mPa·s). Ambient 19.5 °C, external heat-transfer coefficient 4.5 W/m²K on exposed surfaces. Load: charge at 0.263C, SOC 55%, state of health 92%; total heat generation 0.461 W (0.436 W in cells, 0.0251 W in terminals/interconnects, applied uniformly). 2: Coolant water at 21.4 °C inlet, 0.100 L/min (density 997.9 kg/m³, cp 4183 J/kgK, viscosity 0.967 mPa·s). Ambient 37.7 °C, external heat-transfer coefficient 6.9 W/m²K on exposed surfaces. Load: discharge at 1.19C, SOC 60%, state of health 83%; total heat generation 11.9 W (11.3 W in cells, 0.562 W in terminals/interconnects, applied uniformly). 3: Coolant 50 wt% ethylene glycol / water at 22.3 °C inlet, 0.112 L/min (density 1064 kg/m³, cp 3324 J/kgK, viscosity 3.43 mPa·s). Ambient 36.2 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 1.65C, SOC 36%, state of health 90%; total heat generation 29.1 W (28.1 W in cells, 1.02 W in terminals/interconnects, applied uniformly). 4: Coolant 30 wt% ethylene glycol / water at 24.4 °C inlet, 0.100 L/min (density 1036 kg/m³, cp 3731 J/kgK, viscosity 1.90 mPa·s). Ambient 23.8 °C, external heat-transfer coefficient 9.4 W/m²K on exposed surfaces. Load: charge at 1.12C, SOC 51%, state of health 76%; total heat generation 10.4 W (9.16 W in cells, 1.19 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 2.99 K; cell spread 2.51 K; coolant rise illegible; pressure drop 7.35 kPa B peak cell rise 12.4 K; cell spread 8.83 K; coolant rise 6.27 K; pressure drop 12.7 kPa C peak cell rise 3.12 K; cell spread 2.64 K; coolant rise 0.942 K; pressure drop illegible D peak cell rise 10.7 K; cell spread 5.73 K; coolant rise 8.88 K; pressure drop illegible E peak cell rise 9.76 K; cell spread 7.71 K; coolant rise illegible; pressure drop 4.71 kPa Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 23.5 °C): Coolant 30 wt% ethylene glycol / water at 11.0 °C inlet, 0.100 L/min (density 1041 kg/m³, cp 3691 J/kgK, viscosity 2.89 mPa·s). Ambient 29.9 °C, external heat-transfer coefficient 7.5 W/m²K on exposed surfaces. Load: discharge at 0.524C, SOC 17%, state of health 73%; total heat generation 8.51 W (8.42 W in cells, 0.0952 W in terminals/interconnects, applied uniformly). Duty Y (limit 40.5 °C): Coolant 50 wt% ethylene glycol / water at 28.9 °C inlet, 0.318 L/min (density 1060 kg/m³, cp 3358 J/kgK, viscosity 2.82 mPa·s). Ambient 40.0 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 2.20C, SOC 26%, state of health 80%; total heat generation 59.8 W (59.1 W in cells, 0.791 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""4\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 29.909788854420185, ""c_rate"": 0.5240345455330847, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1041.478801949971, ""dynamic_viscosity_pa_s"": 0.0028878313520274, ""specific_heat_j_kgk"": 3691.380456262823, ""thermal_conductivity_w_mk"": 0.4564127214163387}, ""external_htc_w_m2k"": 7.510554919950664, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 8.41657946852815, ""interconnects"": 0.0951573809083202, ""total"": 8.51173684943647}, ""inlet_temperature_c"": 10.95480144946522, ""operation"": ""discharge"", ""soc"": 0.1712907184846699, ""soh"": 0.7318276392295956}, {""ambient_temperature_c"": 39.98183668591082, ""c_rate"": 2.2045489887322827, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1060.03876453829, ""dynamic_viscosity_pa_s"": 0.0028176622430666, ""specific_heat_j_kgk"": 3357.813735088916, ""thermal_conductivity_w_mk"": 0.3946440215055439}, ""external_htc_w_m2k"": 10.513910670764744, ""flow_lpm"": 0.3180519450879221, ""heat_w"": {""cells"": 59.05226617635575, ""interconnects"": 0.7906918203600667, ""total"": 59.84295799671582}, ""inlet_temperature_c"": 28.86417045723647, ""operation"": ""discharge"", ""soc"": 0.2641116651240736, ""soh"": 0.7957529038190841}], ""pack"": {""arrangement"": ""staggered_rows"", ""capacity_ah"": 2.2, ""cell_count"": 44, ""cell_dimensions_mm"": {""diameter"": 18.6, ""height"": 65.2}, ""cell_family"": ""molicel_18650"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 5.220385600626469, ""chemistry"": ""INR layered oxide"", ""columns"": 11, ""interstitial"": ""potting"", ""plate_coverage"": 0.7687165169280068, ""rows"": 4, ""tim_thickness_mm"": null}, ""planned_points"": [{""ambient_temperature_c"": 19.51892828568816, ""c_rate"": 0.2631583368353705, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.5566933639142, ""dynamic_viscosity_pa_s"": 0.001251710520493, ""specific_heat_j_kgk"": 4192.8755105518885, ""thermal_conductivity_w_mk"": 0.5818599298062822}, ""external_htc_w_m2k"": 4.485077901743352, ""flow_lpm"": 0.1285159129460882, ""heat_w"": {""cells"": 0.4355253930057542, ""interconnects"": 0.0251089431913164, ""total"": 0.4606343361970707}, ""inlet_temperature_c"": 11.49118534999663, ""operation"": ""charge"", ""soc"": 0.5513585301116108, ""soh"": 0.9178321939893066}, {""ambient_temperature_c"": 37.69375840201974, ""c_rate"": 1.1886974367742469, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 997.899221805199, ""dynamic_viscosity_pa_s"": 0.0009672614644735, ""specific_heat_j_kgk"": 4183.1137036366035, ""thermal_conductivity_w_mk"": 0.6005287423591699}, ""external_htc_w_m2k"": 6.850836234167218, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 11.289741425589645, ""interconnects"": 0.5617228535439188, ""total"": 11.851464279133562}, ""inlet_temperature_c"": 21.439287281900285, ""operation"": ""discharge"", ""soc"": 0.6024525889661163, ""soh"": 0.8263907240703702}, {""ambient_temperature_c"": 36.22316488996148, ""c_rate"": 1.6493082815155578, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1063.6775079331576, ""dynamic_viscosity_pa_s"": 0.003427527100064, ""specific_heat_j_kgk"": 3324.2292471669366, ""thermal_conductivity_w_mk"": 0.3905911282352063}, ""external_htc_w_m2k"": 10.512488957494496, ""flow_lpm"": 0.1124702422412243, ""heat_w"": {""cells"": 28.072267591540783, ""interconnects"": 1.0172215439908234, ""total"": 29.08948913553161}, ""inlet_temperature_c"": 22.327724592657443, ""operation"": ""discharge"", ""soc"": 0.3626286391168832, ""soh"": 0.8985276743769646}, {""ambient_temperature_c"": 23.849096689373255, ""c_rate"": 1.120876310438026, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1036.1858421149552, ""dynamic_viscosity_pa_s"": 0.0019049396016353, ""specific_heat_j_kgk"": 3731.2125011280623, ""thermal_conductivity_w_mk"": 0.468998484862304}, ""external_htc_w_m2k"": 9.394440899603069, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 9.161110380950678, ""interconnects"": 1.1943970213292805, ""total"": 10.355507402279958}, ""inlet_temperature_c"": 24.43885530345142, ""operation"": ""charge"", ""soc"": 0.5106645978987217, ""soh"": 0.7583559093065559}], ""plate"": {""channel_diameter_mm"": 2.352278718551614, ""flow_direction"": ""widthwise_y"", ""height_mm"": 5.75, ""inlet_face"": ""front"", ""layout"": ""serpentine"", ""length_mm"": 296.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.1253378968685863, ""outlet_face"": ""back"", ""parallel_paths"": 1, ""port_diameter_mm"": 2.352278718551614, ""turns"": 6, ""width_mm"": 120.0}}",,"{""limits_C"": {""X"": 23.5, ""Y"": 40.5}, ""links"": {""1"": ""C"", ""2"": ""E"", ""3"": ""B"", ""4"": ""A""}, ""misfiled"": ""D"", ""peak_C"": {""X"": 21.841516113281273, ""Y"": 41.99086914062502}, ""rise_K"": {""X"": 10.886714663816065, ""Y"": 13.126698683388554}, ""signoff"": {""X"": ""pass"", ""Y"": ""fail""}}","{""params"": {}, ""scorer"": ""campaign""}","{""duty_modes"": [""chilled_high_load_tail"", ""thermal_stress_tail""], ""duty_regimes"": [""ambient_heated"", ""load_dominated""], ""fit_clearance_scales"": [3.67, 39.65], ""interstitial"": ""potting"", ""non_controller_duties"": 2, ""profile"": ""training"", ""signoff"": ""pass_fail"", ""stray_state"": ""dP"", ""training_format"": ""campaign_4p"", ""trap_duties"": 0, ""uniqueness_ratio"": 1.321}","{""answer_case_names"": [""case08008"", ""case08003"", 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""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-polymesh-flow-gate+native-polymesh-bounded-pressure-recovery+native-polymesh-fixed-outlet-handoff+native-polymesh-point-velocity-trust+native-polymesh-mass-recovery-cut+native-polymesh-zero-hot-cell-speed-rail+native-polymesh-progressive-mass-recovery+native-polymesh-owner-window-cfl-recovery+flow-gate-fixed-outlet-pressure-drop+cutcell-face-normal-boundary-distance+cutcell-postclosure-owner-dose+durable-flow-restart+sealed-gap-buoyancy-gate+acm-potential-wall-ramp+acm-reference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-09-v3\""""], ""stray_case"": ""case04212""}" ejb-training-0.1-train_val-envelope-00198-5c487f,operating_envelope,single_turn,train_val,public_train,,"You are reviewing the operating envelope of a battery cold plate from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 44 x 18650 cylindrical cell (Molicel P22S class) (2.20 Ah, INR layered oxide, 18.6 mm diameter x 65.2 mm tall) in staggered rows of 4 rows x 11 columns, 5.2 mm cell spacing; no thermal-interface pads (cells sit directly on the plate); solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headered serpentine plate, 296 x 120 x 5.75 mm; 1 serpentine circuit(s) with 6 turns each, fed from headers; channel diameter 2.35 mm, flow across the plate width (y); ports 2.35 mm on the front (inlet) and back (outlet) faces; minimum wall 1.1 mm. Completed runs 1: Coolant water at 21.4 °C inlet, 0.100 L/min (density 997.9 kg/m³, cp 4183 J/kgK, viscosity 0.967 mPa·s). Ambient 37.7 °C, external heat-transfer coefficient 6.9 W/m²K on exposed surfaces. Load: discharge at 1.19C, SOC 60%, state of health 83%; total heat generation 11.9 W (11.3 W in cells, 0.562 W in terminals/interconnects, applied uniformly). Result: peak cell rise 9.76 K; cell spread 7.71 K; coolant rise 4.23 K; pressure drop 4.71 kPa 2: Coolant 30 wt% ethylene glycol / water at 24.4 °C inlet, 0.100 L/min (density 1036 kg/m³, cp 3731 J/kgK, viscosity 1.90 mPa·s). Ambient 23.8 °C, external heat-transfer coefficient 9.4 W/m²K on exposed surfaces. Load: charge at 1.12C, SOC 51%, state of health 76%; total heat generation 10.4 W (9.16 W in cells, 1.19 W in terminals/interconnects, applied uniformly). Result: peak cell rise 2.99 K; cell spread 2.51 K; coolant rise 1.08 K; pressure drop 7.35 kPa 3: Coolant 50 wt% ethylene glycol / water at 28.9 °C inlet, 0.318 L/min (density 1060 kg/m³, cp 3358 J/kgK, viscosity 2.82 mPa·s). Ambient 40.0 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 2.20C, SOC 26%, state of health 80%; total heat generation 59.8 W (59.1 W in cells, 0.791 W in terminals/interconnects, applied uniformly). Result: peak cell rise 13.1 K; cell spread 10.9 K; coolant rise 3.57 K; pressure drop 46.0 kPa New duties Duty W: Coolant water at 17.9 °C inlet, 0.100 L/min (density 998.6 kg/m³, cp 4186 J/kgK, viscosity 1.05 mPa·s). Ambient 18.2 °C, external heat-transfer coefficient 3.5 W/m²K on exposed surfaces. Load: charge at 1.55C, SOC 64%, state of health 99%; total heat generation 16.0 W (15.4 W in cells, 0.556 W in terminals/interconnects, applied uniformly). Duty X: Coolant 30 wt% ethylene glycol / water at 10.3 °C inlet, 0.100 L/min (density 1042 kg/m³, cp 3690 J/kgK, viscosity 2.95 mPa·s). Ambient 26.6 °C, external heat-transfer coefficient 5.0 W/m²K on exposed surfaces. Load: discharge at 0.730C, SOC 78%, state of health 96%; total heat generation 2.85 W (2.59 W in cells, 0.267 W in terminals/interconnects, applied uniformly). Duty Y: Coolant water at 11.5 °C inlet, 0.129 L/min (density 999.6 kg/m³, cp 4193 J/kgK, viscosity 1.25 mPa·s). Ambient 19.5 °C, external heat-transfer coefficient 4.5 W/m²K on exposed surfaces. Load: charge at 0.263C, SOC 55%, state of health 92%; total heat generation 0.461 W (0.436 W in cells, 0.0251 W in terminals/interconnects, applied uniformly). Duty Z: Coolant 50 wt% ethylene glycol / water at 22.3 °C inlet, 0.112 L/min (density 1064 kg/m³, cp 3324 J/kgK, viscosity 3.43 mPa·s). Ambient 36.2 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 1.65C, SOC 36%, state of health 90%; total heat generation 29.1 W (28.1 W in cells, 1.02 W in terminals/interconnects, applied uniformly). Heat-balance regimes own_heat: the coolant removes essentially the pack's own heat: net heat exchanged with the surroundings is within ±25% of the pack's heat generation mixed: the pack also gains a significant amount of heat from the surroundings, between 25% and 100% of its own heat generation, and the coolant has to remove both ambient_gain: the pack gains more heat from the surroundings than it generates itself (net gain above 100% of its own heat generation) ambient_loss: more than 25% of the pack's own heat generation leaves to the surroundings rather than to the coolant Rank the four duties by peak cell rise above their own coolant inlet, largest first, and give the regime of each duty. Scoring: The score is 1 only if the ranking and every regime are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""ranking"": ""list of \""W\"", \""X\"", \""Y\"", \""Z\"", largest rise first"", ""regimes"": ""object mapping \""W\"", \""X\"", \""Y\"", \""Z\"" to \""own_heat\"" or \""mixed\"" or \""ambient_gain\"" or \""ambient_loss\""""}","{""duties"": [{""ambient_temperature_c"": 18.170739505439997, ""c_rate"": 1.5510430731704412, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.6132229704596, ""dynamic_viscosity_pa_s"": 0.0010547800863693, ""specific_heat_j_kgk"": 4185.650947994697, ""thermal_conductivity_w_mk"": 0.5942736522769986}, ""external_htc_w_m2k"": 3.487010140903294, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 15.433475283006704, ""interconnects"": 0.5563132769403321, ""total"": 15.989788559947035}, 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""specific_heat_j_kgk"": 4192.8755105518885, ""thermal_conductivity_w_mk"": 0.5818599298062822}, ""external_htc_w_m2k"": 4.485077901743352, ""flow_lpm"": 0.1285159129460882, ""heat_w"": {""cells"": 0.4355253930057542, ""interconnects"": 0.0251089431913164, ""total"": 0.4606343361970707}, ""inlet_temperature_c"": 11.49118534999663, ""operation"": ""charge"", ""soc"": 0.5513585301116108, ""soh"": 0.9178321939893066}, {""ambient_temperature_c"": 36.22316488996148, ""c_rate"": 1.6493082815155578, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1063.6775079331576, ""dynamic_viscosity_pa_s"": 0.003427527100064, ""specific_heat_j_kgk"": 3324.2292471669366, ""thermal_conductivity_w_mk"": 0.3905911282352063}, ""external_htc_w_m2k"": 10.512488957494496, ""flow_lpm"": 0.1124702422412243, ""heat_w"": {""cells"": 28.072267591540783, ""interconnects"": 1.0172215439908234, ""total"": 29.08948913553161}, ""inlet_temperature_c"": 22.327724592657443, ""operation"": ""discharge"", ""soc"": 0.3626286391168832, ""soh"": 0.8985276743769646}], ""pack"": {""arrangement"": ""staggered_rows"", ""capacity_ah"": 2.2, ""cell_count"": 44, ""cell_dimensions_mm"": {""diameter"": 18.6, ""height"": 65.2}, ""cell_family"": ""molicel_18650"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 5.220385600626469, ""chemistry"": ""INR layered oxide"", ""columns"": 11, ""interstitial"": ""potting"", ""plate_coverage"": 0.7687165169280068, ""rows"": 4, ""tim_thickness_mm"": null}, ""plate"": {""channel_diameter_mm"": 2.352278718551614, ""flow_direction"": ""widthwise_y"", ""height_mm"": 5.75, ""inlet_face"": ""front"", ""layout"": ""serpentine"", ""length_mm"": 296.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.1253378968685863, ""outlet_face"": ""back"", ""parallel_paths"": 1, ""port_diameter_mm"": 2.352278718551614, ""turns"": 6, ""width_mm"": 120.0}, ""runs"": [{""ambient_temperature_c"": 37.69375840201974, ""c_rate"": 1.1886974367742469, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 997.899221805199, ""dynamic_viscosity_pa_s"": 0.0009672614644735, ""specific_heat_j_kgk"": 4183.1137036366035, ""thermal_conductivity_w_mk"": 0.6005287423591699}, ""external_htc_w_m2k"": 6.850836234167218, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 11.289741425589645, ""interconnects"": 0.5617228535439188, ""total"": 11.851464279133562}, ""inlet_temperature_c"": 21.439287281900285, ""operation"": ""discharge"", ""soc"": 0.6024525889661163, ""soh"": 0.8263907240703702}, {""ambient_temperature_c"": 23.849096689373255, ""c_rate"": 1.120876310438026, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1036.1858421149552, ""dynamic_viscosity_pa_s"": 0.0019049396016353, ""specific_heat_j_kgk"": 3731.2125011280623, ""thermal_conductivity_w_mk"": 0.468998484862304}, ""external_htc_w_m2k"": 9.394440899603069, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 9.161110380950678, ""interconnects"": 1.1943970213292805, 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17.873803710937523, ""Y"": 14.612481689453148, ""Z"": 34.70595703125002}, ""ranking"": [""Z"", ""X"", ""W"", ""Y""], ""regimes"": {""W"": ""own_heat"", ""X"": ""ambient_gain"", ""Y"": ""ambient_gain"", ""Z"": ""mixed""}, ""rise_K"": {""W"": 4.290913129763226, ""X"": 7.537608284875773, ""Y"": 3.121296339456535, ""Z"": 12.37823243859259}}","{""params"": {}, ""scorer"": ""operating_envelope""}","{""duty_modes"": [""controller_selected"", ""controller_selected"", ""hydraulic_exploration"", ""controller_selected""], ""hottest_regime"": ""mixed"", ""interstitial"": ""potting"", ""quick_right"": false, ""regimes"": [""ambient_gain"", ""mixed"", ""own_heat""], ""training_format"": ""envelope_4d""}","{""answer_case_names"": [""case08005"", ""case08002"", ""case08008"", ""case08004""], ""case_names"": [""case08003"", ""case08001"", ""case08007"", ""case08005"", ""case08002"", ""case08008"", ""case08004""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case08005"", ""case08002"", ""case08008"", ""case08004""], ""geometry_ids"": [""geom_111c94f7d8ad3d66"", ""geom_111c94f7d8ad3d66"", ""geom_111c94f7d8ad3d66"", ""geom_111c94f7d8ad3d66"", ""geom_111c94f7d8ad3d66"", ""geom_111c94f7d8ad3d66"", ""geom_111c94f7d8ad3d66""], ""point_cases"": [""case08003"", ""case08001"", ""case08007""], ""solve_signatures"": [""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+cht-bounded-flow-progress-v1+cht-solid-topology-reuse-v1+cht-secondary-accuracy-recovery-v1+cht-secondary-failure-evidence-v1+cht-sibling-flow-initial-guess-v1+cht-certified-cfl-gate-v1+cht-hydraulic-envelope-explicit-v1+cht-cfl-edge-memory-v1+cht-stationary-plateau-acceptance-v1+cht-sfd-float64-v1+cht-sibling-thermal-initial-guess-v1+cht-pressure-endgame-v1+cht-buoyant-spinup-fail-fast-v1+cht-period-two-cfl-guard-v1+cht-growth-endgame-v1+cht-secondary-screening-v1+cht-secondary-screening-secant-v1+cht-period-two-regrowth-gate-v1+cht-endgame-dose-ladder-v1+cht-endgame-momentum-sfd-v1+cht-secondary-endgame-v1+cht-endgame-pseudo-time-leg-v1+cht-secondary-stall-recovery-v1+cht-secondary-stationarity-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-c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""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-polymesh-flow-gate+native-polymesh-bounded-pressure-recovery+native-polymesh-fixed-outlet-handoff+native-polymesh-point-velocity-trust+native-polymesh-mass-recovery-cut+native-polymesh-zero-hot-cell-speed-rail+native-polymesh-progressive-mass-recovery+native-polymesh-owner-window-cfl-recovery+flow-gate-fixed-outlet-pressure-drop+cutcell-face-normal-boundary-distance+cutcell-postclosure-owner-dose+durable-flow-restart+sealed-gap-buoyancy-gate+acm-potential-wall-ramp+acm-reference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-09-v3\""""]}" ejb-training-0.1-train_val-envelope-00199-4296b3,operating_envelope,single_turn,train_val,public_train,,"You are reviewing the operating envelope of a battery cold plate from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 44 x 18650 cylindrical cell (Molicel P22S class) (2.20 Ah, INR layered oxide, 18.6 mm diameter x 65.2 mm tall) in staggered rows of 4 rows x 11 columns, 5.2 mm cell spacing; no thermal-interface pads (cells sit directly on the plate); solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headered serpentine plate, 296 x 120 x 5.75 mm; 1 serpentine circuit(s) with 6 turns each, fed from headers; channel diameter 2.35 mm, flow across the plate width (y); ports 2.35 mm on the front (inlet) and back (outlet) faces; minimum wall 1.1 mm. Completed runs 1: Coolant 50 wt% ethylene glycol / water at 22.3 °C inlet, 0.112 L/min (density 1064 kg/m³, cp 3324 J/kgK, viscosity 3.43 mPa·s). Ambient 36.2 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 1.65C, SOC 36%, state of health 90%; total heat generation 29.1 W (28.1 W in cells, 1.02 W in terminals/interconnects, applied uniformly). Result: peak cell rise 12.4 K; cell spread 8.83 K; coolant rise 6.27 K; pressure drop 12.7 kPa 2: Coolant 50 wt% ethylene glycol / water at 28.9 °C inlet, 0.318 L/min (density 1060 kg/m³, cp 3358 J/kgK, viscosity 2.82 mPa·s). Ambient 40.0 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 2.20C, SOC 26%, state of health 80%; total heat generation 59.8 W (59.1 W in cells, 0.791 W in terminals/interconnects, applied uniformly). Result: peak cell rise 13.1 K; cell spread 10.9 K; coolant rise 3.57 K; pressure drop 46.0 kPa 3: Coolant 30 wt% ethylene glycol / water at 24.4 °C inlet, 0.100 L/min (density 1036 kg/m³, cp 3731 J/kgK, viscosity 1.90 mPa·s). Ambient 23.8 °C, external heat-transfer coefficient 9.4 W/m²K on exposed surfaces. Load: charge at 1.12C, SOC 51%, state of health 76%; total heat generation 10.4 W (9.16 W in cells, 1.19 W in terminals/interconnects, applied uniformly). Result: peak cell rise 2.99 K; cell spread 2.51 K; coolant rise 1.08 K; pressure drop 7.35 kPa New duties Duty W: Coolant water at 17.9 °C inlet, 0.100 L/min (density 998.6 kg/m³, cp 4186 J/kgK, viscosity 1.05 mPa·s). Ambient 18.2 °C, external heat-transfer coefficient 3.5 W/m²K on exposed surfaces. Load: charge at 1.55C, SOC 64%, state of health 99%; total heat generation 16.0 W (15.4 W in cells, 0.556 W in terminals/interconnects, applied uniformly). Duty X: Coolant water at 11.5 °C inlet, 0.129 L/min (density 999.6 kg/m³, cp 4193 J/kgK, viscosity 1.25 mPa·s). Ambient 19.5 °C, external heat-transfer coefficient 4.5 W/m²K on exposed surfaces. Load: charge at 0.263C, SOC 55%, state of health 92%; total heat generation 0.461 W (0.436 W in cells, 0.0251 W in terminals/interconnects, applied uniformly). Duty Y: Coolant 30 wt% ethylene glycol / water at 10.3 °C inlet, 0.100 L/min (density 1042 kg/m³, cp 3690 J/kgK, viscosity 2.95 mPa·s). Ambient 26.6 °C, external heat-transfer coefficient 5.0 W/m²K on exposed surfaces. Load: discharge at 0.730C, SOC 78%, state of health 96%; total heat generation 2.85 W (2.59 W in cells, 0.267 W in terminals/interconnects, applied uniformly). Duty Z: Coolant water at 21.4 °C inlet, 0.100 L/min (density 997.9 kg/m³, cp 4183 J/kgK, viscosity 0.967 mPa·s). Ambient 37.7 °C, external heat-transfer coefficient 6.9 W/m²K on exposed surfaces. Load: discharge at 1.19C, SOC 60%, state of health 83%; total heat generation 11.9 W (11.3 W in cells, 0.562 W in terminals/interconnects, applied uniformly). Heat-balance regimes own_heat: the coolant removes essentially the pack's own heat: net heat exchanged with the surroundings is within ±25% of the pack's heat generation mixed: the pack also gains a significant amount of heat from the surroundings, between 25% and 100% of its own heat generation, and the coolant has to remove both ambient_gain: the pack gains more heat from the surroundings than it generates itself (net gain above 100% of its own heat generation) ambient_loss: more than 25% of the pack's own heat generation leaves to the surroundings rather than to the coolant Rank the four duties by peak cell rise above their own coolant inlet, largest first, and give the regime of each duty. Scoring: The score is 1 only if the ranking and every regime are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""ranking"": ""list of \""W\"", \""X\"", \""Y\"", \""Z\"", largest rise first"", ""regimes"": ""object mapping \""W\"", \""X\"", \""Y\"", \""Z\"" to \""own_heat\"" or \""mixed\"" or \""ambient_gain\"" or \""ambient_loss\""""}","{""duties"": [{""ambient_temperature_c"": 18.170739505439997, ""c_rate"": 1.5510430731704412, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.6132229704596, ""dynamic_viscosity_pa_s"": 0.0010547800863693, ""specific_heat_j_kgk"": 4185.650947994697, ""thermal_conductivity_w_mk"": 0.5942736522769986}, ""external_htc_w_m2k"": 3.487010140903294, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 15.433475283006704, ""interconnects"": 0.5563132769403321, ""total"": 15.989788559947035}, ""inlet_temperature_c"": 17.920903276486793, ""operation"": ""charge"", ""soc"": 0.6441930641885847, ""soh"": 0.9853491867892444}, {""ambient_temperature_c"": 19.51892828568816, ""c_rate"": 0.2631583368353705, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.5566933639142, ""dynamic_viscosity_pa_s"": 0.001251710520493, ""specific_heat_j_kgk"": 4192.8755105518885, ""thermal_conductivity_w_mk"": 0.5818599298062822}, ""external_htc_w_m2k"": 4.485077901743352, ""flow_lpm"": 0.1285159129460882, ""heat_w"": {""cells"": 0.4355253930057542, ""interconnects"": 0.0251089431913164, ""total"": 0.4606343361970707}, ""inlet_temperature_c"": 11.49118534999663, ""operation"": ""charge"", ""soc"": 0.5513585301116108, ""soh"": 0.9178321939893066}, {""ambient_temperature_c"": 26.55866725370288, ""c_rate"": 0.7296619021055999, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1041.6957502717385, ""dynamic_viscosity_pa_s"": 0.0029489971390908, ""specific_heat_j_kgk"": 3689.5214788915505, ""thermal_conductivity_w_mk"": 0.4558264524542108}, ""external_htc_w_m2k"": 4.984741707332432, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 2.5871130506553093, ""interconnects"": 0.2672709999312422, ""total"": 2.854384050586551}, ""inlet_temperature_c"": 10.33619542606175, ""operation"": ""discharge"", ""soc"": 0.7813358925748616, ""soh"": 0.9550094708800316}, {""ambient_temperature_c"": 37.69375840201974, ""c_rate"": 1.1886974367742469, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 997.899221805199, ""dynamic_viscosity_pa_s"": 0.0009672614644735, ""specific_heat_j_kgk"": 4183.1137036366035, ""thermal_conductivity_w_mk"": 0.6005287423591699}, ""external_htc_w_m2k"": 6.850836234167218, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 11.289741425589645, ""interconnects"": 0.5617228535439188, ""total"": 11.851464279133562}, ""inlet_temperature_c"": 21.439287281900285, ""operation"": ""discharge"", ""soc"": 0.6024525889661163, ""soh"": 0.8263907240703702}], ""pack"": {""arrangement"": ""staggered_rows"", ""capacity_ah"": 2.2, ""cell_count"": 44, ""cell_dimensions_mm"": {""diameter"": 18.6, ""height"": 65.2}, ""cell_family"": ""molicel_18650"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 5.220385600626469, ""chemistry"": ""INR layered oxide"", ""columns"": 11, ""interstitial"": ""potting"", ""plate_coverage"": 0.7687165169280068, ""rows"": 4, ""tim_thickness_mm"": null}, ""plate"": {""channel_diameter_mm"": 2.352278718551614, ""flow_direction"": ""widthwise_y"", ""height_mm"": 5.75, ""inlet_face"": ""front"", ""layout"": ""serpentine"", ""length_mm"": 296.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.1253378968685863, ""outlet_face"": ""back"", ""parallel_paths"": 1, ""port_diameter_mm"": 2.352278718551614, ""turns"": 6, ""width_mm"": 120.0}, ""runs"": [{""ambient_temperature_c"": 36.22316488996148, ""c_rate"": 1.6493082815155578, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1063.6775079331576, ""dynamic_viscosity_pa_s"": 0.003427527100064, ""specific_heat_j_kgk"": 3324.2292471669366, ""thermal_conductivity_w_mk"": 0.3905911282352063}, ""external_htc_w_m2k"": 10.512488957494496, ""flow_lpm"": 0.1124702422412243, ""heat_w"": {""cells"": 28.072267591540783, ""interconnects"": 1.0172215439908234, ""total"": 29.08948913553161}, ""inlet_temperature_c"": 22.327724592657443, ""operation"": ""discharge"", ""soc"": 0.3626286391168832, ""soh"": 0.8985276743769646}, {""ambient_temperature_c"": 39.98183668591082, ""c_rate"": 2.2045489887322827, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1060.03876453829, ""dynamic_viscosity_pa_s"": 0.0028176622430666, ""specific_heat_j_kgk"": 3357.813735088916, ""thermal_conductivity_w_mk"": 0.3946440215055439}, ""external_htc_w_m2k"": 10.513910670764744, ""flow_lpm"": 0.3180519450879221, ""heat_w"": {""cells"": 59.05226617635575, ""interconnects"": 0.7906918203600667, ""total"": 59.84295799671582}, ""inlet_temperature_c"": 28.86417045723647, ""operation"": ""discharge"", ""soc"": 0.2641116651240736, ""soh"": 0.7957529038190841}, {""ambient_temperature_c"": 23.849096689373255, ""c_rate"": 1.120876310438026, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1036.1858421149552, ""dynamic_viscosity_pa_s"": 0.0019049396016353, ""specific_heat_j_kgk"": 3731.2125011280623, ""thermal_conductivity_w_mk"": 0.468998484862304}, ""external_htc_w_m2k"": 9.394440899603069, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 9.161110380950678, ""interconnects"": 1.1943970213292805, ""total"": 10.355507402279958}, ""inlet_temperature_c"": 24.43885530345142, ""operation"": ""charge"", ""soc"": 0.5106645978987217, ""soh"": 0.7583559093065559}]}",,"{""ambient_ratio"": {""W"": -0.14119874860072731, ""X"": 17.358234390826567, ""Y"": 5.625275606098908, ""Z"": 1.483998366601358}, ""peak_C"": {""W"": 22.211816406250023, ""X"": 14.612481689453148, ""Y"": 17.873803710937523, ""Z"": 31.197320556640648}, ""ranking"": [""Z"", ""Y"", ""W"", ""X""], ""regimes"": {""W"": ""own_heat"", ""X"": ""ambient_gain"", ""Y"": ""ambient_gain"", ""Z"": ""ambient_gain""}, ""rise_K"": {""W"": 4.290913129763226, ""X"": 3.121296339456535, ""Y"": 7.537608284875773, ""Z"": 9.758033274740342}}","{""params"": {}, ""scorer"": ""operating_envelope""}","{""duty_modes"": [""controller_selected"", ""hydraulic_exploration"", ""controller_selected"", ""controller_selected""], ""hottest_regime"": ""ambient_gain"", ""interstitial"": ""potting"", ""quick_right"": false, ""regimes"": [""ambient_gain"", ""own_heat""], ""training_format"": ""envelope_4d""}","{""answer_case_names"": [""case08005"", ""case08008"", ""case08002"", ""case08003""], ""case_names"": [""case08004"", ""case08007"", ""case08001"", ""case08005"", ""case08008"", ""case08002"", ""case08003""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case08005"", ""case08008"", ""case08002"", ""case08003""], ""geometry_ids"": [""geom_111c94f7d8ad3d66"", ""geom_111c94f7d8ad3d66"", ""geom_111c94f7d8ad3d66"", ""geom_111c94f7d8ad3d66"", ""geom_111c94f7d8ad3d66"", ""geom_111c94f7d8ad3d66"", ""geom_111c94f7d8ad3d66""], ""point_cases"": [""case08004"", ""case08007"", ""case08001""], ""solve_signatures"": [""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+cht-bounded-flow-progress-v1+cht-solid-topology-reuse-v1+cht-secondary-accuracy-recovery-v1+cht-secondary-failure-evidence-v1+cht-sibling-flow-initial-guess-v1+cht-certified-cfl-gate-v1+cht-hydraulic-envelope-explicit-v1+cht-cfl-edge-memory-v1+cht-stationary-plateau-acceptance-v1+cht-sfd-float64-v1+cht-sibling-thermal-initial-guess-v1+cht-pressure-endgame-v1+cht-buoyant-spinup-fail-fast-v1+cht-period-two-cfl-guard-v1+cht-growth-endgame-v1+cht-secondary-screening-v1+cht-secondary-screening-secant-v1+cht-period-two-regrowth-gate-v1+cht-endgame-dose-ladder-v1+cht-endgame-momentum-sfd-v1+cht-secondary-endgame-v1+cht-endgame-pseudo-time-leg-v1+cht-secondary-stall-recovery-v1+cht-secondary-stationarity-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-c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""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-polymesh-flow-gate+native-polymesh-bounded-pressure-recovery+native-polymesh-fixed-outlet-handoff+native-polymesh-point-velocity-trust+native-polymesh-mass-recovery-cut+native-polymesh-zero-hot-cell-speed-rail+native-polymesh-progressive-mass-recovery+native-polymesh-owner-window-cfl-recovery+flow-gate-fixed-outlet-pressure-drop+cutcell-face-normal-boundary-distance+cutcell-postclosure-owner-dose+durable-flow-restart+sealed-gap-buoyancy-gate+acm-potential-wall-ramp+acm-reference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-09-v3\""""]}" ejb-training-0.1-train_val-envelope-00201-dd631d,operating_envelope,single_turn,train_val,public_train,,"You are reviewing the operating envelope of a battery cold plate from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 44 x 18650 cylindrical cell (Molicel P22S class) (2.20 Ah, INR layered oxide, 18.6 mm diameter x 65.2 mm tall) in staggered rows of 4 rows x 11 columns, 5.2 mm cell spacing; no thermal-interface pads (cells sit directly on the plate); solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headered serpentine plate, 296 x 120 x 5.75 mm; 1 serpentine circuit(s) with 6 turns each, fed from headers; channel diameter 2.35 mm, flow across the plate width (y); ports 2.35 mm on the front (inlet) and back (outlet) faces; minimum wall 1.1 mm. Completed runs 1: Coolant 50 wt% ethylene glycol / water at 22.3 °C inlet, 0.112 L/min (density 1064 kg/m³, cp 3324 J/kgK, viscosity 3.43 mPa·s). Ambient 36.2 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 1.65C, SOC 36%, state of health 90%; total heat generation 29.1 W (28.1 W in cells, 1.02 W in terminals/interconnects, applied uniformly). Result: peak cell rise 12.4 K; cell spread 8.83 K; coolant rise 6.27 K; pressure drop 12.7 kPa 2: Coolant 50 wt% ethylene glycol / water at 28.9 °C inlet, 0.318 L/min (density 1060 kg/m³, cp 3358 J/kgK, viscosity 2.82 mPa·s). Ambient 40.0 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 2.20C, SOC 26%, state of health 80%; total heat generation 59.8 W (59.1 W in cells, 0.791 W in terminals/interconnects, applied uniformly). Result: peak cell rise 13.1 K; cell spread 10.9 K; coolant rise 3.57 K; pressure drop 46.0 kPa 3: Coolant 30 wt% ethylene glycol / water at 24.4 °C inlet, 0.100 L/min (density 1036 kg/m³, cp 3731 J/kgK, viscosity 1.90 mPa·s). Ambient 23.8 °C, external heat-transfer coefficient 9.4 W/m²K on exposed surfaces. Load: charge at 1.12C, SOC 51%, state of health 76%; total heat generation 10.4 W (9.16 W in cells, 1.19 W in terminals/interconnects, applied uniformly). Result: peak cell rise 2.99 K; cell spread 2.51 K; coolant rise 1.08 K; pressure drop 7.35 kPa New duties Duty W: Coolant water at 17.9 °C inlet, 0.100 L/min (density 998.6 kg/m³, cp 4186 J/kgK, viscosity 1.05 mPa·s). Ambient 18.2 °C, external heat-transfer coefficient 3.5 W/m²K on exposed surfaces. Load: charge at 1.55C, SOC 64%, state of health 99%; total heat generation 16.0 W (15.4 W in cells, 0.556 W in terminals/interconnects, applied uniformly). Duty X: Coolant 30 wt% ethylene glycol / water at 10.3 °C inlet, 0.100 L/min (density 1042 kg/m³, cp 3690 J/kgK, viscosity 2.95 mPa·s). Ambient 26.6 °C, external heat-transfer coefficient 5.0 W/m²K on exposed surfaces. Load: discharge at 0.730C, SOC 78%, state of health 96%; total heat generation 2.85 W (2.59 W in cells, 0.267 W in terminals/interconnects, applied uniformly). Duty Y: Coolant 30 wt% ethylene glycol / water at 11.0 °C inlet, 0.100 L/min (density 1041 kg/m³, cp 3691 J/kgK, viscosity 2.89 mPa·s). Ambient 29.9 °C, external heat-transfer coefficient 7.5 W/m²K on exposed surfaces. Load: discharge at 0.524C, SOC 17%, state of health 73%; total heat generation 8.51 W (8.42 W in cells, 0.0952 W in terminals/interconnects, applied uniformly). Duty Z: Coolant water at 11.5 °C inlet, 0.129 L/min (density 999.6 kg/m³, cp 4193 J/kgK, viscosity 1.25 mPa·s). Ambient 19.5 °C, external heat-transfer coefficient 4.5 W/m²K on exposed surfaces. Load: charge at 0.263C, SOC 55%, state of health 92%; total heat generation 0.461 W (0.436 W in cells, 0.0251 W in terminals/interconnects, applied uniformly). Heat-balance regimes own_heat: the coolant removes essentially the pack's own heat: net heat exchanged with the surroundings is within ±25% of the pack's heat generation mixed: the pack also gains a significant amount of heat from the surroundings, between 25% and 100% of its own heat generation, and the coolant has to remove both ambient_gain: the pack gains more heat from the surroundings than it generates itself (net gain above 100% of its own heat generation) ambient_loss: more than 25% of the pack's own heat generation leaves to the surroundings rather than to the coolant Rank the four duties by peak cell rise above their own coolant inlet, largest first, and give the regime of each duty. Scoring: The score is 1 only if the ranking and every regime are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""ranking"": ""list of \""W\"", \""X\"", \""Y\"", \""Z\"", largest rise first"", ""regimes"": ""object mapping \""W\"", \""X\"", \""Y\"", \""Z\"" to \""own_heat\"" or \""mixed\"" or \""ambient_gain\"" or \""ambient_loss\""""}","{""duties"": [{""ambient_temperature_c"": 18.170739505439997, ""c_rate"": 1.5510430731704412, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.6132229704596, ""dynamic_viscosity_pa_s"": 0.0010547800863693, ""specific_heat_j_kgk"": 4185.650947994697, ""thermal_conductivity_w_mk"": 0.5942736522769986}, ""external_htc_w_m2k"": 3.487010140903294, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 15.433475283006704, ""interconnects"": 0.5563132769403321, ""total"": 15.989788559947035}, ""inlet_temperature_c"": 17.920903276486793, ""operation"": ""charge"", ""soc"": 0.6441930641885847, ""soh"": 0.9853491867892444}, {""ambient_temperature_c"": 26.55866725370288, ""c_rate"": 0.7296619021055999, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1041.6957502717385, ""dynamic_viscosity_pa_s"": 0.0029489971390908, ""specific_heat_j_kgk"": 3689.5214788915505, ""thermal_conductivity_w_mk"": 0.4558264524542108}, ""external_htc_w_m2k"": 4.984741707332432, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 2.5871130506553093, ""interconnects"": 0.2672709999312422, ""total"": 2.854384050586551}, ""inlet_temperature_c"": 10.33619542606175, ""operation"": ""discharge"", ""soc"": 0.7813358925748616, ""soh"": 0.9550094708800316}, {""ambient_temperature_c"": 29.909788854420185, ""c_rate"": 0.5240345455330847, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1041.478801949971, ""dynamic_viscosity_pa_s"": 0.0028878313520274, ""specific_heat_j_kgk"": 3691.380456262823, ""thermal_conductivity_w_mk"": 0.4564127214163387}, ""external_htc_w_m2k"": 7.510554919950664, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 8.41657946852815, ""interconnects"": 0.0951573809083202, ""total"": 8.51173684943647}, ""inlet_temperature_c"": 10.95480144946522, ""operation"": ""discharge"", ""soc"": 0.1712907184846699, ""soh"": 0.7318276392295956}, {""ambient_temperature_c"": 19.51892828568816, ""c_rate"": 0.2631583368353705, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.5566933639142, ""dynamic_viscosity_pa_s"": 0.001251710520493, ""specific_heat_j_kgk"": 4192.8755105518885, ""thermal_conductivity_w_mk"": 0.5818599298062822}, ""external_htc_w_m2k"": 4.485077901743352, ""flow_lpm"": 0.1285159129460882, ""heat_w"": {""cells"": 0.4355253930057542, ""interconnects"": 0.0251089431913164, ""total"": 0.4606343361970707}, ""inlet_temperature_c"": 11.49118534999663, ""operation"": ""charge"", ""soc"": 0.5513585301116108, ""soh"": 0.9178321939893066}], ""pack"": {""arrangement"": ""staggered_rows"", ""capacity_ah"": 2.2, ""cell_count"": 44, ""cell_dimensions_mm"": {""diameter"": 18.6, ""height"": 65.2}, ""cell_family"": ""molicel_18650"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 5.220385600626469, ""chemistry"": ""INR layered oxide"", ""columns"": 11, ""interstitial"": ""potting"", ""plate_coverage"": 0.7687165169280068, ""rows"": 4, ""tim_thickness_mm"": null}, ""plate"": {""channel_diameter_mm"": 2.352278718551614, ""flow_direction"": ""widthwise_y"", ""height_mm"": 5.75, ""inlet_face"": ""front"", ""layout"": ""serpentine"", ""length_mm"": 296.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.1253378968685863, ""outlet_face"": ""back"", ""parallel_paths"": 1, ""port_diameter_mm"": 2.352278718551614, ""turns"": 6, ""width_mm"": 120.0}, ""runs"": [{""ambient_temperature_c"": 36.22316488996148, ""c_rate"": 1.6493082815155578, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1063.6775079331576, ""dynamic_viscosity_pa_s"": 0.003427527100064, ""specific_heat_j_kgk"": 3324.2292471669366, ""thermal_conductivity_w_mk"": 0.3905911282352063}, ""external_htc_w_m2k"": 10.512488957494496, ""flow_lpm"": 0.1124702422412243, ""heat_w"": {""cells"": 28.072267591540783, ""interconnects"": 1.0172215439908234, ""total"": 29.08948913553161}, ""inlet_temperature_c"": 22.327724592657443, ""operation"": ""discharge"", ""soc"": 0.3626286391168832, ""soh"": 0.8985276743769646}, {""ambient_temperature_c"": 39.98183668591082, ""c_rate"": 2.2045489887322827, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1060.03876453829, ""dynamic_viscosity_pa_s"": 0.0028176622430666, ""specific_heat_j_kgk"": 3357.813735088916, ""thermal_conductivity_w_mk"": 0.3946440215055439}, ""external_htc_w_m2k"": 10.513910670764744, ""flow_lpm"": 0.3180519450879221, ""heat_w"": {""cells"": 59.05226617635575, ""interconnects"": 0.7906918203600667, ""total"": 59.84295799671582}, ""inlet_temperature_c"": 28.86417045723647, ""operation"": ""discharge"", ""soc"": 0.2641116651240736, ""soh"": 0.7957529038190841}, {""ambient_temperature_c"": 23.849096689373255, ""c_rate"": 1.120876310438026, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1036.1858421149552, ""dynamic_viscosity_pa_s"": 0.0019049396016353, ""specific_heat_j_kgk"": 3731.2125011280623, ""thermal_conductivity_w_mk"": 0.468998484862304}, ""external_htc_w_m2k"": 9.394440899603069, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 9.161110380950678, ""interconnects"": 1.1943970213292805, ""total"": 10.355507402279958}, ""inlet_temperature_c"": 24.43885530345142, ""operation"": ""charge"", ""soc"": 0.5106645978987217, ""soh"": 0.7583559093065559}]}",,"{""ambient_ratio"": {""W"": -0.14119874860072731, ""X"": 5.625275606098908, ""Y"": 2.502024461895383, ""Z"": 17.358234390826567}, ""peak_C"": {""W"": 22.211816406250023, ""X"": 17.873803710937523, ""Y"": 21.841516113281273, ""Z"": 14.612481689453148}, ""ranking"": [""Y"", ""X"", ""W"", ""Z""], ""regimes"": {""W"": ""own_heat"", ""X"": ""ambient_gain"", ""Y"": ""ambient_gain"", ""Z"": ""ambient_gain""}, ""rise_K"": {""W"": 4.290913129763226, ""X"": 7.537608284875773, ""Y"": 10.886714663816065, ""Z"": 3.121296339456535}}","{""params"": {}, ""scorer"": ""operating_envelope""}","{""duty_modes"": [""controller_selected"", ""controller_selected"", ""chilled_high_load_tail"", ""hydraulic_exploration""], ""hottest_regime"": ""ambient_gain"", ""interstitial"": ""potting"", ""quick_right"": false, ""regimes"": [""ambient_gain"", ""own_heat""], ""training_format"": ""envelope_4d""}","{""answer_case_names"": [""case08005"", ""case08002"", ""case08006"", ""case08008""], ""case_names"": [""case08004"", ""case08007"", ""case08001"", ""case08005"", ""case08002"", ""case08006"", ""case08008""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case08005"", ""case08002"", ""case08006"", ""case08008""], ""geometry_ids"": [""geom_111c94f7d8ad3d66"", ""geom_111c94f7d8ad3d66"", ""geom_111c94f7d8ad3d66"", ""geom_111c94f7d8ad3d66"", ""geom_111c94f7d8ad3d66"", ""geom_111c94f7d8ad3d66"", ""geom_111c94f7d8ad3d66""], ""point_cases"": [""case08004"", ""case08007"", ""case08001""], ""solve_signatures"": [""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+cht-bounded-flow-progress-v1+cht-solid-topology-reuse-v1+cht-secondary-accuracy-recovery-v1+cht-secondary-failure-evidence-v1+cht-sibling-flow-initial-guess-v1+cht-certified-cfl-gate-v1+cht-hydraulic-envelope-explicit-v1+cht-cfl-edge-memory-v1+cht-stationary-plateau-acceptance-v1+cht-sfd-float64-v1+cht-sibling-thermal-initial-guess-v1+cht-pressure-endgame-v1+cht-buoyant-spinup-fail-fast-v1+cht-period-two-cfl-guard-v1+cht-growth-endgame-v1+cht-secondary-screening-v1+cht-secondary-screening-secant-v1+cht-period-two-regrowth-gate-v1+cht-endgame-dose-ladder-v1+cht-endgame-momentum-sfd-v1+cht-secondary-endgame-v1+cht-endgame-pseudo-time-leg-v1+cht-secondary-stall-recovery-v1+cht-secondary-stationarity-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-c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""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-polymesh-flow-gate+native-polymesh-bounded-pressure-recovery+native-polymesh-fixed-outlet-handoff+native-polymesh-point-velocity-trust+native-polymesh-mass-recovery-cut+native-polymesh-zero-hot-cell-speed-rail+native-polymesh-progressive-mass-recovery+native-polymesh-owner-window-cfl-recovery+flow-gate-fixed-outlet-pressure-drop+cutcell-face-normal-boundary-distance+cutcell-postclosure-owner-dose+durable-flow-restart+sealed-gap-buoyancy-gate+acm-potential-wall-ramp+acm-reference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-09-v3\""""]}" ejb-training-0.1-train_val-signoff-00210-6ff5ec,duty_signoff,single_turn,train_val,public_train,,"You are signing off a battery cold plate at one new duty from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 44 x 18650 cylindrical cell (Molicel P22S class) (2.20 Ah, INR layered oxide, 18.6 mm diameter x 65.2 mm tall) in staggered rows of 4 rows x 11 columns, 5.2 mm cell spacing; no thermal-interface pads (cells sit directly on the plate); solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headered serpentine plate, 296 x 120 x 5.75 mm; 1 serpentine circuit(s) with 6 turns each, fed from headers; channel diameter 2.35 mm, flow across the plate width (y); ports 2.35 mm on the front (inlet) and back (outlet) faces; minimum wall 1.1 mm. Completed runs 1: Coolant 30 wt% ethylene glycol / water at 11.0 °C inlet, 0.100 L/min (density 1041 kg/m³, cp 3691 J/kgK, viscosity 2.89 mPa·s). Ambient 29.9 °C, external heat-transfer coefficient 7.5 W/m²K on exposed surfaces. Load: discharge at 0.524C, SOC 17%, state of health 73%; total heat generation 8.51 W (8.42 W in cells, 0.0952 W in terminals/interconnects, applied uniformly). Result: peak cell rise 10.9 K; cell spread 8.27 K; coolant rise 4.65 K; pressure drop 9.65 kPa 2: Coolant 30 wt% ethylene glycol / water at 24.4 °C inlet, 0.100 L/min (density 1036 kg/m³, cp 3731 J/kgK, viscosity 1.90 mPa·s). Ambient 23.8 °C, external heat-transfer coefficient 9.4 W/m²K on exposed surfaces. Load: charge at 1.12C, SOC 51%, state of health 76%; total heat generation 10.4 W (9.16 W in cells, 1.19 W in terminals/interconnects, applied uniformly). Result: peak cell rise 2.99 K; cell spread 2.51 K; coolant rise 1.08 K; pressure drop 7.35 kPa 3: Coolant water at 21.4 °C inlet, 0.100 L/min (density 997.9 kg/m³, cp 4183 J/kgK, viscosity 0.967 mPa·s). Ambient 37.7 °C, external heat-transfer coefficient 6.9 W/m²K on exposed surfaces. Load: discharge at 1.19C, SOC 60%, state of health 83%; total heat generation 11.9 W (11.3 W in cells, 0.562 W in terminals/interconnects, applied uniformly). Result: peak cell rise 9.76 K; cell spread 7.71 K; coolant rise 4.23 K; pressure drop 4.71 kPa Duties Duty X (peak cell limit 15.5 °C, pressure drop limit 9.01 kPa): Coolant water at 11.5 °C inlet, 0.129 L/min (density 999.6 kg/m³, cp 4193 J/kgK, viscosity 1.25 mPa·s). Ambient 19.5 °C, external heat-transfer coefficient 4.5 W/m²K on exposed surfaces. Load: charge at 0.263C, SOC 55%, state of health 92%; total heat generation 0.461 W (0.436 W in cells, 0.0251 W in terminals/interconnects, applied uniformly). For each duty, say whether peak cell temperature stays at or below its limit and whether pressure drop stays at or below its limit. Scoring: The score is 1 only if every temperature and pressure verdict is correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""pressure"": ""object mapping \""X\"" to \""pass\"" or \""fail\"""", ""temperature"": ""object mapping \""X\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 19.51892828568816, ""c_rate"": 0.2631583368353705, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.5566933639142, ""dynamic_viscosity_pa_s"": 0.001251710520493, ""specific_heat_j_kgk"": 4192.8755105518885, ""thermal_conductivity_w_mk"": 0.5818599298062822}, ""external_htc_w_m2k"": 4.485077901743352, ""flow_lpm"": 0.1285159129460882, ""heat_w"": {""cells"": 0.4355253930057542, ""interconnects"": 0.0251089431913164, ""total"": 0.4606343361970707}, ""inlet_temperature_c"": 11.49118534999663, ""operation"": ""charge"", ""soc"": 0.5513585301116108, ""soh"": 0.9178321939893066}], ""pack"": {""arrangement"": ""staggered_rows"", ""capacity_ah"": 2.2, ""cell_count"": 44, ""cell_dimensions_mm"": {""diameter"": 18.6, ""height"": 65.2}, ""cell_family"": ""molicel_18650"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 5.220385600626469, ""chemistry"": ""INR layered oxide"", ""columns"": 11, ""interstitial"": ""potting"", ""plate_coverage"": 0.7687165169280068, ""rows"": 4, ""tim_thickness_mm"": null}, ""plate"": {""channel_diameter_mm"": 2.352278718551614, ""flow_direction"": ""widthwise_y"", ""height_mm"": 5.75, ""inlet_face"": ""front"", ""layout"": ""serpentine"", ""length_mm"": 296.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.1253378968685863, ""outlet_face"": ""back"", ""parallel_paths"": 1, ""port_diameter_mm"": 2.352278718551614, ""turns"": 6, ""width_mm"": 120.0}, ""runs"": [{""ambient_temperature_c"": 29.909788854420185, ""c_rate"": 0.5240345455330847, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1041.478801949971, ""dynamic_viscosity_pa_s"": 0.0028878313520274, ""specific_heat_j_kgk"": 3691.380456262823, ""thermal_conductivity_w_mk"": 0.4564127214163387}, ""external_htc_w_m2k"": 7.510554919950664, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 8.41657946852815, ""interconnects"": 0.0951573809083202, ""total"": 8.51173684943647}, ""inlet_temperature_c"": 10.95480144946522, ""operation"": ""discharge"", ""soc"": 0.1712907184846699, ""soh"": 0.7318276392295956}, {""ambient_temperature_c"": 23.849096689373255, ""c_rate"": 1.120876310438026, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1036.1858421149552, ""dynamic_viscosity_pa_s"": 0.0019049396016353, ""specific_heat_j_kgk"": 3731.2125011280623, ""thermal_conductivity_w_mk"": 0.468998484862304}, ""external_htc_w_m2k"": 9.394440899603069, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 9.161110380950678, ""interconnects"": 1.1943970213292805, ""total"": 10.355507402279958}, ""inlet_temperature_c"": 24.43885530345142, ""operation"": ""charge"", ""soc"": 0.5106645978987217, ""soh"": 0.7583559093065559}, {""ambient_temperature_c"": 37.69375840201974, ""c_rate"": 1.1886974367742469, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 997.899221805199, ""dynamic_viscosity_pa_s"": 0.0009672614644735, ""specific_heat_j_kgk"": 4183.1137036366035, ""thermal_conductivity_w_mk"": 0.6005287423591699}, ""external_htc_w_m2k"": 6.850836234167218, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 11.289741425589645, ""interconnects"": 0.5617228535439188, ""total"": 11.851464279133562}, ""inlet_temperature_c"": 21.439287281900285, ""operation"": ""discharge"", ""soc"": 0.6024525889661163, ""soh"": 0.8263907240703702}]}",,"{""dP_kPa"": {""X"": 7.821033252037305}, ""limits_C"": {""X"": 15.5}, ""peak_C"": {""X"": 14.612481689453148}, ""pressure"": {""X"": ""pass""}, ""pressure_limits_kPa"": {""X"": 9.01}, ""rise_K"": {""X"": 3.121296339456535}, ""temperature"": {""X"": ""pass""}}","{""params"": {}, ""scorer"": ""duty_signoff""}","{""duty_modes"": [""hydraulic_exploration""], ""duty_regimes"": [""ambient_heated""], ""interstitial"": ""potting"", ""pressure_signoff"": ""pass"", ""quick_right"": false, ""reference_right"": true, ""shown_runs"": 3, ""signoff"": ""pass"", ""training_format"": ""signoff_1d3r""}","{""answer_case_names"": [""case08008""], ""case_names"": [""case08006"", ""case08001"", ""case08003"", ""case08008""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case08008""], ""geometry_ids"": [""geom_111c94f7d8ad3d66"", ""geom_111c94f7d8ad3d66"", ""geom_111c94f7d8ad3d66"", ""geom_111c94f7d8ad3d66""], ""run_cases"": [""case08006"", ""case08001"", ""case08003""], ""solve_signatures"": 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reference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-09-v3\""""]}" ejb-training-0.1-train_val-signoff-00216-c61e7b,duty_signoff,single_turn,train_val,public_train,,"You are signing off a battery cold plate at one new duty from four completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 44 x 18650 cylindrical cell (Molicel P22S class) (2.20 Ah, INR layered oxide, 18.6 mm diameter x 65.2 mm tall) in staggered rows of 4 rows x 11 columns, 5.2 mm cell spacing; no thermal-interface pads (cells sit directly on the plate); solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headered serpentine plate, 296 x 120 x 5.75 mm; 1 serpentine circuit(s) with 6 turns each, fed from headers; channel diameter 2.35 mm, flow across the plate width (y); ports 2.35 mm on the front (inlet) and back (outlet) faces; minimum wall 1.1 mm. Completed runs 1: Coolant water at 11.5 °C inlet, 0.129 L/min (density 999.6 kg/m³, cp 4193 J/kgK, viscosity 1.25 mPa·s). Ambient 19.5 °C, external heat-transfer coefficient 4.5 W/m²K on exposed surfaces. Load: charge at 0.263C, SOC 55%, state of health 92%; total heat generation 0.461 W (0.436 W in cells, 0.0251 W in terminals/interconnects, applied uniformly). Result: peak cell rise 3.12 K; cell spread 2.64 K; coolant rise 0.942 K; pressure drop 7.82 kPa 2: Coolant 30 wt% ethylene glycol / water at 24.4 °C inlet, 0.100 L/min (density 1036 kg/m³, cp 3731 J/kgK, viscosity 1.90 mPa·s). Ambient 23.8 °C, external heat-transfer coefficient 9.4 W/m²K on exposed surfaces. Load: charge at 1.12C, SOC 51%, state of health 76%; total heat generation 10.4 W (9.16 W in cells, 1.19 W in terminals/interconnects, applied uniformly). Result: peak cell rise 2.99 K; cell spread 2.51 K; coolant rise 1.08 K; pressure drop 7.35 kPa 3: Coolant water at 17.9 °C inlet, 0.100 L/min (density 998.6 kg/m³, cp 4186 J/kgK, viscosity 1.05 mPa·s). Ambient 18.2 °C, external heat-transfer coefficient 3.5 W/m²K on exposed surfaces. Load: charge at 1.55C, SOC 64%, state of health 99%; total heat generation 16.0 W (15.4 W in cells, 0.556 W in terminals/interconnects, applied uniformly). Result: peak cell rise 4.29 K; cell spread 3.47 K; coolant rise 1.97 K; pressure drop 4.98 kPa 4: Coolant water at 21.4 °C inlet, 0.100 L/min (density 997.9 kg/m³, cp 4183 J/kgK, viscosity 0.967 mPa·s). Ambient 37.7 °C, external heat-transfer coefficient 6.9 W/m²K on exposed surfaces. Load: discharge at 1.19C, SOC 60%, state of health 83%; total heat generation 11.9 W (11.3 W in cells, 0.562 W in terminals/interconnects, applied uniformly). Result: peak cell rise 9.76 K; cell spread 7.71 K; coolant rise 4.23 K; pressure drop 4.71 kPa Duties Duty X (peak cell limit 16.5 °C, pressure drop limit 8.57 kPa): Coolant 30 wt% ethylene glycol / water at 10.3 °C inlet, 0.100 L/min (density 1042 kg/m³, cp 3690 J/kgK, viscosity 2.95 mPa·s). Ambient 26.6 °C, external heat-transfer coefficient 5.0 W/m²K on exposed surfaces. Load: discharge at 0.730C, SOC 78%, state of health 96%; total heat generation 2.85 W (2.59 W in cells, 0.267 W in terminals/interconnects, applied uniformly). For each duty, say whether peak cell temperature stays at or below its limit and whether pressure drop stays at or below its limit. Scoring: The score is 1 only if every temperature and pressure verdict is correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""pressure"": ""object mapping \""X\"" to \""pass\"" or \""fail\"""", ""temperature"": ""object mapping \""X\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 26.55866725370288, ""c_rate"": 0.7296619021055999, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1041.6957502717385, ""dynamic_viscosity_pa_s"": 0.0029489971390908, ""specific_heat_j_kgk"": 3689.5214788915505, ""thermal_conductivity_w_mk"": 0.4558264524542108}, ""external_htc_w_m2k"": 4.984741707332432, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 2.5871130506553093, ""interconnects"": 0.2672709999312422, ""total"": 2.854384050586551}, ""inlet_temperature_c"": 10.33619542606175, ""operation"": ""discharge"", ""soc"": 0.7813358925748616, ""soh"": 0.9550094708800316}], ""pack"": {""arrangement"": ""staggered_rows"", ""capacity_ah"": 2.2, ""cell_count"": 44, ""cell_dimensions_mm"": {""diameter"": 18.6, ""height"": 65.2}, ""cell_family"": ""molicel_18650"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 5.220385600626469, ""chemistry"": ""INR layered oxide"", ""columns"": 11, ""interstitial"": ""potting"", ""plate_coverage"": 0.7687165169280068, ""rows"": 4, ""tim_thickness_mm"": null}, ""plate"": {""channel_diameter_mm"": 2.352278718551614, ""flow_direction"": ""widthwise_y"", ""height_mm"": 5.75, ""inlet_face"": ""front"", ""layout"": ""serpentine"", ""length_mm"": 296.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.1253378968685863, ""outlet_face"": ""back"", ""parallel_paths"": 1, ""port_diameter_mm"": 2.352278718551614, ""turns"": 6, ""width_mm"": 120.0}, ""runs"": [{""ambient_temperature_c"": 19.51892828568816, ""c_rate"": 0.2631583368353705, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.5566933639142, ""dynamic_viscosity_pa_s"": 0.001251710520493, ""specific_heat_j_kgk"": 4192.8755105518885, ""thermal_conductivity_w_mk"": 0.5818599298062822}, ""external_htc_w_m2k"": 4.485077901743352, ""flow_lpm"": 0.1285159129460882, ""heat_w"": {""cells"": 0.4355253930057542, ""interconnects"": 0.0251089431913164, ""total"": 0.4606343361970707}, ""inlet_temperature_c"": 11.49118534999663, ""operation"": ""charge"", ""soc"": 0.5513585301116108, ""soh"": 0.9178321939893066}, {""ambient_temperature_c"": 23.849096689373255, ""c_rate"": 1.120876310438026, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1036.1858421149552, ""dynamic_viscosity_pa_s"": 0.0019049396016353, ""specific_heat_j_kgk"": 3731.2125011280623, ""thermal_conductivity_w_mk"": 0.468998484862304}, ""external_htc_w_m2k"": 9.394440899603069, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 9.161110380950678, ""interconnects"": 1.1943970213292805, ""total"": 10.355507402279958}, ""inlet_temperature_c"": 24.43885530345142, ""operation"": ""charge"", ""soc"": 0.5106645978987217, ""soh"": 0.7583559093065559}, {""ambient_temperature_c"": 18.170739505439997, ""c_rate"": 1.5510430731704412, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.6132229704596, ""dynamic_viscosity_pa_s"": 0.0010547800863693, ""specific_heat_j_kgk"": 4185.650947994697, ""thermal_conductivity_w_mk"": 0.5942736522769986}, ""external_htc_w_m2k"": 3.487010140903294, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 15.433475283006704, ""interconnects"": 0.5563132769403321, ""total"": 15.989788559947035}, ""inlet_temperature_c"": 17.920903276486793, ""operation"": ""charge"", ""soc"": 0.6441930641885847, ""soh"": 0.9853491867892444}, {""ambient_temperature_c"": 37.69375840201974, ""c_rate"": 1.1886974367742469, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 997.899221805199, ""dynamic_viscosity_pa_s"": 0.0009672614644735, ""specific_heat_j_kgk"": 4183.1137036366035, ""thermal_conductivity_w_mk"": 0.6005287423591699}, ""external_htc_w_m2k"": 6.850836234167218, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 11.289741425589645, ""interconnects"": 0.5617228535439188, ""total"": 11.851464279133562}, ""inlet_temperature_c"": 21.439287281900285, ""operation"": ""discharge"", ""soc"": 0.6024525889661163, ""soh"": 0.8263907240703702}]}",,"{""dP_kPa"": {""X"": 9.783042270061356}, ""limits_C"": {""X"": 16.5}, ""peak_C"": {""X"": 17.873803710937523}, ""pressure"": {""X"": ""fail""}, ""pressure_limits_kPa"": {""X"": 8.57}, ""rise_K"": {""X"": 7.537608284875773}, ""temperature"": {""X"": ""fail""}}","{""params"": {}, ""scorer"": ""duty_signoff""}","{""duty_modes"": [""controller_selected""], ""duty_regimes"": [""ambient_heated""], ""interstitial"": ""potting"", ""pressure_signoff"": ""fail"", ""quick_right"": false, ""reference_right"": true, ""shown_runs"": 4, ""signoff"": ""fail"", ""training_format"": ""signoff_1d4r""}","{""answer_case_names"": [""case08002""], ""case_names"": [""case08008"", ""case08001"", ""case08005"", ""case08003"", ""case08002""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case08002""], ""geometry_ids"": [""geom_111c94f7d8ad3d66"", ""geom_111c94f7d8ad3d66"", ""geom_111c94f7d8ad3d66"", ""geom_111c94f7d8ad3d66"", ""geom_111c94f7d8ad3d66""], ""run_cases"": [""case08008"", ""case08001"", ""case08005"", ""case08003""], ""solve_signatures"": 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reference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-09-v3\""""]}" ejb-training-0.1-train_val-signoff-00219-ab61ee,duty_signoff,single_turn,train_val,public_train,,"You are signing off a battery cold plate at two new duties from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 44 x 18650 cylindrical cell (Molicel P22S class) (2.20 Ah, INR layered oxide, 18.6 mm diameter x 65.2 mm tall) in staggered rows of 4 rows x 11 columns, 5.2 mm cell spacing; no thermal-interface pads (cells sit directly on the plate); solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headered serpentine plate, 296 x 120 x 5.75 mm; 1 serpentine circuit(s) with 6 turns each, fed from headers; channel diameter 2.35 mm, flow across the plate width (y); ports 2.35 mm on the front (inlet) and back (outlet) faces; minimum wall 1.1 mm. Completed runs 1: Coolant water at 11.5 °C inlet, 0.129 L/min (density 999.6 kg/m³, cp 4193 J/kgK, viscosity 1.25 mPa·s). Ambient 19.5 °C, external heat-transfer coefficient 4.5 W/m²K on exposed surfaces. Load: charge at 0.263C, SOC 55%, state of health 92%; total heat generation 0.461 W (0.436 W in cells, 0.0251 W in terminals/interconnects, applied uniformly). Result: peak cell rise 3.12 K; cell spread 2.64 K; coolant rise 0.942 K; pressure drop 7.82 kPa 2: Coolant 50 wt% ethylene glycol / water at 28.9 °C inlet, 0.318 L/min (density 1060 kg/m³, cp 3358 J/kgK, viscosity 2.82 mPa·s). Ambient 40.0 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 2.20C, SOC 26%, state of health 80%; total heat generation 59.8 W (59.1 W in cells, 0.791 W in terminals/interconnects, applied uniformly). Result: peak cell rise 13.1 K; cell spread 10.9 K; coolant rise 3.57 K; pressure drop 46.0 kPa 3: Coolant 30 wt% ethylene glycol / water at 24.4 °C inlet, 0.100 L/min (density 1036 kg/m³, cp 3731 J/kgK, viscosity 1.90 mPa·s). Ambient 23.8 °C, external heat-transfer coefficient 9.4 W/m²K on exposed surfaces. Load: charge at 1.12C, SOC 51%, state of health 76%; total heat generation 10.4 W (9.16 W in cells, 1.19 W in terminals/interconnects, applied uniformly). Result: peak cell rise 2.99 K; cell spread 2.51 K; coolant rise 1.08 K; pressure drop 7.35 kPa Duties Duty X (peak cell limit 32.0 °C, pressure drop limit 11.3 kPa): Coolant 50 wt% ethylene glycol / water at 22.3 °C inlet, 0.112 L/min (density 1064 kg/m³, cp 3324 J/kgK, viscosity 3.43 mPa·s). Ambient 36.2 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 1.65C, SOC 36%, state of health 90%; total heat generation 29.1 W (28.1 W in cells, 1.02 W in terminals/interconnects, applied uniformly). Duty Y (peak cell limit 21.5 °C, pressure drop limit 4.23 kPa): Coolant water at 17.9 °C inlet, 0.100 L/min (density 998.6 kg/m³, cp 4186 J/kgK, viscosity 1.05 mPa·s). Ambient 18.2 °C, external heat-transfer coefficient 3.5 W/m²K on exposed surfaces. Load: charge at 1.55C, SOC 64%, state of health 99%; total heat generation 16.0 W (15.4 W in cells, 0.556 W in terminals/interconnects, applied uniformly). For each duty, say whether peak cell temperature stays at or below its limit and whether pressure drop stays at or below its limit. Scoring: The score is 1 only if every temperature and pressure verdict is correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""pressure"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\"""", ""temperature"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 36.22316488996148, ""c_rate"": 1.6493082815155578, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1063.6775079331576, ""dynamic_viscosity_pa_s"": 0.003427527100064, ""specific_heat_j_kgk"": 3324.2292471669366, ""thermal_conductivity_w_mk"": 0.3905911282352063}, ""external_htc_w_m2k"": 10.512488957494496, ""flow_lpm"": 0.1124702422412243, ""heat_w"": {""cells"": 28.072267591540783, ""interconnects"": 1.0172215439908234, ""total"": 29.08948913553161}, ""inlet_temperature_c"": 22.327724592657443, ""operation"": ""discharge"", ""soc"": 0.3626286391168832, ""soh"": 0.8985276743769646}, {""ambient_temperature_c"": 18.170739505439997, ""c_rate"": 1.5510430731704412, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.6132229704596, ""dynamic_viscosity_pa_s"": 0.0010547800863693, ""specific_heat_j_kgk"": 4185.650947994697, ""thermal_conductivity_w_mk"": 0.5942736522769986}, ""external_htc_w_m2k"": 3.487010140903294, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 15.433475283006704, ""interconnects"": 0.5563132769403321, ""total"": 15.989788559947035}, ""inlet_temperature_c"": 17.920903276486793, ""operation"": ""charge"", ""soc"": 0.6441930641885847, ""soh"": 0.9853491867892444}], ""pack"": {""arrangement"": ""staggered_rows"", ""capacity_ah"": 2.2, ""cell_count"": 44, ""cell_dimensions_mm"": {""diameter"": 18.6, ""height"": 65.2}, ""cell_family"": ""molicel_18650"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 5.220385600626469, ""chemistry"": ""INR layered oxide"", ""columns"": 11, ""interstitial"": ""potting"", ""plate_coverage"": 0.7687165169280068, ""rows"": 4, ""tim_thickness_mm"": null}, ""plate"": {""channel_diameter_mm"": 2.352278718551614, ""flow_direction"": ""widthwise_y"", ""height_mm"": 5.75, ""inlet_face"": ""front"", ""layout"": ""serpentine"", ""length_mm"": 296.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.1253378968685863, ""outlet_face"": ""back"", ""parallel_paths"": 1, ""port_diameter_mm"": 2.352278718551614, ""turns"": 6, ""width_mm"": 120.0}, ""runs"": [{""ambient_temperature_c"": 19.51892828568816, ""c_rate"": 0.2631583368353705, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.5566933639142, ""dynamic_viscosity_pa_s"": 0.001251710520493, ""specific_heat_j_kgk"": 4192.8755105518885, ""thermal_conductivity_w_mk"": 0.5818599298062822}, ""external_htc_w_m2k"": 4.485077901743352, ""flow_lpm"": 0.1285159129460882, ""heat_w"": {""cells"": 0.4355253930057542, ""interconnects"": 0.0251089431913164, ""total"": 0.4606343361970707}, ""inlet_temperature_c"": 11.49118534999663, ""operation"": ""charge"", ""soc"": 0.5513585301116108, ""soh"": 0.9178321939893066}, {""ambient_temperature_c"": 39.98183668591082, ""c_rate"": 2.2045489887322827, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1060.03876453829, ""dynamic_viscosity_pa_s"": 0.0028176622430666, ""specific_heat_j_kgk"": 3357.813735088916, ""thermal_conductivity_w_mk"": 0.3946440215055439}, ""external_htc_w_m2k"": 10.513910670764744, ""flow_lpm"": 0.3180519450879221, ""heat_w"": {""cells"": 59.05226617635575, ""interconnects"": 0.7906918203600667, ""total"": 59.84295799671582}, ""inlet_temperature_c"": 28.86417045723647, ""operation"": ""discharge"", ""soc"": 0.2641116651240736, ""soh"": 0.7957529038190841}, {""ambient_temperature_c"": 23.849096689373255, ""c_rate"": 1.120876310438026, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1036.1858421149552, ""dynamic_viscosity_pa_s"": 0.0019049396016353, ""specific_heat_j_kgk"": 3731.2125011280623, ""thermal_conductivity_w_mk"": 0.468998484862304}, ""external_htc_w_m2k"": 9.394440899603069, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 9.161110380950678, ""interconnects"": 1.1943970213292805, ""total"": 10.355507402279958}, ""inlet_temperature_c"": 24.43885530345142, ""operation"": ""charge"", ""soc"": 0.5106645978987217, ""soh"": 0.7583559093065559}]}",,"{""dP_kPa"": {""X"": 12.73300271500781, ""Y"": 4.982697866468007}, ""limits_C"": {""X"": 32.0, ""Y"": 21.5}, ""peak_C"": {""X"": 34.70595703125002, ""Y"": 22.211816406250023}, ""pressure"": {""X"": ""fail"", ""Y"": ""fail""}, ""pressure_limits_kPa"": {""X"": 11.3, ""Y"": 4.23}, ""rise_K"": {""X"": 12.37823243859259, ""Y"": 4.290913129763226}, ""temperature"": {""X"": ""fail"", ""Y"": ""fail""}}","{""params"": {}, ""scorer"": ""duty_signoff""}","{""duty_modes"": [""controller_selected"", ""controller_selected""], ""duty_regimes"": [""mixed"", ""load_dominated""], ""interstitial"": ""potting"", ""pressure_signoff"": ""fail_fail"", ""quick_right"": false, ""reference_right"": true, ""shown_runs"": 3, ""signoff"": ""fail_fail"", ""training_format"": ""signoff_2d3r""}","{""answer_case_names"": [""case08004"", ""case08005""], ""case_names"": [""case08008"", ""case08007"", ""case08001"", ""case08004"", ""case08005""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case08004"", ""case08005""], ""geometry_ids"": [""geom_111c94f7d8ad3d66"", ""geom_111c94f7d8ad3d66"", ""geom_111c94f7d8ad3d66"", ""geom_111c94f7d8ad3d66"", ""geom_111c94f7d8ad3d66""], ""run_cases"": [""case08008"", ""case08007"", ""case08001""], ""solve_signatures"": [""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+cht-bounded-flow-progress-v1+cht-solid-topology-reuse-v1+cht-secondary-accuracy-recovery-v1+cht-secondary-failure-evidence-v1+cht-sibling-flow-initial-guess-v1+cht-certified-cfl-gate-v1+cht-hydraulic-envelope-explicit-v1+cht-cfl-edge-memory-v1+cht-stationary-plateau-acceptance-v1+cht-sfd-float64-v1+cht-sibling-thermal-initial-guess-v1+cht-pressure-endgame-v1+cht-buoyant-spinup-fail-fast-v1+cht-period-two-cfl-guard-v1+cht-growth-endgame-v1+cht-secondary-screening-v1+cht-secondary-screening-secant-v1+cht-period-two-regrowth-gate-v1+cht-endgame-dose-ladder-v1+cht-endgame-momentum-sfd-v1+cht-secondary-endgame-v1+cht-endgame-pseudo-time-leg-v1+cht-secondary-stall-recovery-v1+cht-secondary-stationarity-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-c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""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-polymesh-flow-gate+native-polymesh-bounded-pressure-recovery+native-polymesh-fixed-outlet-handoff+native-polymesh-point-velocity-trust+native-polymesh-mass-recovery-cut+native-polymesh-zero-hot-cell-speed-rail+native-polymesh-progressive-mass-recovery+native-polymesh-owner-window-cfl-recovery+flow-gate-fixed-outlet-pressure-drop+cutcell-face-normal-boundary-distance+cutcell-postclosure-owner-dose+durable-flow-restart+sealed-gap-buoyancy-gate+acm-potential-wall-ramp+acm-reference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-09-v3\""""]}" ejb-training-0.1-train_val-signoff-00222-ab075d,duty_signoff,single_turn,train_val,public_train,,"You are signing off a battery cold plate at one new duty from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 28 x EVE LF105-class prismatic cell (105 Ah, LFP/graphite, 36.4 x 130 x 200 mm) in a rectangular grid of 4 rows x 7 columns, 3.2 mm cell spacing; a 0.79 mm thermal-interface pad under each cell; open air between cells (natural convection and radiation to ambient). Cold plate: Aluminium centre-fed parallel-channel plate, 296 x 556 x 19.0 mm; 26 parallel round channels fed by a bifurcating centre manifold; channel diameter 3.96 mm, flow across the plate width (y); ports 15.2 mm on the front (inlet) and back (outlet) faces; minimum wall 1.3 mm. Completed runs 1: Coolant 30 wt% ethylene glycol / water at 13.6 °C inlet, 0.500 L/min (density 1041 kg/m³, cp 3699 J/kgK, viscosity 2.64 mPa·s). Ambient 15.3 °C, external heat-transfer coefficient 3.5 W/m²K on exposed surfaces. Load: discharge at 0.380C, SOC 21%, state of health 89%; total heat generation 146 W (145 W in cells, 1.49 W in terminals/interconnects, applied uniformly). Result: peak cell rise 9.70 K; cell spread 8.55 K; coolant rise 3.35 K; pressure drop 0.0749 kPa 2: Coolant water at 11.1 °C inlet, 9.52 L/min (density 999.6 kg/m³, cp 4193 J/kgK, viscosity 1.26 mPa·s). Ambient 13.6 °C, external heat-transfer coefficient 9.5 W/m²K on exposed surfaces. Load: discharge at 0.267C, SOC 53%, state of health 85%; total heat generation 89.9 W (88.3 W in cells, 1.58 W in terminals/interconnects, applied uniformly). Result: peak cell rise 5.00 K; cell spread 4.83 K; coolant rise 0.131 K; pressure drop 2.11 kPa 3: Coolant 30 wt% ethylene glycol / water at 20.0 °C inlet, 0.500 L/min (density 1038 kg/m³, cp 3718 J/kgK, viscosity 2.17 mPa·s). Ambient 22.0 °C, external heat-transfer coefficient 10 W/m²K on exposed surfaces. Load: discharge at 0.256C, SOC 83%, state of health 94%; total heat generation 27.9 W (27.5 W in cells, 0.478 W in terminals/interconnects, applied uniformly). Result: peak cell rise 2.59 K; cell spread 2.24 K; coolant rise 0.979 K; pressure drop 0.0627 kPa Duties Duty X (peak cell limit 23.0 °C, pressure drop limit 0.238 kPa): Coolant 50 wt% ethylene glycol / water at 15.6 °C inlet, 1.11 L/min (density 1067 kg/m³, cp 3289 J/kgK, viscosity 4.28 mPa·s). Ambient 18.0 °C, external heat-transfer coefficient 6.0 W/m²K on exposed surfaces. Load: discharge at 0.310C, SOC 33%, state of health 78%; total heat generation 132 W (128 W in cells, 3.62 W in terminals/interconnects, applied uniformly). For each duty, say whether peak cell temperature stays at or below its limit and whether pressure drop stays at or below its limit. Scoring: The score is 1 only if every temperature and pressure verdict is correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""pressure"": ""object mapping \""X\"" to \""pass\"" or \""fail\"""", ""temperature"": ""object mapping \""X\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 18.022322291508317, ""c_rate"": 0.3102306835656755, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1067.2168914661029, ""dynamic_viscosity_pa_s"": 0.0042821635375085, ""specific_heat_j_kgk"": 3288.7973618198184, ""thermal_conductivity_w_mk"": 0.3864355894709106}, ""external_htc_w_m2k"": 5.972816018387675, ""flow_lpm"": 1.1056452092372613, ""heat_w"": {""cells"": 128.35996551728786, ""interconnects"": 3.62006840365382, ""total"": 131.98003392094168}, ""inlet_temperature_c"": 15.619544449561648, ""operation"": ""discharge"", ""soc"": 0.3322559497784823, ""soh"": 0.7797507948242127}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 105.0, ""cell_count"": 28, ""cell_dimensions_mm"": {""height"": 200.5, ""length"": 36.35, ""width"": 130.3}, ""cell_family"": ""eve_lf105"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 3.1702009066939354, ""chemistry"": ""LFP/graphite"", ""columns"": 7, ""interstitial"": ""air"", ""plate_coverage"": 0.8991531142489974, ""rows"": 4, ""tim_thickness_mm"": 0.7883028941694646}, ""plate"": {""channel_diameter_mm"": 3.959102005046795, ""flow_direction"": ""widthwise_y"", ""height_mm"": 19.0, ""inlet_face"": ""front"", ""layout"": ""parallel"", ""length_mm"": 296.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.2680120449513197, ""outlet_face"": ""back"", ""parallel_paths"": 26, ""port_diameter_mm"": 15.221637578670776, ""turns"": 0, ""width_mm"": 556.0}, ""runs"": [{""ambient_temperature_c"": 15.286781629547477, ""c_rate"": 0.3796070656757186, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1040.5118180867437, ""dynamic_viscosity_pa_s"": 0.002642260614942, ""specific_heat_j_kgk"": 3699.4068828000222, ""thermal_conductivity_w_mk"": 0.4589449720458558}, ""external_htc_w_m2k"": 3.5138089042156935, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 144.9821431826741, ""interconnects"": 1.4873171307807944, ""total"": 146.46946031345487}, ""inlet_temperature_c"": 13.635948332854174, ""operation"": ""discharge"", ""soc"": 0.2110458509065211, ""soh"": 0.8890452457591891}, {""ambient_temperature_c"": 13.586483458057046, ""c_rate"": 0.2670583379277907, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.5929849396932, ""dynamic_viscosity_pa_s"": 0.001263914869551, ""specific_heat_j_kgk"": 4193.380032888434, ""thermal_conductivity_w_mk"": 0.5811545083817349}, ""external_htc_w_m2k"": 9.454933220520616, ""flow_lpm"": 9.517289916771992, ""heat_w"": {""cells"": 88.33125578244704, ""interconnects"": 1.5783181128668238, ""total"": 89.90957389531387}, ""inlet_temperature_c"": 11.146393282413978, ""operation"": ""discharge"", ""soc"": 0.5285314212553203, ""soh"": 0.8484413119032979}, {""ambient_temperature_c"": 22.040798142552376, ""c_rate"": 0.2559079525456987, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1038.0468708951032, ""dynamic_viscosity_pa_s"": 0.0021666668264575, ""specific_heat_j_kgk"": 3718.241150425592, ""thermal_conductivity_w_mk"": 0.4648941051521377}, ""external_htc_w_m2k"": 10.208954368717968, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 27.464101756258273, ""interconnects"": 0.4776043864411383, ""total"": 27.941706142699413}, ""inlet_temperature_c"": 19.99664203357029, ""operation"": ""discharge"", ""soc"": 0.8279936118982731, ""soh"": 0.9362404442392288}]}",,"{""dP_kPa"": {""X"": 0.27894856311484184}, ""limits_C"": {""X"": 23.0}, ""peak_C"": {""X"": 24.199884033203148}, ""pressure"": {""X"": ""fail""}, ""pressure_limits_kPa"": {""X"": 0.238}, ""rise_K"": {""X"": 8.58033958364149}, ""temperature"": {""X"": ""fail""}}","{""params"": {}, ""scorer"": ""duty_signoff""}","{""duty_modes"": [""controller_selected""], ""duty_regimes"": [""load_dominated""], ""interstitial"": ""air"", ""pressure_signoff"": ""fail"", ""quick_right"": false, ""reference_right"": true, ""shown_runs"": 3, ""signoff"": ""fail"", ""training_format"": ""signoff_1d3r""}","{""answer_case_names"": [""case02083""], ""case_names"": [""case02082"", ""case02088"", ""case02085"", ""case02083""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case02083""], ""geometry_ids"": [""geom_f5a932884d5250c0"", ""geom_f5a932884d5250c0"", ""geom_f5a932884d5250c0"", ""geom_f5a932884d5250c0""], ""run_cases"": [""case02082"", ""case02088"", ""case02085""], ""solve_signatures"": [""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+cht-bounded-flow-progress-v1+cht-solid-topology-reuse-v1+cht-secondary-accuracy-recovery-v1+cht-secondary-failure-evidence-v1+cht-sibling-flow-initial-guess-v1+cht-certified-cfl-gate-v1+cht-hydraulic-envelope-explicit-v1+cht-cfl-edge-memory-v1+cht-stationary-plateau-acceptance-v1+cht-sfd-float64-v1+cht-sibling-thermal-initial-guess-v1+cht-pressure-endgame-v1+cht-buoyant-spinup-fail-fast-v1+cht-period-two-cfl-guard-v1+cht-growth-endgame-v1+cht-secondary-screening-v1+cht-secondary-screening-secant-v1+cht-period-two-regrowth-gate-v1+cht-endgame-dose-ladder-v1+cht-endgame-momentum-sfd-v1+cht-secondary-endgame-v1+cht-endgame-pseudo-time-leg-v1+cht-secondary-stall-recovery-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-clos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ejb-training-0.1-train_val-campaign-00227-4ef443,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The five planned test points are listed below. Six result sheets came back from the rig, but their labels were lost and some entries are illegible. Five belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 11 x EVE LF280K-class prismatic cell (280 Ah, LFP/graphite, 71.7 x 174 x 207 mm) in a rectangular grid of 1 row x 11 columns, 1.4 mm cell spacing; no thermal-interface pads (cells sit directly on the plate); solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headerless serpentine plate, 827 x 197 x 10.2 mm; 1 serpentine circuit(s) with 4 turns each, ports connected directly to the channels; channel diameter 6.18 mm, flow along the plate length (x); ports 6.18 mm on the left (inlet) and right (outlet) faces; minimum wall 1.4 mm. Planned test points 1: Coolant water at 25.6 °C inlet, 0.500 L/min (density 996.9 kg/m³, cp 4181 J/kgK, viscosity 0.878 mPa·s). Ambient 29.6 °C, external heat-transfer coefficient 9.6 W/m²K on exposed surfaces. Load: charge at 0.620C, SOC 43%, state of health 99%; total heat generation 85.1 W (83.4 W in cells, 1.75 W in terminals/interconnects, applied uniformly). 2: Coolant 50 wt% ethylene glycol / water at 13.2 °C inlet, 0.500 L/min (density 1068 kg/m³, cp 3276 J/kgK, viscosity 4.66 mPa·s). Ambient 21.8 °C, external heat-transfer coefficient 4.6 W/m²K on exposed surfaces. Load: discharge at 0.234C, SOC 73%, state of health 97%; total heat generation 51.0 W (50.4 W in cells, 0.609 W in terminals/interconnects, applied uniformly). 3: Coolant 30 wt% ethylene glycol / water at 24.5 °C inlet, 0.797 L/min (density 1036 kg/m³, cp 3732 J/kgK, viscosity 1.90 mPa·s). Ambient 38.5 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.595C, SOC 18%, state of health 72%; total heat generation 160 W (153 W in cells, 6.63 W in terminals/interconnects, applied uniformly). 4: Coolant water at 10.1 °C inlet, 0.759 L/min (density 999.7 kg/m³, cp 4195 J/kgK, viscosity 1.30 mPa·s). Ambient 20.0 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 0.268C, SOC 51%, state of health 76%; total heat generation 127 W (126 W in cells, 1.11 W in terminals/interconnects, applied uniformly). 5: Coolant 50 wt% ethylene glycol / water at 23.1 °C inlet, 0.500 L/min (density 1063 kg/m³, cp 3328 J/kgK, viscosity 3.35 mPa·s). Ambient 32.9 °C, external heat-transfer coefficient 4.0 W/m²K on exposed surfaces. Load: charge at 0.533C, SOC 80%, state of health 95%; total heat generation 68.9 W (61.9 W in cells, 6.99 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 6.38 K; cell spread 5.18 K; coolant rise illegible; pressure drop 1.08 kPa B peak cell rise 10.4 K; cell spread 8.55 K; coolant rise illegible; pressure drop 2.43 kPa C peak cell rise 9.40 K; cell spread 7.13 K; coolant rise 3.18 K; pressure drop illegible D peak cell rise 9.15 K; cell spread 8.59 K; coolant rise 0.167 K; pressure drop 3.08 kPa E peak cell rise 15.0 K; cell spread 12.0 K; coolant rise 4.03 K; pressure drop illegible F peak cell rise 7.03 K; cell spread 5.11 K; coolant rise 2.60 K; pressure drop 4.58 kPa Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 36.0 °C): Coolant water at 26.5 °C inlet, 0.500 L/min (density 996.7 kg/m³, cp 4181 J/kgK, viscosity 0.861 mPa·s). Ambient 41.2 °C, external heat-transfer coefficient 9.4 W/m²K on exposed surfaces. Load: charge at 0.426C, SOC 39%, state of health 89%; total heat generation 48.7 W (45.0 W in cells, 3.71 W in terminals/interconnects, applied uniformly). Duty Y (limit 41.0 °C): Coolant 50 wt% ethylene glycol / water at 12.2 °C inlet, 1.32 L/min (density 1069 kg/m³, cp 3270 J/kgK, viscosity 4.84 mPa·s). Ambient 18.2 °C, external heat-transfer coefficient 6.0 W/m²K on exposed surfaces. Load: discharge at 0.730C, SOC 95%, state of health 80%; total heat generation 420 W (412 W in cells, 8.28 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""5\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 41.17405290249735, ""c_rate"": 0.4259657201087776, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 996.6540056354958, ""dynamic_viscosity_pa_s"": 0.0008605477419702, ""specific_heat_j_kgk"": 4180.754412202293, ""thermal_conductivity_w_mk"": 0.6089312329473103}, ""external_htc_w_m2k"": 9.435793096199632, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 44.967141645357145, ""interconnects"": 3.708441630654454, ""total"": 48.6755832760116}, ""inlet_temperature_c"": 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eference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-09-v3\""""], ""stray_case"": ""case00688""}" ejb-training-0.1-train_val-campaign-00229-72034c,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The five planned test points are listed below. Six result sheets came back from the rig, but their labels were lost and some entries are illegible. Five belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 11 x EVE LF280K-class prismatic cell (280 Ah, LFP/graphite, 71.7 x 174 x 207 mm) in a rectangular grid of 1 row x 11 columns, 1.4 mm cell spacing; no thermal-interface pads (cells sit directly on the plate); solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headerless serpentine plate, 827 x 197 x 10.2 mm; 1 serpentine circuit(s) with 4 turns each, ports connected directly to the channels; channel diameter 6.18 mm, flow along the plate length (x); ports 6.18 mm on the left (inlet) and right (outlet) faces; minimum wall 1.4 mm. Planned test points 1: Coolant 50 wt% ethylene glycol / water at 12.2 °C inlet, 1.32 L/min (density 1069 kg/m³, cp 3270 J/kgK, viscosity 4.84 mPa·s). Ambient 18.2 °C, external heat-transfer coefficient 6.0 W/m²K on exposed surfaces. Load: discharge at 0.730C, SOC 95%, state of health 80%; total heat generation 420 W (412 W in cells, 8.28 W in terminals/interconnects, applied uniformly). 2: Coolant 30 wt% ethylene glycol / water at 24.5 °C inlet, 0.797 L/min (density 1036 kg/m³, cp 3732 J/kgK, viscosity 1.90 mPa·s). Ambient 38.5 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.595C, SOC 18%, state of health 72%; total heat generation 160 W (153 W in cells, 6.63 W in terminals/interconnects, applied uniformly). 3: Coolant 30 wt% ethylene glycol / water at 15.3 °C inlet, 0.500 L/min (density 1040 kg/m³, cp 3705 J/kgK, viscosity 2.50 mPa·s). Ambient 26.7 °C, external heat-transfer coefficient 6.6 W/m²K on exposed surfaces. Load: charge at 0.328C, SOC 59%, state of health 82%; total heat generation 38.1 W (36.0 W in cells, 2.13 W in terminals/interconnects, applied uniformly). 4: Coolant 50 wt% ethylene glycol / water at 13.2 °C inlet, 0.500 L/min (density 1068 kg/m³, cp 3276 J/kgK, viscosity 4.66 mPa·s). Ambient 21.8 °C, external heat-transfer coefficient 4.6 W/m²K on exposed surfaces. Load: discharge at 0.234C, SOC 73%, state of health 97%; total heat generation 51.0 W (50.4 W in cells, 0.609 W in terminals/interconnects, applied uniformly). 5: Coolant water at 10.1 °C inlet, 0.759 L/min (density 999.7 kg/m³, cp 4195 J/kgK, viscosity 1.30 mPa·s). Ambient 20.0 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 0.268C, SOC 51%, state of health 76%; total heat generation 127 W (126 W in cells, 1.11 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 15.0 K; cell spread 12.0 K; coolant rise 4.03 K; pressure drop illegible B peak cell rise 25.2 K; cell spread 21.0 K; coolant rise 4.35 K; pressure drop 13.9 kPa C peak cell rise 10.4 K; cell spread 8.55 K; coolant rise illegible; pressure drop 2.43 kPa D peak cell rise 9.15 K; cell spread 8.59 K; coolant rise 0.167 K; pressure drop illegible E peak cell rise 7.03 K; cell spread 5.11 K; coolant rise illegible; pressure drop 4.58 kPa F peak cell rise 8.42 K; cell spread 6.49 K; coolant rise 2.80 K; pressure drop 2.61 kPa Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 39.5 °C): Coolant water at 26.5 °C inlet, 0.500 L/min (density 996.7 kg/m³, cp 4181 J/kgK, viscosity 0.861 mPa·s). Ambient 41.2 °C, external heat-transfer coefficient 9.4 W/m²K on exposed surfaces. Load: charge at 0.426C, SOC 39%, state of health 89%; total heat generation 48.7 W (45.0 W in cells, 3.71 W in terminals/interconnects, applied uniformly). Duty Y (limit 31.0 °C): Coolant water at 25.6 °C inlet, 0.500 L/min (density 996.9 kg/m³, cp 4181 J/kgK, viscosity 0.878 mPa·s). Ambient 29.6 °C, external heat-transfer coefficient 9.6 W/m²K on exposed surfaces. Load: charge at 0.620C, SOC 43%, state of health 99%; total heat generation 85.1 W (83.4 W in cells, 1.75 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""5\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 41.17405290249735, ""c_rate"": 0.4259657201087776, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 996.6540056354958, ""dynamic_viscosity_pa_s"": 0.0008605477419702, ""specific_heat_j_kgk"": 4180.754412202293, ""thermal_conductivity_w_mk"": 0.6089312329473103}, ""external_htc_w_m2k"": 9.435793096199632, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 44.967141645357145, ""interconnects"": 3.708441630654454, ""total"": 48.6755832760116}, ""inlet_temperature_c"": 26.493403720983075, ""operation"": ""charge"", ""soc"": 0.3882949983701109, ""soh"": 0.88811955479905}, {""ambient_temperature_c"": 29.570715837180614, ""c_rate"": 0.6195260459606498, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 996.8926298372548, ""dynamic_viscosity_pa_s"": 0.0008780343508178, ""specific_heat_j_kgk"": 4181.07800509661, ""thermal_conductivity_w_mk"": 0.6074891890254076}, ""external_htc_w_m2k"": 9.600535335950552, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 83.37541992280103, ""interconnects"": 1.7510139190189389, ""total"": 85.12643384181997}, ""inlet_temperature_c"": 25.597636185012025, ""operation"": ""charge"", ""soc"": 0.4292044558096677, ""soh"": 0.9932260185480116}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 280.0, ""cell_count"": 11, ""cell_dimensions_mm"": {""height"": 207.2, ""length"": 71.7, ""width"": 173.7}, ""cell_family"": ""eve_lf280k_v3"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 1.3573561534285543, ""chemistry"": ""LFP/graphite"", ""columns"": 11, ""interstitial"": ""potting"", ""plate_coverage"": 0.8843855482976004, ""rows"": 1, ""tim_thickness_mm"": null}, ""planned_points"": [{""ambient_temperature_c"": 18.211932983249422, ""c_rate"": 0.7299754321342791, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1068.9494580481685, ""dynamic_viscosity_pa_s"": 0.0048438653087211, ""specific_heat_j_kgk"": 3270.2899083018547, ""thermal_conductivity_w_mk"": 0.3843107988223978}, ""external_htc_w_m2k"": 6.0328822787851095, ""flow_lpm"": 1.316961257798709, ""heat_w"": {""cells"": 411.9082183421155, ""interconnects"": 8.280554915834403, ""total"": 420.1887732579499}, ""inlet_temperature_c"": 12.183261839672925, ""operation"": ""discharge"", ""soc"": 0.9480277918279172, ""soh"": 0.8032214882783592}, {""ambient_temperature_c"": 38.47767424769699, ""c_rate"": 0.5949867107883579, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1036.1391731104543, ""dynamic_viscosity_pa_s"": 0.001899168062123, ""specific_heat_j_kgk"": 3731.5260529877746, ""thermal_conductivity_w_mk"": 0.4690977823669686}, ""external_htc_w_m2k"": 11.235980062745512, ""flow_lpm"": 0.7968190908469573, ""heat_w"": {""cells"": 153.42671140546113, ""interconnects"": 6.633574711848108, ""total"": 160.06028611730923}, ""inlet_temperature_c"": 24.546900556999383, ""operation"": ""charge"", ""soc"": 0.1796423853375017, ""soh"": 0.7220172169618309}, {""ambient_temperature_c"": 26.74352797679603, ""c_rate"": 0.3282235721931033, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1039.8714709998435, ""dynamic_viscosity_pa_s"": 0.0025005291804992, ""specific_heat_j_kgk"": 3704.508385628376, ""thermal_conductivity_w_mk"": 0.4605553120759609}, ""external_htc_w_m2k"": 6.5523379454389215, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 35.98392828627936, ""interconnects"": 2.13228483267285, ""total"": 38.11621311895221}, ""inlet_temperature_c"": 15.348958726972342, ""operation"": ""charge"", ""soc"": 0.5869738036766649, ""soh"": 0.8186190360225737}, {""ambient_temperature_c"": 21.796855116263032, ""c_rate"": 0.2337171956832341, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1068.4345177404307, ""dynamic_viscosity_pa_s"": 0.0046644741972817, ""specific_heat_j_kgk"": 3275.878073654383, ""thermal_conductivity_w_mk"": 0.3849491635278584}, ""external_htc_w_m2k"": 4.632272939197719, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 50.4117604418204, ""interconnects"": 0.6094535618070938, ""total"": 51.02121400362749}, ""inlet_temperature_c"": 13.216245511641214, ""operation"": ""discharge"", ""soc"": 0.7318008868955075, ""soh"": 0.9746396067552268}, {""ambient_temperature_c"": 19.960241159424186, ""c_rate"": 0.2675800803676102, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.6916778731588, ""dynamic_viscosity_pa_s"": 0.0013013391222267, ""specific_heat_j_kgk"": 4194.962511924432, ""thermal_conductivity_w_mk"": 0.5790319804075742}, ""external_htc_w_m2k"": 10.630416937172413, ""flow_lpm"": 0.7589747644535968, ""heat_w"": {""cells"": 125.7565801806637, ""interconnects"": 1.1069848887047058, ""total"": 126.8635650693684}, ""inlet_temperature_c"": 10.121643301076716, ""operation"": ""discharge"", ""soc"": 0.5057163688354194, ""soh"": 0.756122135464102}], ""plate"": {""channel_diameter_mm"": 6.18022373641956, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 10.25, ""inlet_face"": ""left"", ""layout"": ""headerless_serpentine"", ""length_mm"": 827.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.4021688867360351, ""outlet_face"": ""right"", ""parallel_paths"": 1, ""port_diameter_mm"": 6.18022373641956, ""turns"": 4, ""width_mm"": 197.0}}",,"{""limits_C"": {""X"": 39.5, ""Y"": 31.0}, ""links"": {""1"": ""B"", ""2"": ""A"", ""3"": ""F"", ""4"": ""E"", ""5"": ""C""}, ""misfiled"": ""D"", ""peak_C"": {""X"": 37.96819458007815, ""Y"": 31.972741699218773}, ""rise_K"": {""X"": 11.474790859095094, ""Y"": 6.375105514206723}, ""signoff"": {""X"": ""pass"", ""Y"": ""fail""}}","{""params"": {}, ""scorer"": ""campaign""}","{""duty_modes"": [""thermal_stress_tail"", ""hydraulic_exploration""], ""duty_regimes"": [""ambient_heated"", ""load_dominated""], ""fit_clearance_scales"": [2.5, 0.07], ""interstitial"": ""potting"", ""non_controller_duties"": 2, ""profile"": ""training"", ""signoff"": ""pass_fail"", ""stray_state"": ""dP"", ""training_format"": ""campaign_5p"", ""trap_duties"": 0, ""uniqueness_ratio"": 1.081}","{""answer_case_names"": [""case08334"", ""case08332"", ""case08329"", ""case08333"", ""case08331"", ""case08335"", ""case08336"", ""case00688""], ""case_names"": [""case08334"", ""case08332"", ""case08329"", ""case08333"", ""case08331"", ""case08335"", ""case08336"", ""case00688""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case08335"", 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""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-polymesh-flow-gate+native-polymesh-bounded-pressure-recovery+native-polymesh-fixed-outlet-handoff+native-polymesh-point-velocity-trust+native-polymesh-mass-recovery-cut+native-polymesh-zero-hot-cell-speed-rail+native-polymesh-progressive-mass-recovery+native-polymesh-owner-window-cfl-recovery+flow-gate-fixed-outlet-pressure-drop+cutcell-face-normal-boundary-distance+cutcell-postclosure-owner-dose+durable-flow-restart+sealed-gap-buoyancy-gate+acm-potential-wall-ramp+acm-reference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-09-v3\""""], ""stray_case"": ""case00688""}" ejb-training-0.1-train_val-campaign-00231-0a0401,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The five planned test points are listed below. Six result sheets came back from the rig, but their labels were lost and some entries are illegible. Five belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 11 x EVE LF280K-class prismatic cell (280 Ah, LFP/graphite, 71.7 x 174 x 207 mm) in a rectangular grid of 1 row x 11 columns, 1.4 mm cell spacing; no thermal-interface pads (cells sit directly on the plate); solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headerless serpentine plate, 827 x 197 x 10.2 mm; 1 serpentine circuit(s) with 4 turns each, ports connected directly to the channels; channel diameter 6.18 mm, flow along the plate length (x); ports 6.18 mm on the left (inlet) and right (outlet) faces; minimum wall 1.4 mm. Planned test points 1: Coolant water at 10.1 °C inlet, 0.759 L/min (density 999.7 kg/m³, cp 4195 J/kgK, viscosity 1.30 mPa·s). Ambient 20.0 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 0.268C, SOC 51%, state of health 76%; total heat generation 127 W (126 W in cells, 1.11 W in terminals/interconnects, applied uniformly). 2: Coolant 50 wt% ethylene glycol / water at 13.2 °C inlet, 0.500 L/min (density 1068 kg/m³, cp 3276 J/kgK, viscosity 4.66 mPa·s). Ambient 21.8 °C, external heat-transfer coefficient 4.6 W/m²K on exposed surfaces. Load: discharge at 0.234C, SOC 73%, state of health 97%; total heat generation 51.0 W (50.4 W in cells, 0.609 W in terminals/interconnects, applied uniformly). 3: Coolant 30 wt% ethylene glycol / water at 24.5 °C inlet, 0.797 L/min (density 1036 kg/m³, cp 3732 J/kgK, viscosity 1.90 mPa·s). Ambient 38.5 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.595C, SOC 18%, state of health 72%; total heat generation 160 W (153 W in cells, 6.63 W in terminals/interconnects, applied uniformly). 4: Coolant water at 26.5 °C inlet, 0.500 L/min (density 996.7 kg/m³, cp 4181 J/kgK, viscosity 0.861 mPa·s). Ambient 41.2 °C, external heat-transfer coefficient 9.4 W/m²K on exposed surfaces. Load: charge at 0.426C, SOC 39%, state of health 89%; total heat generation 48.7 W (45.0 W in cells, 3.71 W in terminals/interconnects, applied uniformly). 5: Coolant 30 wt% ethylene glycol / water at 15.3 °C inlet, 0.500 L/min (density 1040 kg/m³, cp 3705 J/kgK, viscosity 2.50 mPa·s). Ambient 26.7 °C, external heat-transfer coefficient 6.6 W/m²K on exposed surfaces. Load: charge at 0.328C, SOC 59%, state of health 82%; total heat generation 38.1 W (36.0 W in cells, 2.13 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 11.5 K; cell spread 9.24 K; coolant rise 3.85 K; pressure drop illegible B peak cell rise 8.42 K; cell spread 6.49 K; coolant rise illegible; pressure drop 2.61 kPa C peak cell rise 7.03 K; cell spread 5.11 K; coolant rise 2.60 K; pressure drop 4.58 kPa D peak cell rise 15.0 K; cell spread 12.0 K; coolant rise illegible; pressure drop 3.52 kPa E peak cell rise 10.4 K; cell spread 8.55 K; coolant rise 2.94 K; pressure drop illegible F peak cell rise 7.41 K; cell spread 5.56 K; coolant rise 3.62 K; pressure drop 4.05 kPa Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 41.0 °C): Coolant 50 wt% ethylene glycol / water at 12.2 °C inlet, 1.32 L/min (density 1069 kg/m³, cp 3270 J/kgK, viscosity 4.84 mPa·s). Ambient 18.2 °C, external heat-transfer coefficient 6.0 W/m²K on exposed surfaces. Load: discharge at 0.730C, SOC 95%, state of health 80%; total heat generation 420 W (412 W in cells, 8.28 W in terminals/interconnects, applied uniformly). Duty Y (limit 33.0 °C): Coolant water at 25.6 °C inlet, 0.500 L/min (density 996.9 kg/m³, cp 4181 J/kgK, viscosity 0.878 mPa·s). Ambient 29.6 °C, external heat-transfer coefficient 9.6 W/m²K on exposed surfaces. Load: charge at 0.620C, SOC 43%, state of health 99%; total heat generation 85.1 W (83.4 W in cells, 1.75 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""5\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 18.211932983249422, ""c_rate"": 0.7299754321342791, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1068.9494580481685, ""dynamic_viscosity_pa_s"": 0.0048438653087211, ""specific_heat_j_kgk"": 3270.2899083018547, ""thermal_conductivity_w_mk"": 0.3843107988223978}, ""external_htc_w_m2k"": 6.0328822787851095, ""flow_lpm"": 1.316961257798709, ""heat_w"": {""cells"": 411.9082183421155, ""interconnects"": 8.280554915834403, ""total"": 420.1887732579499}, ""inlet_temperature_c"": 12.183261839672925, ""operation"": ""discharge"", ""soc"": 0.9480277918279172, ""soh"": 0.8032214882783592}, {""ambient_temperature_c"": 29.570715837180614, ""c_rate"": 0.6195260459606498, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 996.8926298372548, ""dynamic_viscosity_pa_s"": 0.0008780343508178, ""specific_heat_j_kgk"": 4181.07800509661, ""thermal_conductivity_w_mk"": 0.6074891890254076}, ""external_htc_w_m2k"": 9.600535335950552, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 83.37541992280103, ""interconnects"": 1.7510139190189389, ""total"": 85.12643384181997}, ""inlet_temperature_c"": 25.597636185012025, ""operation"": ""charge"", ""soc"": 0.4292044558096677, ""soh"": 0.9932260185480116}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 280.0, ""cell_count"": 11, ""cell_dimensions_mm"": {""height"": 207.2, ""length"": 71.7, ""width"": 173.7}, ""cell_family"": ""eve_lf280k_v3"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 1.3573561534285543, ""chemistry"": ""LFP/graphite"", ""columns"": 11, ""interstitial"": ""potting"", ""plate_coverage"": 0.8843855482976004, ""rows"": 1, ""tim_thickness_mm"": null}, ""planned_points"": [{""ambient_temperature_c"": 19.960241159424186, ""c_rate"": 0.2675800803676102, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.6916778731588, ""dynamic_viscosity_pa_s"": 0.0013013391222267, ""specific_heat_j_kgk"": 4194.962511924432, ""thermal_conductivity_w_mk"": 0.5790319804075742}, ""external_htc_w_m2k"": 10.630416937172413, ""flow_lpm"": 0.7589747644535968, ""heat_w"": {""cells"": 125.7565801806637, ""interconnects"": 1.1069848887047058, ""total"": 126.8635650693684}, ""inlet_temperature_c"": 10.121643301076716, ""operation"": ""discharge"", ""soc"": 0.5057163688354194, ""soh"": 0.756122135464102}, {""ambient_temperature_c"": 21.796855116263032, ""c_rate"": 0.2337171956832341, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1068.4345177404307, ""dynamic_viscosity_pa_s"": 0.0046644741972817, ""specific_heat_j_kgk"": 3275.878073654383, ""thermal_conductivity_w_mk"": 0.3849491635278584}, ""external_htc_w_m2k"": 4.632272939197719, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 50.4117604418204, ""interconnects"": 0.6094535618070938, ""total"": 51.02121400362749}, ""inlet_temperature_c"": 13.216245511641214, ""operation"": ""discharge"", ""soc"": 0.7318008868955075, ""soh"": 0.9746396067552268}, {""ambient_temperature_c"": 38.47767424769699, ""c_rate"": 0.5949867107883579, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1036.1391731104543, ""dynamic_viscosity_pa_s"": 0.001899168062123, ""specific_heat_j_kgk"": 3731.5260529877746, ""thermal_conductivity_w_mk"": 0.4690977823669686}, ""external_htc_w_m2k"": 11.235980062745512, ""flow_lpm"": 0.7968190908469573, ""heat_w"": {""cells"": 153.42671140546113, ""interconnects"": 6.633574711848108, ""total"": 160.06028611730923}, ""inlet_temperature_c"": 24.546900556999383, ""operation"": ""charge"", ""soc"": 0.1796423853375017, ""soh"": 0.7220172169618309}, {""ambient_temperature_c"": 41.17405290249735, ""c_rate"": 0.4259657201087776, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 996.6540056354958, ""dynamic_viscosity_pa_s"": 0.0008605477419702, ""specific_heat_j_kgk"": 4180.754412202293, ""thermal_conductivity_w_mk"": 0.6089312329473103}, ""external_htc_w_m2k"": 9.435793096199632, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 44.967141645357145, ""interconnects"": 3.708441630654454, ""total"": 48.6755832760116}, ""inlet_temperature_c"": 26.493403720983075, ""operation"": ""charge"", ""soc"": 0.3882949983701109, ""soh"": 0.88811955479905}, {""ambient_temperature_c"": 26.74352797679603, ""c_rate"": 0.3282235721931033, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1039.8714709998435, ""dynamic_viscosity_pa_s"": 0.0025005291804992, ""specific_heat_j_kgk"": 3704.508385628376, ""thermal_conductivity_w_mk"": 0.4605553120759609}, ""external_htc_w_m2k"": 6.5523379454389215, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 35.98392828627936, ""interconnects"": 2.13228483267285, ""total"": 38.11621311895221}, ""inlet_temperature_c"": 15.348958726972342, ""operation"": ""charge"", ""soc"": 0.5869738036766649, ""soh"": 0.8186190360225737}], ""plate"": {""channel_diameter_mm"": 6.18022373641956, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 10.25, ""inlet_face"": ""left"", ""layout"": ""headerless_serpentine"", ""length_mm"": 827.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.4021688867360351, ""outlet_face"": ""right"", ""parallel_paths"": 1, ""port_diameter_mm"": 6.18022373641956, ""turns"": 4, ""width_mm"": 197.0}}",,"{""limits_C"": {""X"": 41.0, ""Y"": 33.0}, ""links"": {""1"": ""E"", ""2"": ""C"", ""3"": ""D"", ""4"": ""A"", ""5"": ""B""}, ""misfiled"": ""F"", ""peak_C"": {""X"": 37.3627868652344, ""Y"": 31.972741699218773}, ""rise_K"": {""X"": 25.179525025561475, ""Y"": 6.375105514206723}, ""signoff"": {""X"": ""pass"", ""Y"": ""pass""}}","{""params"": {}, ""scorer"": ""campaign""}","{""duty_modes"": [""chilled_high_load_tail"", ""hydraulic_exploration""], ""duty_regimes"": [""load_dominated"", ""load_dominated""], ""fit_clearance_scales"": [3.84, 3.95], ""interstitial"": ""potting"", ""non_controller_duties"": 2, ""profile"": ""training"", ""signoff"": ""pass_pass"", ""stray_state"": ""whole"", ""training_format"": ""campaign_5p"", ""trap_duties"": 0, ""uniqueness_ratio"": 1.02}","{""answer_case_names"": [""case08331"", ""case08333"", ""case08332"", ""case08335"", ""case08329"", ""case08334"", ""case08336"", ""case13372""], ""case_names"": [""case08331"", ""case08333"", ""case08332"", ""case08335"", ""case08329"", ""case08334"", ""case08336"", ""case13372""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case08334"", ""case08336""], ""geometry_ids"": [""geom_ea132336c5b1c4be"", ""geom_ea132336c5b1c4be"", ""geom_ea132336c5b1c4be"", ""geom_ea132336c5b1c4be"", ""geom_ea132336c5b1c4be"", ""geom_ea132336c5b1c4be"", ""geom_ea132336c5b1c4be"", ""geom_0426a02059b308a0""], ""point_cases"": [""case08331"", ""case08333"", ""case08332"", ""case08335"", ""case08329""], ""solve_signatures"": 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""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-polymesh-flow-gate+native-polymesh-bounded-pressure-recovery+native-polymesh-fixed-outlet-handoff+native-polymesh-point-velocity-trust+native-polymesh-mass-recovery-cut+native-polymesh-zero-hot-cell-speed-rail+native-polymesh-progressive-mass-recovery+native-polymesh-owner-window-cfl-recovery+flow-gate-fixed-outlet-pressure-drop+cutcell-face-normal-boundary-distance+cutcell-postclosure-owner-dose+durable-flow-restart+sealed-gap-buoyancy-gate+acm-potential-wall-ramp+acm-reference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-09-v3\""""], ""stray_case"": ""case13372""}" ejb-training-0.1-train_val-campaign-00232-6256a7,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The four planned test points are listed below. Five result sheets came back from the rig, but their labels were lost and some entries are illegible. Four belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 11 x EVE LF280K-class prismatic cell (280 Ah, LFP/graphite, 71.7 x 174 x 207 mm) in a rectangular grid of 1 row x 11 columns, 1.4 mm cell spacing; no thermal-interface pads (cells sit directly on the plate); solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headerless serpentine plate, 827 x 197 x 10.2 mm; 1 serpentine circuit(s) with 4 turns each, ports connected directly to the channels; channel diameter 6.18 mm, flow along the plate length (x); ports 6.18 mm on the left (inlet) and right (outlet) faces; minimum wall 1.4 mm. Planned test points 1: Coolant 30 wt% ethylene glycol / water at 15.3 °C inlet, 0.500 L/min (density 1040 kg/m³, cp 3705 J/kgK, viscosity 2.50 mPa·s). Ambient 26.7 °C, external heat-transfer coefficient 6.6 W/m²K on exposed surfaces. Load: charge at 0.328C, SOC 59%, state of health 82%; total heat generation 38.1 W (36.0 W in cells, 2.13 W in terminals/interconnects, applied uniformly). 2: Coolant 50 wt% ethylene glycol / water at 23.1 °C inlet, 0.500 L/min (density 1063 kg/m³, cp 3328 J/kgK, viscosity 3.35 mPa·s). Ambient 32.9 °C, external heat-transfer coefficient 4.0 W/m²K on exposed surfaces. Load: charge at 0.533C, SOC 80%, state of health 95%; total heat generation 68.9 W (61.9 W in cells, 6.99 W in terminals/interconnects, applied uniformly). 3: Coolant 30 wt% ethylene glycol / water at 24.5 °C inlet, 0.797 L/min (density 1036 kg/m³, cp 3732 J/kgK, viscosity 1.90 mPa·s). Ambient 38.5 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.595C, SOC 18%, state of health 72%; total heat generation 160 W (153 W in cells, 6.63 W in terminals/interconnects, applied uniformly). 4: Coolant 50 wt% ethylene glycol / water at 12.2 °C inlet, 1.32 L/min (density 1069 kg/m³, cp 3270 J/kgK, viscosity 4.84 mPa·s). Ambient 18.2 °C, external heat-transfer coefficient 6.0 W/m²K on exposed surfaces. Load: discharge at 0.730C, SOC 95%, state of health 80%; total heat generation 420 W (412 W in cells, 8.28 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 25.2 K; cell spread 21.0 K; coolant rise illegible; pressure drop 13.9 kPa B peak cell rise 9.15 K; cell spread 8.59 K; coolant rise 0.167 K; pressure drop illegible C peak cell rise 15.0 K; cell spread 12.0 K; coolant rise illegible; pressure drop 3.52 kPa D peak cell rise 8.42 K; cell spread 6.49 K; coolant rise 2.80 K; pressure drop illegible E peak cell rise 9.40 K; cell spread 7.13 K; coolant rise 3.18 K; pressure drop 3.39 kPa Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 36.5 °C): Coolant water at 26.5 °C inlet, 0.500 L/min (density 996.7 kg/m³, cp 4181 J/kgK, viscosity 0.861 mPa·s). Ambient 41.2 °C, external heat-transfer coefficient 9.4 W/m²K on exposed surfaces. Load: charge at 0.426C, SOC 39%, state of health 89%; total heat generation 48.7 W (45.0 W in cells, 3.71 W in terminals/interconnects, applied uniformly). Duty Y (limit 31.0 °C): Coolant water at 25.6 °C inlet, 0.500 L/min (density 996.9 kg/m³, cp 4181 J/kgK, viscosity 0.878 mPa·s). Ambient 29.6 °C, external heat-transfer coefficient 9.6 W/m²K on exposed surfaces. Load: charge at 0.620C, SOC 43%, state of health 99%; total heat generation 85.1 W (83.4 W in cells, 1.75 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""4\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 41.17405290249735, ""c_rate"": 0.4259657201087776, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 996.6540056354958, ""dynamic_viscosity_pa_s"": 0.0008605477419702, ""specific_heat_j_kgk"": 4180.754412202293, ""thermal_conductivity_w_mk"": 0.6089312329473103}, ""external_htc_w_m2k"": 9.435793096199632, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 44.967141645357145, ""interconnects"": 3.708441630654454, ""total"": 48.6755832760116}, ""inlet_temperature_c"": 26.493403720983075, ""operation"": ""charge"", ""soc"": 0.3882949983701109, ""soh"": 0.88811955479905}, {""ambient_temperature_c"": 29.570715837180614, ""c_rate"": 0.6195260459606498, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 996.8926298372548, ""dynamic_viscosity_pa_s"": 0.0008780343508178, ""specific_heat_j_kgk"": 4181.07800509661, ""thermal_conductivity_w_mk"": 0.6074891890254076}, ""external_htc_w_m2k"": 9.600535335950552, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 83.37541992280103, ""interconnects"": 1.7510139190189389, ""total"": 85.12643384181997}, ""inlet_temperature_c"": 25.597636185012025, ""operation"": ""charge"", ""soc"": 0.4292044558096677, ""soh"": 0.9932260185480116}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 280.0, ""cell_count"": 11, ""cell_dimensions_mm"": {""height"": 207.2, ""length"": 71.7, ""width"": 173.7}, ""cell_family"": ""eve_lf280k_v3"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 1.3573561534285543, ""chemistry"": ""LFP/graphite"", ""columns"": 11, ""interstitial"": ""potting"", ""plate_coverage"": 0.8843855482976004, ""rows"": 1, ""tim_thickness_mm"": null}, ""planned_points"": [{""ambient_temperature_c"": 26.74352797679603, ""c_rate"": 0.3282235721931033, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1039.8714709998435, ""dynamic_viscosity_pa_s"": 0.0025005291804992, ""specific_heat_j_kgk"": 3704.508385628376, ""thermal_conductivity_w_mk"": 0.4605553120759609}, ""external_htc_w_m2k"": 6.5523379454389215, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 35.98392828627936, ""interconnects"": 2.13228483267285, ""total"": 38.11621311895221}, ""inlet_temperature_c"": 15.348958726972342, ""operation"": ""charge"", ""soc"": 0.5869738036766649, ""soh"": 0.8186190360225737}, {""ambient_temperature_c"": 32.8911745082587, ""c_rate"": 0.5329242540514215, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1063.278521590399, ""dynamic_viscosity_pa_s"": 0.0033497126172378, ""specific_heat_j_kgk"": 3328.0432914441867, ""thermal_conductivity_w_mk"": 0.3910456279598432}, ""external_htc_w_m2k"": 4.024240639060736, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 61.87623650357725, ""interconnects"": 6.9887119241705635, ""total"": 68.86494842774782}, ""inlet_temperature_c"": 23.060821556874544, ""operation"": ""charge"", ""soc"": 0.8023129400797188, ""soh"": 0.9524949544109405}, {""ambient_temperature_c"": 38.47767424769699, ""c_rate"": 0.5949867107883579, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1036.1391731104543, ""dynamic_viscosity_pa_s"": 0.001899168062123, ""specific_heat_j_kgk"": 3731.5260529877746, ""thermal_conductivity_w_mk"": 0.4690977823669686}, ""external_htc_w_m2k"": 11.235980062745512, ""flow_lpm"": 0.7968190908469573, ""heat_w"": {""cells"": 153.42671140546113, ""interconnects"": 6.633574711848108, ""total"": 160.06028611730923}, ""inlet_temperature_c"": 24.546900556999383, ""operation"": ""charge"", ""soc"": 0.1796423853375017, ""soh"": 0.7220172169618309}, {""ambient_temperature_c"": 18.211932983249422, ""c_rate"": 0.7299754321342791, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1068.9494580481685, ""dynamic_viscosity_pa_s"": 0.0048438653087211, ""specific_heat_j_kgk"": 3270.2899083018547, ""thermal_conductivity_w_mk"": 0.3843107988223978}, ""external_htc_w_m2k"": 6.0328822787851095, ""flow_lpm"": 1.316961257798709, ""heat_w"": {""cells"": 411.9082183421155, ""interconnects"": 8.280554915834403, ""total"": 420.1887732579499}, ""inlet_temperature_c"": 12.183261839672925, ""operation"": ""discharge"", ""soc"": 0.9480277918279172, ""soh"": 0.8032214882783592}], ""plate"": {""channel_diameter_mm"": 6.18022373641956, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 10.25, ""inlet_face"": ""left"", ""layout"": ""headerless_serpentine"", ""length_mm"": 827.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.4021688867360351, ""outlet_face"": ""right"", ""parallel_paths"": 1, ""port_diameter_mm"": 6.18022373641956, ""turns"": 4, ""width_mm"": 197.0}}",,"{""limits_C"": {""X"": 36.5, ""Y"": 31.0}, ""links"": {""1"": ""D"", ""2"": ""E"", ""3"": ""C"", ""4"": ""A""}, ""misfiled"": ""B"", ""peak_C"": {""X"": 37.96819458007815, ""Y"": 31.972741699218773}, ""rise_K"": {""X"": 11.474790859095094, ""Y"": 6.375105514206723}, ""signoff"": {""X"": ""fail"", ""Y"": ""fail""}}","{""params"": {}, ""scorer"": ""campaign""}","{""duty_modes"": [""thermal_stress_tail"", ""hydraulic_exploration""], ""duty_regimes"": [""ambient_heated"", ""load_dominated""], ""fit_clearance_scales"": [0.01, 2.84], ""interstitial"": ""potting"", ""non_controller_duties"": 2, ""profile"": ""training"", ""signoff"": ""fail_fail"", ""stray_state"": ""dP"", ""training_format"": ""campaign_4p"", ""trap_duties"": 0, ""uniqueness_ratio"": 1.8}","{""answer_case_names"": [""case08329"", ""case08330"", ""case08332"", ""case08334"", ""case08335"", ""case08336"", ""case00688""], ""case_names"": [""case08329"", ""case08330"", ""case08332"", ""case08334"", ""case08335"", ""case08336"", ""case00688""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case08335"", ""case08336""], ""geometry_ids"": [""geom_ea132336c5b1c4be"", ""geom_ea132336c5b1c4be"", ""geom_ea132336c5b1c4be"", ""geom_ea132336c5b1c4be"", ""geom_ea132336c5b1c4be"", ""geom_ea132336c5b1c4be"", ""geom_43894bdcd05fdca1""], ""point_cases"": [""case08329"", ""case08330"", ""case08332"", ""case08334""], ""solve_signatures"": 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""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-polymesh-flow-gate+native-polymesh-bounded-pressure-recovery+native-polymesh-fixed-outlet-handoff+native-polymesh-point-velocity-trust+native-polymesh-mass-recovery-cut+native-polymesh-zero-hot-cell-speed-rail+native-polymesh-progressive-mass-recovery+native-polymesh-owner-window-cfl-recovery+flow-gate-fixed-outlet-pressure-drop+cutcell-face-normal-boundary-distance+cutcell-postclosure-owner-dose+durable-flow-restart+sealed-gap-buoyancy-gate+acm-potential-wall-ramp+acm-reference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-09-v3\""""], ""stray_case"": ""case00688""}" ejb-training-0.1-train_val-campaign-00236-87dd9e,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The four planned test points are listed below. Five result sheets came back from the rig, but their labels were lost and some entries are illegible. Four belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 11 x EVE LF280K-class prismatic cell (280 Ah, LFP/graphite, 71.7 x 174 x 207 mm) in a rectangular grid of 1 row x 11 columns, 1.4 mm cell spacing; no thermal-interface pads (cells sit directly on the plate); solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headerless serpentine plate, 827 x 197 x 10.2 mm; 1 serpentine circuit(s) with 4 turns each, ports connected directly to the channels; channel diameter 6.18 mm, flow along the plate length (x); ports 6.18 mm on the left (inlet) and right (outlet) faces; minimum wall 1.4 mm. Planned test points 1: Coolant water at 10.1 °C inlet, 0.759 L/min (density 999.7 kg/m³, cp 4195 J/kgK, viscosity 1.30 mPa·s). Ambient 20.0 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 0.268C, SOC 51%, state of health 76%; total heat generation 127 W (126 W in cells, 1.11 W in terminals/interconnects, applied uniformly). 2: Coolant 30 wt% ethylene glycol / water at 15.3 °C inlet, 0.500 L/min (density 1040 kg/m³, cp 3705 J/kgK, viscosity 2.50 mPa·s). Ambient 26.7 °C, external heat-transfer coefficient 6.6 W/m²K on exposed surfaces. Load: charge at 0.328C, SOC 59%, state of health 82%; total heat generation 38.1 W (36.0 W in cells, 2.13 W in terminals/interconnects, applied uniformly). 3: Coolant 30 wt% ethylene glycol / water at 24.5 °C inlet, 0.797 L/min (density 1036 kg/m³, cp 3732 J/kgK, viscosity 1.90 mPa·s). Ambient 38.5 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.595C, SOC 18%, state of health 72%; total heat generation 160 W (153 W in cells, 6.63 W in terminals/interconnects, applied uniformly). 4: Coolant 50 wt% ethylene glycol / water at 13.2 °C inlet, 0.500 L/min (density 1068 kg/m³, cp 3276 J/kgK, viscosity 4.66 mPa·s). Ambient 21.8 °C, external heat-transfer coefficient 4.6 W/m²K on exposed surfaces. Load: discharge at 0.234C, SOC 73%, state of health 97%; total heat generation 51.0 W (50.4 W in cells, 0.609 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 10.4 K; cell spread 8.55 K; coolant rise illegible; pressure drop 2.43 kPa B peak cell rise 7.03 K; cell spread 5.11 K; coolant rise illegible; pressure drop 4.58 kPa C peak cell rise 15.0 K; cell spread 12.0 K; coolant rise 4.03 K; pressure drop illegible D peak cell rise 8.42 K; cell spread 6.49 K; coolant rise 2.80 K; pressure drop 2.61 kPa E peak cell rise 9.15 K; cell spread 8.59 K; coolant rise 0.167 K; pressure drop illegible Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 33.0 °C): Coolant water at 25.6 °C inlet, 0.500 L/min (density 996.9 kg/m³, cp 4181 J/kgK, viscosity 0.878 mPa·s). Ambient 29.6 °C, external heat-transfer coefficient 9.6 W/m²K on exposed surfaces. Load: charge at 0.620C, SOC 43%, state of health 99%; total heat generation 85.1 W (83.4 W in cells, 1.75 W in terminals/interconnects, applied uniformly). Duty Y (limit 40.5 °C): Coolant 50 wt% ethylene glycol / water at 12.2 °C inlet, 1.32 L/min (density 1069 kg/m³, cp 3270 J/kgK, viscosity 4.84 mPa·s). Ambient 18.2 °C, external heat-transfer coefficient 6.0 W/m²K on exposed surfaces. Load: discharge at 0.730C, SOC 95%, state of health 80%; total heat generation 420 W (412 W in cells, 8.28 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""4\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 29.570715837180614, ""c_rate"": 0.6195260459606498, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 996.8926298372548, ""dynamic_viscosity_pa_s"": 0.0008780343508178, ""specific_heat_j_kgk"": 4181.07800509661, ""thermal_conductivity_w_mk"": 0.6074891890254076}, ""external_htc_w_m2k"": 9.600535335950552, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 83.37541992280103, ""interconnects"": 1.7510139190189389, ""total"": 85.12643384181997}, ""inlet_temperature_c"": 25.597636185012025, ""operation"": ""charge"", ""soc"": 0.4292044558096677, ""soh"": 0.9932260185480116}, {""ambient_temperature_c"": 18.211932983249422, ""c_rate"": 0.7299754321342791, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1068.9494580481685, ""dynamic_viscosity_pa_s"": 0.0048438653087211, ""specific_heat_j_kgk"": 3270.2899083018547, ""thermal_conductivity_w_mk"": 0.3843107988223978}, ""external_htc_w_m2k"": 6.0328822787851095, ""flow_lpm"": 1.316961257798709, ""heat_w"": {""cells"": 411.9082183421155, ""interconnects"": 8.280554915834403, ""total"": 420.1887732579499}, ""inlet_temperature_c"": 12.183261839672925, ""operation"": ""discharge"", ""soc"": 0.9480277918279172, ""soh"": 0.8032214882783592}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 280.0, ""cell_count"": 11, ""cell_dimensions_mm"": {""height"": 207.2, ""length"": 71.7, ""width"": 173.7}, ""cell_family"": ""eve_lf280k_v3"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 1.3573561534285543, ""chemistry"": ""LFP/graphite"", ""columns"": 11, ""interstitial"": ""potting"", ""plate_coverage"": 0.8843855482976004, ""rows"": 1, ""tim_thickness_mm"": null}, ""planned_points"": [{""ambient_temperature_c"": 19.960241159424186, ""c_rate"": 0.2675800803676102, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.6916778731588, ""dynamic_viscosity_pa_s"": 0.0013013391222267, ""specific_heat_j_kgk"": 4194.962511924432, ""thermal_conductivity_w_mk"": 0.5790319804075742}, ""external_htc_w_m2k"": 10.630416937172413, ""flow_lpm"": 0.7589747644535968, ""heat_w"": {""cells"": 125.7565801806637, ""interconnects"": 1.1069848887047058, ""total"": 126.8635650693684}, ""inlet_temperature_c"": 10.121643301076716, ""operation"": ""discharge"", ""soc"": 0.5057163688354194, ""soh"": 0.756122135464102}, {""ambient_temperature_c"": 26.74352797679603, ""c_rate"": 0.3282235721931033, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1039.8714709998435, ""dynamic_viscosity_pa_s"": 0.0025005291804992, ""specific_heat_j_kgk"": 3704.508385628376, ""thermal_conductivity_w_mk"": 0.4605553120759609}, ""external_htc_w_m2k"": 6.5523379454389215, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 35.98392828627936, ""interconnects"": 2.13228483267285, ""total"": 38.11621311895221}, ""inlet_temperature_c"": 15.348958726972342, ""operation"": ""charge"", ""soc"": 0.5869738036766649, ""soh"": 0.8186190360225737}, {""ambient_temperature_c"": 38.47767424769699, ""c_rate"": 0.5949867107883579, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1036.1391731104543, ""dynamic_viscosity_pa_s"": 0.001899168062123, ""specific_heat_j_kgk"": 3731.5260529877746, ""thermal_conductivity_w_mk"": 0.4690977823669686}, ""external_htc_w_m2k"": 11.235980062745512, ""flow_lpm"": 0.7968190908469573, ""heat_w"": {""cells"": 153.42671140546113, ""interconnects"": 6.633574711848108, ""total"": 160.06028611730923}, ""inlet_temperature_c"": 24.546900556999383, ""operation"": ""charge"", ""soc"": 0.1796423853375017, ""soh"": 0.7220172169618309}, {""ambient_temperature_c"": 21.796855116263032, ""c_rate"": 0.2337171956832341, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1068.4345177404307, ""dynamic_viscosity_pa_s"": 0.0046644741972817, ""specific_heat_j_kgk"": 3275.878073654383, ""thermal_conductivity_w_mk"": 0.3849491635278584}, ""external_htc_w_m2k"": 4.632272939197719, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 50.4117604418204, ""interconnects"": 0.6094535618070938, ""total"": 51.02121400362749}, ""inlet_temperature_c"": 13.216245511641214, ""operation"": ""discharge"", ""soc"": 0.7318008868955075, ""soh"": 0.9746396067552268}], ""plate"": {""channel_diameter_mm"": 6.18022373641956, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 10.25, ""inlet_face"": ""left"", ""layout"": ""headerless_serpentine"", ""length_mm"": 827.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.4021688867360351, ""outlet_face"": ""right"", ""parallel_paths"": 1, ""port_diameter_mm"": 6.18022373641956, ""turns"": 4, ""width_mm"": 197.0}}",,"{""limits_C"": {""X"": 33.0, ""Y"": 40.5}, ""links"": {""1"": ""A"", ""2"": ""D"", ""3"": ""C"", ""4"": ""B""}, ""misfiled"": ""E"", ""peak_C"": {""X"": 31.972741699218773, ""Y"": 37.3627868652344}, ""rise_K"": {""X"": 6.375105514206723, ""Y"": 25.179525025561475}, ""signoff"": {""X"": ""pass"", ""Y"": ""pass""}}","{""params"": {}, ""scorer"": ""campaign""}","{""duty_modes"": [""hydraulic_exploration"", ""chilled_high_load_tail""], ""duty_regimes"": [""load_dominated"", ""load_dominated""], ""fit_clearance_scales"": [3.3, 3.43], ""interstitial"": ""potting"", ""non_controller_duties"": 2, ""profile"": ""training"", ""signoff"": ""pass_pass"", ""stray_state"": ""dP"", ""training_format"": ""campaign_4p"", ""trap_duties"": 0, ""uniqueness_ratio"": 1.43}","{""answer_case_names"": [""case08331"", ""case08329"", ""case08332"", ""case08333"", ""case08336"", ""case08334"", ""case00688""], ""case_names"": [""case08331"", ""case08329"", ""case08332"", ""case08333"", ""case08336"", ""case08334"", ""case00688""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case08336"", ""case08334""], ""geometry_ids"": [""geom_ea132336c5b1c4be"", ""geom_ea132336c5b1c4be"", ""geom_ea132336c5b1c4be"", ""geom_ea132336c5b1c4be"", ""geom_ea132336c5b1c4be"", ""geom_ea132336c5b1c4be"", ""geom_43894bdcd05fdca1""], ""point_cases"": [""case08331"", ""case08329"", ""case08332"", ""case08333""], ""solve_signatures"": [""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+cht-bounded-flow-progress-v1+cht-solid-topology-reuse-v1+cht-secondary-accuracy-recovery-v1+cht-secondary-failure-evidence-v1+cht-sibling-flow-initial-guess-v1+cht-certified-cfl-gate-v1+cht-hydraulic-envelope-explicit-v1+cht-cfl-edge-memory-v1+cht-stationary-plateau-acceptance-v1+cht-sfd-float64-v1+cht-sibling-thermal-initial-guess-v1+cht-pressure-endgame-v1+cht-buoyant-spinup-fail-fast-v1+cht-period-two-cfl-guard-v1+cht-growth-endgame-v1+cht-secondary-screening-v1+cht-secondary-screening-secant-v1+cht-period-two-regrowth-gate-v1+cht-endgame-dose-ladder-v1+cht-endgame-momentum-sfd-v1+cht-secondary-endgame-v1+cht-endgame-pseudo-time-leg-v1+cht-secondary-stall-recovery-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-clos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""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-polymesh-flow-gate+native-polymesh-bounded-pressure-recovery+native-polymesh-fixed-outlet-handoff+native-polymesh-point-velocity-trust+native-polymesh-mass-recovery-cut+native-polymesh-zero-hot-cell-speed-rail+native-polymesh-progressive-mass-recovery+native-polymesh-owner-window-cfl-recovery+flow-gate-fixed-outlet-pressure-drop+cutcell-face-normal-boundary-distance+cutcell-postclosure-owner-dose+durable-flow-restart+sealed-gap-buoyancy-gate+acm-potential-wall-ramp+acm-reference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-09-v3\""""], ""stray_case"": ""case00688""}" ejb-training-0.1-train_val-campaign-00237-72a0dd,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The four planned test points are listed below. Five result sheets came back from the rig, but their labels were lost and some entries are illegible. Four belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 11 x EVE LF280K-class prismatic cell (280 Ah, LFP/graphite, 71.7 x 174 x 207 mm) in a rectangular grid of 1 row x 11 columns, 1.4 mm cell spacing; no thermal-interface pads (cells sit directly on the plate); solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headerless serpentine plate, 827 x 197 x 10.2 mm; 1 serpentine circuit(s) with 4 turns each, ports connected directly to the channels; channel diameter 6.18 mm, flow along the plate length (x); ports 6.18 mm on the left (inlet) and right (outlet) faces; minimum wall 1.4 mm. Planned test points 1: Coolant 30 wt% ethylene glycol / water at 15.3 °C inlet, 0.500 L/min (density 1040 kg/m³, cp 3705 J/kgK, viscosity 2.50 mPa·s). Ambient 26.7 °C, external heat-transfer coefficient 6.6 W/m²K on exposed surfaces. Load: charge at 0.328C, SOC 59%, state of health 82%; total heat generation 38.1 W (36.0 W in cells, 2.13 W in terminals/interconnects, applied uniformly). 2: Coolant water at 10.1 °C inlet, 0.759 L/min (density 999.7 kg/m³, cp 4195 J/kgK, viscosity 1.30 mPa·s). Ambient 20.0 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 0.268C, SOC 51%, state of health 76%; total heat generation 127 W (126 W in cells, 1.11 W in terminals/interconnects, applied uniformly). 3: Coolant 50 wt% ethylene glycol / water at 23.1 °C inlet, 0.500 L/min (density 1063 kg/m³, cp 3328 J/kgK, viscosity 3.35 mPa·s). Ambient 32.9 °C, external heat-transfer coefficient 4.0 W/m²K on exposed surfaces. Load: charge at 0.533C, SOC 80%, state of health 95%; total heat generation 68.9 W (61.9 W in cells, 6.99 W in terminals/interconnects, applied uniformly). 4: Coolant water at 26.5 °C inlet, 0.500 L/min (density 996.7 kg/m³, cp 4181 J/kgK, viscosity 0.861 mPa·s). Ambient 41.2 °C, external heat-transfer coefficient 9.4 W/m²K on exposed surfaces. Load: charge at 0.426C, SOC 39%, state of health 89%; total heat generation 48.7 W (45.0 W in cells, 3.71 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 10.4 K; cell spread 8.55 K; coolant rise 2.94 K; pressure drop illegible B peak cell rise 9.40 K; cell spread 7.13 K; coolant rise 3.18 K; pressure drop 3.39 kPa C peak cell rise 11.5 K; cell spread 9.24 K; coolant rise illegible; pressure drop 1.06 kPa D peak cell rise 8.42 K; cell spread 6.49 K; coolant rise illegible; pressure drop 2.61 kPa E peak cell rise 9.15 K; cell spread 8.59 K; coolant rise 0.167 K; pressure drop illegible Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 33.0 °C): Coolant water at 25.6 °C inlet, 0.500 L/min (density 996.9 kg/m³, cp 4181 J/kgK, viscosity 0.878 mPa·s). Ambient 29.6 °C, external heat-transfer coefficient 9.6 W/m²K on exposed surfaces. Load: charge at 0.620C, SOC 43%, state of health 99%; total heat generation 85.1 W (83.4 W in cells, 1.75 W in terminals/interconnects, applied uniformly). Duty Y (limit 40.5 °C): Coolant 50 wt% ethylene glycol / water at 12.2 °C inlet, 1.32 L/min (density 1069 kg/m³, cp 3270 J/kgK, viscosity 4.84 mPa·s). Ambient 18.2 °C, external heat-transfer coefficient 6.0 W/m²K on exposed surfaces. Load: discharge at 0.730C, SOC 95%, state of health 80%; total heat generation 420 W (412 W in cells, 8.28 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""4\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 29.570715837180614, ""c_rate"": 0.6195260459606498, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 996.8926298372548, ""dynamic_viscosity_pa_s"": 0.0008780343508178, ""specific_heat_j_kgk"": 4181.07800509661, ""thermal_conductivity_w_mk"": 0.6074891890254076}, ""external_htc_w_m2k"": 9.600535335950552, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 83.37541992280103, ""interconnects"": 1.7510139190189389, ""total"": 85.12643384181997}, ""inlet_temperature_c"": 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eference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-09-v3\""""], ""stray_case"": ""case00688""}" ejb-training-0.1-train_val-envelope-00239-d609b8,operating_envelope,single_turn,train_val,public_train,,"You are reviewing the operating envelope of a battery cold plate from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 11 x EVE LF280K-class prismatic cell (280 Ah, LFP/graphite, 71.7 x 174 x 207 mm) in a rectangular grid of 1 row x 11 columns, 1.4 mm cell spacing; no thermal-interface pads (cells sit directly on the plate); solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headerless serpentine plate, 827 x 197 x 10.2 mm; 1 serpentine circuit(s) with 4 turns each, ports connected directly to the channels; channel diameter 6.18 mm, flow along the plate length (x); ports 6.18 mm on the left (inlet) and right (outlet) faces; minimum wall 1.4 mm. Completed runs 1: Coolant water at 10.1 °C inlet, 0.759 L/min (density 999.7 kg/m³, cp 4195 J/kgK, viscosity 1.30 mPa·s). Ambient 20.0 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 0.268C, SOC 51%, state of health 76%; total heat generation 127 W (126 W in cells, 1.11 W in terminals/interconnects, applied uniformly). Result: peak cell rise 10.4 K; cell spread 8.55 K; coolant rise 2.94 K; pressure drop 2.43 kPa 2: Coolant water at 25.6 °C inlet, 0.500 L/min (density 996.9 kg/m³, cp 4181 J/kgK, viscosity 0.878 mPa·s). Ambient 29.6 °C, external heat-transfer coefficient 9.6 W/m²K on exposed surfaces. Load: charge at 0.620C, SOC 43%, state of health 99%; total heat generation 85.1 W (83.4 W in cells, 1.75 W in terminals/interconnects, applied uniformly). Result: peak cell rise 6.38 K; cell spread 5.18 K; coolant rise 2.30 K; pressure drop 1.08 kPa 3: Coolant water at 26.5 °C inlet, 0.500 L/min (density 996.7 kg/m³, cp 4181 J/kgK, viscosity 0.861 mPa·s). Ambient 41.2 °C, external heat-transfer coefficient 9.4 W/m²K on exposed surfaces. Load: charge at 0.426C, SOC 39%, state of health 89%; total heat generation 48.7 W (45.0 W in cells, 3.71 W in terminals/interconnects, applied uniformly). Result: peak cell rise 11.5 K; cell spread 9.24 K; coolant rise 3.85 K; pressure drop 1.06 kPa New duties Duty X: Coolant 30 wt% ethylene glycol / water at 15.3 °C inlet, 0.500 L/min (density 1040 kg/m³, cp 3705 J/kgK, viscosity 2.50 mPa·s). Ambient 26.7 °C, external heat-transfer coefficient 6.6 W/m²K on exposed surfaces. Load: charge at 0.328C, SOC 59%, state of health 82%; total heat generation 38.1 W (36.0 W in cells, 2.13 W in terminals/interconnects, applied uniformly). Duty Y: Coolant 50 wt% ethylene glycol / water at 23.1 °C inlet, 0.500 L/min (density 1063 kg/m³, cp 3328 J/kgK, viscosity 3.35 mPa·s). Ambient 32.9 °C, external heat-transfer coefficient 4.0 W/m²K on exposed surfaces. Load: charge at 0.533C, SOC 80%, state of health 95%; total heat generation 68.9 W (61.9 W in cells, 6.99 W in terminals/interconnects, applied uniformly). Duty Z: Coolant 50 wt% ethylene glycol / water at 13.2 °C inlet, 0.500 L/min (density 1068 kg/m³, cp 3276 J/kgK, viscosity 4.66 mPa·s). Ambient 21.8 °C, external heat-transfer coefficient 4.6 W/m²K on exposed surfaces. Load: discharge at 0.234C, SOC 73%, state of health 97%; total heat generation 51.0 W (50.4 W in cells, 0.609 W in terminals/interconnects, applied uniformly). Heat-balance regimes own_heat: the coolant removes essentially the pack's own heat: net heat exchanged with the surroundings is within ±25% of the pack's heat generation mixed: the pack also gains a significant amount of heat from the surroundings, between 25% and 100% of its own heat generation, and the coolant has to remove both ambient_gain: the pack gains more heat from the surroundings than it generates itself (net gain above 100% of its own heat generation) ambient_loss: more than 25% of the pack's own heat generation leaves to the surroundings rather than to the coolant Rank the three duties by peak cell rise above their own coolant inlet, largest first, and give the regime of each duty. Scoring: The score is 1 only if the ranking and every regime are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""ranking"": ""list of \""X\"", \""Y\"", \""Z\"", largest rise first"", ""regimes"": ""object mapping \""X\"", \""Y\"", \""Z\"" to \""own_heat\"" or \""mixed\"" or \""ambient_gain\"" or \""ambient_loss\""""}","{""duties"": [{""ambient_temperature_c"": 26.74352797679603, ""c_rate"": 0.3282235721931033, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1039.8714709998435, ""dynamic_viscosity_pa_s"": 0.0025005291804992, ""specific_heat_j_kgk"": 3704.508385628376, ""thermal_conductivity_w_mk"": 0.4605553120759609}, ""external_htc_w_m2k"": 6.5523379454389215, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 35.98392828627936, ""interconnects"": 2.13228483267285, ""total"": 38.11621311895221}, ""inlet_temperature_c"": 15.348958726972342, ""operation"": ""charge"", ""soc"": 0.5869738036766649, ""soh"": 0.8186190360225737}, {""ambient_temperature_c"": 32.8911745082587, ""c_rate"": 0.5329242540514215, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1063.278521590399, ""dynamic_viscosity_pa_s"": 0.0033497126172378, ""specific_heat_j_kgk"": 3328.0432914441867, ""thermal_conductivity_w_mk"": 0.3910456279598432}, ""external_htc_w_m2k"": 4.024240639060736, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 61.87623650357725, ""interconnects"": 6.9887119241705635, ""total"": 68.86494842774782}, ""inlet_temperature_c"": 23.060821556874544, ""operation"": ""charge"", ""soc"": 0.8023129400797188, ""soh"": 0.9524949544109405}, {""ambient_temperature_c"": 21.796855116263032, ""c_rate"": 0.2337171956832341, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1068.4345177404307, ""dynamic_viscosity_pa_s"": 0.0046644741972817, ""specific_heat_j_kgk"": 3275.878073654383, ""thermal_conductivity_w_mk"": 0.3849491635278584}, ""external_htc_w_m2k"": 4.632272939197719, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 50.4117604418204, ""interconnects"": 0.6094535618070938, ""total"": 51.02121400362749}, ""inlet_temperature_c"": 13.216245511641214, ""operation"": ""discharge"", ""soc"": 0.7318008868955075, ""soh"": 0.9746396067552268}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 280.0, ""cell_count"": 11, ""cell_dimensions_mm"": {""height"": 207.2, ""length"": 71.7, ""width"": 173.7}, ""cell_family"": ""eve_lf280k_v3"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 1.3573561534285543, ""chemistry"": ""LFP/graphite"", ""columns"": 11, ""interstitial"": ""potting"", ""plate_coverage"": 0.8843855482976004, ""rows"": 1, ""tim_thickness_mm"": null}, ""plate"": {""channel_diameter_mm"": 6.18022373641956, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 10.25, ""inlet_face"": ""left"", ""layout"": ""headerless_serpentine"", ""length_mm"": 827.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.4021688867360351, ""outlet_face"": ""right"", ""parallel_paths"": 1, ""port_diameter_mm"": 6.18022373641956, ""turns"": 4, ""width_mm"": 197.0}, ""runs"": [{""ambient_temperature_c"": 19.960241159424186, ""c_rate"": 0.2675800803676102, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.6916778731588, ""dynamic_viscosity_pa_s"": 0.0013013391222267, ""specific_heat_j_kgk"": 4194.962511924432, ""thermal_conductivity_w_mk"": 0.5790319804075742}, ""external_htc_w_m2k"": 10.630416937172413, ""flow_lpm"": 0.7589747644535968, ""heat_w"": {""cells"": 125.7565801806637, ""interconnects"": 1.1069848887047058, ""total"": 126.8635650693684}, ""inlet_temperature_c"": 10.121643301076716, ""operation"": ""discharge"", ""soc"": 0.5057163688354194, ""soh"": 0.756122135464102}, {""ambient_temperature_c"": 29.570715837180614, ""c_rate"": 0.6195260459606498, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 996.8926298372548, ""dynamic_viscosity_pa_s"": 0.0008780343508178, ""specific_heat_j_kgk"": 4181.07800509661, ""thermal_conductivity_w_mk"": 0.6074891890254076}, ""external_htc_w_m2k"": 9.600535335950552, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 83.37541992280103, ""interconnects"": 1.7510139190189389, ""total"": 85.12643384181997}, ""inlet_temperature_c"": 25.597636185012025, ""operation"": ""charge"", ""soc"": 0.4292044558096677, ""soh"": 0.9932260185480116}, {""ambient_temperature_c"": 41.17405290249735, ""c_rate"": 0.4259657201087776, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 996.6540056354958, ""dynamic_viscosity_pa_s"": 0.0008605477419702, ""specific_heat_j_kgk"": 4180.754412202293, ""thermal_conductivity_w_mk"": 0.6089312329473103}, ""external_htc_w_m2k"": 9.435793096199632, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 44.967141645357145, ""interconnects"": 3.708441630654454, ""total"": 48.6755832760116}, ""inlet_temperature_c"": 26.493403720983075, ""operation"": ""charge"", ""soc"": 0.3882949983701109, ""soh"": 0.88811955479905}]}",,"{""ambient_ratio"": {""X"": 1.356099215155947, ""Y"": 0.36030430285291754, ""Z"": 0.4854147110303514}, ""peak_C"": {""X"": 23.773034667968773, ""Y"": 32.45891723632815, ""Z"": 20.245660400390648}, ""ranking"": [""Y"", ""X"", ""Z""], ""regimes"": {""X"": ""ambient_gain"", ""Y"": ""mixed"", ""Z"": ""mixed""}, ""rise_K"": {""X"": 8.424075940996431, ""Y"": 9.398095679453604, ""Z"": 7.029414888749443}}","{""params"": {}, ""scorer"": ""operating_envelope""}","{""duty_modes"": [""controller_selected"", ""controller_selected"", ""controller_selected""], ""hottest_regime"": ""mixed"", ""interstitial"": ""potting"", ""quick_right"": false, ""regimes"": [""ambient_gain"", ""mixed""], ""training_format"": ""envelope_3d""}","{""answer_case_names"": [""case08329"", ""case08330"", ""case08333""], ""case_names"": [""case08331"", ""case08336"", ""case08335"", ""case08329"", ""case08330"", ""case08333""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case08329"", ""case08330"", ""case08333""], ""geometry_ids"": [""geom_ea132336c5b1c4be"", ""geom_ea132336c5b1c4be"", ""geom_ea132336c5b1c4be"", ""geom_ea132336c5b1c4be"", ""geom_ea132336c5b1c4be"", ""geom_ea132336c5b1c4be""], ""point_cases"": [""case08331"", ""case08336"", ""case08335""], ""solve_signatures"": 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""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-polymesh-flow-gate+native-polymesh-bounded-pressure-recovery+native-polymesh-fixed-outlet-handoff+native-polymesh-point-velocity-trust+native-polymesh-mass-recovery-cut+native-polymesh-zero-hot-cell-speed-rail+native-polymesh-progressive-mass-recovery+native-polymesh-owner-window-cfl-recovery+flow-gate-fixed-outlet-pressure-drop+cutcell-face-normal-boundary-distance+cutcell-postclosure-owner-dose+durable-flow-restart+sealed-gap-buoyancy-gate+acm-potential-wall-ramp+acm-r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ejb-training-0.1-train_val-signoff-00246-12d7c5,duty_signoff,single_turn,train_val,public_train,,"You are signing off a battery cold plate at one new duty from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 11 x EVE LF280K-class prismatic cell (280 Ah, LFP/graphite, 71.7 x 174 x 207 mm) in a rectangular grid of 1 row x 11 columns, 1.4 mm cell spacing; no thermal-interface pads (cells sit directly on the plate); solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headerless serpentine plate, 827 x 197 x 10.2 mm; 1 serpentine circuit(s) with 4 turns each, ports connected directly to the channels; channel diameter 6.18 mm, flow along the plate length (x); ports 6.18 mm on the left (inlet) and right (outlet) faces; minimum wall 1.4 mm. Completed runs 1: Coolant 30 wt% ethylene glycol / water at 15.3 °C inlet, 0.500 L/min (density 1040 kg/m³, cp 3705 J/kgK, viscosity 2.50 mPa·s). Ambient 26.7 °C, external heat-transfer coefficient 6.6 W/m²K on exposed surfaces. Load: charge at 0.328C, SOC 59%, state of health 82%; total heat generation 38.1 W (36.0 W in cells, 2.13 W in terminals/interconnects, applied uniformly). Result: peak cell rise 8.42 K; cell spread 6.49 K; coolant rise 2.80 K; pressure drop 2.61 kPa 2: Coolant 50 wt% ethylene glycol / water at 23.1 °C inlet, 0.500 L/min (density 1063 kg/m³, cp 3328 J/kgK, viscosity 3.35 mPa·s). Ambient 32.9 °C, external heat-transfer coefficient 4.0 W/m²K on exposed surfaces. Load: charge at 0.533C, SOC 80%, state of health 95%; total heat generation 68.9 W (61.9 W in cells, 6.99 W in terminals/interconnects, applied uniformly). Result: peak cell rise 9.40 K; cell spread 7.13 K; coolant rise 3.18 K; pressure drop 3.39 kPa 3: Coolant 30 wt% ethylene glycol / water at 24.5 °C inlet, 0.797 L/min (density 1036 kg/m³, cp 3732 J/kgK, viscosity 1.90 mPa·s). Ambient 38.5 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.595C, SOC 18%, state of health 72%; total heat generation 160 W (153 W in cells, 6.63 W in terminals/interconnects, applied uniformly). Result: peak cell rise 15.0 K; cell spread 12.0 K; coolant rise 4.03 K; pressure drop 3.52 kPa Duties Duty X (peak cell limit 33.0 °C, pressure drop limit 0.902 kPa): Coolant water at 25.6 °C inlet, 0.500 L/min (density 996.9 kg/m³, cp 4181 J/kgK, viscosity 0.878 mPa·s). Ambient 29.6 °C, external heat-transfer coefficient 9.6 W/m²K on exposed surfaces. Load: charge at 0.620C, SOC 43%, state of health 99%; total heat generation 85.1 W (83.4 W in cells, 1.75 W in terminals/interconnects, applied uniformly). For each duty, say whether peak cell temperature stays at or below its limit and whether pressure drop stays at or below its limit. Scoring: The score is 1 only if every temperature and pressure verdict is correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""pressure"": ""object mapping \""X\"" to \""pass\"" or \""fail\"""", ""temperature"": ""object mapping \""X\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 29.570715837180614, ""c_rate"": 0.6195260459606498, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 996.8926298372548, ""dynamic_viscosity_pa_s"": 0.0008780343508178, ""specific_heat_j_kgk"": 4181.07800509661, ""thermal_conductivity_w_mk"": 0.6074891890254076}, ""external_htc_w_m2k"": 9.600535335950552, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 83.37541992280103, ""interconnects"": 1.7510139190189389, ""total"": 85.12643384181997}, ""inlet_temperature_c"": 25.597636185012025, ""operation"": ""charge"", ""soc"": 0.4292044558096677, ""soh"": 0.9932260185480116}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 280.0, ""cell_count"": 11, ""cell_dimensions_mm"": {""height"": 207.2, ""length"": 71.7, ""width"": 173.7}, ""cell_family"": ""eve_lf280k_v3"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 1.3573561534285543, ""chemistry"": ""LFP/graphite"", ""columns"": 11, ""interstitial"": ""potting"", ""plate_coverage"": 0.8843855482976004, ""rows"": 1, ""tim_thickness_mm"": null}, ""plate"": {""channel_diameter_mm"": 6.18022373641956, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 10.25, ""inlet_face"": ""left"", ""layout"": ""headerless_serpentine"", ""length_mm"": 827.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.4021688867360351, ""outlet_face"": ""right"", ""parallel_paths"": 1, ""port_diameter_mm"": 6.18022373641956, ""turns"": 4, ""width_mm"": 197.0}, ""runs"": [{""ambient_temperature_c"": 26.74352797679603, ""c_rate"": 0.3282235721931033, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1039.8714709998435, ""dynamic_viscosity_pa_s"": 0.0025005291804992, ""specific_heat_j_kgk"": 3704.508385628376, ""thermal_conductivity_w_mk"": 0.4605553120759609}, ""external_htc_w_m2k"": 6.5523379454389215, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 35.98392828627936, ""interconnects"": 2.13228483267285, ""total"": 38.11621311895221}, ""inlet_temperature_c"": 15.348958726972342, ""operation"": ""charge"", ""soc"": 0.5869738036766649, ""soh"": 0.8186190360225737}, {""ambient_temperature_c"": 32.8911745082587, ""c_rate"": 0.5329242540514215, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1063.278521590399, ""dynamic_viscosity_pa_s"": 0.0033497126172378, ""specific_heat_j_kgk"": 3328.0432914441867, ""thermal_conductivity_w_mk"": 0.3910456279598432}, ""external_htc_w_m2k"": 4.024240639060736, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 61.87623650357725, ""interconnects"": 6.9887119241705635, ""total"": 68.86494842774782}, ""inlet_temperature_c"": 23.060821556874544, ""operation"": ""charge"", ""soc"": 0.8023129400797188, ""soh"": 0.9524949544109405}, {""ambient_temperature_c"": 38.47767424769699, ""c_rate"": 0.5949867107883579, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1036.1391731104543, ""dynamic_viscosity_pa_s"": 0.001899168062123, ""specific_heat_j_kgk"": 3731.5260529877746, ""thermal_conductivity_w_mk"": 0.4690977823669686}, ""external_htc_w_m2k"": 11.235980062745512, ""flow_lpm"": 0.7968190908469573, ""heat_w"": {""cells"": 153.42671140546113, ""interconnects"": 6.633574711848108, ""total"": 160.06028611730923}, ""inlet_temperature_c"": 24.546900556999383, ""operation"": ""charge"", ""soc"": 0.1796423853375017, ""soh"": 0.7220172169618309}]}",,"{""dP_kPa"": {""X"": 1.0768122020588926}, ""limits_C"": {""X"": 33.0}, ""peak_C"": {""X"": 31.972741699218773}, ""pressure"": {""X"": ""fail""}, ""pressure_limits_kPa"": {""X"": 0.902}, ""rise_K"": {""X"": 6.375105514206723}, ""temperature"": {""X"": ""pass""}}","{""params"": {}, ""scorer"": ""duty_signoff""}","{""duty_modes"": [""hydraulic_exploration""], ""duty_regimes"": [""load_dominated""], ""interstitial"": ""potting"", ""pressure_signoff"": ""fail"", ""quick_right"": false, ""reference_right"": true, ""shown_runs"": 3, ""signoff"": ""pass"", ""training_format"": ""signoff_1d3r""}","{""answer_case_names"": [""case08336""], ""case_names"": [""case08329"", ""case08330"", ""case08332"", ""case08336""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case08336""], ""geometry_ids"": [""geom_ea132336c5b1c4be"", ""geom_ea132336c5b1c4be"", ""geom_ea132336c5b1c4be"", ""geom_ea132336c5b1c4be""], ""run_cases"": [""case08329"", ""case08330"", ""case08332""], ""solve_signatures"": 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""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-polymesh-flow-gate+native-polymesh-bounded-pressure-recovery+native-polymesh-fixed-outlet-handoff+native-polymesh-point-velocity-trust+native-polymesh-mass-recovery-cut+native-polymesh-zero-hot-cell-speed-rail+native-polymesh-progressive-mass-recovery+native-polymesh-owner-window-cfl-recovery+flow-gate-fixed-outlet-pressure-drop+cutcell-face-normal-boundary-distance+cutcell-postclosure-owner-dose+durable-flow-restart+sealed-gap-buoyancy-gate+acm-potential-wall-ramp+acm-reference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-09-v3\""""]}" ejb-training-0.1-train_val-signoff-00251-8832d9,duty_signoff,single_turn,train_val,public_train,,"You are signing off a battery cold plate at one new duty from four completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 11 x EVE LF280K-class prismatic cell (280 Ah, LFP/graphite, 71.7 x 174 x 207 mm) in a rectangular grid of 1 row x 11 columns, 1.4 mm cell spacing; no thermal-interface pads (cells sit directly on the plate); solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headerless serpentine plate, 827 x 197 x 10.2 mm; 1 serpentine circuit(s) with 4 turns each, ports connected directly to the channels; channel diameter 6.18 mm, flow along the plate length (x); ports 6.18 mm on the left (inlet) and right (outlet) faces; minimum wall 1.4 mm. Completed runs 1: Coolant water at 25.6 °C inlet, 0.500 L/min (density 996.9 kg/m³, cp 4181 J/kgK, viscosity 0.878 mPa·s). Ambient 29.6 °C, external heat-transfer coefficient 9.6 W/m²K on exposed surfaces. Load: charge at 0.620C, SOC 43%, state of health 99%; total heat generation 85.1 W (83.4 W in cells, 1.75 W in terminals/interconnects, applied uniformly). Result: peak cell rise 6.38 K; cell spread 5.18 K; coolant rise 2.30 K; pressure drop 1.08 kPa 2: Coolant 30 wt% ethylene glycol / water at 15.3 °C inlet, 0.500 L/min (density 1040 kg/m³, cp 3705 J/kgK, viscosity 2.50 mPa·s). Ambient 26.7 °C, external heat-transfer coefficient 6.6 W/m²K on exposed surfaces. Load: charge at 0.328C, SOC 59%, state of health 82%; total heat generation 38.1 W (36.0 W in cells, 2.13 W in terminals/interconnects, applied uniformly). Result: peak cell rise 8.42 K; cell spread 6.49 K; coolant rise 2.80 K; pressure drop 2.61 kPa 3: Coolant 30 wt% ethylene glycol / water at 24.5 °C inlet, 0.797 L/min (density 1036 kg/m³, cp 3732 J/kgK, viscosity 1.90 mPa·s). Ambient 38.5 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.595C, SOC 18%, state of health 72%; total heat generation 160 W (153 W in cells, 6.63 W in terminals/interconnects, applied uniformly). Result: peak cell rise 15.0 K; cell spread 12.0 K; coolant rise 4.03 K; pressure drop 3.52 kPa 4: Coolant 50 wt% ethylene glycol / water at 12.2 °C inlet, 1.32 L/min (density 1069 kg/m³, cp 3270 J/kgK, viscosity 4.84 mPa·s). Ambient 18.2 °C, external heat-transfer coefficient 6.0 W/m²K on exposed surfaces. Load: discharge at 0.730C, SOC 95%, state of health 80%; total heat generation 420 W (412 W in cells, 8.28 W in terminals/interconnects, applied uniformly). Result: peak cell rise 25.2 K; cell spread 21.0 K; coolant rise 4.35 K; pressure drop 13.9 kPa Duties Duty X (peak cell limit 36.0 °C, pressure drop limit 1.25 kPa): Coolant water at 26.5 °C inlet, 0.500 L/min (density 996.7 kg/m³, cp 4181 J/kgK, viscosity 0.861 mPa·s). Ambient 41.2 °C, external heat-transfer coefficient 9.4 W/m²K on exposed surfaces. Load: charge at 0.426C, SOC 39%, state of health 89%; total heat generation 48.7 W (45.0 W in cells, 3.71 W in terminals/interconnects, applied uniformly). For each duty, say whether peak cell temperature stays at or below its limit and whether pressure drop stays at or below its limit. Scoring: The score is 1 only if every temperature and pressure verdict is correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""pressure"": ""object mapping \""X\"" to \""pass\"" or \""fail\"""", ""temperature"": ""object mapping \""X\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 41.17405290249735, ""c_rate"": 0.4259657201087776, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 996.6540056354958, ""dynamic_viscosity_pa_s"": 0.0008605477419702, ""specific_heat_j_kgk"": 4180.754412202293, ""thermal_conductivity_w_mk"": 0.6089312329473103}, ""external_htc_w_m2k"": 9.435793096199632, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 44.967141645357145, ""interconnects"": 3.708441630654454, ""total"": 48.6755832760116}, ""inlet_temperature_c"": 26.493403720983075, ""operation"": ""charge"", ""soc"": 0.3882949983701109, ""soh"": 0.88811955479905}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 280.0, ""cell_count"": 11, ""cell_dimensions_mm"": {""height"": 207.2, ""length"": 71.7, ""width"": 173.7}, ""cell_family"": ""eve_lf280k_v3"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 1.3573561534285543, ""chemistry"": ""LFP/graphite"", ""columns"": 11, ""interstitial"": ""potting"", ""plate_coverage"": 0.8843855482976004, ""rows"": 1, ""tim_thickness_mm"": null}, ""plate"": {""channel_diameter_mm"": 6.18022373641956, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 10.25, ""inlet_face"": ""left"", ""layout"": ""headerless_serpentine"", ""length_mm"": 827.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.4021688867360351, ""outlet_face"": ""right"", ""parallel_paths"": 1, ""port_diameter_mm"": 6.18022373641956, ""turns"": 4, ""width_mm"": 197.0}, ""runs"": [{""ambient_temperature_c"": 29.570715837180614, ""c_rate"": 0.6195260459606498, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 996.8926298372548, ""dynamic_viscosity_pa_s"": 0.0008780343508178, ""specific_heat_j_kgk"": 4181.07800509661, ""thermal_conductivity_w_mk"": 0.6074891890254076}, ""external_htc_w_m2k"": 9.600535335950552, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 83.37541992280103, ""interconnects"": 1.7510139190189389, ""total"": 85.12643384181997}, ""inlet_temperature_c"": 25.597636185012025, ""operation"": ""charge"", ""soc"": 0.4292044558096677, ""soh"": 0.9932260185480116}, {""ambient_temperature_c"": 26.74352797679603, ""c_rate"": 0.3282235721931033, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1039.8714709998435, ""dynamic_viscosity_pa_s"": 0.0025005291804992, ""specific_heat_j_kgk"": 3704.508385628376, ""thermal_conductivity_w_mk"": 0.4605553120759609}, ""external_htc_w_m2k"": 6.5523379454389215, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 35.98392828627936, ""interconnects"": 2.13228483267285, ""total"": 38.11621311895221}, ""inlet_temperature_c"": 15.348958726972342, ""operation"": ""charge"", ""soc"": 0.5869738036766649, ""soh"": 0.8186190360225737}, {""ambient_temperature_c"": 38.47767424769699, ""c_rate"": 0.5949867107883579, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1036.1391731104543, ""dynamic_viscosity_pa_s"": 0.001899168062123, ""specific_heat_j_kgk"": 3731.5260529877746, ""thermal_conductivity_w_mk"": 0.4690977823669686}, ""external_htc_w_m2k"": 11.235980062745512, ""flow_lpm"": 0.7968190908469573, ""heat_w"": {""cells"": 153.42671140546113, ""interconnects"": 6.633574711848108, ""total"": 160.06028611730923}, ""inlet_temperature_c"": 24.546900556999383, ""operation"": ""charge"", ""soc"": 0.1796423853375017, ""soh"": 0.7220172169618309}, {""ambient_temperature_c"": 18.211932983249422, ""c_rate"": 0.7299754321342791, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1068.9494580481685, ""dynamic_viscosity_pa_s"": 0.0048438653087211, ""specific_heat_j_kgk"": 3270.2899083018547, ""thermal_conductivity_w_mk"": 0.3843107988223978}, ""external_htc_w_m2k"": 6.0328822787851095, ""flow_lpm"": 1.316961257798709, ""heat_w"": {""cells"": 411.9082183421155, ""interconnects"": 8.280554915834403, ""total"": 420.1887732579499}, ""inlet_temperature_c"": 12.183261839672925, ""operation"": ""discharge"", ""soc"": 0.9480277918279172, ""soh"": 0.8032214882783592}]}",,"{""dP_kPa"": {""X"": 1.0597804787881904}, ""limits_C"": {""X"": 36.0}, ""peak_C"": {""X"": 37.96819458007815}, ""pressure"": {""X"": ""pass""}, ""pressure_limits_kPa"": {""X"": 1.25}, ""rise_K"": {""X"": 11.474790859095094}, ""temperature"": {""X"": ""fail""}}","{""params"": {}, ""scorer"": ""duty_signoff""}","{""duty_modes"": [""thermal_stress_tail""], ""duty_regimes"": [""ambient_heated""], ""interstitial"": ""potting"", ""pressure_signoff"": ""pass"", ""quick_right"": false, ""reference_right"": true, ""shown_runs"": 4, ""signoff"": ""fail"", ""training_format"": ""signoff_1d4r""}","{""answer_case_names"": [""case08335""], ""case_names"": [""case08336"", ""case08329"", ""case08332"", ""case08334"", ""case08335""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case08335""], ""geometry_ids"": [""geom_ea132336c5b1c4be"", ""geom_ea132336c5b1c4be"", ""geom_ea132336c5b1c4be"", ""geom_ea132336c5b1c4be"", ""geom_ea132336c5b1c4be""], ""run_cases"": [""case08336"", ""case08329"", ""case08332"", ""case08334""], ""solve_signatures"": [""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+cht-bounded-flow-progress-v1+cht-solid-topology-reuse-v1+cht-secondary-accuracy-recovery-v1+cht-secondary-failure-evidence-v1+cht-sibling-flow-initial-guess-v1+cht-certified-cfl-gate-v1+cht-hydraulic-envelope-explicit-v1+cht-cfl-edge-memory-v1+cht-stationary-plateau-acceptance-v1+cht-sfd-float64-v1+cht-sibling-thermal-initial-guess-v1+cht-pressure-endgame-v1+cht-buoyant-spinup-fail-fast-v1+cht-period-two-cfl-guard-v1+cht-growth-endgame-v1+cht-secondary-screening-v1+cht-secondary-screening-secant-v1+cht-period-two-regrowth-gate-v1+cht-endgame-dose-ladder-v1+cht-endgame-momentum-sfd-v1+cht-secondary-endgame-v1+cht-endgame-pseudo-time-leg-v1+cht-secondary-stall-recovery-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-clos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""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-polymesh-flow-gate+native-polymesh-bounded-pressure-recovery+native-polymesh-fixed-outlet-handoff+native-polymesh-point-velocity-trust+native-polymesh-mass-recovery-cut+native-polymesh-zero-hot-cell-speed-rail+native-polymesh-progressive-mass-recovery+native-polymesh-owner-window-cfl-recovery+flow-gate-fixed-outlet-pressure-drop+cutcell-face-normal-boundary-distance+cutcell-postclosure-owner-dose+durable-flow-restart+sealed-gap-buoyancy-gate+acm-potential-wall-ramp+acm-reference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-09-v3\""""]}" ejb-training-0.1-train_val-signoff-00255-1d9972,duty_signoff,single_turn,train_val,public_train,,"You are signing off a battery cold plate at two new duties from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 11 x EVE LF280K-class prismatic cell (280 Ah, LFP/graphite, 71.7 x 174 x 207 mm) in a rectangular grid of 1 row x 11 columns, 1.4 mm cell spacing; no thermal-interface pads (cells sit directly on the plate); solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headerless serpentine plate, 827 x 197 x 10.2 mm; 1 serpentine circuit(s) with 4 turns each, ports connected directly to the channels; channel diameter 6.18 mm, flow along the plate length (x); ports 6.18 mm on the left (inlet) and right (outlet) faces; minimum wall 1.4 mm. Completed runs 1: Coolant 50 wt% ethylene glycol / water at 23.1 °C inlet, 0.500 L/min (density 1063 kg/m³, cp 3328 J/kgK, viscosity 3.35 mPa·s). Ambient 32.9 °C, external heat-transfer coefficient 4.0 W/m²K on exposed surfaces. Load: charge at 0.533C, SOC 80%, state of health 95%; total heat generation 68.9 W (61.9 W in cells, 6.99 W in terminals/interconnects, applied uniformly). Result: peak cell rise 9.40 K; cell spread 7.13 K; coolant rise 3.18 K; pressure drop 3.39 kPa 2: Coolant 50 wt% ethylene glycol / water at 12.2 °C inlet, 1.32 L/min (density 1069 kg/m³, cp 3270 J/kgK, viscosity 4.84 mPa·s). Ambient 18.2 °C, external heat-transfer coefficient 6.0 W/m²K on exposed surfaces. Load: discharge at 0.730C, SOC 95%, state of health 80%; total heat generation 420 W (412 W in cells, 8.28 W in terminals/interconnects, applied uniformly). Result: peak cell rise 25.2 K; cell spread 21.0 K; coolant rise 4.35 K; pressure drop 13.9 kPa 3: Coolant water at 25.6 °C inlet, 0.500 L/min (density 996.9 kg/m³, cp 4181 J/kgK, viscosity 0.878 mPa·s). Ambient 29.6 °C, external heat-transfer coefficient 9.6 W/m²K on exposed surfaces. Load: charge at 0.620C, SOC 43%, state of health 99%; total heat generation 85.1 W (83.4 W in cells, 1.75 W in terminals/interconnects, applied uniformly). Result: peak cell rise 6.38 K; cell spread 5.18 K; coolant rise 2.30 K; pressure drop 1.08 kPa Duties Duty X (peak cell limit 21.5 °C, pressure drop limit 3.72 kPa): Coolant 50 wt% ethylene glycol / water at 13.2 °C inlet, 0.500 L/min (density 1068 kg/m³, cp 3276 J/kgK, viscosity 4.66 mPa·s). Ambient 21.8 °C, external heat-transfer coefficient 4.6 W/m²K on exposed surfaces. Load: discharge at 0.234C, SOC 73%, state of health 97%; total heat generation 51.0 W (50.4 W in cells, 0.609 W in terminals/interconnects, applied uniformly). Duty Y (peak cell limit 19.0 °C, pressure drop limit 2.13 kPa): Coolant water at 10.1 °C inlet, 0.759 L/min (density 999.7 kg/m³, cp 4195 J/kgK, viscosity 1.30 mPa·s). Ambient 20.0 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 0.268C, SOC 51%, state of health 76%; total heat generation 127 W (126 W in cells, 1.11 W in terminals/interconnects, applied uniformly). For each duty, say whether peak cell temperature stays at or below its limit and whether pressure drop stays at or below its limit. Scoring: The score is 1 only if every temperature and pressure verdict is correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""pressure"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\"""", ""temperature"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 21.796855116263032, ""c_rate"": 0.2337171956832341, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1068.4345177404307, ""dynamic_viscosity_pa_s"": 0.0046644741972817, ""specific_heat_j_kgk"": 3275.878073654383, ""thermal_conductivity_w_mk"": 0.3849491635278584}, ""external_htc_w_m2k"": 4.632272939197719, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 50.4117604418204, ""interconnects"": 0.6094535618070938, ""total"": 51.02121400362749}, ""inlet_temperature_c"": 13.216245511641214, ""operation"": ""discharge"", ""soc"": 0.7318008868955075, ""soh"": 0.9746396067552268}, {""ambient_temperature_c"": 19.960241159424186, ""c_rate"": 0.2675800803676102, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.6916778731588, ""dynamic_viscosity_pa_s"": 0.0013013391222267, ""specific_heat_j_kgk"": 4194.962511924432, ""thermal_conductivity_w_mk"": 0.5790319804075742}, ""external_htc_w_m2k"": 10.630416937172413, ""flow_lpm"": 0.7589747644535968, ""heat_w"": {""cells"": 125.7565801806637, ""interconnects"": 1.1069848887047058, ""total"": 126.8635650693684}, ""inlet_temperature_c"": 10.121643301076716, ""operation"": ""discharge"", ""soc"": 0.5057163688354194, ""soh"": 0.756122135464102}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 280.0, ""cell_count"": 11, ""cell_dimensions_mm"": {""height"": 207.2, ""length"": 71.7, ""width"": 173.7}, ""cell_family"": ""eve_lf280k_v3"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 1.3573561534285543, ""chemistry"": ""LFP/graphite"", ""columns"": 11, ""interstitial"": ""potting"", ""plate_coverage"": 0.8843855482976004, ""rows"": 1, ""tim_thickness_mm"": null}, ""plate"": {""channel_diameter_mm"": 6.18022373641956, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 10.25, ""inlet_face"": ""left"", ""layout"": ""headerless_serpentine"", ""length_mm"": 827.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.4021688867360351, ""outlet_face"": ""right"", ""parallel_paths"": 1, ""port_diameter_mm"": 6.18022373641956, ""turns"": 4, ""width_mm"": 197.0}, ""runs"": [{""ambient_temperature_c"": 32.8911745082587, ""c_rate"": 0.5329242540514215, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1063.278521590399, ""dynamic_viscosity_pa_s"": 0.0033497126172378, ""specific_heat_j_kgk"": 3328.0432914441867, ""thermal_conductivity_w_mk"": 0.3910456279598432}, ""external_htc_w_m2k"": 4.024240639060736, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 61.87623650357725, ""interconnects"": 6.9887119241705635, ""total"": 68.86494842774782}, ""inlet_temperature_c"": 23.060821556874544, ""operation"": ""charge"", ""soc"": 0.8023129400797188, ""soh"": 0.9524949544109405}, {""ambient_temperature_c"": 18.211932983249422, ""c_rate"": 0.7299754321342791, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1068.9494580481685, ""dynamic_viscosity_pa_s"": 0.0048438653087211, ""specific_heat_j_kgk"": 3270.2899083018547, ""thermal_conductivity_w_mk"": 0.3843107988223978}, ""external_htc_w_m2k"": 6.0328822787851095, ""flow_lpm"": 1.316961257798709, ""heat_w"": {""cells"": 411.9082183421155, ""interconnects"": 8.280554915834403, ""total"": 420.1887732579499}, ""inlet_temperature_c"": 12.183261839672925, ""operation"": ""discharge"", ""soc"": 0.9480277918279172, ""soh"": 0.8032214882783592}, {""ambient_temperature_c"": 29.570715837180614, ""c_rate"": 0.6195260459606498, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 996.8926298372548, ""dynamic_viscosity_pa_s"": 0.0008780343508178, ""specific_heat_j_kgk"": 4181.07800509661, ""thermal_conductivity_w_mk"": 0.6074891890254076}, ""external_htc_w_m2k"": 9.600535335950552, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 83.37541992280103, ""interconnects"": 1.7510139190189389, ""total"": 85.12643384181997}, ""inlet_temperature_c"": 25.597636185012025, ""operation"": ""charge"", ""soc"": 0.4292044558096677, ""soh"": 0.9932260185480116}]}",,"{""dP_kPa"": {""X"": 4.576788049931813, ""Y"": 2.434782875662058}, ""limits_C"": {""X"": 21.5, ""Y"": 19.0}, ""peak_C"": {""X"": 20.245660400390648, ""Y"": 20.564477539062523}, ""pressure"": {""X"": ""fail"", ""Y"": ""fail""}, ""pressure_limits_kPa"": {""X"": 3.72, ""Y"": 2.13}, ""rise_K"": {""X"": 7.029414888749443, ""Y"": 10.442834237985835}, ""temperature"": {""X"": ""pass"", ""Y"": ""fail""}}","{""params"": {}, ""scorer"": ""duty_signoff""}","{""duty_modes"": [""controller_selected"", ""controller_selected""], ""duty_regimes"": [""mixed"", ""load_dominated""], ""interstitial"": ""potting"", ""pressure_signoff"": ""fail_fail"", ""quick_right"": false, ""reference_right"": true, ""shown_runs"": 3, ""signoff"": ""pass_fail"", ""training_format"": ""signoff_2d3r""}","{""answer_case_names"": [""case08333"", ""case08331""], ""case_names"": [""case08330"", ""case08334"", ""case08336"", ""case08333"", ""case08331""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case08333"", ""case08331""], ""geometry_ids"": [""geom_ea132336c5b1c4be"", ""geom_ea132336c5b1c4be"", ""geom_ea132336c5b1c4be"", ""geom_ea132336c5b1c4be"", ""geom_ea132336c5b1c4be""], ""run_cases"": [""case08330"", ""case08334"", ""case08336""], ""solve_signatures"": 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""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-polymesh-flow-gate+native-polymesh-bounded-pressure-recovery+native-polymesh-fixed-outlet-handoff+native-polymesh-point-velocity-trust+native-polymesh-mass-recovery-cut+native-polymesh-zero-hot-cell-speed-rail+native-polymesh-progressive-mass-recovery+native-polymesh-owner-window-cfl-recovery+flow-gate-fixed-outlet-pressure-drop+cutcell-face-normal-boundary-distance+cutcell-postclosure-owner-dose+durable-flow-restart+sealed-gap-buoyancy-gate+acm-potential-wall-ramp+acm-reference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-09-v3\""""]}" ejb-training-0.1-train_val-signoff-00256-acf781,duty_signoff,single_turn,train_val,independent_test,,"You are signing off a battery cold plate at one new duty from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 8 x 4680 large-format cylindrical cell (25.0 Ah, layered oxide engineering prior, 46.0 mm diameter x 80.0 mm tall) in a rectangular grid of 2 rows x 4 columns, 2.0 mm cell spacing; a 1.5 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headerless serpentine plate, 218 x 119 x 13.8 mm; 1 serpentine circuit(s) with 5 turns each, ports connected directly to the channels; channel diameter 5.52 mm, flow across the plate width (y); ports 5.52 mm on the front (inlet) and back (outlet) faces; minimum wall 2.7 mm. Completed runs 1: Coolant 30 wt% ethylene glycol / water at 12.0 °C inlet, 2.00 L/min (density 1041 kg/m³, cp 3694 J/kgK, viscosity 2.79 mPa·s). Ambient 13.2 °C, external heat-transfer coefficient 8.9 W/m²K on exposed surfaces. Load: charge at 1.07C, SOC 22%, state of health 81%; total heat generation 15.7 W (14.6 W in cells, 1.12 W in terminals/interconnects, applied uniformly). Result: peak cell rise 3.80 K; cell spread 3.18 K; coolant rise 0.120 K; pressure drop 11.8 kPa 2: Coolant water at 13.6 °C inlet, 0.100 L/min (density 999.3 kg/m³, cp 4190 J/kgK, viscosity 1.18 mPa·s). Ambient 21.8 °C, external heat-transfer coefficient 10 W/m²K on exposed surfaces. Load: charge at 0.512C, SOC 39%, state of health 100%; total heat generation 2.25 W (2.15 W in cells, 0.0971 W in terminals/interconnects, applied uniformly). Result: peak cell rise 4.75 K; cell spread 3.40 K; coolant rise 1.67 K; pressure drop 0.109 kPa 3: Coolant 50 wt% ethylene glycol / water at 14.6 °C inlet, 0.118 L/min (density 1068 kg/m³, cp 3284 J/kgK, viscosity 4.43 mPa·s). Ambient 29.8 °C, external heat-transfer coefficient 4.1 W/m²K on exposed surfaces. Load: discharge at 1.08C, SOC 54%, state of health 71%; total heat generation 25.6 W (25.2 W in cells, 0.365 W in terminals/interconnects, applied uniformly). Result: peak cell rise 11.8 K; cell spread 7.03 K; coolant rise 4.81 K; pressure drop 0.358 kPa Duties Duty X (peak cell limit 30.0 °C, pressure drop limit 0.204 kPa): Coolant 50 wt% ethylene glycol / water at 21.5 °C inlet, 0.100 L/min (density 1064 kg/m³, cp 3320 J/kgK, viscosity 3.52 mPa·s). Ambient 41.4 °C, external heat-transfer coefficient 7.5 W/m²K on exposed surfaces. Load: discharge at 0.379C, SOC 92%, state of health 90%; total heat generation 1.57 W (1.51 W in cells, 0.0526 W in terminals/interconnects, applied uniformly). For each duty, say whether peak cell temperature stays at or below its limit and whether pressure drop stays at or below its limit. Scoring: The score is 1 only if every temperature and pressure verdict is correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""pressure"": ""object mapping \""X\"" to \""pass\"" or \""fail\"""", ""temperature"": ""object mapping \""X\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 41.448122737929225, ""c_rate"": 0.3791002715098741, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1064.135396564622, ""dynamic_viscosity_pa_s"": 0.0035207952134814, ""specific_heat_j_kgk"": 3319.8095501448574, ""thermal_conductivity_w_mk"": 0.390066245179462}, ""external_htc_w_m2k"": 7.454745162278414, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 1.5134840945471566, ""interconnects"": 0.0526264434283491, ""total"": 1.5661105379755058}, ""inlet_temperature_c"": 21.48100835548624, ""operation"": ""discharge"", ""soc"": 0.9181750927120448, ""soh"": 0.8987792991101742}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 25.0, ""cell_count"": 8, ""cell_dimensions_mm"": {""diameter"": 46.0, ""height"": 80.0}, ""cell_family"": ""tesla_4680"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 2.0415408074855805, ""chemistry"": ""layered oxide engineering prior"", ""columns"": 4, ""interstitial"": ""potting"", ""plate_coverage"": 0.7582122225298062, ""rows"": 2, ""tim_thickness_mm"": 1.525994116300717}, ""plate"": {""channel_diameter_mm"": 5.515858557312717, ""flow_direction"": ""widthwise_y"", ""height_mm"": 13.75, ""inlet_face"": ""front"", ""layout"": ""headerless_serpentine"", ""length_mm"": 218.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 2.729375498369336, ""outlet_face"": ""back"", ""parallel_paths"": 1, ""port_diameter_mm"": 5.515858557312717, ""turns"": 5, ""width_mm"": 119.0}, ""runs"": [{""ambient_temperature_c"": 13.197166798636315, ""c_rate"": 1.0651471843709264, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1041.115214849351, ""dynamic_viscosity_pa_s"": 0.0027905692817832, ""specific_heat_j_kgk"": 3694.4466862465447, ""thermal_conductivity_w_mk"": 0.45737989754728}, ""external_htc_w_m2k"": 8.879208530299366, ""flow_lpm"": 2.0, ""heat_w"": {""cells"": 14.623364527525396, ""interconnects"": 1.120103066156232, ""total"": 15.743467593681627}, ""inlet_temperature_c"": 11.977065429971706, ""operation"": ""charge"", ""soc"": 0.2152241914067417, ""soh"": 0.8114355228841305}, {""ambient_temperature_c"": 21.82488529011607, ""c_rate"": 0.5124495081120195, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.3072404324024, ""dynamic_viscosity_pa_s"": 0.0011822956110007, ""specific_heat_j_kgk"": 4190.121898442292, ""thermal_conductivity_w_mk"": 0.5860041061631188}, ""external_htc_w_m2k"": 10.3953197915107, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 2.1503418107210694, ""interconnects"": 0.0970599981322424, ""total"": 2.247401808853312}, ""inlet_temperature_c"": 13.56019895099245, ""operation"": ""charge"", ""soc"": 0.3913474109955132, ""soh"": 0.995727830287069}, {""ambient_temperature_c"": 29.750393498688936, ""c_rate"": 1.080637731974816, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1067.7173793191432, ""dynamic_viscosity_pa_s"": 0.0044326465336767, ""specific_heat_j_kgk"": 3283.5359051383034, ""thermal_conductivity_w_mk"": 0.3858284326903543}, ""external_htc_w_m2k"": 4.056149479933083, ""flow_lpm"": 0.1180857982572773, ""heat_w"": {""cells"": 25.24986711106269, ""interconnects"": 0.3648058805149185, ""total"": 25.61467299157761}, ""inlet_temperature_c"": 14.638188581205869, ""operation"": ""discharge"", ""soc"": 0.5362913213204592, ""soh"": 0.7128073147498071}]}",,"{""dP_kPa"": {""X"": 0.24448140337737276}, ""limits_C"": {""X"": 30.0}, ""peak_C"": {""X"": 31.960534667968773}, ""pressure"": {""X"": ""fail""}, ""pressure_limits_kPa"": {""X"": 0.204}, ""rise_K"": {""X"": 10.479526312482562}, ""temperature"": {""X"": ""fail""}}","{""params"": {}, ""scorer"": ""duty_signoff""}","{""duty_modes"": [""thermal_stress_tail""], ""duty_regimes"": [""ambient_heated""], ""interstitial"": ""potting"", ""pressure_signoff"": ""fail"", ""quick_right"": false, ""reference_right"": true, ""shown_runs"": 3, ""signoff"": ""fail"", ""training_format"": ""signoff_1d3r""}","{""answer_case_names"": [""case13711""], ""case_names"": [""case13712"", ""case13709"", ""case13710"", ""case13711""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case13711""], ""geometry_ids"": [""geom_f65cd5f8e7ddbeac"", ""geom_f65cd5f8e7ddbeac"", ""geom_f65cd5f8e7ddbeac"", ""geom_f65cd5f8e7ddbeac""], ""run_cases"": [""case13712"", ""case13709"", ""case13710""], ""solve_signatures"": 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ejb-training-0.1-train_val-signoff-00262-f75aab,duty_signoff,single_turn,train_val,independent_test,,"You are signing off a battery cold plate at one new duty from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 15 x EVE LF105-class prismatic cell (105 Ah, LFP/graphite, 36.4 x 130 x 200 mm) in a rectangular grid of 3 rows x 5 columns, 2.5 mm cell spacing; a 0.80 mm thermal-interface pad under each cell; open air between cells (natural convection and radiation to ambient). Cold plate: Aluminium centre-fed parallel-channel plate, 217 x 421 x 9.75 mm; 4 parallel round channels fed by a bifurcating centre manifold; channel diameter 5.04 mm, flow across the plate width (y); ports 6.44 mm on the front (inlet) and back (outlet) faces; minimum wall 1.3 mm. Completed runs 1: Coolant water at 27.5 °C inlet, 1.34 L/min (density 996.4 kg/m³, cp 4180 J/kgK, viscosity 0.842 mPa·s). Ambient 29.0 °C, external heat-transfer coefficient 3.3 W/m²K on exposed surfaces. Load: charge at 0.442C, SOC 48%, state of health 77%; total heat generation 25.2 W (24.4 W in cells, 0.800 W in terminals/interconnects, applied uniformly). Result: peak cell rise 3.00 K; cell spread 2.70 K; coolant rise 0.249 K; pressure drop 0.786 kPa 2: Coolant 30 wt% ethylene glycol / water at 11.6 °C inlet, 0.200 L/min (density 1041 kg/m³, cp 3693 J/kgK, viscosity 2.82 mPa·s). Ambient 20.5 °C, external heat-transfer coefficient 8.1 W/m²K on exposed surfaces. Load: discharge at 0.321C, SOC 85%, state of health 84%; total heat generation 21.2 W (20.3 W in cells, 0.889 W in terminals/interconnects, applied uniformly). Result: peak cell rise 8.31 K; cell spread 6.39 K; coolant rise 3.07 K; pressure drop 0.103 kPa 3: Coolant water at 14.9 °C inlet, 0.200 L/min (density 999.1 kg/m³, cp 4189 J/kgK, viscosity 1.14 mPa·s). Ambient 34.1 °C, external heat-transfer coefficient 7.3 W/m²K on exposed surfaces. Load: charge at 0.205C, SOC 19%, state of health 90%; total heat generation 3.98 W (3.89 W in cells, 0.0880 W in terminals/interconnects, applied uniformly). Result: peak cell rise 15.4 K; cell spread 12.9 K; coolant rise 4.83 K; pressure drop 0.0538 kPa Duties Duty X (peak cell limit 31.5 °C, pressure drop limit 0.594 kPa): Coolant 50 wt% ethylene glycol / water at 25.1 °C inlet, 0.665 L/min (density 1062 kg/m³, cp 3339 J/kgK, viscosity 3.14 mPa·s). Ambient 32.4 °C, external heat-transfer coefficient 15 W/m²K on exposed surfaces. Load: discharge at 0.281C, SOC 55%, state of health 98%; total heat generation 40.0 W (39.7 W in cells, 0.330 W in terminals/interconnects, applied uniformly). For each duty, say whether peak cell temperature stays at or below its limit and whether pressure drop stays at or below its limit. Scoring: The score is 1 only if every temperature and pressure verdict is correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""pressure"": ""object mapping \""X\"" to \""pass\"" or \""fail\"""", ""temperature"": ""object mapping \""X\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 32.437690808437765, ""c_rate"": 0.2810033505595567, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1062.1461691342852, ""dynamic_viscosity_pa_s"": 0.0031448960594943, ""specific_heat_j_kgk"": 3338.68561444557, ""thermal_conductivity_w_mk"": 0.3923215039735443}, ""external_htc_w_m2k"": 14.963049814105034, ""flow_lpm"": 0.6653364099533816, ""heat_w"": {""cells"": 39.68733680599844, ""interconnects"": 0.3298146160776691, ""total"": 40.01715142207611}, ""inlet_temperature_c"": 25.11851899715152, ""operation"": ""discharge"", ""soc"": 0.5547817648388446, ""soh"": 0.9794462488032876}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 105.0, ""cell_count"": 15, ""cell_dimensions_mm"": {""height"": 200.5, ""length"": 36.35, ""width"": 130.3}, ""cell_family"": ""eve_lf105"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 2.490202736109495, ""chemistry"": ""LFP/graphite"", ""columns"": 5, ""interstitial"": ""air"", ""plate_coverage"": 0.8536528538244467, ""rows"": 3, ""tim_thickness_mm"": 0.7971724811941385}, ""plate"": {""channel_diameter_mm"": 5.03893993898776, ""flow_direction"": ""widthwise_y"", ""height_mm"": 9.75, ""inlet_face"": ""front"", ""layout"": ""parallel"", ""length_mm"": 217.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.3484907820820808, ""outlet_face"": ""back"", ""parallel_paths"": 4, ""port_diameter_mm"": 6.435963326242967, ""turns"": 0, ""width_mm"": 421.0}, ""runs"": [{""ambient_temperature_c"": 29.023108389228582, ""c_rate"": 0.4422797890859216, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 996.380659323608, ""dynamic_viscosity_pa_s"": 0.0008418025262874, ""specific_heat_j_kgk"": 4180.437807733857, ""thermal_conductivity_w_mk"": 0.6105078199068865}, ""external_htc_w_m2k"": 3.284005768597126, ""flow_lpm"": 1.338350888314754, ""heat_w"": {""cells"": 24.35593729468875, ""interconnects"": 0.8002188507002094, ""total"": 25.15615614538896}, ""inlet_temperature_c"": 27.48688227929275, ""operation"": ""charge"", ""soc"": 0.476275440165773, ""soh"": 0.7706356089562177}, {""ambient_temperature_c"": 20.47825505957007, ""c_rate"": 0.3211067239071635, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1041.232464266374, ""dynamic_viscosity_pa_s"": 0.0028212451664153, ""specific_heat_j_kgk"": 3693.464473085389, ""thermal_conductivity_w_mk"": 0.4570700554330285}, ""external_htc_w_m2k"": 8.050818677991629, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 20.32526253891059, ""interconnects"": 0.8888686219798895, ""total"": 21.21413116089048}, ""inlet_temperature_c"": 11.649338016286492, ""operation"": ""discharge"", ""soc"": 0.8509541585110127, ""soh"": 0.841148704662919}, {""ambient_temperature_c"": 34.119494780898094, ""c_rate"": 0.2050653381416501, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.12193401239, ""dynamic_viscosity_pa_s"": 0.001141456954869, ""specific_heat_j_kgk"": 4188.601314457548, ""thermal_conductivity_w_mk"": 0.588554257130309}, ""external_htc_w_m2k"": 7.253267113119364, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 3.8914251917165217, ""interconnects"": 0.0880295293115828, ""total"": 3.979454721028104}, ""inlet_temperature_c"": 14.87120436784534, ""operation"": ""charge"", ""soc"": 0.1913085945416242, ""soh"": 0.8995163821615278}]}",,"{""dP_kPa"": {""X"": 0.5375041737691645}, ""limits_C"": {""X"": 31.5}, ""peak_C"": {""X"": 32.9969421386719}, ""pressure"": {""X"": ""pass""}, ""pressure_limits_kPa"": {""X"": 0.594}, ""rise_K"": {""X"": 7.878423141520386}, ""temperature"": {""X"": ""fail""}}","{""params"": {}, ""scorer"": ""duty_signoff""}","{""duty_modes"": [""thermal_stress_tail""], ""duty_regimes"": [""mixed""], ""interstitial"": ""air"", ""pressure_signoff"": ""pass"", ""quick_right"": false, ""reference_right"": true, ""shown_runs"": 3, ""signoff"": ""fail"", ""training_format"": ""signoff_1d3r""}","{""answer_case_names"": [""case12627""], ""case_names"": [""case12628"", ""case12626"", ""case12625"", ""case12627""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case12627""], ""geometry_ids"": [""geom_f5be3acf0ce6e5fe"", ""geom_f5be3acf0ce6e5fe"", ""geom_f5be3acf0ce6e5fe"", ""geom_f5be3acf0ce6e5fe""], ""run_cases"": [""case12628"", ""case12626"", ""case12625""], ""solve_signatures"": 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ejb-training-0.1-train_val-signoff-00269-029235,duty_signoff,single_turn,train_val,independent_test,,"You are signing off a battery cold plate at one new duty from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 27 x 4680 large-format cylindrical cell (25.0 Ah, layered oxide engineering prior, 46.0 mm diameter x 80.0 mm tall) in staggered rows of 3 rows x 9 columns, 5.2 mm cell spacing; a 1.6 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headerless serpentine plate, 510 x 180 x 7.00 mm; 1 serpentine circuit(s) with 2 turns each, ports connected directly to the channels; channel diameter 3.06 mm, flow along the plate length (x); ports 3.06 mm on the left (inlet) and right (outlet) faces; minimum wall 1.3 mm. Completed runs 1: Coolant 50 wt% ethylene glycol / water at 20.3 °C inlet, 0.526 L/min (density 1065 kg/m³, cp 3314 J/kgK, viscosity 3.66 mPa·s). Ambient 39.1 °C, external heat-transfer coefficient 2.7 W/m²K on exposed surfaces. Load: discharge at 1.13C, SOC 53%, state of health 91%; total heat generation 81.5 W (79.9 W in cells, 1.55 W in terminals/interconnects, applied uniformly). Result: peak cell rise 13.7 K; cell spread 9.03 K; coolant rise 3.43 K; pressure drop 31.6 kPa 2: Coolant 30 wt% ethylene glycol / water at 10.8 °C inlet, 0.284 L/min (density 1042 kg/m³, cp 3691 J/kgK, viscosity 2.90 mPa·s). Ambient 10.3 °C, external heat-transfer coefficient 10 W/m²K on exposed surfaces. Load: charge at 1.21C, SOC 20%, state of health 99%; total heat generation 49.3 W (45.2 W in cells, 4.07 W in terminals/interconnects, applied uniformly). Result: peak cell rise 6.14 K; cell spread 4.63 K; coolant rise 1.82 K; pressure drop 12.6 kPa 3: Coolant water at 16.8 °C inlet, 0.496 L/min (density 998.8 kg/m³, cp 4187 J/kgK, viscosity 1.08 mPa·s). Ambient 23.7 °C, external heat-transfer coefficient 7.8 W/m²K on exposed surfaces. Load: charge at 0.458C, SOC 43%, state of health 71%; total heat generation 8.52 W (8.11 W in cells, 0.415 W in terminals/interconnects, applied uniformly). Result: peak cell rise 3.44 K; cell spread 2.74 K; coolant rise 0.817 K; pressure drop 19.4 kPa Duties Duty X (peak cell limit 23.0 °C, pressure drop limit 6.35 kPa): Coolant 30 wt% ethylene glycol / water at 14.7 °C inlet, 0.200 L/min (density 1040 kg/m³, cp 3703 J/kgK, viscosity 2.55 mPa·s). Ambient 33.5 °C, external heat-transfer coefficient 5.7 W/m²K on exposed surfaces. Load: discharge at 0.328C, SOC 93%, state of health 78%; total heat generation 6.92 W (6.06 W in cells, 0.860 W in terminals/interconnects, applied uniformly). For each duty, say whether peak cell temperature stays at or below its limit and whether pressure drop stays at or below its limit. Scoring: The score is 1 only if every temperature and pressure verdict is correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""pressure"": ""object mapping \""X\"" to \""pass\"" or \""fail\"""", ""temperature"": ""object mapping \""X\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 33.544540256261826, ""c_rate"": 0.3283050600780439, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1040.1139698397867, ""dynamic_viscosity_pa_s"": 0.0025524558691945, ""specific_heat_j_kgk"": 3702.59523767107, ""thermal_conductivity_w_mk"": 0.4599513233291581}, ""external_htc_w_m2k"": 5.719741115346551, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 6.061132272636251, ""interconnects"": 0.8599710985687106, ""total"": 6.921103371204961}, ""inlet_temperature_c"": 14.705720967711596, ""operation"": ""discharge"", ""soc"": 0.9259864325169472, ""soh"": 0.7796264037489891}], ""pack"": {""arrangement"": ""staggered_rows"", ""capacity_ah"": 25.0, ""cell_count"": 27, ""cell_dimensions_mm"": {""diameter"": 46.0, ""height"": 80.0}, ""cell_family"": ""tesla_4680"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 5.170755484700202, ""chemistry"": ""layered oxide engineering prior"", ""columns"": 9, ""interstitial"": ""potting"", ""plate_coverage"": 0.8436634669347224, ""rows"": 3, ""tim_thickness_mm"": 1.574148714542389}, ""plate"": {""channel_diameter_mm"": 3.063016803231017, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 7.0, ""inlet_face"": ""left"", ""layout"": ""headerless_serpentine"", ""length_mm"": 510.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.3173929546028376, ""outlet_face"": ""right"", ""parallel_paths"": 1, ""port_diameter_mm"": 3.063016803231017, ""turns"": 2, ""width_mm"": 180.0}, ""runs"": [{""ambient_temperature_c"": 39.13446613121778, ""c_rate"": 1.131431100737777, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1064.7667827583573, ""dynamic_viscosity_pa_s"": 0.0036568529182944, ""specific_heat_j_kgk"": 3313.638651880334, ""thermal_conductivity_w_mk"": 0.3893365646573146}, ""external_htc_w_m2k"": 2.729849916882813, ""flow_lpm"": 0.5256036911682995, ""heat_w"": {""cells"": 79.90493890935784, ""interconnects"": 1.5546445555719657, ""total"": 81.4595834649298}, ""inlet_temperature_c"": 20.30371398665011, ""operation"": ""discharge"", ""soc"": 0.5340912963729352, ""soh"": 0.9077571810223162}, {""ambient_temperature_c"": 10.28117049485445, ""c_rate"": 1.206117949116705, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1041.5278804661432, ""dynamic_viscosity_pa_s"": 0.0029014561126748, ""specific_heat_j_kgk"": 3690.9618778151057, ""thermal_conductivity_w_mk"": 0.4562807068116685}, ""external_htc_w_m2k"": 10.16461022850126, ""flow_lpm"": 0.2836674643279839, ""heat_w"": {""cells"": 45.22515106426712, ""interconnects"": 4.07149843961475, ""total"": 49.29664950388187}, ""inlet_temperature_c"": 10.815436165390445, ""operation"": ""charge"", ""soc"": 0.2012430411297828, ""soh"": 0.986836052313447}, {""ambient_temperature_c"": 23.695175917819142, ""c_rate"": 0.4579366025683833, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.8041461118236, ""dynamic_viscosity_pa_s"": 0.0010840101891184, ""specific_heat_j_kgk"": 4186.601053879914, ""thermal_conductivity_w_mk"": 0.5922956075047366}, ""external_htc_w_m2k"": 7.808819923549891, ""flow_lpm"": 0.4957435569365505, ""heat_w"": {""cells"": 8.108671149077255, ""interconnects"": 0.4146288349562507, ""total"": 8.523299984033505}, ""inlet_temperature_c"": 16.848655123277815, ""operation"": ""charge"", ""soc"": 0.4321026188787072, ""soh"": 0.7076163713820278}]}",,"{""dP_kPa"": {""X"": 7.592851359659078}, ""limits_C"": {""X"": 23.0}, ""peak_C"": {""X"": 24.719506835937523}, ""pressure"": {""X"": ""fail""}, ""pressure_limits_kPa"": {""X"": 6.35}, ""rise_K"": {""X"": 10.01378586822591}, ""temperature"": {""X"": ""fail""}}","{""params"": {}, ""scorer"": ""duty_signoff""}","{""duty_modes"": [""chilled_high_load_tail""], ""duty_regimes"": [""ambient_heated""], ""interstitial"": ""potting"", ""pressure_signoff"": ""fail"", ""quick_right"": false, ""reference_right"": true, ""shown_runs"": 3, ""signoff"": ""fail"", ""training_format"": ""signoff_1d3r""}","{""answer_case_names"": [""case13522""], ""case_names"": [""case13523"", ""case13521"", ""case13524"", ""case13522""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case13522""], ""geometry_ids"": [""geom_238e4327fe17cdf7"", ""geom_238e4327fe17cdf7"", ""geom_238e4327fe17cdf7"", ""geom_238e4327fe17cdf7""], ""run_cases"": [""case13523"", ""case13521"", ""case13524""], ""solve_signatures"": 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ejb-training-0.1-train_val-signoff-00275-8fda34,duty_signoff,single_turn,train_val,independent_test,,"You are signing off a battery cold plate at one new duty from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 30 x 18650 cylindrical cell (Molicel P22S class) (2.20 Ah, INR layered oxide, 18.6 mm diameter x 65.2 mm tall) in staggered rows of 5 rows x 6 columns, 4.1 mm cell spacing; a 0.91 mm thermal-interface pad under each cell; open air between cells (natural convection and radiation to ambient). Cold plate: Aluminium headered serpentine plate, 171 x 136 x 6.00 mm; 2 serpentine circuit(s) with 4 turns each, fed from headers; channel diameter 2.12 mm, flow along the plate length (x); ports 2.12 mm on the left (inlet) and right (outlet) faces; minimum wall 1.3 mm. Completed runs 1: Coolant 50 wt% ethylene glycol / water at 12.4 °C inlet, 0.100 L/min (density 1069 kg/m³, cp 3271 J/kgK, viscosity 4.81 mPa·s). Ambient 12.4 °C, external heat-transfer coefficient 5.0 W/m²K on exposed surfaces. Load: charge at 0.814C, SOC 88%, state of health 73%; total heat generation 7.18 W (7.00 W in cells, 0.184 W in terminals/interconnects, applied uniformly). Result: peak cell rise 2.72 K; cell spread 1.90 K; coolant rise 1.00 K; pressure drop 5.78 kPa 2: Coolant 30 wt% ethylene glycol / water at 32.4 °C inlet, 0.270 L/min (density 1033 kg/m³, cp 3754 J/kgK, viscosity 1.54 mPa·s). Ambient 37.6 °C, external heat-transfer coefficient 12 W/m²K on exposed surfaces. Load: discharge at 2.65C, SOC 26%, state of health 81%; total heat generation 63.2 W (60.2 W in cells, 3.00 W in terminals/interconnects, applied uniformly). Result: peak cell rise 19.4 K; cell spread 15.5 K; coolant rise 3.30 K; pressure drop 8.41 kPa 3: Coolant 30 wt% ethylene glycol / water at 8.6 °C inlet, 0.280 L/min (density 1042 kg/m³, cp 3684 J/kgK, viscosity 3.13 mPa·s). Ambient 20.4 °C, external heat-transfer coefficient 6.7 W/m²K on exposed surfaces. Load: charge at 0.219C, SOC 73%, state of health 89%; total heat generation 0.336 W (0.311 W in cells, 0.0246 W in terminals/interconnects, applied uniformly). Result: peak cell rise 4.62 K; cell spread 3.89 K; coolant rise 0.580 K; pressure drop 14.3 kPa Duties Duty X (peak cell limit 20.0 °C, pressure drop limit 1.57 kPa): Coolant water at 12.9 °C inlet, 0.100 L/min (density 999.4 kg/m³, cp 4191 J/kgK, viscosity 1.21 mPa·s). Ambient 31.2 °C, external heat-transfer coefficient 8.2 W/m²K on exposed surfaces. Load: discharge at 0.714C, SOC 51%, state of health 95%; total heat generation 4.35 W (4.23 W in cells, 0.123 W in terminals/interconnects, applied uniformly). For each duty, say whether peak cell temperature stays at or below its limit and whether pressure drop stays at or below its limit. Scoring: The score is 1 only if every temperature and pressure verdict is correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""pressure"": ""object mapping \""X\"" to \""pass\"" or \""fail\"""", ""temperature"": ""object mapping \""X\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 31.248737070709467, ""c_rate"": 0.7135266897292133, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.3981110476108, ""dynamic_viscosity_pa_s"": 0.0012052008230524, ""specific_heat_j_kgk"": 4191.007924341503, ""thermal_conductivity_w_mk"": 0.5846110377164361}, ""external_htc_w_m2k"": 8.236014682799578, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 4.228351467956337, ""interconnects"": 0.1230624053660786, ""total"": 4.351413873322415}, ""inlet_temperature_c"": 12.856319471544795, ""operation"": ""discharge"", ""soc"": 0.5078750472515822, ""soh"": 0.9503854867070912}], ""pack"": {""arrangement"": ""staggered_rows"", ""capacity_ah"": 2.2, ""cell_count"": 30, ""cell_dimensions_mm"": {""diameter"": 18.6, ""height"": 65.2}, ""cell_family"": ""molicel_18650"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 4.14426958411932, ""chemistry"": ""INR layered oxide"", ""columns"": 6, ""interstitial"": ""air"", ""plate_coverage"": 0.7635371023072915, ""rows"": 5, ""tim_thickness_mm"": 0.9058427358511836}, ""plate"": {""channel_diameter_mm"": 2.1236903060923717, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 6.0, ""inlet_face"": ""left"", ""layout"": ""serpentine"", ""length_mm"": 171.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.2887061964720488, ""outlet_face"": ""right"", ""parallel_paths"": 2, ""port_diameter_mm"": 2.1236903060923717, ""turns"": 4, ""width_mm"": 136.0}, ""runs"": [{""ambient_temperature_c"": 12.424142817035316, ""c_rate"": 0.8141005239578215, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1068.8487437489732, ""dynamic_viscosity_pa_s"": 0.0048078753336555, ""specific_heat_j_kgk"": 3271.3888913425208, ""thermal_conductivity_w_mk"": 0.3844361253892354}, ""external_htc_w_m2k"": 4.995905539020896, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 6.995656133558009, ""interconnects"": 0.1835470361536317, ""total"": 7.179203169711641}, ""inlet_temperature_c"": 12.386106002967072, ""operation"": ""charge"", ""soc"": 0.8770216693636029, ""soh"": 0.7263274472206831}, {""ambient_temperature_c"": 37.63776739127934, ""c_rate"": 2.6526865736763336, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1032.585878056521, ""dynamic_viscosity_pa_s"": 0.0015423813340544, ""specific_heat_j_kgk"": 3753.976491267066, ""thermal_conductivity_w_mk"": 0.4762195290227848}, ""external_htc_w_m2k"": 12.035028856247663, ""flow_lpm"": 0.2696712532695427, ""heat_w"": {""cells"": 60.208109601804715, ""interconnects"": 3.0006128728900725, ""total"": 63.20872247469479}, ""inlet_temperature_c"": 32.371212667785585, ""operation"": ""discharge"", ""soc"": 0.2593069844413548, ""soh"": 0.8095314218662679}, {""ambient_temperature_c"": 20.43593928217888, ""c_rate"": 0.2189387770165421, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1042.2999046701907, ""dynamic_viscosity_pa_s"": 0.00313305427455, ""specific_heat_j_kgk"": 3684.2214428717184, ""thermal_conductivity_w_mk"": 0.4541553791002949}, ""external_htc_w_m2k"": 6.716420648619533, ""flow_lpm"": 0.2795786593819871, ""heat_w"": {""cells"": 0.3109247741613172, ""interconnects"": 0.0245902371660936, ""total"": 0.3355150113274108}, ""inlet_temperature_c"": 8.577250079893258, ""operation"": ""charge"", ""soc"": 0.7347007171250879, ""soh"": 0.8859315126203}]}",,"{""dP_kPa"": {""X"": 1.9127669324069574}, ""limits_C"": {""X"": 20.0}, ""peak_C"": {""X"": 21.827386474609398}, ""pressure"": {""X"": ""fail""}, ""pressure_limits_kPa"": {""X"": 1.57}, ""rise_K"": {""X"": 8.971067003064604}, ""temperature"": {""X"": ""fail""}}","{""params"": {}, ""scorer"": ""duty_signoff""}","{""duty_modes"": [""chilled_high_load_tail""], ""duty_regimes"": [""ambient_heated""], ""interstitial"": ""air"", ""pressure_signoff"": ""fail"", ""quick_right"": false, ""reference_right"": true, ""shown_runs"": 3, ""signoff"": ""fail"", ""training_format"": ""signoff_1d3r""}","{""answer_case_names"": [""case13002""], ""case_names"": [""case13001"", ""case13003"", ""case13004"", ""case13002""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case13002""], ""geometry_ids"": [""geom_e8e98eb22081a6a2"", ""geom_e8e98eb22081a6a2"", ""geom_e8e98eb22081a6a2"", ""geom_e8e98eb22081a6a2""], ""run_cases"": [""case13001"", ""case13003"", ""case13004""], ""solve_signatures"": 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ejb-training-0.1-train_val-signoff-00278-64f620,duty_signoff,single_turn,train_val,independent_test,,"You are signing off a battery cold plate at one new duty from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 40 x 18650 cylindrical cell (Molicel P22S class) (2.20 Ah, INR layered oxide, 18.6 mm diameter x 65.2 mm tall) in staggered rows of 8 rows x 5 columns, 3.0 mm cell spacing; a 1.4 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headered serpentine plate, 146 x 201 x 12.2 mm; 1 serpentine circuit(s) with 2 turns each, fed from headers; channel diameter 4.18 mm, flow across the plate width (y); ports 4.18 mm on the front (inlet) and back (outlet) faces; minimum wall 2.6 mm. Completed runs 1: Coolant 30 wt% ethylene glycol / water at 11.6 °C inlet, 0.100 L/min (density 1041 kg/m³, cp 3693 J/kgK, viscosity 2.82 mPa·s). Ambient 29.9 °C, external heat-transfer coefficient 10.0 W/m²K on exposed surfaces. Load: discharge at 1.24C, SOC 39%, state of health 94%; total heat generation 19.5 W (18.5 W in cells, 0.933 W in terminals/interconnects, applied uniformly). Result: peak cell rise 13.4 K; cell spread 7.87 K; coolant rise 5.51 K; pressure drop 0.421 kPa 2: Coolant 50 wt% ethylene glycol / water at 29.9 °C inlet, 0.439 L/min (density 1059 kg/m³, cp 3363 J/kgK, viscosity 2.74 mPa·s). Ambient 36.7 °C, external heat-transfer coefficient 7.7 W/m²K on exposed surfaces. Load: discharge at 0.393C, SOC 17%, state of health 77%; total heat generation 5.97 W (5.93 W in cells, 0.0394 W in terminals/interconnects, applied uniformly). Result: peak cell rise 3.95 K; cell spread 2.92 K; coolant rise 0.507 K; pressure drop 3.10 kPa 3: Coolant water at 10.1 °C inlet, 0.100 L/min (density 999.7 kg/m³, cp 4195 J/kgK, viscosity 1.30 mPa·s). Ambient 21.8 °C, external heat-transfer coefficient 5.3 W/m²K on exposed surfaces. Load: charge at 0.586C, SOC 56%, state of health 85%; total heat generation 2.43 W (2.19 W in cells, 0.243 W in terminals/interconnects, applied uniformly). Result: peak cell rise 5.42 K; cell spread 3.79 K; coolant rise 1.78 K; pressure drop 0.249 kPa Duties Duty X (peak cell limit 29.5 °C, pressure drop limit 0.275 kPa): Coolant 30 wt% ethylene glycol / water at 25.4 °C inlet, 0.100 L/min (density 1036 kg/m³, cp 3734 J/kgK, viscosity 1.86 mPa·s). Ambient 31.6 °C, external heat-transfer coefficient 2.1 W/m²K on exposed surfaces. Load: charge at 1.31C, SOC 77%, state of health 87%; total heat generation 11.6 W (11.1 W in cells, 0.410 W in terminals/interconnects, applied uniformly). For each duty, say whether peak cell temperature stays at or below its limit and whether pressure drop stays at or below its limit. Scoring: The score is 1 only if every temperature and pressure verdict is correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""pressure"": ""object mapping \""X\"" to \""pass\"" or \""fail\"""", ""temperature"": ""object mapping \""X\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 31.639795009978116, ""c_rate"": 1.3075929022686414, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1035.7833120567254, ""dynamic_viscosity_pa_s"": 0.0018562613090003, ""specific_heat_j_kgk"": 3733.899457453087, ""thermal_conductivity_w_mk"": 0.4698495438864656}, ""external_htc_w_m2k"": 2.054666182026267, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 11.148046879686664, ""interconnects"": 0.4099333060517967, ""total"": 11.55798018573846}, ""inlet_temperature_c"": 25.36579324268345, ""operation"": ""charge"", ""soc"": 0.768071071151644, ""soh"": 0.8652095237746834}], ""pack"": {""arrangement"": ""staggered_rows"", ""capacity_ah"": 2.2, ""cell_count"": 40, ""cell_dimensions_mm"": {""diameter"": 18.6, ""height"": 65.2}, ""cell_family"": ""molicel_18650"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 3.0174294367432593, ""chemistry"": ""INR layered oxide"", ""columns"": 5, ""interstitial"": ""potting"", ""plate_coverage"": 0.769167622373445, ""rows"": 8, ""tim_thickness_mm"": 1.3966378427576274}, ""plate"": {""channel_diameter_mm"": 4.184331367819983, ""flow_direction"": ""widthwise_y"", ""height_mm"": 12.25, ""inlet_face"": ""front"", ""layout"": ""serpentine"", ""length_mm"": 146.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 2.6227915436029434, ""outlet_face"": ""back"", ""parallel_paths"": 1, ""port_diameter_mm"": 4.184331367819983, ""turns"": 2, ""width_mm"": 201.0}, ""runs"": [{""ambient_temperature_c"": 29.85213901847601, ""c_rate"": 1.236174416856083, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1041.2416758840773, ""dynamic_viscosity_pa_s"": 0.0028236824194689, ""specific_heat_j_kgk"": 3693.387043827227, ""thermal_conductivity_w_mk"": 0.4570456311195138}, ""external_htc_w_m2k"": 9.995293948799372, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 18.54536930453383, ""interconnects"": 0.9333831857177176, ""total"": 19.478752490251544}, ""inlet_temperature_c"": 11.623513386584818, ""operation"": ""discharge"", ""soc"": 0.3857908139936625, ""soh"": 0.9407081489451228}, {""ambient_temperature_c"": 36.726567186415195, ""c_rate"": 0.3926245021050657, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1059.472508589628, ""dynamic_viscosity_pa_s"": 0.0027399027697946, ""specific_heat_j_kgk"": 3362.811339156768, ""thermal_conductivity_w_mk"": 0.3952572306594015}, ""external_htc_w_m2k"": 7.695625707507133, ""flow_lpm"": 0.4390202243698818, ""heat_w"": {""cells"": 5.926186591616172, ""interconnects"": 0.0394338152910068, ""total"": 5.9656204069071785}, ""inlet_temperature_c"": 29.85332860641399, ""operation"": ""discharge"", ""soc"": 0.1737983377184719, ""soh"": 0.7724625587463378}, {""ambient_temperature_c"": 21.761137004941705, ""c_rate"": 0.5863131576826934, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.69496830871, ""dynamic_viscosity_pa_s"": 0.0013027180425344, ""specific_heat_j_kgk"": 4195.021808293195, ""thermal_conductivity_w_mk"": 0.5789549145182927}, ""external_htc_w_m2k"": 5.336959579959512, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 2.190989770208975, ""interconnects"": 0.2434369221647623, ""total"": 2.434426692373737}, ""inlet_temperature_c"": 10.08479118347168, ""operation"": ""charge"", ""soc"": 0.5552742603700608, ""soh"": 0.8456437597982585}]}",,"{""dP_kPa"": {""X"": 0.3162462160152063}, ""limits_C"": {""X"": 29.5}, ""peak_C"": {""X"": 30.313470458984398}, ""pressure"": {""X"": ""fail""}, ""pressure_limits_kPa"": {""X"": 0.275}, ""rise_K"": {""X"": 4.947677216300974}, ""temperature"": {""X"": ""fail""}}","{""params"": {}, ""scorer"": ""duty_signoff""}","{""duty_modes"": [""thermal_stress_tail""], ""duty_regimes"": [""load_dominated""], ""interstitial"": ""potting"", ""pressure_signoff"": ""fail"", ""quick_right"": false, ""reference_right"": true, ""shown_runs"": 3, ""signoff"": ""fail"", ""training_format"": ""signoff_1d3r""}","{""answer_case_names"": [""case13283""], ""case_names"": [""case13281"", ""case13284"", ""case13282"", ""case13283""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case13283""], ""geometry_ids"": [""geom_0bc7cea20caca60d"", ""geom_0bc7cea20caca60d"", ""geom_0bc7cea20caca60d"", ""geom_0bc7cea20caca60d""], ""run_cases"": [""case13281"", ""case13284"", ""case13282""], ""solve_signatures"": 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ejb-training-0.1-train_val-campaign-00280-d191b3,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The five planned test points are listed below. Six result sheets came back from the rig, but their labels were lost and some entries are illegible. Five belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 14 x 4680 large-format cylindrical cell (25.0 Ah, layered oxide engineering prior, 46.0 mm diameter x 80.0 mm tall) in staggered rows of 2 rows x 7 columns, 4.7 mm cell spacing; a 1.2 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium centre-fed parallel-channel plate, 403 x 124 x 9.00 mm; 8 parallel round channels fed by a bifurcating centre manifold; channel diameter 2.37 mm, flow along the plate length (x); ports 5.17 mm on the left (inlet) and right (outlet) faces; minimum wall 1.3 mm. Planned test points 1: Coolant 50 wt% ethylene glycol / water at 12.4 °C inlet, 0.200 L/min (density 1069 kg/m³, cp 3271 J/kgK, viscosity 4.80 mPa·s). Ambient 11.9 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.503C, SOC 46%, state of health 89%; total heat generation 7.70 W (7.49 W in cells, 0.209 W in terminals/interconnects, applied uniformly). 2: Coolant water at 14.6 °C inlet, 0.200 L/min (density 999.2 kg/m³, cp 4189 J/kgK, viscosity 1.15 mPa·s). Ambient 31.2 °C, external heat-transfer coefficient 5.6 W/m²K on exposed surfaces. Load: discharge at 1.06C, SOC 67%, state of health 77%; total heat generation 23.0 W (21.5 W in cells, 1.44 W in terminals/interconnects, applied uniformly). 3: Coolant 30 wt% ethylene glycol / water at 23.7 °C inlet, 0.200 L/min (density 1036 kg/m³, cp 3729 J/kgK, viscosity 1.94 mPa·s). Ambient 37.1 °C, external heat-transfer coefficient 9.5 W/m²K on exposed surfaces. Load: discharge at 0.223C, SOC 33%, state of health 78%; total heat generation 9.18 W (9.12 W in cells, 0.0568 W in terminals/interconnects, applied uniformly). 4: Coolant 30 wt% ethylene glycol / water at 16.0 °C inlet, 0.200 L/min (density 1040 kg/m³, cp 3707 J/kgK, viscosity 2.45 mPa·s). Ambient 20.8 °C, external heat-transfer coefficient 4.4 W/m²K on exposed surfaces. Load: charge at 1.18C, SOC 54%, state of health 94%; total heat generation 37.0 W (35.7 W in cells, 1.29 W in terminals/interconnects, applied uniformly). 5: Coolant 50 wt% ethylene glycol / water at 14.8 °C inlet, 0.200 L/min (density 1068 kg/m³, cp 3285 J/kgK, viscosity 4.40 mPa·s). Ambient 22.5 °C, external heat-transfer coefficient 8.1 W/m²K on exposed surfaces. Load: charge at 0.966C, SOC 20%, state of health 82%; total heat generation 33.7 W (33.0 W in cells, 0.726 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 1.26 K; cell spread 1.10 K; coolant rise 0.397 K; pressure drop illegible B peak cell rise 8.16 K; cell spread 6.63 K; coolant rise illegible; pressure drop 0.485 kPa C peak cell rise 8.31 K; cell spread 6.44 K; coolant rise 3.37 K; pressure drop 1.00 kPa D peak cell rise 9.82 K; cell spread 8.20 K; coolant rise 3.24 K; pressure drop illegible E peak cell rise 6.65 K; cell spread 5.13 K; coolant rise illegible; pressure drop 1.05 kPa F peak cell rise 8.06 K; cell spread 6.67 K; coolant rise 2.91 K; pressure drop 0.591 kPa Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 26.5 °C): Coolant water at 8.8 °C inlet, 0.676 L/min (density 999.8 kg/m³, cp 4197 J/kgK, viscosity 1.35 mPa·s). Ambient 15.5 °C, external heat-transfer coefficient 5.9 W/m²K on exposed surfaces. Load: charge at 1.45C, SOC 79%, state of health 80%; total heat generation 90.1 W (85.2 W in cells, 4.82 W in terminals/interconnects, applied uniformly). Duty Y (limit 27.5 °C): Coolant 50 wt% ethylene glycol / water at 6.4 °C inlet, 0.706 L/min (density 1072 kg/m³, cp 3239 J/kgK, viscosity 6.05 mPa·s). Ambient 25.3 °C, external heat-transfer coefficient 12 W/m²K on exposed surfaces. Load: discharge at 1.39C, SOC 28%, state of health 86%; total heat generation 97.7 W (96.2 W in cells, 1.55 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""5\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 15.52631557919085, ""c_rate"": 1.4455842102469183, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.7976086427926, ""dynamic_viscosity_pa_s"": 0.0013519640323059, ""specific_heat_j_kgk"": 4197.183275530759, ""thermal_conductivity_w_mk"": 0.576253431404343}, ""external_htc_w_m2k"": 5.935044430196285, ""flow_lpm"": 0.676198068216387, ""heat_w"": {""cells"": 85.24610799588743, ""interconnects"": 4.820008238345951, ""total"": 90.06611623423338}, ""inlet_temperature_c"": 8.808455430838034, ""operation"": ""charge"", ""soc"": 0.787552371667698, ""soh"": 0.8042057340964675}, {""ambient_temperature_c"": 25.25595111772418, ""c_rate"": 1.3898372823315417, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1071.7388308962277, ""dynamic_viscosity_pa_s"": 0.006053132543254, ""specific_heat_j_kgk"": 3238.5976512892853, ""thermal_conductivity_w_mk"": 0.3807410376960171}, ""external_htc_w_m2k"": 11.989723677746952, ""flow_lpm"": 0.7057168074983553, ""heat_w"": {""cells"": 96.15244096323988, ""interconnects"": 1.5542613362504174, ""total"": 97.7067022994903}, ""inlet_temperature_c"": 6.39482300610695, ""operation"": ""discharge"", ""soc"": 0.2777916316874325, ""soh"": 0.8623096914961934}], ""pack"": {""arrangement"": ""staggered_rows"", ""capacity_ah"": 25.0, ""cell_count"": 14, ""cell_dimensions_mm"": {""diameter"": 46.0, ""height"": 80.0}, ""cell_family"": ""tesla_4680"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 4.651492854952812, ""chemistry"": ""layered oxide engineering prior"", ""columns"": 7, ""interstitial"": ""potting"", ""plate_coverage"": 0.7813120468418189, ""rows"": 2, ""tim_thickness_mm"": 1.192794075096026}, ""planned_points"": [{""ambient_temperature_c"": 11.8588905967772, ""c_rate"": 0.5031926701222748, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1068.8396310493615, ""dynamic_viscosity_pa_s"": 0.0048046411087972, ""specific_heat_j_kgk"": 3271.488182291989, ""thermal_conductivity_w_mk"": 0.3844474535881356}, ""external_htc_w_m2k"": 10.550772998481987, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 7.490057865367849, ""interconnects"": 0.2088291416120353, ""total"": 7.698887006979884}, ""inlet_temperature_c"": 12.404439886342988, ""operation"": ""charge"", ""soc"": 0.4627687213476747, ""soh"": 0.8923369973897933}, {""ambient_temperature_c"": 31.184460688382387, ""c_rate"": 1.057567293568762, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.164534956464, ""dynamic_viscosity_pa_s"": 0.0011502586184635, ""specific_heat_j_kgk"": 4188.9224022487315, ""thermal_conductivity_w_mk"": 0.5879972295862604}, ""external_htc_w_m2k"": 5.595018421299756, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 21.54080715562864, ""interconnects"": 1.4397851095692258, ""total"": 22.980592265197863}, ""inlet_temperature_c"": 14.58233116131807, ""operation"": ""discharge"", ""soc"": 0.6677456293255091, ""soh"": 0.7720140646211803}, {""ambient_temperature_c"": 37.13272923603654, ""c_rate"": 0.2231682418329381, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1036.49256261988, ""dynamic_viscosity_pa_s"": 0.0019437426368146, ""specific_heat_j_kgk"": 3729.138215689985, ""thermal_conductivity_w_mk"": 0.4683416920915679}, ""external_htc_w_m2k"": 9.496786057949066, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 9.119982390889469, ""interconnects"": 0.0567708100826572, ""total"": 9.176753200972126}, ""inlet_temperature_c"": 23.7248973719686, ""operation"": ""discharge"", ""soc"": 0.3265272275544703, ""soh"": 0.7847739414311945}, {""ambient_temperature_c"": 20.848423410207033, ""c_rate"": 1.1849193009853207, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1039.6155525020702, ""dynamic_viscosity_pa_s"": 0.0024478810152356, ""specific_heat_j_kgk"": 3706.50353417465, ""thermal_conductivity_w_mk"": 0.4611853012263875}, ""external_htc_w_m2k"": 4.401230455376208, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 35.6818343988889, ""interconnects"": 1.2863961457999822, ""total"": 36.968230544688886}, ""inlet_temperature_c"": 16.02084452914294, ""operation"": ""charge"", ""soc"": 0.5366953678894788, ""soh"": 0.9449411964043974}, {""ambient_temperature_c"": 22.547367261722684, ""c_rate"": 0.9664776744167858, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1067.622189239763, ""dynamic_viscosity_pa_s"": 0.0044033403158347, ""specific_heat_j_kgk"": 3284.541768204007, ""thermal_conductivity_w_mk"": 0.385944313845602}, ""external_htc_w_m2k"": 8.123749642632902, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 32.98733260945337, ""interconnects"": 0.7263040697418092, ""total"": 33.713636679195176}, ""inlet_temperature_c"": 14.825520736729322, ""operation"": ""charge"", ""soc"": 0.1961277761962264, ""soh"": 0.8206600881181657}], ""plate"": {""channel_diameter_mm"": 2.3737290380983196, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 9.0, ""inlet_face"": ""left"", ""layout"": ""parallel"", ""length_mm"": 403.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.311807895079255, ""outlet_face"": ""right"", ""parallel_paths"": 8, ""port_diameter_mm"": 5.16551516238092, ""turns"": 0, ""width_mm"": 124.0}}",,"{""limits_C"": {""X"": 26.5, ""Y"": 27.5}, ""links"": {""1"": ""A"", ""2"": ""D"", ""3"": ""B"", ""4"": ""F"", ""5"": ""C""}, ""misfiled"": ""E"", ""peak_C"": {""X"": 23.850915527343773, ""Y"": 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""geometry_ids"": [""geom_a590fed5aef67145"", ""geom_a590fed5aef67145"", ""geom_a590fed5aef67145"", ""geom_a590fed5aef67145"", ""geom_a590fed5aef67145"", ""geom_a590fed5aef67145"", ""geom_a590fed5aef67145"", ""geom_34d4695537ea73bf""], ""point_cases"": [""case01386"", ""case01385"", ""case01389"", ""case01388"", ""case01387""], ""solve_signatures"": 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""stray_case"": ""case13485""}" ejb-training-0.1-train_val-campaign-00282-a8d170,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The five planned test points are listed below. Six result sheets came back from the rig, but their labels were lost and some entries are illegible. Five belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 14 x 4680 large-format cylindrical cell (25.0 Ah, layered oxide engineering prior, 46.0 mm diameter x 80.0 mm tall) in staggered rows of 2 rows x 7 columns, 4.7 mm cell spacing; a 1.2 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium centre-fed parallel-channel plate, 403 x 124 x 9.00 mm; 8 parallel round channels fed by a bifurcating centre manifold; channel diameter 2.37 mm, flow along the plate length (x); ports 5.17 mm on the left (inlet) and right (outlet) faces; minimum wall 1.3 mm. Planned test points 1: Coolant water at 14.6 °C inlet, 0.200 L/min (density 999.2 kg/m³, cp 4189 J/kgK, viscosity 1.15 mPa·s). Ambient 31.2 °C, external heat-transfer coefficient 5.6 W/m²K on exposed surfaces. Load: discharge at 1.06C, SOC 67%, state of health 77%; total heat generation 23.0 W (21.5 W in cells, 1.44 W in terminals/interconnects, applied uniformly). 2: Coolant 30 wt% ethylene glycol / water at 23.7 °C inlet, 0.200 L/min (density 1036 kg/m³, cp 3729 J/kgK, viscosity 1.94 mPa·s). Ambient 37.1 °C, external heat-transfer coefficient 9.5 W/m²K on exposed surfaces. Load: discharge at 0.223C, SOC 33%, state of health 78%; total heat generation 9.18 W (9.12 W in cells, 0.0568 W in terminals/interconnects, applied uniformly). 3: Coolant 30 wt% ethylene glycol / water at 16.0 °C inlet, 0.200 L/min (density 1040 kg/m³, cp 3707 J/kgK, viscosity 2.45 mPa·s). Ambient 20.8 °C, external heat-transfer coefficient 4.4 W/m²K on exposed surfaces. Load: charge at 1.18C, SOC 54%, state of health 94%; total heat generation 37.0 W (35.7 W in cells, 1.29 W in terminals/interconnects, applied uniformly). 4: Coolant 50 wt% ethylene glycol / water at 14.8 °C inlet, 0.200 L/min (density 1068 kg/m³, cp 3285 J/kgK, viscosity 4.40 mPa·s). Ambient 22.5 °C, external heat-transfer coefficient 8.1 W/m²K on exposed surfaces. Load: charge at 0.966C, SOC 20%, state of health 82%; total heat generation 33.7 W (33.0 W in cells, 0.726 W in terminals/interconnects, applied uniformly). 5: Coolant 50 wt% ethylene glycol / water at 12.4 °C inlet, 0.200 L/min (density 1069 kg/m³, cp 3271 J/kgK, viscosity 4.80 mPa·s). Ambient 11.9 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.503C, SOC 46%, state of health 89%; total heat generation 7.70 W (7.49 W in cells, 0.209 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 9.82 K; cell spread 8.20 K; coolant rise illegible; pressure drop 0.312 kPa B peak cell rise 8.06 K; cell spread 6.67 K; coolant rise 2.91 K; pressure drop illegible C peak cell rise 1.26 K; cell spread 1.10 K; coolant rise 0.397 K; pressure drop 1.09 kPa D peak cell rise 9.63 K; cell spread 6.27 K; coolant rise 2.72 K; pressure drop 0.442 kPa E peak cell rise 8.16 K; cell spread 6.63 K; coolant rise 2.62 K; pressure drop illegible F peak cell rise 8.31 K; cell spread 6.44 K; coolant rise illegible; pressure drop 1.00 kPa Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 34.5 °C): Coolant water at 31.1 °C inlet, 0.200 L/min (density 995.3 kg/m³, cp 4180 J/kgK, viscosity 0.780 mPa·s). Ambient 33.3 °C, external heat-transfer coefficient 6.9 W/m²K on exposed surfaces. Load: charge at 0.423C, SOC 90%, state of health 72%; total heat generation 12.8 W (12.2 W in cells, 0.626 W in terminals/interconnects, applied uniformly). Duty Y (limit 26.5 °C): Coolant 50 wt% ethylene glycol / water at 6.4 °C inlet, 0.706 L/min (density 1072 kg/m³, cp 3239 J/kgK, viscosity 6.05 mPa·s). Ambient 25.3 °C, external heat-transfer coefficient 12 W/m²K on exposed surfaces. Load: discharge at 1.39C, SOC 28%, state of health 86%; total heat generation 97.7 W (96.2 W in cells, 1.55 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""5\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 33.30238288734108, ""c_rate"": 0.4227178159240854, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 995.326866461538, ""dynamic_viscosity_pa_s"": 0.0007796812233678, ""specific_heat_j_kgk"": 4179.632346082618, ""thermal_conductivity_w_mk"": 0.6159754693425299}, ""external_htc_w_m2k"": 6.907232956960797, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 12.155446159163857, ""interconnects"": 0.6259778854332102, ""total"": 12.781424044597063}, ""inlet_temperature_c"": 31.052111159078777, ""operation"": ""charge"", ""soc"": 0.9042394932825116, ""soh"": 0.72322709383443}, {""ambient_temperature_c"": 25.25595111772418, ""c_rate"": 1.3898372823315417, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1071.7388308962277, ""dynamic_viscosity_pa_s"": 0.006053132543254, ""specific_heat_j_kgk"": 3238.5976512892853, ""thermal_conductivity_w_mk"": 0.3807410376960171}, ""external_htc_w_m2k"": 11.989723677746952, ""flow_lpm"": 0.7057168074983553, ""heat_w"": {""cells"": 96.15244096323988, ""interconnects"": 1.5542613362504174, ""total"": 97.7067022994903}, ""inlet_temperature_c"": 6.39482300610695, ""operation"": ""discharge"", ""soc"": 0.2777916316874325, ""soh"": 0.8623096914961934}], ""pack"": {""arrangement"": ""staggered_rows"", ""capacity_ah"": 25.0, ""cell_count"": 14, ""cell_dimensions_mm"": {""diameter"": 46.0, ""height"": 80.0}, ""cell_family"": ""tesla_4680"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 4.651492854952812, ""chemistry"": ""layered oxide engineering prior"", ""columns"": 7, ""interstitial"": ""potting"", ""plate_coverage"": 0.7813120468418189, ""rows"": 2, ""tim_thickness_mm"": 1.192794075096026}, ""planned_points"": [{""ambient_temperature_c"": 31.184460688382387, ""c_rate"": 1.057567293568762, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.164534956464, ""dynamic_viscosity_pa_s"": 0.0011502586184635, ""specific_heat_j_kgk"": 4188.9224022487315, ""thermal_conductivity_w_mk"": 0.5879972295862604}, ""external_htc_w_m2k"": 5.595018421299756, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 21.54080715562864, ""interconnects"": 1.4397851095692258, ""total"": 22.980592265197863}, ""inlet_temperature_c"": 14.58233116131807, ""operation"": ""discharge"", ""soc"": 0.6677456293255091, ""soh"": 0.7720140646211803}, {""ambient_temperature_c"": 37.13272923603654, ""c_rate"": 0.2231682418329381, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1036.49256261988, ""dynamic_viscosity_pa_s"": 0.0019437426368146, ""specific_heat_j_kgk"": 3729.138215689985, ""thermal_conductivity_w_mk"": 0.4683416920915679}, ""external_htc_w_m2k"": 9.496786057949066, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 9.119982390889469, ""interconnects"": 0.0567708100826572, ""total"": 9.176753200972126}, ""inlet_temperature_c"": 23.7248973719686, ""operation"": ""discharge"", ""soc"": 0.3265272275544703, ""soh"": 0.7847739414311945}, {""ambient_temperature_c"": 20.848423410207033, ""c_rate"": 1.1849193009853207, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1039.6155525020702, ""dynamic_viscosity_pa_s"": 0.0024478810152356, ""specific_heat_j_kgk"": 3706.50353417465, ""thermal_conductivity_w_mk"": 0.4611853012263875}, ""external_htc_w_m2k"": 4.401230455376208, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 35.6818343988889, ""interconnects"": 1.2863961457999822, ""total"": 36.968230544688886}, ""inlet_temperature_c"": 16.02084452914294, ""operation"": ""charge"", ""soc"": 0.5366953678894788, ""soh"": 0.9449411964043974}, {""ambient_temperature_c"": 22.547367261722684, ""c_rate"": 0.9664776744167858, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1067.622189239763, ""dynamic_viscosity_pa_s"": 0.0044033403158347, ""specific_heat_j_kgk"": 3284.541768204007, ""thermal_conductivity_w_mk"": 0.385944313845602}, ""external_htc_w_m2k"": 8.123749642632902, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 32.98733260945337, ""interconnects"": 0.7263040697418092, ""total"": 33.713636679195176}, ""inlet_temperature_c"": 14.825520736729322, ""operation"": ""charge"", ""soc"": 0.1961277761962264, ""soh"": 0.8206600881181657}, {""ambient_temperature_c"": 11.8588905967772, ""c_rate"": 0.5031926701222748, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1068.8396310493615, ""dynamic_viscosity_pa_s"": 0.0048046411087972, ""specific_heat_j_kgk"": 3271.488182291989, ""thermal_conductivity_w_mk"": 0.3844474535881356}, ""external_htc_w_m2k"": 10.550772998481987, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 7.490057865367849, ""interconnects"": 0.2088291416120353, ""total"": 7.698887006979884}, ""inlet_temperature_c"": 12.404439886342988, ""operation"": ""charge"", ""soc"": 0.4627687213476747, ""soh"": 0.8923369973897933}], ""plate"": {""channel_diameter_mm"": 2.3737290380983196, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 9.0, ""inlet_face"": ""left"", ""layout"": ""parallel"", ""length_mm"": 403.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.311807895079255, ""outlet_face"": ""right"", ""parallel_paths"": 8, ""port_diameter_mm"": 5.16551516238092, ""turns"": 0, ""width_mm"": 124.0}}",,"{""limits_C"": {""X"": 34.5, ""Y"": 26.5}, ""links"": {""1"": ""A"", ""2"": ""E"", ""3"": ""B"", ""4"": ""F"", ""5"": ""C""}, ""misfiled"": ""D"", ""peak_C"": {""X"": 33.90068969726565, ""Y"": 24.324304199218773}, ""rise_K"": {""X"": 2.848578538186871, ""Y"": 17.929481193111826}, ""signoff"": {""X"": ""pass"", ""Y"": ""pass""}}","{""params"": {}, ""scorer"": ""campaign""}","{""duty_modes"": [""thermal_stress_tail"", ""chilled_high_load_tail""], ""duty_regimes"": [""load_dominated"", ""load_dominated""], ""fit_clearance_scales"": [1.33, 3.02], ""interstitial"": ""potting"", ""non_controller_duties"": 2, ""profile"": ""training"", ""signoff"": ""pass_pass"", ""stray_state"": ""whole"", ""training_format"": ""campaign_5p"", ""trap_duties"": 0, ""uniqueness_ratio"": 1.079}","{""answer_case_names"": [""case01385"", ""case01389"", ""case01388"", ""case01387"", ""case01386"", ""case01391"", ""case01390"", ""case13479""], ""case_names"": [""case01385"", ""case01389"", ""case01388"", ""case01387"", ""case01386"", ""case01391"", ""case01390"", ""case13479""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case01391"", ""case01390""], ""geometry_ids"": [""geom_a590fed5aef67145"", ""geom_a590fed5aef67145"", ""geom_a590fed5aef67145"", ""geom_a590fed5aef67145"", ""geom_a590fed5aef67145"", ""geom_a590fed5aef67145"", ""geom_a590fed5aef67145"", ""geom_be7a33a0b7fcd444""], ""point_cases"": [""case01385"", ""case01389"", ""case01388"", ""case01387"", ""case01386""], ""solve_signatures"": [""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+cht-bounded-flow-progress-v1+cht-solid-topology-reuse-v1+cht-secondary-accuracy-recovery-v1+cht-secondary-failure-evidence-v1+cht-sibling-flow-initial-guess-v1+cht-certified-cfl-gate-v1+cht-hydraulic-envelope-explicit-v1+cht-cfl-edge-memory-v1+cht-stationary-plateau-acceptance-v1+cht-sfd-float64-v1+cht-sibling-thermal-initial-guess-v1+cht-pressure-endgame-v1+cht-buoyant-spinup-fail-fast-v1+cht-period-two-cfl-guard-v1+cht-growth-endgame-v1+cht-secondary-screening-v1+cht-secondary-screening-secant-v1+cht-period-two-regrowth-gate-v1+cht-endgame-dose-ladder-v1+cht-endgame-momentum-sfd-v1+cht-secondary-endgame-v1+cht-endgame-pseudo-time-leg-v1+cht-secondary-stall-recovery-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-clos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""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+cht-bounded-flow-progress-v1+cht-solid-topology-reuse-v1+cht-secondary-accuracy-recovery-v1+cht-secondary-failure-evidence-v1+cht-sibling-flow-initial-guess-v1+cht-certified-cfl-gate-v1+cht-hydraulic-envelope-explicit-v1+cht-cfl-edge-memory-v1+cht-stationary-plateau-acceptance-v1+cht-sfd-float64-v1+cht-sibling-thermal-initial-guess-v1+cht-pressure-endgame-v1+cht-buoyant-spinup-fail-fast-v1+cht-period-two-cfl-guard-v1+cht-growth-endgame-v1+cht-secondary-screening-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-polymesh-flow-gate+native-polymesh-bounded-pressure-recovery+native-polymesh-fixed-outlet-handoff+native-polymesh-point-velocity-trust+native-polymesh-mass-recovery-cut+native-polymesh-zero-hot-cell-speed-rail+native-polymesh-progressive-mass-recovery+native-polymesh-owner-window-cfl-recovery+flow-gate-fixed-outlet-pressure-drop+cutcell-face-normal-boundary-distance+cutcell-postclosure-owner-dose+durable-flow-restart+sealed-gap-buoyancy-gate+acm-potential-wall-ramp+acm-reference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-12-v6\""""], ""stray_case"": ""case13479""}" ejb-training-0.1-train_val-campaign-00284-d2b352,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The five planned test points are listed below. Six result sheets came back from the rig, but their labels were lost and some entries are illegible. Five belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 14 x 4680 large-format cylindrical cell (25.0 Ah, layered oxide engineering prior, 46.0 mm diameter x 80.0 mm tall) in staggered rows of 2 rows x 7 columns, 4.7 mm cell spacing; a 1.2 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium centre-fed parallel-channel plate, 403 x 124 x 9.00 mm; 8 parallel round channels fed by a bifurcating centre manifold; channel diameter 2.37 mm, flow along the plate length (x); ports 5.17 mm on the left (inlet) and right (outlet) faces; minimum wall 1.3 mm. Planned test points 1: Coolant 30 wt% ethylene glycol / water at 23.7 °C inlet, 0.200 L/min (density 1036 kg/m³, cp 3729 J/kgK, viscosity 1.94 mPa·s). Ambient 37.1 °C, external heat-transfer coefficient 9.5 W/m²K on exposed surfaces. Load: discharge at 0.223C, SOC 33%, state of health 78%; total heat generation 9.18 W (9.12 W in cells, 0.0568 W in terminals/interconnects, applied uniformly). 2: Coolant 50 wt% ethylene glycol / water at 14.8 °C inlet, 0.200 L/min (density 1068 kg/m³, cp 3285 J/kgK, viscosity 4.40 mPa·s). Ambient 22.5 °C, external heat-transfer coefficient 8.1 W/m²K on exposed surfaces. Load: charge at 0.966C, SOC 20%, state of health 82%; total heat generation 33.7 W (33.0 W in cells, 0.726 W in terminals/interconnects, applied uniformly). 3: Coolant 50 wt% ethylene glycol / water at 12.4 °C inlet, 0.200 L/min (density 1069 kg/m³, cp 3271 J/kgK, viscosity 4.80 mPa·s). Ambient 11.9 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.503C, SOC 46%, state of health 89%; total heat generation 7.70 W (7.49 W in cells, 0.209 W in terminals/interconnects, applied uniformly). 4: Coolant water at 14.6 °C inlet, 0.200 L/min (density 999.2 kg/m³, cp 4189 J/kgK, viscosity 1.15 mPa·s). Ambient 31.2 °C, external heat-transfer coefficient 5.6 W/m²K on exposed surfaces. Load: discharge at 1.06C, SOC 67%, state of health 77%; total heat generation 23.0 W (21.5 W in cells, 1.44 W in terminals/interconnects, applied uniformly). 5: Coolant water at 31.1 °C inlet, 0.200 L/min (density 995.3 kg/m³, cp 4180 J/kgK, viscosity 0.780 mPa·s). Ambient 33.3 °C, external heat-transfer coefficient 6.9 W/m²K on exposed surfaces. Load: charge at 0.423C, SOC 90%, state of health 72%; total heat generation 12.8 W (12.2 W in cells, 0.626 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 9.82 K; cell spread 8.20 K; coolant rise 3.24 K; pressure drop illegible B peak cell rise 7.11 K; cell spread 4.73 K; coolant rise 3.16 K; pressure drop 0.806 kPa C peak cell rise 8.31 K; cell spread 6.44 K; coolant rise illegible; pressure drop 1.00 kPa D peak cell rise 2.85 K; cell spread 2.41 K; coolant rise 1.03 K; pressure drop 0.231 kPa E peak cell rise 1.26 K; cell spread 1.10 K; coolant rise 0.397 K; pressure drop illegible F peak cell rise 8.16 K; cell spread 6.63 K; coolant rise illegible; pressure drop 0.485 kPa Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 27.0 °C): Coolant 50 wt% ethylene glycol / water at 6.4 °C inlet, 0.706 L/min (density 1072 kg/m³, cp 3239 J/kgK, viscosity 6.05 mPa·s). Ambient 25.3 °C, external heat-transfer coefficient 12 W/m²K on exposed surfaces. Load: discharge at 1.39C, SOC 28%, state of health 86%; total heat generation 97.7 W (96.2 W in cells, 1.55 W in terminals/interconnects, applied uniformly). Duty Y (limit 26.0 °C): Coolant water at 8.8 °C inlet, 0.676 L/min (density 999.8 kg/m³, cp 4197 J/kgK, viscosity 1.35 mPa·s). Ambient 15.5 °C, external heat-transfer coefficient 5.9 W/m²K on exposed surfaces. Load: charge at 1.45C, SOC 79%, state of health 80%; total heat generation 90.1 W (85.2 W in cells, 4.82 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""5\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 25.25595111772418, ""c_rate"": 1.3898372823315417, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1071.7388308962277, ""dynamic_viscosity_pa_s"": 0.006053132543254, ""specific_heat_j_kgk"": 3238.5976512892853, ""thermal_conductivity_w_mk"": 0.3807410376960171}, ""external_htc_w_m2k"": 11.989723677746952, ""flow_lpm"": 0.7057168074983553, ""heat_w"": {""cells"": 96.15244096323988, ""interconnects"": 1.5542613362504174, ""total"": 97.7067022994903}, ""inlet_temperature_c"": 6.39482300610695, ""operation"": ""discharge"", ""soc"": 0.2777916316874325, ""soh"": 0.8623096914961934}, {""ambient_temperature_c"": 15.52631557919085, ""c_rate"": 1.4455842102469183, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.7976086427926, ""dynamic_viscosity_pa_s"": 0.0013519640323059, ""specific_heat_j_kgk"": 4197.183275530759, ""thermal_conductivity_w_mk"": 0.576253431404343}, ""external_htc_w_m2k"": 5.935044430196285, ""flow_lpm"": 0.676198068216387, ""heat_w"": {""cells"": 85.24610799588743, ""interconnects"": 4.820008238345951, ""total"": 90.06611623423338}, ""inlet_temperature_c"": 8.808455430838034, ""operation"": ""charge"", ""soc"": 0.787552371667698, ""soh"": 0.8042057340964675}], ""pack"": {""arrangement"": ""staggered_rows"", ""capacity_ah"": 25.0, ""cell_count"": 14, ""cell_dimensions_mm"": {""diameter"": 46.0, ""height"": 80.0}, ""cell_family"": ""tesla_4680"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 4.651492854952812, ""chemistry"": ""layered oxide engineering prior"", ""columns"": 7, ""interstitial"": ""potting"", ""plate_coverage"": 0.7813120468418189, ""rows"": 2, ""tim_thickness_mm"": 1.192794075096026}, ""planned_points"": [{""ambient_temperature_c"": 37.13272923603654, ""c_rate"": 0.2231682418329381, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1036.49256261988, ""dynamic_viscosity_pa_s"": 0.0019437426368146, ""specific_heat_j_kgk"": 3729.138215689985, ""thermal_conductivity_w_mk"": 0.4683416920915679}, ""external_htc_w_m2k"": 9.496786057949066, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 9.119982390889469, ""interconnects"": 0.0567708100826572, ""total"": 9.176753200972126}, ""inlet_temperature_c"": 23.7248973719686, ""operation"": ""discharge"", ""soc"": 0.3265272275544703, ""soh"": 0.7847739414311945}, {""ambient_temperature_c"": 22.547367261722684, ""c_rate"": 0.9664776744167858, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1067.622189239763, ""dynamic_viscosity_pa_s"": 0.0044033403158347, ""specific_heat_j_kgk"": 3284.541768204007, ""thermal_conductivity_w_mk"": 0.385944313845602}, ""external_htc_w_m2k"": 8.123749642632902, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 32.98733260945337, ""interconnects"": 0.7263040697418092, ""total"": 33.713636679195176}, ""inlet_temperature_c"": 14.825520736729322, ""operation"": ""charge"", ""soc"": 0.1961277761962264, ""soh"": 0.8206600881181657}, {""ambient_temperature_c"": 11.8588905967772, ""c_rate"": 0.5031926701222748, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1068.8396310493615, ""dynamic_viscosity_pa_s"": 0.0048046411087972, ""specific_heat_j_kgk"": 3271.488182291989, ""thermal_conductivity_w_mk"": 0.3844474535881356}, ""external_htc_w_m2k"": 10.550772998481987, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 7.490057865367849, ""interconnects"": 0.2088291416120353, ""total"": 7.698887006979884}, ""inlet_temperature_c"": 12.404439886342988, ""operation"": ""charge"", ""soc"": 0.4627687213476747, ""soh"": 0.8923369973897933}, {""ambient_temperature_c"": 31.184460688382387, ""c_rate"": 1.057567293568762, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.164534956464, ""dynamic_viscosity_pa_s"": 0.0011502586184635, ""specific_heat_j_kgk"": 4188.9224022487315, ""thermal_conductivity_w_mk"": 0.5879972295862604}, ""external_htc_w_m2k"": 5.595018421299756, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 21.54080715562864, ""interconnects"": 1.4397851095692258, ""total"": 22.980592265197863}, ""inlet_temperature_c"": 14.58233116131807, ""operation"": ""discharge"", ""soc"": 0.6677456293255091, ""soh"": 0.7720140646211803}, {""ambient_temperature_c"": 33.30238288734108, ""c_rate"": 0.4227178159240854, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 995.326866461538, ""dynamic_viscosity_pa_s"": 0.0007796812233678, ""specific_heat_j_kgk"": 4179.632346082618, ""thermal_conductivity_w_mk"": 0.6159754693425299}, ""external_htc_w_m2k"": 6.907232956960797, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 12.155446159163857, ""interconnects"": 0.6259778854332102, ""total"": 12.781424044597063}, ""inlet_temperature_c"": 31.052111159078777, ""operation"": ""charge"", ""soc"": 0.9042394932825116, ""soh"": 0.72322709383443}], ""plate"": {""channel_diameter_mm"": 2.3737290380983196, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 9.0, ""inlet_face"": ""left"", ""layout"": ""parallel"", ""length_mm"": 403.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.311807895079255, ""outlet_face"": ""right"", ""parallel_paths"": 8, ""port_diameter_mm"": 5.16551516238092, ""turns"": 0, ""width_mm"": 124.0}}",,"{""limits_C"": {""X"": 27.0, ""Y"": 26.0}, ""links"": {""1"": ""F"", ""2"": ""C"", ""3"": ""E"", ""4"": ""A"", ""5"": ""D""}, ""misfiled"": ""B"", ""peak_C"": {""X"": 24.324304199218773, ""Y"": 23.850915527343773}, ""rise_K"": {""X"": 17.929481193111826, ""Y"": 15.04246009650575}, ""signoff"": {""X"": ""pass"", ""Y"": ""pass""}}","{""params"": {}, ""scorer"": ""campaign""}","{""duty_modes"": [""chilled_high_load_tail"", ""hydraulic_exploration""], ""duty_regimes"": [""load_dominated"", ""load_dominated""], ""fit_clearance_scales"": [10.18, 14.18], ""interstitial"": ""potting"", ""non_controller_duties"": 2, ""profile"": ""training"", ""signoff"": ""pass_pass"", ""stray_state"": ""whole"", ""training_format"": ""campaign_5p"", ""trap_duties"": 0, ""uniqueness_ratio"": 1.073}","{""answer_case_names"": [""case01389"", ""case01387"", ""case01386"", ""case01385"", ""case01391"", ""case01390"", ""case01392"", ""case13287""], ""case_names"": [""case01389"", ""case01387"", ""case01386"", ""case01385"", ""case01391"", ""case01390"", ""case01392"", ""case13287""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case01390"", ""case01392""], ""geometry_ids"": [""geom_a590fed5aef67145"", ""geom_a590fed5aef67145"", ""geom_a590fed5aef67145"", ""geom_a590fed5aef67145"", ""geom_a590fed5aef67145"", ""geom_a590fed5aef67145"", ""geom_a590fed5aef67145"", ""geom_a778cab28cbbfa57""], ""point_cases"": [""case01389"", ""case01387"", ""case01386"", ""case01385"", ""case01391""], ""solve_signatures"": [""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+cht-bounded-flow-progress-v1+cht-solid-topology-reuse-v1+cht-secondary-accuracy-recovery-v1+cht-secondary-failure-evidence-v1+cht-sibling-flow-initial-guess-v1+cht-certified-cfl-gate-v1+cht-hydraulic-envelope-explicit-v1+cht-cfl-edge-memory-v1+cht-stationary-plateau-acceptance-v1+cht-sfd-float64-v1+cht-sibling-thermal-initial-guess-v1+cht-pressure-endgame-v1+cht-buoyant-spinup-fail-fast-v1+cht-period-two-cfl-guard-v1+cht-growth-endgame-v1+cht-secondary-screening-v1+cht-secondary-screening-secant-v1+cht-period-two-regrowth-gate-v1+cht-endgame-dose-ladder-v1+cht-endgame-momentum-sfd-v1+cht-secondary-endgame-v1+cht-endgame-pseudo-time-leg-v1+cht-secondary-stall-recovery-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-clos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""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+cht-bounded-flow-progress-v1+cht-solid-topology-reuse-v1+cht-secondary-accuracy-recovery-v1+cht-secondary-failure-evidence-v1+cht-sibling-flow-initial-guess-v1+cht-certified-cfl-gate-v1+cht-hydraulic-envelope-explicit-v1+cht-cfl-edge-memory-v1+cht-stationary-plateau-acceptance-v1+cht-sfd-float64-v1+cht-sibling-thermal-initial-guess-v1+cht-pressure-endgame-v1+cht-buoyant-spinup-fail-fast-v1+cht-period-two-cfl-guard-v1+cht-growth-endgame-v1+cht-secondary-screening-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-polymesh-flow-gate+native-polymesh-bounded-pressure-recovery+native-polymesh-fixed-outlet-handoff+native-polymesh-point-velocity-trust+native-polymesh-mass-recovery-cut+native-polymesh-zero-hot-cell-speed-rail+native-polymesh-progressive-mass-recovery+native-polymesh-owner-window-cfl-recovery+flow-gate-fixed-outlet-pressure-drop+cutcell-face-normal-boundary-distance+cutcell-postclosure-owner-dose+durable-flow-restart+sealed-gap-buoyancy-gate+acm-potential-wall-ramp+acm-reference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-12-v6\""""], ""stray_case"": ""case13287""}" ejb-training-0.1-train_val-campaign-00287-9fd278,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The four planned test points are listed below. Five result sheets came back from the rig, but their labels were lost and some entries are illegible. Four belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 14 x 4680 large-format cylindrical cell (25.0 Ah, layered oxide engineering prior, 46.0 mm diameter x 80.0 mm tall) in staggered rows of 2 rows x 7 columns, 4.7 mm cell spacing; a 1.2 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium centre-fed parallel-channel plate, 403 x 124 x 9.00 mm; 8 parallel round channels fed by a bifurcating centre manifold; channel diameter 2.37 mm, flow along the plate length (x); ports 5.17 mm on the left (inlet) and right (outlet) faces; minimum wall 1.3 mm. Planned test points 1: Coolant 50 wt% ethylene glycol / water at 12.4 °C inlet, 0.200 L/min (density 1069 kg/m³, cp 3271 J/kgK, viscosity 4.80 mPa·s). Ambient 11.9 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.503C, SOC 46%, state of health 89%; total heat generation 7.70 W (7.49 W in cells, 0.209 W in terminals/interconnects, applied uniformly). 2: Coolant 30 wt% ethylene glycol / water at 16.0 °C inlet, 0.200 L/min (density 1040 kg/m³, cp 3707 J/kgK, viscosity 2.45 mPa·s). Ambient 20.8 °C, external heat-transfer coefficient 4.4 W/m²K on exposed surfaces. Load: charge at 1.18C, SOC 54%, state of health 94%; total heat generation 37.0 W (35.7 W in cells, 1.29 W in terminals/interconnects, applied uniformly). 3: Coolant water at 14.6 °C inlet, 0.200 L/min (density 999.2 kg/m³, cp 4189 J/kgK, viscosity 1.15 mPa·s). Ambient 31.2 °C, external heat-transfer coefficient 5.6 W/m²K on exposed surfaces. Load: discharge at 1.06C, SOC 67%, state of health 77%; total heat generation 23.0 W (21.5 W in cells, 1.44 W in terminals/interconnects, applied uniformly). 4: Coolant 30 wt% ethylene glycol / water at 23.7 °C inlet, 0.200 L/min (density 1036 kg/m³, cp 3729 J/kgK, viscosity 1.94 mPa·s). Ambient 37.1 °C, external heat-transfer coefficient 9.5 W/m²K on exposed surfaces. Load: discharge at 0.223C, SOC 33%, state of health 78%; total heat generation 9.18 W (9.12 W in cells, 0.0568 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 1.26 K; cell spread 1.10 K; coolant rise 0.397 K; pressure drop illegible B peak cell rise 8.16 K; cell spread 6.63 K; coolant rise 2.62 K; pressure drop 0.485 kPa C peak cell rise 8.58 K; cell spread 7.77 K; coolant rise 1.66 K; pressure drop illegible D peak cell rise 9.82 K; cell spread 8.20 K; coolant rise illegible; pressure drop 0.312 kPa E peak cell rise 8.06 K; cell spread 6.67 K; coolant rise illegible; pressure drop 0.591 kPa Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 27.0 °C): Coolant 50 wt% ethylene glycol / water at 6.4 °C inlet, 0.706 L/min (density 1072 kg/m³, cp 3239 J/kgK, viscosity 6.05 mPa·s). Ambient 25.3 °C, external heat-transfer coefficient 12 W/m²K on exposed surfaces. Load: discharge at 1.39C, SOC 28%, state of health 86%; total heat generation 97.7 W (96.2 W in cells, 1.55 W in terminals/interconnects, applied uniformly). Duty Y (limit 27.0 °C): Coolant water at 8.8 °C inlet, 0.676 L/min (density 999.8 kg/m³, cp 4197 J/kgK, viscosity 1.35 mPa·s). Ambient 15.5 °C, external heat-transfer coefficient 5.9 W/m²K on exposed surfaces. Load: charge at 1.45C, SOC 79%, state of health 80%; total heat generation 90.1 W (85.2 W in cells, 4.82 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""4\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 25.25595111772418, ""c_rate"": 1.3898372823315417, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1071.7388308962277, ""dynamic_viscosity_pa_s"": 0.006053132543254, ""specific_heat_j_kgk"": 3238.5976512892853, ""thermal_conductivity_w_mk"": 0.3807410376960171}, ""external_htc_w_m2k"": 11.989723677746952, ""flow_lpm"": 0.7057168074983553, ""heat_w"": {""cells"": 96.15244096323988, ""interconnects"": 1.5542613362504174, ""total"": 97.7067022994903}, ""inlet_temperature_c"": 6.39482300610695, ""operation"": ""discharge"", ""soc"": 0.2777916316874325, ""soh"": 0.8623096914961934}, {""ambient_temperature_c"": 15.52631557919085, ""c_rate"": 1.4455842102469183, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.7976086427926, ""dynamic_viscosity_pa_s"": 0.0013519640323059, ""specific_heat_j_kgk"": 4197.183275530759, ""thermal_conductivity_w_mk"": 0.576253431404343}, ""external_htc_w_m2k"": 5.935044430196285, ""flow_lpm"": 0.676198068216387, ""heat_w"": {""cells"": 85.24610799588743, ""interconnects"": 4.820008238345951, ""total"": 90.06611623423338}, ""inlet_temperature_c"": 8.808455430838034, ""operation"": ""charge"", ""soc"": 0.787552371667698, ""soh"": 0.8042057340964675}], ""pack"": {""arrangement"": ""staggered_rows"", ""capacity_ah"": 25.0, ""cell_count"": 14, ""cell_dimensions_mm"": {""diameter"": 46.0, ""height"": 80.0}, ""cell_family"": ""tesla_4680"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 4.651492854952812, ""chemistry"": ""layered oxide engineering prior"", ""columns"": 7, ""interstitial"": ""potting"", ""plate_coverage"": 0.7813120468418189, ""rows"": 2, ""tim_thickness_mm"": 1.192794075096026}, ""planned_points"": [{""ambient_temperature_c"": 11.8588905967772, ""c_rate"": 0.5031926701222748, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1068.8396310493615, ""dynamic_viscosity_pa_s"": 0.0048046411087972, ""specific_heat_j_kgk"": 3271.488182291989, ""thermal_conductivity_w_mk"": 0.3844474535881356}, ""external_htc_w_m2k"": 10.550772998481987, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 7.490057865367849, ""interconnects"": 0.2088291416120353, ""total"": 7.698887006979884}, ""inlet_temperature_c"": 12.404439886342988, ""operation"": ""charge"", ""soc"": 0.4627687213476747, ""soh"": 0.8923369973897933}, {""ambient_temperature_c"": 20.848423410207033, ""c_rate"": 1.1849193009853207, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1039.6155525020702, ""dynamic_viscosity_pa_s"": 0.0024478810152356, ""specific_heat_j_kgk"": 3706.50353417465, ""thermal_conductivity_w_mk"": 0.4611853012263875}, ""external_htc_w_m2k"": 4.401230455376208, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 35.6818343988889, ""interconnects"": 1.2863961457999822, ""total"": 36.968230544688886}, ""inlet_temperature_c"": 16.02084452914294, ""operation"": ""charge"", ""soc"": 0.5366953678894788, ""soh"": 0.9449411964043974}, {""ambient_temperature_c"": 31.184460688382387, ""c_rate"": 1.057567293568762, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.164534956464, ""dynamic_viscosity_pa_s"": 0.0011502586184635, ""specific_heat_j_kgk"": 4188.9224022487315, ""thermal_conductivity_w_mk"": 0.5879972295862604}, ""external_htc_w_m2k"": 5.595018421299756, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 21.54080715562864, ""interconnects"": 1.4397851095692258, ""total"": 22.980592265197863}, ""inlet_temperature_c"": 14.58233116131807, ""operation"": ""discharge"", ""soc"": 0.6677456293255091, ""soh"": 0.7720140646211803}, {""ambient_temperature_c"": 37.13272923603654, ""c_rate"": 0.2231682418329381, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1036.49256261988, ""dynamic_viscosity_pa_s"": 0.0019437426368146, ""specific_heat_j_kgk"": 3729.138215689985, ""thermal_conductivity_w_mk"": 0.4683416920915679}, ""external_htc_w_m2k"": 9.496786057949066, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 9.119982390889469, ""interconnects"": 0.0567708100826572, ""total"": 9.176753200972126}, ""inlet_temperature_c"": 23.7248973719686, ""operation"": ""discharge"", ""soc"": 0.3265272275544703, ""soh"": 0.7847739414311945}], ""plate"": {""channel_diameter_mm"": 2.3737290380983196, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 9.0, ""inlet_face"": ""left"", ""layout"": ""parallel"", ""length_mm"": 403.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.311807895079255, ""outlet_face"": ""right"", ""parallel_paths"": 8, ""port_diameter_mm"": 5.16551516238092, ""turns"": 0, ""width_mm"": 124.0}}",,"{""limits_C"": {""X"": 27.0, ""Y"": 27.0}, ""links"": {""1"": ""A"", ""2"": ""E"", ""3"": ""D"", ""4"": ""B""}, ""misfiled"": ""C"", ""peak_C"": {""X"": 24.324304199218773, ""Y"": 23.850915527343773}, ""rise_K"": {""X"": 17.929481193111826, ""Y"": 15.04246009650575}, ""signoff"": {""X"": ""pass"", ""Y"": ""pass""}}","{""params"": {}, ""scorer"": ""campaign""}","{""duty_modes"": [""chilled_high_load_tail"", ""hydraulic_exploration""], ""duty_regimes"": [""load_dominated"", ""load_dominated""], ""fit_clearance_scales"": [33.19, 41.91], ""interstitial"": ""potting"", ""non_controller_duties"": 2, ""profile"": ""training"", ""signoff"": ""pass_pass"", ""stray_state"": ""dP"", ""training_format"": ""campaign_4p"", ""trap_duties"": 0, ""uniqueness_ratio"": 1.203}","{""answer_case_names"": [""case01386"", ""case01388"", ""case01385"", ""case01389"", ""case01390"", ""case01392"", ""case02083""], ""case_names"": [""case01386"", ""case01388"", ""case01385"", ""case01389"", ""case01390"", ""case01392"", ""case02083""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case01390"", ""case01392""], ""geometry_ids"": [""geom_a590fed5aef67145"", ""geom_a590fed5aef67145"", ""geom_a590fed5aef67145"", ""geom_a590fed5aef67145"", ""geom_a590fed5aef67145"", ""geom_a590fed5aef67145"", ""geom_f5a932884d5250c0""], ""point_cases"": [""case01386"", ""case01388"", ""case01385"", ""case01389""], ""solve_signatures"": [""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+cht-bounded-flow-progress-v1+cht-solid-topology-reuse-v1+cht-secondary-accuracy-recovery-v1+cht-secondary-failure-evidence-v1+cht-sibling-flow-initial-guess-v1+cht-certified-cfl-gate-v1+cht-hydraulic-envelope-explicit-v1+cht-cfl-edge-memory-v1+cht-stationary-plateau-acceptance-v1+cht-sfd-float64-v1+cht-sibling-thermal-initial-guess-v1+cht-pressure-endgame-v1+cht-buoyant-spinup-fail-fast-v1+cht-period-two-cfl-guard-v1+cht-growth-endgame-v1+cht-secondary-screening-v1+cht-secondary-screening-secant-v1+cht-period-two-regrowth-gate-v1+cht-endgame-dose-ladder-v1+cht-endgame-momentum-sfd-v1+cht-secondary-endgame-v1+cht-endgame-pseudo-time-leg-v1+cht-secondary-stall-recovery-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-polymesh-flow-gate+native-polymesh-bounded-pressure-recovery+native-polymesh-fixed-outlet-handoff+native-polymesh-point-velocity-trust+native-polymesh-mass-recovery-cut+native-polymesh-zero-hot-cell-speed-rail+native-polymesh-progressive-mass-recovery+native-polymesh-owner-window-cfl-recovery+flow-gate-fixed-outlet-pressure-drop+cutcell-face-normal-boundary-distance+cutcell-postclosure-owner-dose+durable-flow-restart+sealed-gap-buoyancy-gate+acm-potential-wall-ramp+acm-reference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-12-v6\""""], ""stray_case"": ""case02083""}" ejb-training-0.1-train_val-campaign-00289-6f8026,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The four planned test points are listed below. Five result sheets came back from the rig, but their labels were lost and some entries are illegible. Four belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 14 x 4680 large-format cylindrical cell (25.0 Ah, layered oxide engineering prior, 46.0 mm diameter x 80.0 mm tall) in staggered rows of 2 rows x 7 columns, 4.7 mm cell spacing; a 1.2 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium centre-fed parallel-channel plate, 403 x 124 x 9.00 mm; 8 parallel round channels fed by a bifurcating centre manifold; channel diameter 2.37 mm, flow along the plate length (x); ports 5.17 mm on the left (inlet) and right (outlet) faces; minimum wall 1.3 mm. Planned test points 1: Coolant 50 wt% ethylene glycol / water at 12.4 °C inlet, 0.200 L/min (density 1069 kg/m³, cp 3271 J/kgK, viscosity 4.80 mPa·s). Ambient 11.9 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.503C, SOC 46%, state of health 89%; total heat generation 7.70 W (7.49 W in cells, 0.209 W in terminals/interconnects, applied uniformly). 2: Coolant water at 14.6 °C inlet, 0.200 L/min (density 999.2 kg/m³, cp 4189 J/kgK, viscosity 1.15 mPa·s). Ambient 31.2 °C, external heat-transfer coefficient 5.6 W/m²K on exposed surfaces. Load: discharge at 1.06C, SOC 67%, state of health 77%; total heat generation 23.0 W (21.5 W in cells, 1.44 W in terminals/interconnects, applied uniformly). 3: Coolant 30 wt% ethylene glycol / water at 23.7 °C inlet, 0.200 L/min (density 1036 kg/m³, cp 3729 J/kgK, viscosity 1.94 mPa·s). Ambient 37.1 °C, external heat-transfer coefficient 9.5 W/m²K on exposed surfaces. Load: discharge at 0.223C, SOC 33%, state of health 78%; total heat generation 9.18 W (9.12 W in cells, 0.0568 W in terminals/interconnects, applied uniformly). 4: Coolant 30 wt% ethylene glycol / water at 16.0 °C inlet, 0.200 L/min (density 1040 kg/m³, cp 3707 J/kgK, viscosity 2.45 mPa·s). Ambient 20.8 °C, external heat-transfer coefficient 4.4 W/m²K on exposed surfaces. Load: charge at 1.18C, SOC 54%, state of health 94%; total heat generation 37.0 W (35.7 W in cells, 1.29 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 8.16 K; cell spread 6.63 K; coolant rise illegible; pressure drop 0.485 kPa B peak cell rise 8.58 K; cell spread 7.77 K; coolant rise 1.66 K; pressure drop illegible C peak cell rise 8.06 K; cell spread 6.67 K; coolant rise illegible; pressure drop 0.591 kPa D peak cell rise 1.26 K; cell spread 1.10 K; coolant rise 0.397 K; pressure drop 1.09 kPa E peak cell rise 9.82 K; cell spread 8.20 K; coolant rise 3.24 K; pressure drop illegible Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 27.0 °C): Coolant 50 wt% ethylene glycol / water at 6.4 °C inlet, 0.706 L/min (density 1072 kg/m³, cp 3239 J/kgK, viscosity 6.05 mPa·s). Ambient 25.3 °C, external heat-transfer coefficient 12 W/m²K on exposed surfaces. Load: discharge at 1.39C, SOC 28%, state of health 86%; total heat generation 97.7 W (96.2 W in cells, 1.55 W in terminals/interconnects, applied uniformly). Duty Y (limit 34.5 °C): Coolant water at 31.1 °C inlet, 0.200 L/min (density 995.3 kg/m³, cp 4180 J/kgK, viscosity 0.780 mPa·s). Ambient 33.3 °C, external heat-transfer coefficient 6.9 W/m²K on exposed surfaces. Load: charge at 0.423C, SOC 90%, state of health 72%; total heat generation 12.8 W (12.2 W in cells, 0.626 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""4\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 25.25595111772418, ""c_rate"": 1.3898372823315417, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1071.7388308962277, ""dynamic_viscosity_pa_s"": 0.006053132543254, ""specific_heat_j_kgk"": 3238.5976512892853, ""thermal_conductivity_w_mk"": 0.3807410376960171}, ""external_htc_w_m2k"": 11.989723677746952, ""flow_lpm"": 0.7057168074983553, ""heat_w"": {""cells"": 96.15244096323988, ""interconnects"": 1.5542613362504174, ""total"": 97.7067022994903}, ""inlet_temperature_c"": 6.39482300610695, ""operation"": ""discharge"", ""soc"": 0.2777916316874325, ""soh"": 0.8623096914961934}, {""ambient_temperature_c"": 33.30238288734108, ""c_rate"": 0.4227178159240854, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 995.326866461538, ""dynamic_viscosity_pa_s"": 0.0007796812233678, ""specific_heat_j_kgk"": 4179.632346082618, ""thermal_conductivity_w_mk"": 0.6159754693425299}, ""external_htc_w_m2k"": 6.907232956960797, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 12.155446159163857, ""interconnects"": 0.6259778854332102, ""total"": 12.781424044597063}, ""inlet_temperature_c"": 31.052111159078777, ""operation"": ""charge"", ""soc"": 0.9042394932825116, ""soh"": 0.72322709383443}], ""pack"": {""arrangement"": ""staggered_rows"", ""capacity_ah"": 25.0, ""cell_count"": 14, ""cell_dimensions_mm"": {""diameter"": 46.0, ""height"": 80.0}, ""cell_family"": ""tesla_4680"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 4.651492854952812, ""chemistry"": ""layered oxide engineering prior"", ""columns"": 7, ""interstitial"": ""potting"", ""plate_coverage"": 0.7813120468418189, ""rows"": 2, ""tim_thickness_mm"": 1.192794075096026}, ""planned_points"": [{""ambient_temperature_c"": 11.8588905967772, ""c_rate"": 0.5031926701222748, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1068.8396310493615, ""dynamic_viscosity_pa_s"": 0.0048046411087972, ""specific_heat_j_kgk"": 3271.488182291989, ""thermal_conductivity_w_mk"": 0.3844474535881356}, ""external_htc_w_m2k"": 10.550772998481987, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 7.490057865367849, ""interconnects"": 0.2088291416120353, ""total"": 7.698887006979884}, ""inlet_temperature_c"": 12.404439886342988, ""operation"": ""charge"", ""soc"": 0.4627687213476747, ""soh"": 0.8923369973897933}, {""ambient_temperature_c"": 31.184460688382387, ""c_rate"": 1.057567293568762, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.164534956464, ""dynamic_viscosity_pa_s"": 0.0011502586184635, ""specific_heat_j_kgk"": 4188.9224022487315, ""thermal_conductivity_w_mk"": 0.5879972295862604}, ""external_htc_w_m2k"": 5.595018421299756, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 21.54080715562864, ""interconnects"": 1.4397851095692258, ""total"": 22.980592265197863}, ""inlet_temperature_c"": 14.58233116131807, ""operation"": ""discharge"", ""soc"": 0.6677456293255091, ""soh"": 0.7720140646211803}, {""ambient_temperature_c"": 37.13272923603654, ""c_rate"": 0.2231682418329381, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1036.49256261988, ""dynamic_viscosity_pa_s"": 0.0019437426368146, ""specific_heat_j_kgk"": 3729.138215689985, ""thermal_conductivity_w_mk"": 0.4683416920915679}, ""external_htc_w_m2k"": 9.496786057949066, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 9.119982390889469, ""interconnects"": 0.0567708100826572, ""total"": 9.176753200972126}, ""inlet_temperature_c"": 23.7248973719686, ""operation"": ""discharge"", ""soc"": 0.3265272275544703, ""soh"": 0.7847739414311945}, {""ambient_temperature_c"": 20.848423410207033, ""c_rate"": 1.1849193009853207, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1039.6155525020702, ""dynamic_viscosity_pa_s"": 0.0024478810152356, ""specific_heat_j_kgk"": 3706.50353417465, ""thermal_conductivity_w_mk"": 0.4611853012263875}, ""external_htc_w_m2k"": 4.401230455376208, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 35.6818343988889, ""interconnects"": 1.2863961457999822, ""total"": 36.968230544688886}, ""inlet_temperature_c"": 16.02084452914294, ""operation"": ""charge"", ""soc"": 0.5366953678894788, ""soh"": 0.9449411964043974}], ""plate"": {""channel_diameter_mm"": 2.3737290380983196, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 9.0, ""inlet_face"": ""left"", ""layout"": ""parallel"", ""length_mm"": 403.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.311807895079255, ""outlet_face"": ""right"", ""parallel_paths"": 8, ""port_diameter_mm"": 5.16551516238092, ""turns"": 0, ""width_mm"": 124.0}}",,"{""limits_C"": {""X"": 27.0, ""Y"": 34.5}, ""links"": {""1"": ""D"", ""2"": ""E"", ""3"": ""A"", ""4"": ""C""}, ""misfiled"": ""B"", ""peak_C"": {""X"": 24.324304199218773, ""Y"": 33.90068969726565}, ""rise_K"": {""X"": 17.929481193111826, ""Y"": 2.848578538186871}, ""signoff"": {""X"": ""pass"", ""Y"": ""pass""}}","{""params"": {}, ""scorer"": ""campaign""}","{""duty_modes"": [""chilled_high_load_tail"", ""thermal_stress_tail""], ""duty_regimes"": [""load_dominated"", ""load_dominated""], ""fit_clearance_scales"": [33.19, 2.55], ""interstitial"": ""potting"", ""non_controller_duties"": 2, ""profile"": ""training"", ""signoff"": ""pass_pass"", ""stray_state"": ""dP"", ""training_format"": ""campaign_4p"", ""trap_duties"": 0, ""uniqueness_ratio"": 1.063}","{""answer_case_names"": [""case01386"", ""case01385"", ""case01389"", ""case01388"", ""case01390"", ""case01391"", ""case02083""], ""case_names"": [""case01386"", ""case01385"", ""case01389"", ""case01388"", ""case01390"", ""case01391"", ""case02083""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case01390"", ""case01391""], ""geometry_ids"": [""geom_a590fed5aef67145"", ""geom_a590fed5aef67145"", ""geom_a590fed5aef67145"", ""geom_a590fed5aef67145"", ""geom_a590fed5aef67145"", ""geom_a590fed5aef67145"", ""geom_f5a932884d5250c0""], ""point_cases"": [""case01386"", ""case01385"", ""case01389"", ""case01388""], ""solve_signatures"": [""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+cht-bounded-flow-progress-v1+cht-solid-topology-reuse-v1+cht-secondary-accuracy-recovery-v1+cht-secondary-failure-evidence-v1+cht-sibling-flow-initial-guess-v1+cht-certified-cfl-gate-v1+cht-hydraulic-envelope-explicit-v1+cht-cfl-edge-memory-v1+cht-stationary-plateau-acceptance-v1+cht-sfd-float64-v1+cht-sibling-thermal-initial-guess-v1+cht-pressure-endgame-v1+cht-buoyant-spinup-fail-fast-v1+cht-period-two-cfl-guard-v1+cht-growth-endgame-v1+cht-secondary-screening-v1+cht-secondary-screening-secant-v1+cht-period-two-regrowth-gate-v1+cht-endgame-dose-ladder-v1+cht-endgame-momentum-sfd-v1+cht-secondary-endgame-v1+cht-endgame-pseudo-time-leg-v1+cht-secondary-stall-recovery-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-polymesh-flow-gate+native-polymesh-bounded-pressure-recovery+native-polymesh-fixed-outlet-handoff+native-polymesh-point-velocity-trust+native-polymesh-mass-recovery-cut+native-polymesh-zero-hot-cell-speed-rail+native-polymesh-progressive-mass-recovery+native-polymesh-owner-window-cfl-recovery+flow-gate-fixed-outlet-pressure-drop+cutcell-face-normal-boundary-distance+cutcell-postclosure-owner-dose+durable-flow-restart+sealed-gap-buoyancy-gate+acm-potential-wall-ramp+acm-reference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-12-v6\""""], ""stray_case"": ""case02083""}" ejb-training-0.1-train_val-campaign-00291-50455f,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The four planned test points are listed below. Five result sheets came back from the rig, but their labels were lost and some entries are illegible. Four belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 14 x 4680 large-format cylindrical cell (25.0 Ah, layered oxide engineering prior, 46.0 mm diameter x 80.0 mm tall) in staggered rows of 2 rows x 7 columns, 4.7 mm cell spacing; a 1.2 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium centre-fed parallel-channel plate, 403 x 124 x 9.00 mm; 8 parallel round channels fed by a bifurcating centre manifold; channel diameter 2.37 mm, flow along the plate length (x); ports 5.17 mm on the left (inlet) and right (outlet) faces; minimum wall 1.3 mm. Planned test points 1: Coolant 30 wt% ethylene glycol / water at 16.0 °C inlet, 0.200 L/min (density 1040 kg/m³, cp 3707 J/kgK, viscosity 2.45 mPa·s). Ambient 20.8 °C, external heat-transfer coefficient 4.4 W/m²K on exposed surfaces. Load: charge at 1.18C, SOC 54%, state of health 94%; total heat generation 37.0 W (35.7 W in cells, 1.29 W in terminals/interconnects, applied uniformly). 2: Coolant water at 31.1 °C inlet, 0.200 L/min (density 995.3 kg/m³, cp 4180 J/kgK, viscosity 0.780 mPa·s). Ambient 33.3 °C, external heat-transfer coefficient 6.9 W/m²K on exposed surfaces. Load: charge at 0.423C, SOC 90%, state of health 72%; total heat generation 12.8 W (12.2 W in cells, 0.626 W in terminals/interconnects, applied uniformly). 3: Coolant 30 wt% ethylene glycol / water at 23.7 °C inlet, 0.200 L/min (density 1036 kg/m³, cp 3729 J/kgK, viscosity 1.94 mPa·s). Ambient 37.1 °C, external heat-transfer coefficient 9.5 W/m²K on exposed surfaces. Load: discharge at 0.223C, SOC 33%, state of health 78%; total heat generation 9.18 W (9.12 W in cells, 0.0568 W in terminals/interconnects, applied uniformly). 4: Coolant 50 wt% ethylene glycol / water at 12.4 °C inlet, 0.200 L/min (density 1069 kg/m³, cp 3271 J/kgK, viscosity 4.80 mPa·s). Ambient 11.9 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.503C, SOC 46%, state of health 89%; total heat generation 7.70 W (7.49 W in cells, 0.209 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 2.85 K; cell spread 2.41 K; coolant rise 1.03 K; pressure drop illegible B peak cell rise 8.06 K; cell spread 6.67 K; coolant rise 2.91 K; pressure drop illegible C peak cell rise 8.16 K; cell spread 6.63 K; coolant rise 2.62 K; pressure drop 0.485 kPa D peak cell rise 1.26 K; cell spread 1.10 K; coolant rise illegible; pressure drop 1.09 kPa E peak cell rise 1.42 K; cell spread 0.943 K; coolant rise illegible; pressure drop 0.873 kPa Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 27.0 °C): Coolant 50 wt% ethylene glycol / water at 6.4 °C inlet, 0.706 L/min (density 1072 kg/m³, cp 3239 J/kgK, viscosity 6.05 mPa·s). Ambient 25.3 °C, external heat-transfer coefficient 12 W/m²K on exposed surfaces. Load: discharge at 1.39C, SOC 28%, state of health 86%; total heat generation 97.7 W (96.2 W in cells, 1.55 W in terminals/interconnects, applied uniformly). Duty Y (limit 26.5 °C): Coolant water at 8.8 °C inlet, 0.676 L/min (density 999.8 kg/m³, cp 4197 J/kgK, viscosity 1.35 mPa·s). Ambient 15.5 °C, external heat-transfer coefficient 5.9 W/m²K on exposed surfaces. Load: charge at 1.45C, SOC 79%, state of health 80%; total heat generation 90.1 W (85.2 W in cells, 4.82 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""4\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 25.25595111772418, ""c_rate"": 1.3898372823315417, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1071.7388308962277, ""dynamic_viscosity_pa_s"": 0.006053132543254, ""specific_heat_j_kgk"": 3238.5976512892853, ""thermal_conductivity_w_mk"": 0.3807410376960171}, ""external_htc_w_m2k"": 11.989723677746952, ""flow_lpm"": 0.7057168074983553, ""heat_w"": {""cells"": 96.15244096323988, ""interconnects"": 1.5542613362504174, ""total"": 97.7067022994903}, 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esh-flow-gate+native-polymesh-bounded-pressure-recovery+native-polymesh-fixed-outlet-handoff+native-polymesh-point-velocity-trust+native-polymesh-mass-recovery-cut+native-polymesh-zero-hot-cell-speed-rail+native-polymesh-progressive-mass-recovery+native-polymesh-owner-window-cfl-recovery+flow-gate-fixed-outlet-pressure-drop+cutcell-face-normal-boundary-distance+cutcell-postclosure-owner-dose+durable-flow-restart+sealed-gap-buoyancy-gate+acm-potential-wall-ramp+acm-reference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-12-v6\""""], ""stray_case"": ""case12805""}" ejb-training-0.1-train_val-envelope-00292-d14eb5,operating_envelope,single_turn,train_val,public_train,,"You are reviewing the operating envelope of a battery cold plate from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 14 x 4680 large-format cylindrical cell (25.0 Ah, layered oxide engineering prior, 46.0 mm diameter x 80.0 mm tall) in staggered rows of 2 rows x 7 columns, 4.7 mm cell spacing; a 1.2 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium centre-fed parallel-channel plate, 403 x 124 x 9.00 mm; 8 parallel round channels fed by a bifurcating centre manifold; channel diameter 2.37 mm, flow along the plate length (x); ports 5.17 mm on the left (inlet) and right (outlet) faces; minimum wall 1.3 mm. Completed runs 1: Coolant 50 wt% ethylene glycol / water at 14.8 °C inlet, 0.200 L/min (density 1068 kg/m³, cp 3285 J/kgK, viscosity 4.40 mPa·s). Ambient 22.5 °C, external heat-transfer coefficient 8.1 W/m²K on exposed surfaces. Load: charge at 0.966C, SOC 20%, state of health 82%; total heat generation 33.7 W (33.0 W in cells, 0.726 W in terminals/interconnects, applied uniformly). Result: peak cell rise 8.31 K; cell spread 6.44 K; coolant rise 3.37 K; pressure drop 1.00 kPa 2: Coolant 30 wt% ethylene glycol / water at 16.0 °C inlet, 0.200 L/min (density 1040 kg/m³, cp 3707 J/kgK, viscosity 2.45 mPa·s). Ambient 20.8 °C, external heat-transfer coefficient 4.4 W/m²K on exposed surfaces. Load: charge at 1.18C, SOC 54%, state of health 94%; total heat generation 37.0 W (35.7 W in cells, 1.29 W in terminals/interconnects, applied uniformly). Result: peak cell rise 8.06 K; cell spread 6.67 K; coolant rise 2.91 K; pressure drop 0.591 kPa 3: Coolant water at 14.6 °C inlet, 0.200 L/min (density 999.2 kg/m³, cp 4189 J/kgK, viscosity 1.15 mPa·s). Ambient 31.2 °C, external heat-transfer coefficient 5.6 W/m²K on exposed surfaces. Load: discharge at 1.06C, SOC 67%, state of health 77%; total heat generation 23.0 W (21.5 W in cells, 1.44 W in terminals/interconnects, applied uniformly). Result: peak cell rise 9.82 K; cell spread 8.20 K; coolant rise 3.24 K; pressure drop 0.312 kPa New duties Duty X: Coolant water at 8.8 °C inlet, 0.676 L/min (density 999.8 kg/m³, cp 4197 J/kgK, viscosity 1.35 mPa·s). Ambient 15.5 °C, external heat-transfer coefficient 5.9 W/m²K on exposed surfaces. Load: charge at 1.45C, SOC 79%, state of health 80%; total heat generation 90.1 W (85.2 W in cells, 4.82 W in terminals/interconnects, applied uniformly). Duty Y: Coolant 30 wt% ethylene glycol / water at 23.7 °C inlet, 0.200 L/min (density 1036 kg/m³, cp 3729 J/kgK, viscosity 1.94 mPa·s). Ambient 37.1 °C, external heat-transfer coefficient 9.5 W/m²K on exposed surfaces. Load: discharge at 0.223C, SOC 33%, state of health 78%; total heat generation 9.18 W (9.12 W in cells, 0.0568 W in terminals/interconnects, applied uniformly). Duty Z: Coolant water at 31.1 °C inlet, 0.200 L/min (density 995.3 kg/m³, cp 4180 J/kgK, viscosity 0.780 mPa·s). Ambient 33.3 °C, external heat-transfer coefficient 6.9 W/m²K on exposed surfaces. Load: charge at 0.423C, SOC 90%, state of health 72%; total heat generation 12.8 W (12.2 W in cells, 0.626 W in terminals/interconnects, applied uniformly). Heat-balance regimes own_heat: the coolant removes essentially the pack's own heat: net heat exchanged with the surroundings is within ±25% of the pack's heat generation mixed: the pack also gains a significant amount of heat from the surroundings, between 25% and 100% of its own heat generation, and the coolant has to remove both ambient_gain: the pack gains more heat from the surroundings than it generates itself (net gain above 100% of its own heat generation) ambient_loss: more than 25% of the pack's own heat generation leaves to the surroundings rather than to the coolant Rank the three duties by peak cell rise above their own coolant inlet, largest first, and give the regime of each duty. Scoring: The score is 1 only if the ranking and every regime are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""ranking"": ""list of \""X\"", \""Y\"", \""Z\"", largest rise first"", ""regimes"": ""object mapping \""X\"", \""Y\"", \""Z\"" to \""own_heat\"" or \""mixed\"" or \""ambient_gain\"" or \""ambient_loss\""""}","{""duties"": [{""ambient_temperature_c"": 15.52631557919085, ""c_rate"": 1.4455842102469183, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.7976086427926, ""dynamic_viscosity_pa_s"": 0.0013519640323059, ""specific_heat_j_kgk"": 4197.183275530759, ""thermal_conductivity_w_mk"": 0.576253431404343}, ""external_htc_w_m2k"": 5.935044430196285, ""flow_lpm"": 0.676198068216387, ""heat_w"": {""cells"": 85.24610799588743, ""interconnects"": 4.820008238345951, ""total"": 90.06611623423338}, ""inlet_temperature_c"": 8.808455430838034, ""operation"": ""charge"", ""soc"": 0.787552371667698, ""soh"": 0.8042057340964675}, {""ambient_temperature_c"": 37.13272923603654, ""c_rate"": 0.2231682418329381, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1036.49256261988, ""dynamic_viscosity_pa_s"": 0.0019437426368146, ""specific_heat_j_kgk"": 3729.138215689985, ""thermal_conductivity_w_mk"": 0.4683416920915679}, ""external_htc_w_m2k"": 9.496786057949066, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 9.119982390889469, ""interconnects"": 0.0567708100826572, ""total"": 9.176753200972126}, ""inlet_temperature_c"": 23.7248973719686, ""operation"": ""discharge"", ""soc"": 0.3265272275544703, ""soh"": 0.7847739414311945}, {""ambient_temperature_c"": 33.30238288734108, ""c_rate"": 0.4227178159240854, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 995.326866461538, ""dynamic_viscosity_pa_s"": 0.0007796812233678, ""specific_heat_j_kgk"": 4179.632346082618, ""thermal_conductivity_w_mk"": 0.6159754693425299}, ""external_htc_w_m2k"": 6.907232956960797, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 12.155446159163857, ""interconnects"": 0.6259778854332102, ""total"": 12.781424044597063}, ""inlet_temperature_c"": 31.052111159078777, ""operation"": ""charge"", ""soc"": 0.9042394932825116, ""soh"": 0.72322709383443}], ""pack"": {""arrangement"": ""staggered_rows"", ""capacity_ah"": 25.0, ""cell_count"": 14, ""cell_dimensions_mm"": {""diameter"": 46.0, ""height"": 80.0}, ""cell_family"": ""tesla_4680"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 4.651492854952812, ""chemistry"": ""layered oxide engineering prior"", ""columns"": 7, ""interstitial"": ""potting"", ""plate_coverage"": 0.7813120468418189, ""rows"": 2, ""tim_thickness_mm"": 1.192794075096026}, ""plate"": {""channel_diameter_mm"": 2.3737290380983196, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 9.0, ""inlet_face"": ""left"", ""layout"": ""parallel"", ""length_mm"": 403.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.311807895079255, ""outlet_face"": ""right"", ""parallel_paths"": 8, ""port_diameter_mm"": 5.16551516238092, ""turns"": 0, ""width_mm"": 124.0}, ""runs"": [{""ambient_temperature_c"": 22.547367261722684, ""c_rate"": 0.9664776744167858, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1067.622189239763, ""dynamic_viscosity_pa_s"": 0.0044033403158347, ""specific_heat_j_kgk"": 3284.541768204007, ""thermal_conductivity_w_mk"": 0.385944313845602}, ""external_htc_w_m2k"": 8.123749642632902, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 32.98733260945337, ""interconnects"": 0.7263040697418092, ""total"": 33.713636679195176}, ""inlet_temperature_c"": 14.825520736729322, ""operation"": ""charge"", ""soc"": 0.1961277761962264, ""soh"": 0.8206600881181657}, {""ambient_temperature_c"": 20.848423410207033, ""c_rate"": 1.1849193009853207, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1039.6155525020702, ""dynamic_viscosity_pa_s"": 0.0024478810152356, ""specific_heat_j_kgk"": 3706.50353417465, ""thermal_conductivity_w_mk"": 0.4611853012263875}, ""external_htc_w_m2k"": 4.401230455376208, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 35.6818343988889, ""interconnects"": 1.2863961457999822, ""total"": 36.968230544688886}, ""inlet_temperature_c"": 16.02084452914294, ""operation"": ""charge"", ""soc"": 0.5366953678894788, ""soh"": 0.9449411964043974}, {""ambient_temperature_c"": 31.184460688382387, ""c_rate"": 1.057567293568762, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.164534956464, ""dynamic_viscosity_pa_s"": 0.0011502586184635, ""specific_heat_j_kgk"": 4188.9224022487315, ""thermal_conductivity_w_mk"": 0.5879972295862604}, ""external_htc_w_m2k"": 5.595018421299756, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 21.54080715562864, ""interconnects"": 1.4397851095692258, ""total"": 22.980592265197863}, ""inlet_temperature_c"": 14.58233116131807, ""operation"": ""discharge"", ""soc"": 0.6677456293255091, ""soh"": 0.7720140646211803}]}",,"{""ambient_ratio"": {""X"": -0.004213525386940199, ""Y"": 2.6723707295628274, ""Z"": 0.11774456920830875}, ""peak_C"": {""X"": 23.850915527343773, ""Y"": 31.886010742187523, ""Z"": 33.90068969726565}, ""ranking"": [""X"", ""Y"", ""Z""], ""regimes"": {""X"": ""own_heat"", ""Y"": ""ambient_gain"", ""Z"": ""own_heat""}, ""rise_K"": {""X"": 15.04246009650575, ""Y"": 8.161113370218914, ""Z"": 2.848578538186871}}","{""params"": {}, ""scorer"": ""operating_envelope""}","{""duty_modes"": [""hydraulic_exploration"", ""controller_selected"", ""thermal_stress_tail""], ""hottest_regime"": ""own_heat"", ""interstitial"": ""potting"", ""quick_right"": false, ""regimes"": [""ambient_gain"", ""own_heat""], ""training_format"": ""envelope_3d""}","{""answer_case_names"": [""case01392"", ""case01389"", ""case01391""], ""case_names"": [""case01387"", ""case01388"", ""case01385"", ""case01392"", ""case01389"", ""case01391""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case01392"", ""case01389"", ""case01391""], ""geometry_ids"": [""geom_a590fed5aef67145"", ""geom_a590fed5aef67145"", ""geom_a590fed5aef67145"", ""geom_a590fed5aef67145"", ""geom_a590fed5aef67145"", ""geom_a590fed5aef67145""], ""point_cases"": [""case01387"", ""case01388"", ""case01385""], ""solve_signatures"": 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ejb-training-0.1-train_val-envelope-00293-055f12,operating_envelope,single_turn,train_val,public_train,,"You are reviewing the operating envelope of a battery cold plate from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 14 x 4680 large-format cylindrical cell (25.0 Ah, layered oxide engineering prior, 46.0 mm diameter x 80.0 mm tall) in staggered rows of 2 rows x 7 columns, 4.7 mm cell spacing; a 1.2 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium centre-fed parallel-channel plate, 403 x 124 x 9.00 mm; 8 parallel round channels fed by a bifurcating centre manifold; channel diameter 2.37 mm, flow along the plate length (x); ports 5.17 mm on the left (inlet) and right (outlet) faces; minimum wall 1.3 mm. Completed runs 1: Coolant 50 wt% ethylene glycol / water at 12.4 °C inlet, 0.200 L/min (density 1069 kg/m³, cp 3271 J/kgK, viscosity 4.80 mPa·s). Ambient 11.9 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.503C, SOC 46%, state of health 89%; total heat generation 7.70 W (7.49 W in cells, 0.209 W in terminals/interconnects, applied uniformly). Result: peak cell rise 1.26 K; cell spread 1.10 K; coolant rise 0.397 K; pressure drop 1.09 kPa 2: Coolant water at 14.6 °C inlet, 0.200 L/min (density 999.2 kg/m³, cp 4189 J/kgK, viscosity 1.15 mPa·s). Ambient 31.2 °C, external heat-transfer coefficient 5.6 W/m²K on exposed surfaces. Load: discharge at 1.06C, SOC 67%, state of health 77%; total heat generation 23.0 W (21.5 W in cells, 1.44 W in terminals/interconnects, applied uniformly). Result: peak cell rise 9.82 K; cell spread 8.20 K; coolant rise 3.24 K; pressure drop 0.312 kPa 3: Coolant 50 wt% ethylene glycol / water at 14.8 °C inlet, 0.200 L/min (density 1068 kg/m³, cp 3285 J/kgK, viscosity 4.40 mPa·s). Ambient 22.5 °C, external heat-transfer coefficient 8.1 W/m²K on exposed surfaces. Load: charge at 0.966C, SOC 20%, state of health 82%; total heat generation 33.7 W (33.0 W in cells, 0.726 W in terminals/interconnects, applied uniformly). Result: peak cell rise 8.31 K; cell spread 6.44 K; coolant rise 3.37 K; pressure drop 1.00 kPa New duties Duty X: Coolant 30 wt% ethylene glycol / water at 23.7 °C inlet, 0.200 L/min (density 1036 kg/m³, cp 3729 J/kgK, viscosity 1.94 mPa·s). Ambient 37.1 °C, external heat-transfer coefficient 9.5 W/m²K on exposed surfaces. Load: discharge at 0.223C, SOC 33%, state of health 78%; total heat generation 9.18 W (9.12 W in cells, 0.0568 W in terminals/interconnects, applied uniformly). Duty Y: Coolant water at 8.8 °C inlet, 0.676 L/min (density 999.8 kg/m³, cp 4197 J/kgK, viscosity 1.35 mPa·s). Ambient 15.5 °C, external heat-transfer coefficient 5.9 W/m²K on exposed surfaces. Load: charge at 1.45C, SOC 79%, state of health 80%; total heat generation 90.1 W (85.2 W in cells, 4.82 W in terminals/interconnects, applied uniformly). Duty Z: Coolant water at 31.1 °C inlet, 0.200 L/min (density 995.3 kg/m³, cp 4180 J/kgK, viscosity 0.780 mPa·s). Ambient 33.3 °C, external heat-transfer coefficient 6.9 W/m²K on exposed surfaces. Load: charge at 0.423C, SOC 90%, state of health 72%; total heat generation 12.8 W (12.2 W in cells, 0.626 W in terminals/interconnects, applied uniformly). Heat-balance regimes own_heat: the coolant removes essentially the pack's own heat: net heat exchanged with the surroundings is within ±25% of the pack's heat generation mixed: the pack also gains a significant amount of heat from the surroundings, between 25% and 100% of its own heat generation, and the coolant has to remove both ambient_gain: the pack gains more heat from the surroundings than it generates itself (net gain above 100% of its own heat generation) ambient_loss: more than 25% of the pack's own heat generation leaves to the surroundings rather than to the coolant Rank the three duties by peak cell rise above their own coolant inlet, largest first, and give the regime of each duty. Scoring: The score is 1 only if the ranking and every regime are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""ranking"": ""list of \""X\"", \""Y\"", \""Z\"", largest rise first"", ""regimes"": ""object mapping \""X\"", \""Y\"", \""Z\"" to \""own_heat\"" or \""mixed\"" or \""ambient_gain\"" or \""ambient_loss\""""}","{""duties"": [{""ambient_temperature_c"": 37.13272923603654, ""c_rate"": 0.2231682418329381, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1036.49256261988, ""dynamic_viscosity_pa_s"": 0.0019437426368146, ""specific_heat_j_kgk"": 3729.138215689985, ""thermal_conductivity_w_mk"": 0.4683416920915679}, ""external_htc_w_m2k"": 9.496786057949066, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 9.119982390889469, ""interconnects"": 0.0567708100826572, ""total"": 9.176753200972126}, ""inlet_temperature_c"": 23.7248973719686, ""operation"": ""discharge"", ""soc"": 0.3265272275544703, ""soh"": 0.7847739414311945}, {""ambient_temperature_c"": 15.52631557919085, ""c_rate"": 1.4455842102469183, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.7976086427926, ""dynamic_viscosity_pa_s"": 0.0013519640323059, ""specific_heat_j_kgk"": 4197.183275530759, ""thermal_conductivity_w_mk"": 0.576253431404343}, ""external_htc_w_m2k"": 5.935044430196285, ""flow_lpm"": 0.676198068216387, ""heat_w"": {""cells"": 85.24610799588743, ""interconnects"": 4.820008238345951, ""total"": 90.06611623423338}, ""inlet_temperature_c"": 8.808455430838034, ""operation"": ""charge"", ""soc"": 0.787552371667698, ""soh"": 0.8042057340964675}, {""ambient_temperature_c"": 33.30238288734108, ""c_rate"": 0.4227178159240854, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 995.326866461538, ""dynamic_viscosity_pa_s"": 0.0007796812233678, ""specific_heat_j_kgk"": 4179.632346082618, ""thermal_conductivity_w_mk"": 0.6159754693425299}, ""external_htc_w_m2k"": 6.907232956960797, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 12.155446159163857, ""interconnects"": 0.6259778854332102, ""total"": 12.781424044597063}, ""inlet_temperature_c"": 31.052111159078777, ""operation"": ""charge"", ""soc"": 0.9042394932825116, ""soh"": 0.72322709383443}], ""pack"": {""arrangement"": ""staggered_rows"", ""capacity_ah"": 25.0, ""cell_count"": 14, ""cell_dimensions_mm"": {""diameter"": 46.0, ""height"": 80.0}, ""cell_family"": ""tesla_4680"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 4.651492854952812, ""chemistry"": ""layered oxide engineering prior"", ""columns"": 7, ""interstitial"": ""potting"", ""plate_coverage"": 0.7813120468418189, ""rows"": 2, ""tim_thickness_mm"": 1.192794075096026}, ""plate"": {""channel_diameter_mm"": 2.3737290380983196, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 9.0, ""inlet_face"": ""left"", ""layout"": ""parallel"", ""length_mm"": 403.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.311807895079255, ""outlet_face"": ""right"", ""parallel_paths"": 8, ""port_diameter_mm"": 5.16551516238092, ""turns"": 0, ""width_mm"": 124.0}, ""runs"": [{""ambient_temperature_c"": 11.8588905967772, ""c_rate"": 0.5031926701222748, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1068.8396310493615, ""dynamic_viscosity_pa_s"": 0.0048046411087972, ""specific_heat_j_kgk"": 3271.488182291989, ""thermal_conductivity_w_mk"": 0.3844474535881356}, ""external_htc_w_m2k"": 10.550772998481987, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 7.490057865367849, ""interconnects"": 0.2088291416120353, ""total"": 7.698887006979884}, ""inlet_temperature_c"": 12.404439886342988, ""operation"": ""charge"", ""soc"": 0.4627687213476747, ""soh"": 0.8923369973897933}, {""ambient_temperature_c"": 31.184460688382387, ""c_rate"": 1.057567293568762, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.164534956464, ""dynamic_viscosity_pa_s"": 0.0011502586184635, ""specific_heat_j_kgk"": 4188.9224022487315, ""thermal_conductivity_w_mk"": 0.5879972295862604}, ""external_htc_w_m2k"": 5.595018421299756, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 21.54080715562864, ""interconnects"": 1.4397851095692258, ""total"": 22.980592265197863}, ""inlet_temperature_c"": 14.58233116131807, ""operation"": ""discharge"", ""soc"": 0.6677456293255091, ""soh"": 0.7720140646211803}, {""ambient_temperature_c"": 22.547367261722684, ""c_rate"": 0.9664776744167858, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1067.622189239763, ""dynamic_viscosity_pa_s"": 0.0044033403158347, ""specific_heat_j_kgk"": 3284.541768204007, ""thermal_conductivity_w_mk"": 0.385944313845602}, ""external_htc_w_m2k"": 8.123749642632902, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 32.98733260945337, ""interconnects"": 0.7263040697418092, ""total"": 33.713636679195176}, ""inlet_temperature_c"": 14.825520736729322, ""operation"": ""charge"", ""soc"": 0.1961277761962264, ""soh"": 0.8206600881181657}]}",,"{""ambient_ratio"": {""X"": 2.6723707295628274, ""Y"": -0.004213525386940199, ""Z"": 0.11774456920830875}, ""peak_C"": {""X"": 31.886010742187523, ""Y"": 23.850915527343773, ""Z"": 33.90068969726565}, ""ranking"": [""Y"", ""X"", ""Z""], ""regimes"": {""X"": ""ambient_gain"", ""Y"": ""own_heat"", ""Z"": ""own_heat""}, ""rise_K"": {""X"": 8.161113370218914, ""Y"": 15.04246009650575, ""Z"": 2.848578538186871}}","{""params"": {}, ""scorer"": ""operating_envelope""}","{""duty_modes"": [""controller_selected"", ""hydraulic_exploration"", ""thermal_stress_tail""], ""hottest_regime"": ""own_heat"", ""interstitial"": ""potting"", ""quick_right"": false, ""regimes"": [""ambient_gain"", ""own_heat""], ""training_format"": ""envelope_3d""}","{""answer_case_names"": [""case01389"", ""case01392"", ""case01391""], ""case_names"": [""case01386"", ""case01385"", ""case01387"", ""case01389"", ""case01392"", ""case01391""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case01389"", ""case01392"", ""case01391""], ""geometry_ids"": [""geom_a590fed5aef67145"", ""geom_a590fed5aef67145"", ""geom_a590fed5aef67145"", ""geom_a590fed5aef67145"", ""geom_a590fed5aef67145"", ""geom_a590fed5aef67145""], ""point_cases"": [""case01386"", ""case01385"", ""case01387""], ""solve_signatures"": 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ejb-training-0.1-train_val-signoff-00297-6b089b,duty_signoff,single_turn,train_val,public_train,,"You are signing off a battery cold plate at one new duty from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 14 x 4680 large-format cylindrical cell (25.0 Ah, layered oxide engineering prior, 46.0 mm diameter x 80.0 mm tall) in staggered rows of 2 rows x 7 columns, 4.7 mm cell spacing; a 1.2 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium centre-fed parallel-channel plate, 403 x 124 x 9.00 mm; 8 parallel round channels fed by a bifurcating centre manifold; channel diameter 2.37 mm, flow along the plate length (x); ports 5.17 mm on the left (inlet) and right (outlet) faces; minimum wall 1.3 mm. Completed runs 1: Coolant 50 wt% ethylene glycol / water at 6.4 °C inlet, 0.706 L/min (density 1072 kg/m³, cp 3239 J/kgK, viscosity 6.05 mPa·s). Ambient 25.3 °C, external heat-transfer coefficient 12 W/m²K on exposed surfaces. Load: discharge at 1.39C, SOC 28%, state of health 86%; total heat generation 97.7 W (96.2 W in cells, 1.55 W in terminals/interconnects, applied uniformly). Result: peak cell rise 17.9 K; cell spread 14.7 K; coolant rise 2.98 K; pressure drop 5.46 kPa 2: Coolant 50 wt% ethylene glycol / water at 12.4 °C inlet, 0.200 L/min (density 1069 kg/m³, cp 3271 J/kgK, viscosity 4.80 mPa·s). Ambient 11.9 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.503C, SOC 46%, state of health 89%; total heat generation 7.70 W (7.49 W in cells, 0.209 W in terminals/interconnects, applied uniformly). Result: peak cell rise 1.26 K; cell spread 1.10 K; coolant rise 0.397 K; pressure drop 1.09 kPa 3: Coolant water at 14.6 °C inlet, 0.200 L/min (density 999.2 kg/m³, cp 4189 J/kgK, viscosity 1.15 mPa·s). Ambient 31.2 °C, external heat-transfer coefficient 5.6 W/m²K on exposed surfaces. Load: discharge at 1.06C, SOC 67%, state of health 77%; total heat generation 23.0 W (21.5 W in cells, 1.44 W in terminals/interconnects, applied uniformly). Result: peak cell rise 9.82 K; cell spread 8.20 K; coolant rise 3.24 K; pressure drop 0.312 kPa Duties Duty X (peak cell limit 33.0 °C, pressure drop limit 0.560 kPa): Coolant 30 wt% ethylene glycol / water at 23.7 °C inlet, 0.200 L/min (density 1036 kg/m³, cp 3729 J/kgK, viscosity 1.94 mPa·s). Ambient 37.1 °C, external heat-transfer coefficient 9.5 W/m²K on exposed surfaces. Load: discharge at 0.223C, SOC 33%, state of health 78%; total heat generation 9.18 W (9.12 W in cells, 0.0568 W in terminals/interconnects, applied uniformly). For each duty, say whether peak cell temperature stays at or below its limit and whether pressure drop stays at or below its limit. Scoring: The score is 1 only if every temperature and pressure verdict is correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""pressure"": ""object mapping \""X\"" to \""pass\"" or \""fail\"""", ""temperature"": ""object mapping \""X\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 37.13272923603654, ""c_rate"": 0.2231682418329381, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1036.49256261988, ""dynamic_viscosity_pa_s"": 0.0019437426368146, ""specific_heat_j_kgk"": 3729.138215689985, ""thermal_conductivity_w_mk"": 0.4683416920915679}, ""external_htc_w_m2k"": 9.496786057949066, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 9.119982390889469, ""interconnects"": 0.0567708100826572, ""total"": 9.176753200972126}, ""inlet_temperature_c"": 23.7248973719686, ""operation"": ""discharge"", ""soc"": 0.3265272275544703, ""soh"": 0.7847739414311945}], ""pack"": {""arrangement"": ""staggered_rows"", ""capacity_ah"": 25.0, ""cell_count"": 14, ""cell_dimensions_mm"": {""diameter"": 46.0, ""height"": 80.0}, ""cell_family"": ""tesla_4680"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 4.651492854952812, ""chemistry"": ""layered oxide engineering prior"", ""columns"": 7, ""interstitial"": ""potting"", ""plate_coverage"": 0.7813120468418189, ""rows"": 2, ""tim_thickness_mm"": 1.192794075096026}, ""plate"": {""channel_diameter_mm"": 2.3737290380983196, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 9.0, ""inlet_face"": ""left"", ""layout"": ""parallel"", ""length_mm"": 403.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.311807895079255, ""outlet_face"": ""right"", ""parallel_paths"": 8, ""port_diameter_mm"": 5.16551516238092, ""turns"": 0, ""width_mm"": 124.0}, ""runs"": [{""ambient_temperature_c"": 25.25595111772418, ""c_rate"": 1.3898372823315417, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1071.7388308962277, ""dynamic_viscosity_pa_s"": 0.006053132543254, ""specific_heat_j_kgk"": 3238.5976512892853, ""thermal_conductivity_w_mk"": 0.3807410376960171}, ""external_htc_w_m2k"": 11.989723677746952, ""flow_lpm"": 0.7057168074983553, ""heat_w"": {""cells"": 96.15244096323988, ""interconnects"": 1.5542613362504174, ""total"": 97.7067022994903}, ""inlet_temperature_c"": 6.39482300610695, ""operation"": ""discharge"", ""soc"": 0.2777916316874325, ""soh"": 0.8623096914961934}, {""ambient_temperature_c"": 11.8588905967772, ""c_rate"": 0.5031926701222748, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1068.8396310493615, ""dynamic_viscosity_pa_s"": 0.0048046411087972, ""specific_heat_j_kgk"": 3271.488182291989, ""thermal_conductivity_w_mk"": 0.3844474535881356}, ""external_htc_w_m2k"": 10.550772998481987, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 7.490057865367849, ""interconnects"": 0.2088291416120353, ""total"": 7.698887006979884}, ""inlet_temperature_c"": 12.404439886342988, ""operation"": ""charge"", ""soc"": 0.4627687213476747, ""soh"": 0.8923369973897933}, {""ambient_temperature_c"": 31.184460688382387, ""c_rate"": 1.057567293568762, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.164534956464, ""dynamic_viscosity_pa_s"": 0.0011502586184635, ""specific_heat_j_kgk"": 4188.9224022487315, ""thermal_conductivity_w_mk"": 0.5879972295862604}, ""external_htc_w_m2k"": 5.595018421299756, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 21.54080715562864, ""interconnects"": 1.4397851095692258, ""total"": 22.980592265197863}, ""inlet_temperature_c"": 14.58233116131807, ""operation"": ""discharge"", ""soc"": 0.6677456293255091, ""soh"": 0.7720140646211803}]}",,"{""dP_kPa"": {""X"": 0.4848081980451243}, ""limits_C"": {""X"": 33.0}, ""peak_C"": {""X"": 31.886010742187523}, ""pressure"": {""X"": ""pass""}, ""pressure_limits_kPa"": {""X"": 0.56}, ""rise_K"": {""X"": 8.161113370218914}, ""temperature"": {""X"": ""pass""}}","{""params"": {}, ""scorer"": ""duty_signoff""}","{""duty_modes"": [""controller_selected""], ""duty_regimes"": [""ambient_heated""], ""interstitial"": ""potting"", ""pressure_signoff"": ""pass"", ""quick_right"": false, ""reference_right"": true, ""shown_runs"": 3, ""signoff"": ""pass"", ""training_format"": ""signoff_1d3r""}","{""answer_case_names"": [""case01389""], ""case_names"": [""case01390"", ""case01386"", ""case01385"", ""case01389""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case01389""], ""geometry_ids"": [""geom_a590fed5aef67145"", ""geom_a590fed5aef67145"", ""geom_a590fed5aef67145"", ""geom_a590fed5aef67145""], ""run_cases"": [""case01390"", ""case01386"", ""case01385""], ""solve_signatures"": 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ejb-training-0.1-train_val-signoff-00301-0b062e,duty_signoff,single_turn,train_val,public_train,,"You are signing off a battery cold plate at one new duty from four completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 14 x 4680 large-format cylindrical cell (25.0 Ah, layered oxide engineering prior, 46.0 mm diameter x 80.0 mm tall) in staggered rows of 2 rows x 7 columns, 4.7 mm cell spacing; a 1.2 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium centre-fed parallel-channel plate, 403 x 124 x 9.00 mm; 8 parallel round channels fed by a bifurcating centre manifold; channel diameter 2.37 mm, flow along the plate length (x); ports 5.17 mm on the left (inlet) and right (outlet) faces; minimum wall 1.3 mm. Completed runs 1: Coolant water at 14.6 °C inlet, 0.200 L/min (density 999.2 kg/m³, cp 4189 J/kgK, viscosity 1.15 mPa·s). Ambient 31.2 °C, external heat-transfer coefficient 5.6 W/m²K on exposed surfaces. Load: discharge at 1.06C, SOC 67%, state of health 77%; total heat generation 23.0 W (21.5 W in cells, 1.44 W in terminals/interconnects, applied uniformly). Result: peak cell rise 9.82 K; cell spread 8.20 K; coolant rise 3.24 K; pressure drop 0.312 kPa 2: Coolant 50 wt% ethylene glycol / water at 6.4 °C inlet, 0.706 L/min (density 1072 kg/m³, cp 3239 J/kgK, viscosity 6.05 mPa·s). Ambient 25.3 °C, external heat-transfer coefficient 12 W/m²K on exposed surfaces. Load: discharge at 1.39C, SOC 28%, state of health 86%; total heat generation 97.7 W (96.2 W in cells, 1.55 W in terminals/interconnects, applied uniformly). Result: peak cell rise 17.9 K; cell spread 14.7 K; coolant rise 2.98 K; pressure drop 5.46 kPa 3: Coolant 30 wt% ethylene glycol / water at 23.7 °C inlet, 0.200 L/min (density 1036 kg/m³, cp 3729 J/kgK, viscosity 1.94 mPa·s). Ambient 37.1 °C, external heat-transfer coefficient 9.5 W/m²K on exposed surfaces. Load: discharge at 0.223C, SOC 33%, state of health 78%; total heat generation 9.18 W (9.12 W in cells, 0.0568 W in terminals/interconnects, applied uniformly). Result: peak cell rise 8.16 K; cell spread 6.63 K; coolant rise 2.62 K; pressure drop 0.485 kPa 4: Coolant 30 wt% ethylene glycol / water at 16.0 °C inlet, 0.200 L/min (density 1040 kg/m³, cp 3707 J/kgK, viscosity 2.45 mPa·s). Ambient 20.8 °C, external heat-transfer coefficient 4.4 W/m²K on exposed surfaces. Load: charge at 1.18C, SOC 54%, state of health 94%; total heat generation 37.0 W (35.7 W in cells, 1.29 W in terminals/interconnects, applied uniformly). Result: peak cell rise 8.06 K; cell spread 6.67 K; coolant rise 2.91 K; pressure drop 0.591 kPa Duties Duty X (peak cell limit 14.5 °C, pressure drop limit 0.868 kPa): Coolant 50 wt% ethylene glycol / water at 12.4 °C inlet, 0.200 L/min (density 1069 kg/m³, cp 3271 J/kgK, viscosity 4.80 mPa·s). Ambient 11.9 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.503C, SOC 46%, state of health 89%; total heat generation 7.70 W (7.49 W in cells, 0.209 W in terminals/interconnects, applied uniformly). For each duty, say whether peak cell temperature stays at or below its limit and whether pressure drop stays at or below its limit. Scoring: The score is 1 only if every temperature and pressure verdict is correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""pressure"": ""object mapping \""X\"" to \""pass\"" or \""fail\"""", ""temperature"": ""object mapping \""X\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 11.8588905967772, ""c_rate"": 0.5031926701222748, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1068.8396310493615, ""dynamic_viscosity_pa_s"": 0.0048046411087972, ""specific_heat_j_kgk"": 3271.488182291989, ""thermal_conductivity_w_mk"": 0.3844474535881356}, ""external_htc_w_m2k"": 10.550772998481987, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 7.490057865367849, ""interconnects"": 0.2088291416120353, ""total"": 7.698887006979884}, ""inlet_temperature_c"": 12.404439886342988, ""operation"": ""charge"", ""soc"": 0.4627687213476747, ""soh"": 0.8923369973897933}], ""pack"": {""arrangement"": ""staggered_rows"", ""capacity_ah"": 25.0, ""cell_count"": 14, ""cell_dimensions_mm"": {""diameter"": 46.0, ""height"": 80.0}, ""cell_family"": ""tesla_4680"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 4.651492854952812, ""chemistry"": ""layered oxide engineering prior"", ""columns"": 7, ""interstitial"": ""potting"", ""plate_coverage"": 0.7813120468418189, ""rows"": 2, ""tim_thickness_mm"": 1.192794075096026}, ""plate"": {""channel_diameter_mm"": 2.3737290380983196, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 9.0, ""inlet_face"": ""left"", ""layout"": ""parallel"", ""length_mm"": 403.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.311807895079255, ""outlet_face"": ""right"", ""parallel_paths"": 8, ""port_diameter_mm"": 5.16551516238092, ""turns"": 0, ""width_mm"": 124.0}, ""runs"": [{""ambient_temperature_c"": 31.184460688382387, ""c_rate"": 1.057567293568762, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.164534956464, ""dynamic_viscosity_pa_s"": 0.0011502586184635, ""specific_heat_j_kgk"": 4188.9224022487315, ""thermal_conductivity_w_mk"": 0.5879972295862604}, ""external_htc_w_m2k"": 5.595018421299756, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 21.54080715562864, ""interconnects"": 1.4397851095692258, ""total"": 22.980592265197863}, ""inlet_temperature_c"": 14.58233116131807, ""operation"": ""discharge"", ""soc"": 0.6677456293255091, ""soh"": 0.7720140646211803}, {""ambient_temperature_c"": 25.25595111772418, ""c_rate"": 1.3898372823315417, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1071.7388308962277, ""dynamic_viscosity_pa_s"": 0.006053132543254, ""specific_heat_j_kgk"": 3238.5976512892853, ""thermal_conductivity_w_mk"": 0.3807410376960171}, ""external_htc_w_m2k"": 11.989723677746952, ""flow_lpm"": 0.7057168074983553, ""heat_w"": {""cells"": 96.15244096323988, ""interconnects"": 1.5542613362504174, ""total"": 97.7067022994903}, ""inlet_temperature_c"": 6.39482300610695, ""operation"": ""discharge"", ""soc"": 0.2777916316874325, ""soh"": 0.8623096914961934}, {""ambient_temperature_c"": 37.13272923603654, ""c_rate"": 0.2231682418329381, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1036.49256261988, ""dynamic_viscosity_pa_s"": 0.0019437426368146, ""specific_heat_j_kgk"": 3729.138215689985, ""thermal_conductivity_w_mk"": 0.4683416920915679}, ""external_htc_w_m2k"": 9.496786057949066, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 9.119982390889469, ""interconnects"": 0.0567708100826572, ""total"": 9.176753200972126}, ""inlet_temperature_c"": 23.7248973719686, ""operation"": ""discharge"", ""soc"": 0.3265272275544703, ""soh"": 0.7847739414311945}, {""ambient_temperature_c"": 20.848423410207033, ""c_rate"": 1.1849193009853207, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1039.6155525020702, ""dynamic_viscosity_pa_s"": 0.0024478810152356, ""specific_heat_j_kgk"": 3706.50353417465, ""thermal_conductivity_w_mk"": 0.4611853012263875}, ""external_htc_w_m2k"": 4.401230455376208, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 35.6818343988889, ""interconnects"": 1.2863961457999822, ""total"": 36.968230544688886}, ""inlet_temperature_c"": 16.02084452914294, ""operation"": ""charge"", ""soc"": 0.5366953678894788, ""soh"": 0.9449411964043974}]}",,"{""dP_kPa"": {""X"": 1.085180166767823}, ""limits_C"": {""X"": 14.5}, ""peak_C"": {""X"": 13.666925048828148}, ""pressure"": {""X"": ""fail""}, ""pressure_limits_kPa"": {""X"": 0.868}, ""rise_K"": {""X"": 1.2624851624851772}, ""temperature"": {""X"": ""pass""}}","{""params"": {}, ""scorer"": ""duty_signoff""}","{""duty_modes"": [""controller_selected""], ""duty_regimes"": [""ambient_cooled""], ""interstitial"": ""potting"", ""pressure_signoff"": ""fail"", ""quick_right"": false, ""reference_right"": true, ""shown_runs"": 4, ""signoff"": ""pass"", ""training_format"": ""signoff_1d4r""}","{""answer_case_names"": [""case01386""], ""case_names"": [""case01385"", ""case01390"", ""case01389"", ""case01388"", ""case01386""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case01386""], ""geometry_ids"": [""geom_a590fed5aef67145"", ""geom_a590fed5aef67145"", ""geom_a590fed5aef67145"", ""geom_a590fed5aef67145"", ""geom_a590fed5aef67145""], ""run_cases"": [""case01385"", ""case01390"", ""case01389"", ""case01388""], ""solve_signatures"": 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ejb-training-0.1-train_val-signoff-00305-a66f62,duty_signoff,single_turn,train_val,public_train,,"You are signing off a battery cold plate at two new duties from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 14 x 4680 large-format cylindrical cell (25.0 Ah, layered oxide engineering prior, 46.0 mm diameter x 80.0 mm tall) in staggered rows of 2 rows x 7 columns, 4.7 mm cell spacing; a 1.2 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium centre-fed parallel-channel plate, 403 x 124 x 9.00 mm; 8 parallel round channels fed by a bifurcating centre manifold; channel diameter 2.37 mm, flow along the plate length (x); ports 5.17 mm on the left (inlet) and right (outlet) faces; minimum wall 1.3 mm. Completed runs 1: Coolant water at 8.8 °C inlet, 0.676 L/min (density 999.8 kg/m³, cp 4197 J/kgK, viscosity 1.35 mPa·s). Ambient 15.5 °C, external heat-transfer coefficient 5.9 W/m²K on exposed surfaces. Load: charge at 1.45C, SOC 79%, state of health 80%; total heat generation 90.1 W (85.2 W in cells, 4.82 W in terminals/interconnects, applied uniformly). Result: peak cell rise 15.0 K; cell spread 13.5 K; coolant rise 1.90 K; pressure drop 1.66 kPa 2: Coolant 30 wt% ethylene glycol / water at 23.7 °C inlet, 0.200 L/min (density 1036 kg/m³, cp 3729 J/kgK, viscosity 1.94 mPa·s). Ambient 37.1 °C, external heat-transfer coefficient 9.5 W/m²K on exposed surfaces. Load: discharge at 0.223C, SOC 33%, state of health 78%; total heat generation 9.18 W (9.12 W in cells, 0.0568 W in terminals/interconnects, applied uniformly). Result: peak cell rise 8.16 K; cell spread 6.63 K; coolant rise 2.62 K; pressure drop 0.485 kPa 3: Coolant 30 wt% ethylene glycol / water at 16.0 °C inlet, 0.200 L/min (density 1040 kg/m³, cp 3707 J/kgK, viscosity 2.45 mPa·s). Ambient 20.8 °C, external heat-transfer coefficient 4.4 W/m²K on exposed surfaces. Load: charge at 1.18C, SOC 54%, state of health 94%; total heat generation 37.0 W (35.7 W in cells, 1.29 W in terminals/interconnects, applied uniformly). Result: peak cell rise 8.06 K; cell spread 6.67 K; coolant rise 2.91 K; pressure drop 0.591 kPa Duties Duty X (peak cell limit 35.0 °C, pressure drop limit 0.188 kPa): Coolant water at 31.1 °C inlet, 0.200 L/min (density 995.3 kg/m³, cp 4180 J/kgK, viscosity 0.780 mPa·s). Ambient 33.3 °C, external heat-transfer coefficient 6.9 W/m²K on exposed surfaces. Load: charge at 0.423C, SOC 90%, state of health 72%; total heat generation 12.8 W (12.2 W in cells, 0.626 W in terminals/interconnects, applied uniformly). Duty Y (peak cell limit 12.5 °C, pressure drop limit 0.917 kPa): Coolant 50 wt% ethylene glycol / water at 12.4 °C inlet, 0.200 L/min (density 1069 kg/m³, cp 3271 J/kgK, viscosity 4.80 mPa·s). Ambient 11.9 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.503C, SOC 46%, state of health 89%; total heat generation 7.70 W (7.49 W in cells, 0.209 W in terminals/interconnects, applied uniformly). For each duty, say whether peak cell temperature stays at or below its limit and whether pressure drop stays at or below its limit. Scoring: The score is 1 only if every temperature and pressure verdict is correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""pressure"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\"""", ""temperature"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 33.30238288734108, ""c_rate"": 0.4227178159240854, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 995.326866461538, ""dynamic_viscosity_pa_s"": 0.0007796812233678, ""specific_heat_j_kgk"": 4179.632346082618, ""thermal_conductivity_w_mk"": 0.6159754693425299}, ""external_htc_w_m2k"": 6.907232956960797, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 12.155446159163857, ""interconnects"": 0.6259778854332102, ""total"": 12.781424044597063}, ""inlet_temperature_c"": 31.052111159078777, ""operation"": ""charge"", ""soc"": 0.9042394932825116, ""soh"": 0.72322709383443}, {""ambient_temperature_c"": 11.8588905967772, ""c_rate"": 0.5031926701222748, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1068.8396310493615, ""dynamic_viscosity_pa_s"": 0.0048046411087972, ""specific_heat_j_kgk"": 3271.488182291989, ""thermal_conductivity_w_mk"": 0.3844474535881356}, ""external_htc_w_m2k"": 10.550772998481987, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 7.490057865367849, ""interconnects"": 0.2088291416120353, ""total"": 7.698887006979884}, ""inlet_temperature_c"": 12.404439886342988, ""operation"": ""charge"", ""soc"": 0.4627687213476747, ""soh"": 0.8923369973897933}], ""pack"": {""arrangement"": ""staggered_rows"", ""capacity_ah"": 25.0, ""cell_count"": 14, ""cell_dimensions_mm"": {""diameter"": 46.0, ""height"": 80.0}, ""cell_family"": ""tesla_4680"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 4.651492854952812, ""chemistry"": ""layered oxide engineering prior"", ""columns"": 7, ""interstitial"": ""potting"", ""plate_coverage"": 0.7813120468418189, ""rows"": 2, ""tim_thickness_mm"": 1.192794075096026}, ""plate"": {""channel_diameter_mm"": 2.3737290380983196, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 9.0, ""inlet_face"": ""left"", ""layout"": ""parallel"", ""length_mm"": 403.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.311807895079255, ""outlet_face"": ""right"", ""parallel_paths"": 8, ""port_diameter_mm"": 5.16551516238092, ""turns"": 0, ""width_mm"": 124.0}, ""runs"": [{""ambient_temperature_c"": 15.52631557919085, ""c_rate"": 1.4455842102469183, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.7976086427926, ""dynamic_viscosity_pa_s"": 0.0013519640323059, ""specific_heat_j_kgk"": 4197.183275530759, ""thermal_conductivity_w_mk"": 0.576253431404343}, ""external_htc_w_m2k"": 5.935044430196285, ""flow_lpm"": 0.676198068216387, ""heat_w"": {""cells"": 85.24610799588743, ""interconnects"": 4.820008238345951, ""total"": 90.06611623423338}, ""inlet_temperature_c"": 8.808455430838034, ""operation"": ""charge"", ""soc"": 0.787552371667698, ""soh"": 0.8042057340964675}, {""ambient_temperature_c"": 37.13272923603654, ""c_rate"": 0.2231682418329381, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1036.49256261988, ""dynamic_viscosity_pa_s"": 0.0019437426368146, ""specific_heat_j_kgk"": 3729.138215689985, ""thermal_conductivity_w_mk"": 0.4683416920915679}, ""external_htc_w_m2k"": 9.496786057949066, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 9.119982390889469, ""interconnects"": 0.0567708100826572, ""total"": 9.176753200972126}, ""inlet_temperature_c"": 23.7248973719686, ""operation"": ""discharge"", ""soc"": 0.3265272275544703, ""soh"": 0.7847739414311945}, {""ambient_temperature_c"": 20.848423410207033, ""c_rate"": 1.1849193009853207, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1039.6155525020702, ""dynamic_viscosity_pa_s"": 0.0024478810152356, ""specific_heat_j_kgk"": 3706.50353417465, ""thermal_conductivity_w_mk"": 0.4611853012263875}, ""external_htc_w_m2k"": 4.401230455376208, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 35.6818343988889, ""interconnects"": 1.2863961457999822, ""total"": 36.968230544688886}, ""inlet_temperature_c"": 16.02084452914294, ""operation"": ""charge"", ""soc"": 0.5366953678894788, ""soh"": 0.9449411964043974}]}",,"{""dP_kPa"": {""X"": 0.2308557927164802, ""Y"": 1.085180166767823}, ""limits_C"": {""X"": 35.0, ""Y"": 12.5}, ""peak_C"": {""X"": 33.90068969726565, ""Y"": 13.666925048828148}, ""pressure"": {""X"": ""fail"", ""Y"": ""fail""}, ""pressure_limits_kPa"": {""X"": 0.188, ""Y"": 0.917}, ""rise_K"": {""X"": 2.848578538186871, ""Y"": 1.2624851624851772}, ""temperature"": {""X"": ""pass"", ""Y"": ""fail""}}","{""params"": {}, ""scorer"": ""duty_signoff""}","{""duty_modes"": [""thermal_stress_tail"", ""controller_selected""], ""duty_regimes"": [""load_dominated"", ""ambient_cooled""], ""interstitial"": ""potting"", ""pressure_signoff"": ""fail_fail"", ""quick_right"": false, ""reference_right"": true, ""shown_runs"": 3, ""signoff"": ""pass_fail"", ""training_format"": ""signoff_2d3r""}","{""answer_case_names"": [""case01391"", ""case01386""], ""case_names"": [""case01392"", ""case01389"", ""case01388"", ""case01391"", ""case01386""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case01391"", ""case01386""], ""geometry_ids"": [""geom_a590fed5aef67145"", ""geom_a590fed5aef67145"", ""geom_a590fed5aef67145"", ""geom_a590fed5aef67145"", ""geom_a590fed5aef67145""], ""run_cases"": [""case01392"", ""case01389"", ""case01388""], ""solve_signatures"": 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ejb-training-0.1-train_val-signoff-00309-87639c,duty_signoff,single_turn,train_val,independent_test,,"You are signing off a battery cold plate at one new duty from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 30 x EVE A41-class prismatic cell (116 Ah, LFP/graphite, 149 x 53.0 x 119 mm) in a rectangular grid of 6 rows x 5 columns, 4.8 mm cell spacing; no thermal-interface pads (cells sit directly on the plate); open air between cells (natural convection and radiation to ambient). Cold plate: Aluminium headerless serpentine plate, 788 x 369 x 9.00 mm; 1 serpentine circuit(s) with 3 turns each, ports connected directly to the channels; channel diameter 3.69 mm, flow across the plate width (y); ports 3.69 mm on the front (inlet) and back (outlet) faces; minimum wall 1.8 mm. Completed runs 1: Coolant 50 wt% ethylene glycol / water at 32.4 °C inlet, 0.500 L/min (density 1058 kg/m³, cp 3376 J/kgK, viscosity 2.55 mPa·s). Ambient 41.8 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.241C, SOC 25%, state of health 94%; total heat generation 11.7 W (11.4 W in cells, 0.237 W in terminals/interconnects, applied uniformly). Result: peak cell rise 6.67 K; cell spread 4.63 K; coolant rise 2.52 K; pressure drop 16.9 kPa 2: Coolant 30 wt% ethylene glycol / water at 10.9 °C inlet, 0.474 L/min (density 1042 kg/m³, cp 3691 J/kgK, viscosity 2.90 mPa·s). Ambient 29.8 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.314C, SOC 45%, state of health 74%; total heat generation 34.7 W (33.5 W in cells, 1.21 W in terminals/interconnects, applied uniformly). Result: peak cell rise 13.6 K; cell spread 9.64 K; coolant rise 5.20 K; pressure drop 17.3 kPa 3: Coolant water at 11.2 °C inlet, 0.500 L/min (density 999.6 kg/m³, cp 4193 J/kgK, viscosity 1.26 mPa·s). Ambient 24.5 °C, external heat-transfer coefficient 3.1 W/m²K on exposed surfaces. Load: discharge at 0.257C, SOC 88%, state of health 81%; total heat generation 28.4 W (26.5 W in cells, 1.81 W in terminals/interconnects, applied uniformly). Result: peak cell rise 8.66 K; cell spread 6.64 K; coolant rise 2.93 K; pressure drop 9.98 kPa Duties Duty X (peak cell limit 15.5 °C, pressure drop limit 15.8 kPa): Coolant 30 wt% ethylene glycol / water at 12.6 °C inlet, 0.496 L/min (density 1041 kg/m³, cp 3696 J/kgK, viscosity 2.74 mPa·s). Ambient 11.7 °C, external heat-transfer coefficient 7.4 W/m²K on exposed surfaces. Load: discharge at 0.223C, SOC 68%, state of health 90%; total heat generation 47.5 W (46.6 W in cells, 0.887 W in terminals/interconnects, applied uniformly). For each duty, say whether peak cell temperature stays at or below its limit and whether pressure drop stays at or below its limit. Scoring: The score is 1 only if every temperature and pressure verdict is correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""pressure"": ""object mapping \""X\"" to \""pass\"" or \""fail\"""", ""temperature"": ""object mapping \""X\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 11.687053004279733, ""c_rate"": 0.2234135352994293, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1040.903724099174, ""dynamic_viscosity_pa_s"": 0.0027368156836834, ""specific_heat_j_kgk"": 3696.202969804581, ""thermal_conductivity_w_mk"": 0.4579339809874469}, ""external_htc_w_m2k"": 7.396196264773607, ""flow_lpm"": 0.4960003421172784, ""heat_w"": {""cells"": 46.584704192931795, ""interconnects"": 0.8873325833637795, ""total"": 47.472036776295575}, ""inlet_temperature_c"": 12.56369525836812, ""operation"": ""discharge"", ""soc"": 0.6820488368626684, ""soh"": 0.9000975500792264}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 116.0, ""cell_count"": 30, ""cell_dimensions_mm"": {""height"": 119.0, ""length"": 148.6, ""width"": 53.0}, ""cell_family"": ""eve_a41_v2_1"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 4.847145337611437, ""chemistry"": ""LFP/graphite"", ""columns"": 5, ""interstitial"": ""air"", ""plate_coverage"": 0.9185893765364316, ""rows"": 6, ""tim_thickness_mm"": null}, ""plate"": {""channel_diameter_mm"": 3.689309394651129, ""flow_direction"": ""widthwise_y"", ""height_mm"": 9.0, ""inlet_face"": ""front"", ""layout"": ""headerless_serpentine"", ""length_mm"": 788.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.796447979286313, ""outlet_face"": ""back"", ""parallel_paths"": 1, ""port_diameter_mm"": 3.689309394651129, ""turns"": 3, ""width_mm"": 369.0}, ""runs"": [{""ambient_temperature_c"": 41.78305309731513, ""c_rate"": 0.2409255196393404, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1057.9751075402123, ""dynamic_viscosity_pa_s"": 0.0025517626468011, ""specific_heat_j_kgk"": 3375.753452225335, ""thermal_conductivity_w_mk"": 0.396858016001908}, ""external_htc_w_m2k"": 10.549458771012723, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 11.415654558436623, ""interconnects"": 0.2369645184622051, ""total"": 11.652619076898828}, ""inlet_temperature_c"": 32.43637632056526, ""operation"": ""charge"", ""soc"": 0.2533424595370889, ""soh"": 0.9443256797268986}, {""ambient_temperature_c"": 29.76460125297308, ""c_rate"": 0.3143773008224814, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1041.5150197650885, ""dynamic_viscosity_pa_s"": 0.0028978740242844, ""specific_heat_j_kgk"": 3691.0716735019646, ""thermal_conductivity_w_mk"": 0.4563153346645676}, ""external_htc_w_m2k"": 10.552565652877092, ""flow_lpm"": 0.4739664282955717, ""heat_w"": {""cells"": 33.530817285763035, ""interconnects"": 1.2087882252268125, ""total"": 34.73960551098985}, ""inlet_temperature_c"": 10.85198822956114, ""operation"": ""charge"", ""soc"": 0.4483745403587817, ""soh"": 0.743030915595591}, {""ambient_temperature_c"": 24.473215211182833, ""c_rate"": 0.2571694941103859, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.5914835272796, ""dynamic_viscosity_pa_s"": 0.0012633956365391, ""specific_heat_j_kgk"": 4193.358449847252, ""thermal_conductivity_w_mk"": 0.5811843851543285}, ""external_htc_w_m2k"": 3.1235695956274867, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 26.541539531562556, ""interconnects"": 1.813751633774092, ""total"": 28.35529116533665}, ""inlet_temperature_c"": 11.160953336239944, ""operation"": ""discharge"", ""soc"": 0.8754787273239344, ""soh"": 0.8107148546725511}]}",,"{""dP_kPa"": {""X"": 17.510748716357515}, ""limits_C"": {""X"": 15.5}, ""peak_C"": {""X"": 14.568261718750023}, ""pressure"": {""X"": ""fail""}, ""pressure_limits_kPa"": {""X"": 15.8}, ""rise_K"": {""X"": 2.004566460381909}, ""temperature"": {""X"": ""pass""}}","{""params"": {}, ""scorer"": ""duty_signoff""}","{""duty_modes"": [""controller_selected""], ""duty_regimes"": [""ambient_cooled""], ""interstitial"": ""air"", ""pressure_signoff"": ""fail"", ""quick_right"": false, ""reference_right"": true, ""shown_runs"": 3, ""signoff"": ""pass"", ""training_format"": ""signoff_1d3r""}","{""answer_case_names"": [""case13645""], ""case_names"": [""case13647"", ""case13646"", ""case13648"", ""case13645""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case13645""], ""geometry_ids"": [""geom_4f5bd7f1424d92d8"", ""geom_4f5bd7f1424d92d8"", ""geom_4f5bd7f1424d92d8"", ""geom_4f5bd7f1424d92d8""], ""run_cases"": [""case13647"", ""case13646"", ""case13648""], ""solve_signatures"": 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ejb-training-0.1-train_val-signoff-00313-61481a,duty_signoff,single_turn,train_val,public_train,,"You are signing off a battery cold plate at one new duty from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 7 x EVE A41-class prismatic cell (116 Ah, LFP/graphite, 53.0 x 149 x 119 mm) in a rectangular grid of 1 row x 7 columns, 4.9 mm cell spacing; a 1.9 mm thermal-interface pad under each cell; open air between cells (natural convection and radiation to ambient). Cold plate: Aluminium headered serpentine plate, 427 x 175 x 8.00 mm; 1 serpentine circuit(s) with 6 turns each, fed from headers; channel diameter 2.12 mm, flow across the plate width (y); ports 2.12 mm on the front (inlet) and back (outlet) faces; minimum wall 1.9 mm. Completed runs 1: Coolant water at 14.7 °C inlet, 0.175 L/min (density 999.1 kg/m³, cp 4189 J/kgK, viscosity 1.15 mPa·s). Ambient 34.0 °C, external heat-transfer coefficient 7.4 W/m²K on exposed surfaces. Load: discharge at 0.236C, SOC 40%, state of health 98%; total heat generation 26.4 W (26.3 W in cells, 0.0491 W in terminals/interconnects, applied uniformly). Result: peak cell rise 13.8 K; cell spread 10.2 K; coolant rise 5.73 K; pressure drop 23.5 kPa 2: Coolant 30 wt% ethylene glycol / water at 23.3 °C inlet, 0.200 L/min (density 1037 kg/m³, cp 3728 J/kgK, viscosity 1.97 mPa·s). Ambient 39.3 °C, external heat-transfer coefficient 4.8 W/m²K on exposed surfaces. Load: discharge at 0.270C, SOC 18%, state of health 83%; total heat generation 19.8 W (19.6 W in cells, 0.144 W in terminals/interconnects, applied uniformly). Result: peak cell rise 11.2 K; cell spread 8.29 K; coolant rise 4.26 K; pressure drop 40.6 kPa 3: Coolant 30 wt% ethylene glycol / water at 20.5 °C inlet, 0.110 L/min (density 1038 kg/m³, cp 3720 J/kgK, viscosity 2.13 mPa·s). Ambient 33.9 °C, external heat-transfer coefficient 8.8 W/m²K on exposed surfaces. Load: discharge at 0.254C, SOC 60%, state of health 72%; total heat generation 18.0 W (17.9 W in cells, 0.103 W in terminals/interconnects, applied uniformly). Result: peak cell rise 10.9 K; cell spread 6.87 K; coolant rise 6.17 K; pressure drop 19.1 kPa Duties Duty X (peak cell limit 21.0 °C, pressure drop limit 19.2 kPa): Coolant water at 16.7 °C inlet, 0.181 L/min (density 998.8 kg/m³, cp 4187 J/kgK, viscosity 1.09 mPa·s). Ambient 22.1 °C, external heat-transfer coefficient 5.6 W/m²K on exposed surfaces. Load: charge at 0.322C, SOC 24%, state of health 93%; total heat generation 7.52 W (7.09 W in cells, 0.427 W in terminals/interconnects, applied uniformly). For each duty, say whether peak cell temperature stays at or below its limit and whether pressure drop stays at or below its limit. Scoring: The score is 1 only if every temperature and pressure verdict is correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""pressure"": ""object mapping \""X\"" to \""pass\"" or \""fail\"""", ""temperature"": ""object mapping \""X\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 22.053444674238563, ""c_rate"": 0.3219199676046494, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.8233704618608, ""dynamic_viscosity_pa_s"": 0.0010871427003876, ""specific_heat_j_kgk"": 4186.705680145626, ""thermal_conductivity_w_mk"": 0.5920866953823171}, ""external_htc_w_m2k"": 5.583312364295125, ""flow_lpm"": 0.1812263084956924, ""heat_w"": {""cells"": 7.09365000025379, ""interconnects"": 0.4271022691740786, ""total"": 7.520752269427868}, ""inlet_temperature_c"": 16.736504591042614, ""operation"": ""charge"", ""soc"": 0.2390441648196429, ""soh"": 0.9257304605096578}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 116.0, ""cell_count"": 7, ""cell_dimensions_mm"": {""height"": 119.0, ""length"": 53.0, ""width"": 148.6}, ""cell_family"": ""eve_a41_v2_1"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 4.897011287510395, ""chemistry"": ""LFP/graphite"", ""columns"": 7, ""interstitial"": ""air"", ""plate_coverage"": 0.8398429250245246, ""rows"": 1, ""tim_thickness_mm"": 1.871877445653081}, ""plate"": {""channel_diameter_mm"": 2.1162261594718337, ""flow_direction"": ""widthwise_y"", ""height_mm"": 8.0, ""inlet_face"": ""front"", ""layout"": ""serpentine"", ""length_mm"": 427.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.9209467023611069, ""outlet_face"": ""back"", ""parallel_paths"": 1, ""port_diameter_mm"": 2.1162261594718337, ""turns"": 6, ""width_mm"": 175.0}, ""runs"": [{""ambient_temperature_c"": 33.95466925576329, ""c_rate"": 0.2358290768163314, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.1423806649876, ""dynamic_viscosity_pa_s"": 0.0011456422800586, ""specific_heat_j_kgk"": 4188.753531402393, ""thermal_conductivity_w_mk"": 0.5882888637822822}, ""external_htc_w_m2k"": 7.3830893486738205, ""flow_lpm"": 0.1752847345311442, ""heat_w"": {""cells"": 26.32085655869784, ""interconnects"": 0.0491139921310917, ""total"": 26.36997055082893}, ""inlet_temperature_c"": 14.7333955221488, ""operation"": ""discharge"", ""soc"": 0.400823835702613, ""soh"": 0.9832229938358068}, {""ambient_temperature_c"": 39.287043660879135, ""c_rate"": 0.2701911038828147, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1036.68137004322, ""dynamic_viscosity_pa_s"": 0.0019684060115548, ""specific_heat_j_kgk"": 3727.849452219143, ""thermal_conductivity_w_mk"": 0.4679337135956858}, ""external_htc_w_m2k"": 4.7922806376591325, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 19.61061347953272, ""interconnects"": 0.1435768389450399, ""total"": 19.75419031847776}, ""inlet_temperature_c"": 23.282014750875533, ""operation"": ""discharge"", ""soc"": 0.1846831782255321, ""soh"": 0.8315899197012185}, {""ambient_temperature_c"": 33.916560327634215, ""c_rate"": 0.253573119151493, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1037.8339403945315, ""dynamic_viscosity_pa_s"": 0.0021332427002015, ""specific_heat_j_kgk"": 3719.7742804905984, ""thermal_conductivity_w_mk"": 0.4653788820402552}, ""external_htc_w_m2k"": 8.82204469665885, ""flow_lpm"": 0.1095458967277296, ""heat_w"": {""cells"": 17.875287547997196, ""interconnects"": 0.1027293516922069, ""total"": 17.978016899689404}, ""inlet_temperature_c"": 20.51895257640472, ""operation"": ""discharge"", ""soc"": 0.601288392394781, ""soh"": 0.7158453749492764}]}",,"{""dP_kPa"": {""X"": 23.750830137319063}, ""limits_C"": {""X"": 21.0}, ""peak_C"": {""X"": 20.469567871093773}, ""pressure"": {""X"": ""fail""}, ""pressure_limits_kPa"": {""X"": 19.2}, ""rise_K"": {""X"": 3.7330632800511694}, ""temperature"": {""X"": ""pass""}}","{""params"": {}, ""scorer"": ""duty_signoff""}","{""duty_modes"": [""controller_selected""], ""duty_regimes"": [""ambient_heated""], ""interstitial"": ""air"", ""pressure_signoff"": ""fail"", ""quick_right"": false, ""reference_right"": true, ""shown_runs"": 3, ""signoff"": ""pass"", ""training_format"": ""signoff_1d3r""}","{""answer_case_names"": [""case06523""], ""case_names"": [""case06526"", ""case06527"", ""case06524"", ""case06523""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case06523""], ""geometry_ids"": [""geom_f6164f81491168e3"", ""geom_f6164f81491168e3"", ""geom_f6164f81491168e3"", ""geom_f6164f81491168e3""], ""run_cases"": [""case06526"", ""case06527"", ""case06524""], ""solve_signatures"": 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ejb-training-0.1-train_val-signoff-00318-9c3fda,duty_signoff,single_turn,train_val,public_train,,"You are signing off a battery cold plate at one new duty from four completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 7 x EVE A41-class prismatic cell (116 Ah, LFP/graphite, 53.0 x 149 x 119 mm) in a rectangular grid of 1 row x 7 columns, 4.9 mm cell spacing; a 1.9 mm thermal-interface pad under each cell; open air between cells (natural convection and radiation to ambient). Cold plate: Aluminium headered serpentine plate, 427 x 175 x 8.00 mm; 1 serpentine circuit(s) with 6 turns each, fed from headers; channel diameter 2.12 mm, flow across the plate width (y); ports 2.12 mm on the front (inlet) and back (outlet) faces; minimum wall 1.9 mm. Completed runs 1: Coolant 30 wt% ethylene glycol / water at 23.3 °C inlet, 0.200 L/min (density 1037 kg/m³, cp 3728 J/kgK, viscosity 1.97 mPa·s). Ambient 39.3 °C, external heat-transfer coefficient 4.8 W/m²K on exposed surfaces. Load: discharge at 0.270C, SOC 18%, state of health 83%; total heat generation 19.8 W (19.6 W in cells, 0.144 W in terminals/interconnects, applied uniformly). Result: peak cell rise 11.2 K; cell spread 8.29 K; coolant rise 4.26 K; pressure drop 40.6 kPa 2: Coolant 30 wt% ethylene glycol / water at 20.5 °C inlet, 0.110 L/min (density 1038 kg/m³, cp 3720 J/kgK, viscosity 2.13 mPa·s). Ambient 33.9 °C, external heat-transfer coefficient 8.8 W/m²K on exposed surfaces. Load: discharge at 0.254C, SOC 60%, state of health 72%; total heat generation 18.0 W (17.9 W in cells, 0.103 W in terminals/interconnects, applied uniformly). Result: peak cell rise 10.9 K; cell spread 6.87 K; coolant rise 6.17 K; pressure drop 19.1 kPa 3: Coolant water at 14.7 °C inlet, 0.175 L/min (density 999.1 kg/m³, cp 4189 J/kgK, viscosity 1.15 mPa·s). Ambient 34.0 °C, external heat-transfer coefficient 7.4 W/m²K on exposed surfaces. Load: discharge at 0.236C, SOC 40%, state of health 98%; total heat generation 26.4 W (26.3 W in cells, 0.0491 W in terminals/interconnects, applied uniformly). Result: peak cell rise 13.8 K; cell spread 10.2 K; coolant rise 5.73 K; pressure drop 23.5 kPa 4: Coolant 30 wt% ethylene glycol / water at 14.5 °C inlet, 0.0932 L/min (density 1040 kg/m³, cp 3702 J/kgK, viscosity 2.57 mPa·s). Ambient 20.4 °C, external heat-transfer coefficient 8.1 W/m²K on exposed surfaces. Load: charge at 0.309C, SOC 86%, state of health 77%; total heat generation 9.63 W (8.99 W in cells, 0.644 W in terminals/interconnects, applied uniformly). Result: peak cell rise 5.11 K; cell spread 3.08 K; coolant rise 3.13 K; pressure drop 17.5 kPa Duties Duty X (peak cell limit 21.0 °C, pressure drop limit 26.3 kPa): Coolant water at 16.7 °C inlet, 0.181 L/min (density 998.8 kg/m³, cp 4187 J/kgK, viscosity 1.09 mPa·s). Ambient 22.1 °C, external heat-transfer coefficient 5.6 W/m²K on exposed surfaces. Load: charge at 0.322C, SOC 24%, state of health 93%; total heat generation 7.52 W (7.09 W in cells, 0.427 W in terminals/interconnects, applied uniformly). For each duty, say whether peak cell temperature stays at or below its limit and whether pressure drop stays at or below its limit. Scoring: The score is 1 only if every temperature and pressure verdict is correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""pressure"": ""object mapping \""X\"" to \""pass\"" or \""fail\"""", ""temperature"": ""object mapping \""X\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 22.053444674238563, ""c_rate"": 0.3219199676046494, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.8233704618608, ""dynamic_viscosity_pa_s"": 0.0010871427003876, ""specific_heat_j_kgk"": 4186.705680145626, ""thermal_conductivity_w_mk"": 0.5920866953823171}, ""external_htc_w_m2k"": 5.583312364295125, ""flow_lpm"": 0.1812263084956924, ""heat_w"": {""cells"": 7.09365000025379, ""interconnects"": 0.4271022691740786, ""total"": 7.520752269427868}, ""inlet_temperature_c"": 16.736504591042614, ""operation"": ""charge"", ""soc"": 0.2390441648196429, ""soh"": 0.9257304605096578}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 116.0, ""cell_count"": 7, ""cell_dimensions_mm"": {""height"": 119.0, ""length"": 53.0, ""width"": 148.6}, ""cell_family"": ""eve_a41_v2_1"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 4.897011287510395, ""chemistry"": ""LFP/graphite"", ""columns"": 7, ""interstitial"": ""air"", ""plate_coverage"": 0.8398429250245246, ""rows"": 1, ""tim_thickness_mm"": 1.871877445653081}, ""plate"": {""channel_diameter_mm"": 2.1162261594718337, ""flow_direction"": ""widthwise_y"", ""height_mm"": 8.0, ""inlet_face"": ""front"", ""layout"": ""serpentine"", ""length_mm"": 427.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.9209467023611069, ""outlet_face"": ""back"", ""parallel_paths"": 1, ""port_diameter_mm"": 2.1162261594718337, ""turns"": 6, ""width_mm"": 175.0}, ""runs"": [{""ambient_temperature_c"": 39.287043660879135, ""c_rate"": 0.2701911038828147, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1036.68137004322, ""dynamic_viscosity_pa_s"": 0.0019684060115548, ""specific_heat_j_kgk"": 3727.849452219143, ""thermal_conductivity_w_mk"": 0.4679337135956858}, ""external_htc_w_m2k"": 4.7922806376591325, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 19.61061347953272, ""interconnects"": 0.1435768389450399, ""total"": 19.75419031847776}, ""inlet_temperature_c"": 23.282014750875533, ""operation"": ""discharge"", ""soc"": 0.1846831782255321, ""soh"": 0.8315899197012185}, {""ambient_temperature_c"": 33.916560327634215, ""c_rate"": 0.253573119151493, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1037.8339403945315, ""dynamic_viscosity_pa_s"": 0.0021332427002015, ""specific_heat_j_kgk"": 3719.7742804905984, ""thermal_conductivity_w_mk"": 0.4653788820402552}, ""external_htc_w_m2k"": 8.82204469665885, ""flow_lpm"": 0.1095458967277296, ""heat_w"": {""cells"": 17.875287547997196, ""interconnects"": 0.1027293516922069, ""total"": 17.978016899689404}, ""inlet_temperature_c"": 20.51895257640472, ""operation"": ""discharge"", ""soc"": 0.601288392394781, ""soh"": 0.7158453749492764}, {""ambient_temperature_c"": 33.95466925576329, ""c_rate"": 0.2358290768163314, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.1423806649876, ""dynamic_viscosity_pa_s"": 0.0011456422800586, ""specific_heat_j_kgk"": 4188.753531402393, ""thermal_conductivity_w_mk"": 0.5882888637822822}, ""external_htc_w_m2k"": 7.3830893486738205, ""flow_lpm"": 0.1752847345311442, ""heat_w"": {""cells"": 26.32085655869784, ""interconnects"": 0.0491139921310917, ""total"": 26.36997055082893}, ""inlet_temperature_c"": 14.7333955221488, ""operation"": ""discharge"", ""soc"": 0.400823835702613, ""soh"": 0.9832229938358068}, {""ambient_temperature_c"": 20.350512517616153, ""c_rate"": 0.308912001444536, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1040.2052473072365, ""dynamic_viscosity_pa_s"": 0.0025725394407283, ""specific_heat_j_kgk"": 3701.869270826117, ""thermal_conductivity_w_mk"": 0.4597221595226035}, ""external_htc_w_m2k"": 8.073126090690494, ""flow_lpm"": 0.093230051226558, ""heat_w"": {""cells"": 8.98569759832411, ""interconnects"": 0.6437724490660927, ""total"": 9.629470047390203}, ""inlet_temperature_c"": 14.461898944924332, ""operation"": ""charge"", ""soc"": 0.8620151686482131, ""soh"": 0.7711452381685375}]}",,"{""dP_kPa"": {""X"": 23.750830137319063}, ""limits_C"": {""X"": 21.0}, ""peak_C"": {""X"": 20.469567871093773}, ""pressure"": {""X"": ""pass""}, ""pressure_limits_kPa"": {""X"": 26.3}, ""rise_K"": {""X"": 3.7330632800511694}, ""temperature"": {""X"": ""pass""}}","{""params"": {}, ""scorer"": ""duty_signoff""}","{""duty_modes"": [""controller_selected""], ""duty_regimes"": [""ambient_heated""], ""interstitial"": ""air"", ""pressure_signoff"": ""pass"", ""quick_right"": false, ""reference_right"": true, ""shown_runs"": 4, ""signoff"": ""pass"", ""training_format"": ""signoff_1d4r""}","{""answer_case_names"": [""case06523""], ""case_names"": [""case06527"", ""case06524"", ""case06526"", ""case06525"", ""case06523""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case06523""], ""geometry_ids"": [""geom_f6164f81491168e3"", ""geom_f6164f81491168e3"", ""geom_f6164f81491168e3"", ""geom_f6164f81491168e3"", ""geom_f6164f81491168e3""], ""run_cases"": [""case06527"", ""case06524"", ""case06526"", ""case06525""], ""solve_signatures"": 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ejb-training-0.1-train_val-signoff-00322-9f001e,duty_signoff,single_turn,train_val,public_train,,"You are signing off a battery cold plate at two new duties from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 7 x EVE A41-class prismatic cell (116 Ah, LFP/graphite, 53.0 x 149 x 119 mm) in a rectangular grid of 1 row x 7 columns, 4.9 mm cell spacing; a 1.9 mm thermal-interface pad under each cell; open air between cells (natural convection and radiation to ambient). Cold plate: Aluminium headered serpentine plate, 427 x 175 x 8.00 mm; 1 serpentine circuit(s) with 6 turns each, fed from headers; channel diameter 2.12 mm, flow across the plate width (y); ports 2.12 mm on the front (inlet) and back (outlet) faces; minimum wall 1.9 mm. Completed runs 1: Coolant water at 14.7 °C inlet, 0.175 L/min (density 999.1 kg/m³, cp 4189 J/kgK, viscosity 1.15 mPa·s). Ambient 34.0 °C, external heat-transfer coefficient 7.4 W/m²K on exposed surfaces. Load: discharge at 0.236C, SOC 40%, state of health 98%; total heat generation 26.4 W (26.3 W in cells, 0.0491 W in terminals/interconnects, applied uniformly). Result: peak cell rise 13.8 K; cell spread 10.2 K; coolant rise 5.73 K; pressure drop 23.5 kPa 2: Coolant water at 16.7 °C inlet, 0.181 L/min (density 998.8 kg/m³, cp 4187 J/kgK, viscosity 1.09 mPa·s). Ambient 22.1 °C, external heat-transfer coefficient 5.6 W/m²K on exposed surfaces. Load: charge at 0.322C, SOC 24%, state of health 93%; total heat generation 7.52 W (7.09 W in cells, 0.427 W in terminals/interconnects, applied uniformly). Result: peak cell rise 3.73 K; cell spread 2.79 K; coolant rise 1.47 K; pressure drop 23.8 kPa 3: Coolant 30 wt% ethylene glycol / water at 23.3 °C inlet, 0.200 L/min (density 1037 kg/m³, cp 3728 J/kgK, viscosity 1.97 mPa·s). Ambient 39.3 °C, external heat-transfer coefficient 4.8 W/m²K on exposed surfaces. Load: discharge at 0.270C, SOC 18%, state of health 83%; total heat generation 19.8 W (19.6 W in cells, 0.144 W in terminals/interconnects, applied uniformly). Result: peak cell rise 11.2 K; cell spread 8.29 K; coolant rise 4.26 K; pressure drop 40.6 kPa Duties Duty X (peak cell limit 30.0 °C, pressure drop limit 16.1 kPa): Coolant 30 wt% ethylene glycol / water at 20.5 °C inlet, 0.110 L/min (density 1038 kg/m³, cp 3720 J/kgK, viscosity 2.13 mPa·s). Ambient 33.9 °C, external heat-transfer coefficient 8.8 W/m²K on exposed surfaces. Load: discharge at 0.254C, SOC 60%, state of health 72%; total heat generation 18.0 W (17.9 W in cells, 0.103 W in terminals/interconnects, applied uniformly). Duty Y (peak cell limit 19.0 °C, pressure drop limit 15.1 kPa): Coolant 30 wt% ethylene glycol / water at 14.5 °C inlet, 0.0932 L/min (density 1040 kg/m³, cp 3702 J/kgK, viscosity 2.57 mPa·s). Ambient 20.4 °C, external heat-transfer coefficient 8.1 W/m²K on exposed surfaces. Load: charge at 0.309C, SOC 86%, state of health 77%; total heat generation 9.63 W (8.99 W in cells, 0.644 W in terminals/interconnects, applied uniformly). For each duty, say whether peak cell temperature stays at or below its limit and whether pressure drop stays at or below its limit. Scoring: The score is 1 only if every temperature and pressure verdict is correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""pressure"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\"""", ""temperature"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 33.916560327634215, ""c_rate"": 0.253573119151493, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1037.8339403945315, ""dynamic_viscosity_pa_s"": 0.0021332427002015, ""specific_heat_j_kgk"": 3719.7742804905984, ""thermal_conductivity_w_mk"": 0.4653788820402552}, ""external_htc_w_m2k"": 8.82204469665885, ""flow_lpm"": 0.1095458967277296, ""heat_w"": {""cells"": 17.875287547997196, ""interconnects"": 0.1027293516922069, ""total"": 17.978016899689404}, ""inlet_temperature_c"": 20.51895257640472, ""operation"": ""discharge"", ""soc"": 0.601288392394781, ""soh"": 0.7158453749492764}, {""ambient_temperature_c"": 20.350512517616153, ""c_rate"": 0.308912001444536, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1040.2052473072365, ""dynamic_viscosity_pa_s"": 0.0025725394407283, ""specific_heat_j_kgk"": 3701.869270826117, ""thermal_conductivity_w_mk"": 0.4597221595226035}, ""external_htc_w_m2k"": 8.073126090690494, ""flow_lpm"": 0.093230051226558, ""heat_w"": {""cells"": 8.98569759832411, ""interconnects"": 0.6437724490660927, ""total"": 9.629470047390203}, ""inlet_temperature_c"": 14.461898944924332, ""operation"": ""charge"", ""soc"": 0.8620151686482131, ""soh"": 0.7711452381685375}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 116.0, ""cell_count"": 7, ""cell_dimensions_mm"": {""height"": 119.0, ""length"": 53.0, ""width"": 148.6}, ""cell_family"": ""eve_a41_v2_1"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 4.897011287510395, ""chemistry"": ""LFP/graphite"", ""columns"": 7, ""interstitial"": ""air"", ""plate_coverage"": 0.8398429250245246, ""rows"": 1, ""tim_thickness_mm"": 1.871877445653081}, ""plate"": {""channel_diameter_mm"": 2.1162261594718337, ""flow_direction"": ""widthwise_y"", ""height_mm"": 8.0, ""inlet_face"": ""front"", ""layout"": ""serpentine"", ""length_mm"": 427.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.9209467023611069, ""outlet_face"": ""back"", ""parallel_paths"": 1, ""port_diameter_mm"": 2.1162261594718337, ""turns"": 6, ""width_mm"": 175.0}, ""runs"": [{""ambient_temperature_c"": 33.95466925576329, ""c_rate"": 0.2358290768163314, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.1423806649876, ""dynamic_viscosity_pa_s"": 0.0011456422800586, ""specific_heat_j_kgk"": 4188.753531402393, ""thermal_conductivity_w_mk"": 0.5882888637822822}, ""external_htc_w_m2k"": 7.3830893486738205, ""flow_lpm"": 0.1752847345311442, ""heat_w"": {""cells"": 26.32085655869784, ""interconnects"": 0.0491139921310917, ""total"": 26.36997055082893}, ""inlet_temperature_c"": 14.7333955221488, ""operation"": ""discharge"", ""soc"": 0.400823835702613, ""soh"": 0.9832229938358068}, {""ambient_temperature_c"": 22.053444674238563, ""c_rate"": 0.3219199676046494, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.8233704618608, ""dynamic_viscosity_pa_s"": 0.0010871427003876, ""specific_heat_j_kgk"": 4186.705680145626, ""thermal_conductivity_w_mk"": 0.5920866953823171}, ""external_htc_w_m2k"": 5.583312364295125, ""flow_lpm"": 0.1812263084956924, ""heat_w"": {""cells"": 7.09365000025379, ""interconnects"": 0.4271022691740786, ""total"": 7.520752269427868}, ""inlet_temperature_c"": 16.736504591042614, ""operation"": ""charge"", ""soc"": 0.2390441648196429, ""soh"": 0.9257304605096578}, {""ambient_temperature_c"": 39.287043660879135, ""c_rate"": 0.2701911038828147, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1036.68137004322, ""dynamic_viscosity_pa_s"": 0.0019684060115548, ""specific_heat_j_kgk"": 3727.849452219143, ""thermal_conductivity_w_mk"": 0.4679337135956858}, ""external_htc_w_m2k"": 4.7922806376591325, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 19.61061347953272, ""interconnects"": 0.1435768389450399, ""total"": 19.75419031847776}, ""inlet_temperature_c"": 23.282014750875533, ""operation"": ""discharge"", ""soc"": 0.1846831782255321, ""soh"": 0.8315899197012185}]}",,"{""dP_kPa"": {""X"": 19.083070960915762, ""Y"": 17.49449227951614}, ""limits_C"": {""X"": 30.0, ""Y"": 19.0}, ""peak_C"": {""X"": 31.402368164062523, ""Y"": 19.567498779296898}, ""pressure"": {""X"": ""fail"", ""Y"": ""fail""}, ""pressure_limits_kPa"": {""X"": 16.1, ""Y"": 15.1}, ""rise_K"": {""X"": 10.883415587657794, ""Y"": 5.105599834372583}, ""temperature"": {""X"": ""fail"", ""Y"": ""fail""}}","{""params"": {}, ""scorer"": ""duty_signoff""}","{""duty_modes"": [""controller_selected"", ""controller_selected""], ""duty_regimes"": [""ambient_heated"", ""mixed""], ""interstitial"": ""air"", ""pressure_signoff"": ""fail_fail"", ""quick_right"": false, ""reference_right"": true, ""shown_runs"": 3, ""signoff"": ""fail_fail"", ""training_format"": ""signoff_2d3r""}","{""answer_case_names"": [""case06524"", ""case06525""], ""case_names"": [""case06526"", ""case06523"", ""case06527"", ""case06524"", ""case06525""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case06524"", ""case06525""], ""geometry_ids"": [""geom_f6164f81491168e3"", ""geom_f6164f81491168e3"", ""geom_f6164f81491168e3"", ""geom_f6164f81491168e3"", ""geom_f6164f81491168e3""], ""run_cases"": [""case06526"", ""case06523"", ""case06527""], ""solve_signatures"": 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ejb-training-0.1-train_val-campaign-00323-c21d8e,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The five planned test points are listed below. Six result sheets came back from the rig, but their labels were lost and some entries are illegible. Five belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 32 x EVE A41-class prismatic cell (116 Ah, LFP/graphite, 53.0 x 149 x 119 mm) in a rectangular grid of 4 rows x 8 columns, 1.6 mm cell spacing; a 1.8 mm thermal-interface pad under each cell; open air between cells (natural convection and radiation to ambient). Cold plate: Aluminium centre-fed parallel-channel plate, 488 x 624 x 34.2 mm; 20 parallel round channels fed by a bifurcating centre manifold; channel diameter 7.65 mm, flow across the plate width (y); ports 24.9 mm on the front (inlet) and back (outlet) faces; minimum wall 1.6 mm. Planned test points 1: Coolant 30 wt% ethylene glycol / water at 13.7 °C inlet, 0.500 L/min (density 1040 kg/m³, cp 3700 J/kgK, viscosity 2.63 mPa·s). Ambient 30.9 °C, external heat-transfer coefficient 12 W/m²K on exposed surfaces. Load: charge at 0.252C, SOC 93%, state of health 84%; total heat generation 20.7 W (20.1 W in cells, 0.571 W in terminals/interconnects, applied uniformly). 2: Coolant water at 13.6 °C inlet, 0.575 L/min (density 999.3 kg/m³, cp 4190 J/kgK, viscosity 1.18 mPa·s). Ambient 24.5 °C, external heat-transfer coefficient 6.6 W/m²K on exposed surfaces. Load: discharge at 0.274C, SOC 35%, state of health 89%; total heat generation 153 W (152 W in cells, 1.69 W in terminals/interconnects, applied uniformly). 3: Coolant 50 wt% ethylene glycol / water at 13.8 °C inlet, 0.500 L/min (density 1068 kg/m³, cp 3279 J/kgK, viscosity 4.57 mPa·s). Ambient 13.0 °C, external heat-transfer coefficient 9.4 W/m²K on exposed surfaces. Load: discharge at 0.213C, SOC 78%, state of health 99%; total heat generation 38.9 W (38.2 W in cells, 0.670 W in terminals/interconnects, applied uniformly). 4: Coolant water at 22.1 °C inlet, 0.500 L/min (density 997.7 kg/m³, cp 4183 J/kgK, viscosity 0.952 mPa·s). Ambient 38.6 °C, external heat-transfer coefficient 6.1 W/m²K on exposed surfaces. Load: charge at 0.236C, SOC 28%, state of health 91%; total heat generation 9.24 W (9.04 W in cells, 0.199 W in terminals/interconnects, applied uniformly). 5: Coolant 50 wt% ethylene glycol / water at 10.0 °C inlet, 0.683 L/min (density 1070 kg/m³, cp 3258 J/kgK, viscosity 5.26 mPa·s). Ambient 18.1 °C, external heat-transfer coefficient 10 W/m²K on exposed surfaces. Load: discharge at 0.259C, SOC 53%, state of health 80%; total heat generation 129 W (126 W in cells, 2.96 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 10.6 K; cell spread 8.26 K; coolant rise illegible; pressure drop 0.00328 kPa B peak cell rise 1.33 K; cell spread 0.856 K; coolant rise 0.649 K; pressure drop illegible C peak cell rise 11.8 K; cell spread 8.40 K; coolant rise 5.13 K; pressure drop 0.00774 kPa D peak cell rise 13.3 K; cell spread 10.4 K; coolant rise 5.61 K; pressure drop 0.00973 kPa E peak cell rise 8.49 K; cell spread 5.28 K; coolant rise 3.91 K; pressure drop illegible F peak cell rise 10.4 K; cell spread 7.31 K; coolant rise illegible; pressure drop 0.00461 kPa Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 36.5 °C): Coolant 50 wt% ethylene glycol / water at 26.6 °C inlet, 0.500 L/min (density 1061 kg/m³, cp 3346 J/kgK, viscosity 3.01 mPa·s). Ambient 38.8 °C, external heat-transfer coefficient 8.9 W/m²K on exposed surfaces. Load: charge at 0.317C, SOC 71%, state of health 95%; total heat generation 16.4 W (14.3 W in cells, 2.12 W in terminals/interconnects, applied uniformly). Duty Y (limit 19.0 °C): Coolant 30 wt% ethylene glycol / water at 16.4 °C inlet, 13.9 L/min (density 1039 kg/m³, cp 3708 J/kgK, viscosity 2.42 mPa·s). Ambient 14.5 °C, external heat-transfer coefficient 4.0 W/m²K on exposed surfaces. Load: discharge at 0.226C, SOC 10%, state of health 76%; total heat generation 81.2 W (78.1 W in cells, 3.08 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""5\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 38.818247322924435, ""c_rate"": 0.3167937684879597, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1061.2975375182104, ""dynamic_viscosity_pa_s"": 0.0030053883411112, ""specific_heat_j_kgk"": 3346.4912612975786, ""thermal_conductivity_w_mk"": 0.3932646340580448}, ""external_htc_w_m2k"": 8.918275917880237, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 14.2887174179967, ""interconnects"": 2.115975684408177, ""total"": 16.404693102404877}, ""inlet_temperature_c"": 26.639482681639493, ""operation"": ""charge"", ""soc"": 0.7081359839532524, ""soh"": 0.951196382753551}, {""ambient_temperature_c"": 14.51703698374331, ""c_rate"": 0.2256724576228345, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1039.4615277228163, ""dynamic_viscosity_pa_s"": 0.0024172077023414, ""specific_heat_j_kgk"": 3707.69282763578, ""thermal_conductivity_w_mk"": 0.4615608893124918}, ""external_htc_w_m2k"": 3.994292979128659, ""flow_lpm"": 13.883164001381507, ""heat_w"": {""cells"": 78.12002935689459, ""interconnects"": 3.0768539179680197, ""total"": 81.19688327486261}, ""inlet_temperature_c"": 16.421879952192775, ""operation"": ""discharge"", ""soc"": 0.1009542839601636, ""soh"": 0.7585386948660016}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 116.0, ""cell_count"": 32, ""cell_dimensions_mm"": {""height"": 119.0, ""length"": 53.0, ""width"": 148.6}, ""cell_family"": ""eve_a41_v2_1"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 1.615899570286274, ""chemistry"": ""LFP/graphite"", ""columns"": 8, ""interstitial"": ""air"", ""plate_coverage"": 0.8705483560335276, ""rows"": 4, ""tim_thickness_mm"": 1.7690944803878663}, ""planned_points"": [{""ambient_temperature_c"": 30.87961932644248, ""c_rate"": 0.2524776294788068, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1040.4760202503285, ""dynamic_viscosity_pa_s"": 0.0026339338941255, ""specific_heat_j_kgk"": 3699.696359873308, ""thermal_conductivity_w_mk"": 0.4590363293538676}, ""external_htc_w_m2k"": 11.56913540046662, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 20.129054711778956, ""interconnects"": 0.5710604581594884, ""total"": 20.70011516993845}, ""inlet_temperature_c"": 13.732962024733892, ""operation"": ""charge"", ""soc"": 0.9345685712527484, ""soh"": 0.8426027276553213}, {""ambient_temperature_c"": 24.497509011998773, ""c_rate"": 0.2744348924291698, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.2978413205052, ""dynamic_viscosity_pa_s"": 0.0011800490078863, ""specific_heat_j_kgk"": 4190.0362474015365, ""thermal_conductivity_w_mk"": 0.5861421525900246}, ""external_htc_w_m2k"": 6.6488440269604325, ""flow_lpm"": 0.5753549329741359, ""heat_w"": {""cells"": 151.5058543578788, ""interconnects"": 1.6860890100370405, ""total"": 153.19194336791583}, ""inlet_temperature_c"": 13.630418754182756, ""operation"": ""discharge"", ""soc"": 0.353022828977555, ""soh"": 0.8852723446674644}, {""ambient_temperature_c"": 13.030842123553157, ""c_rate"": 0.2127886939840974, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1068.1539145554182, ""dynamic_viscosity_pa_s"": 0.0045713755232043, ""specific_heat_j_kgk"": 3278.891430419703, ""thermal_conductivity_w_mk"": 0.3852945347170772}, ""external_htc_w_m2k"": 9.417700261808932, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 38.21574045817123, ""interconnects"": 0.6698352264856763, ""total"": 38.88557568465691}, ""inlet_temperature_c"": 13.7748898543351, ""operation"": ""discharge"", ""soc"": 0.7777786176651715, ""soh"": 0.9916277153417468}, {""ambient_temperature_c"": 38.60345202498138, ""c_rate"": 0.2362045057114931, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 997.7463819567422, ""dynamic_viscosity_pa_s"": 0.0009516999662557, ""specific_heat_j_kgk"": 4182.715546849179, ""thermal_conductivity_w_mk"": 0.6016975187920277}, ""external_htc_w_m2k"": 6.145792490802705, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 9.037659287782525, ""interconnects"": 0.1989527326244078, ""total"": 9.23661202040693}, ""inlet_temperature_c"": 22.11905758461661, ""operation"": ""charge"", ""soc"": 0.2832674616482108, ""soh"": 0.9069502440281212}, {""ambient_temperature_c"": 18.071827767416835, ""c_rate"": 0.2587599660302853, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1070.0207420473778, ""dynamic_viscosity_pa_s"": 0.0052564491635579, ""specific_heat_j_kgk"": 3258.4124392252093, ""thermal_conductivity_w_mk"": 0.3829629742200225}, ""external_htc_w_m2k"": 10.20901304204017, ""flow_lpm"": 0.6827102608206267, ""heat_w"": {""cells"": 126.0012549280111, ""interconnects"": 2.955164745895694, ""total"": 128.9564196739068}, ""inlet_temperature_c"": 10.000293447691831, ""operation"": ""discharge"", ""soc"": 0.5261972603388131, ""soh"": 0.802180550340563}], ""plate"": {""channel_diameter_mm"": 7.650491407756459, ""flow_direction"": ""widthwise_y"", ""height_mm"": 34.25, ""inlet_face"": ""front"", ""layout"": ""parallel"", ""length_mm"": 488.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.5580101422965529, ""outlet_face"": ""back"", ""parallel_paths"": 20, ""port_diameter_mm"": 24.921456274767785, ""turns"": 0, ""width_mm"": 624.0}}",,"{""limits_C"": {""X"": 36.5, ""Y"": 19.0}, ""links"": {""1"": ""C"", ""2"": ""F"", ""3"": ""B"", ""4"": ""A"", ""5"": ""E""}, ""misfiled"": ""D"", ""peak_C"": {""X"": 35.18804321289065, ""Y"": 18.130364990234398}, ""rise_K"": {""X"": 8.548560531251155, ""Y"": 1.7084850380416015}, ""signoff"": {""X"": ""pass"", ""Y"": ""pass""}}","{""params"": {}, ""scorer"": ""campaign""}","{""duty_modes"": [""thermal_stress_tail"", ""hydraulic_exploration""], ""duty_regimes"": [""ambient_heated"", ""ambient_cooled""], ""fit_clearance_scales"": [1.68, 13.77], ""interstitial"": ""air"", ""non_controller_duties"": 2, ""profile"": ""training"", ""signoff"": ""pass_pass"", ""stray_state"": ""whole"", ""training_format"": ""campaign_5p"", ""trap_duties"": 0, ""uniqueness_ratio"": 1.108}","{""answer_case_names"": [""case02198"", ""case02197"", ""case02194"", ""case02196"", ""case02195"", ""case02199"", ""case02200"", ""case02759""], ""case_names"": [""case02198"", ""case02197"", ""case02194"", ""case02196"", ""case02195"", ""case02199"", ""case02200"", ""case02759""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case02199"", ""case02200""], ""geometry_ids"": [""geom_7fbe6d1334747e75"", ""geom_7fbe6d1334747e75"", ""geom_7fbe6d1334747e75"", ""geom_7fbe6d1334747e75"", ""geom_7fbe6d1334747e75"", ""geom_7fbe6d1334747e75"", ""geom_7fbe6d1334747e75"", ""geom_401b58e995134733""], ""point_cases"": [""case02198"", ""case02197"", ""case02194"", ""case02196"", ""case02195""], ""solve_signatures"": [""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+cht-bounded-flow-progress-v1+cht-solid-topology-reuse-v1+cht-secondary-accuracy-recovery-v1+cht-secondary-failure-evidence-v1+cht-sibling-flow-initial-guess-v1+cht-certified-cfl-gate-v1+cht-hydraulic-envelope-explicit-v1+cht-cfl-edge-memory-v1+cht-stationary-plateau-acceptance-v1+cht-sfd-float64-v1+cht-sibling-thermal-initial-guess-v1+cht-pressure-endgame-v1+cht-buoyant-spinup-fail-fast-v1+cht-period-two-cfl-guard-v1+cht-growth-endgame-v1+cht-secondary-screening-v1+cht-secondary-screening-secant-v1+cht-period-two-regrowth-gate-v1+cht-endgame-dose-ladder-v1+cht-endgame-momentum-sfd-v1+cht-secondary-endgame-v1+cht-endgame-pseudo-time-leg-v1+cht-secondary-stall-recovery-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-clos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""stray_case"": ""case02759""}" ejb-training-0.1-train_val-campaign-00324-ed4017,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The five planned test points are listed below. Six result sheets came back from the rig, but their labels were lost and some entries are illegible. Five belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 32 x EVE A41-class prismatic cell (116 Ah, LFP/graphite, 53.0 x 149 x 119 mm) in a rectangular grid of 4 rows x 8 columns, 1.6 mm cell spacing; a 1.8 mm thermal-interface pad under each cell; open air between cells (natural convection and radiation to ambient). Cold plate: Aluminium centre-fed parallel-channel plate, 488 x 624 x 34.2 mm; 20 parallel round channels fed by a bifurcating centre manifold; channel diameter 7.65 mm, flow across the plate width (y); ports 24.9 mm on the front (inlet) and back (outlet) faces; minimum wall 1.6 mm. Planned test points 1: Coolant water at 13.6 °C inlet, 0.575 L/min (density 999.3 kg/m³, cp 4190 J/kgK, viscosity 1.18 mPa·s). Ambient 24.5 °C, external heat-transfer coefficient 6.6 W/m²K on exposed surfaces. Load: discharge at 0.274C, SOC 35%, state of health 89%; total heat generation 153 W (152 W in cells, 1.69 W in terminals/interconnects, applied uniformly). 2: Coolant water at 14.5 °C inlet, 0.500 L/min (density 999.2 kg/m³, cp 4189 J/kgK, viscosity 1.15 mPa·s). Ambient 29.8 °C, external heat-transfer coefficient 4.2 W/m²K on exposed surfaces. Load: charge at 0.296C, SOC 51%, state of health 74%; total heat generation 20.1 W (19.3 W in cells, 0.810 W in terminals/interconnects, applied uniformly). 3: Coolant 30 wt% ethylene glycol / water at 13.7 °C inlet, 0.500 L/min (density 1040 kg/m³, cp 3700 J/kgK, viscosity 2.63 mPa·s). Ambient 30.9 °C, external heat-transfer coefficient 12 W/m²K on exposed surfaces. Load: charge at 0.252C, SOC 93%, state of health 84%; total heat generation 20.7 W (20.1 W in cells, 0.571 W in terminals/interconnects, applied uniformly). 4: Coolant 50 wt% ethylene glycol / water at 13.8 °C inlet, 0.500 L/min (density 1068 kg/m³, cp 3279 J/kgK, viscosity 4.57 mPa·s). Ambient 13.0 °C, external heat-transfer coefficient 9.4 W/m²K on exposed surfaces. Load: discharge at 0.213C, SOC 78%, state of health 99%; total heat generation 38.9 W (38.2 W in cells, 0.670 W in terminals/interconnects, applied uniformly). 5: Coolant 50 wt% ethylene glycol / water at 10.0 °C inlet, 0.683 L/min (density 1070 kg/m³, cp 3258 J/kgK, viscosity 5.26 mPa·s). Ambient 18.1 °C, external heat-transfer coefficient 10 W/m²K on exposed surfaces. Load: discharge at 0.259C, SOC 53%, state of health 80%; total heat generation 129 W (126 W in cells, 2.96 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 10.4 K; cell spread 7.31 K; coolant rise illegible; pressure drop 0.00461 kPa B peak cell rise 9.88 K; cell spread 7.67 K; coolant rise illegible; pressure drop 0.00383 kPa C peak cell rise 13.3 K; cell spread 10.4 K; coolant rise 5.61 K; pressure drop 0.00973 kPa D peak cell rise 11.8 K; cell spread 8.40 K; coolant rise 5.13 K; pressure drop 0.00774 kPa E peak cell rise 1.33 K; cell spread 0.856 K; coolant rise 0.649 K; pressure drop illegible F peak cell rise 8.49 K; cell spread 5.28 K; coolant rise 3.91 K; pressure drop illegible Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 34.0 °C): Coolant 50 wt% ethylene glycol / water at 26.6 °C inlet, 0.500 L/min (density 1061 kg/m³, cp 3346 J/kgK, viscosity 3.01 mPa·s). Ambient 38.8 °C, external heat-transfer coefficient 8.9 W/m²K on exposed surfaces. Load: charge at 0.317C, SOC 71%, state of health 95%; total heat generation 16.4 W (14.3 W in cells, 2.12 W in terminals/interconnects, applied uniformly). Duty Y (limit 19.0 °C): Coolant 30 wt% ethylene glycol / water at 16.4 °C inlet, 13.9 L/min (density 1039 kg/m³, cp 3708 J/kgK, viscosity 2.42 mPa·s). Ambient 14.5 °C, external heat-transfer coefficient 4.0 W/m²K on exposed surfaces. Load: discharge at 0.226C, SOC 10%, state of health 76%; total heat generation 81.2 W (78.1 W in cells, 3.08 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""5\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 38.818247322924435, ""c_rate"": 0.3167937684879597, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1061.2975375182104, ""dynamic_viscosity_pa_s"": 0.0030053883411112, ""specific_heat_j_kgk"": 3346.4912612975786, ""thermal_conductivity_w_mk"": 0.3932646340580448}, ""external_htc_w_m2k"": 8.918275917880237, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 14.2887174179967, ""interconnects"": 2.115975684408177, ""total"": 16.404693102404877}, ""inlet_temperature_c"": 26.639482681639493, ""operation"": ""charge"", ""soc"": 0.7081359839532524, ""soh"": 0.951196382753551}, {""ambient_temperature_c"": 14.51703698374331, ""c_rate"": 0.2256724576228345, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1039.4615277228163, ""dynamic_viscosity_pa_s"": 0.0024172077023414, ""specific_heat_j_kgk"": 3707.69282763578, ""thermal_conductivity_w_mk"": 0.4615608893124918}, ""external_htc_w_m2k"": 3.994292979128659, ""flow_lpm"": 13.883164001381507, ""heat_w"": {""cells"": 78.12002935689459, ""interconnects"": 3.0768539179680197, ""total"": 81.19688327486261}, ""inlet_temperature_c"": 16.421879952192775, ""operation"": ""discharge"", ""soc"": 0.1009542839601636, ""soh"": 0.7585386948660016}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 116.0, ""cell_count"": 32, ""cell_dimensions_mm"": {""height"": 119.0, ""length"": 53.0, ""width"": 148.6}, ""cell_family"": ""eve_a41_v2_1"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 1.615899570286274, ""chemistry"": ""LFP/graphite"", ""columns"": 8, ""interstitial"": ""air"", ""plate_coverage"": 0.8705483560335276, ""rows"": 4, ""tim_thickness_mm"": 1.7690944803878663}, ""planned_points"": [{""ambient_temperature_c"": 24.497509011998773, ""c_rate"": 0.2744348924291698, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.2978413205052, ""dynamic_viscosity_pa_s"": 0.0011800490078863, ""specific_heat_j_kgk"": 4190.0362474015365, ""thermal_conductivity_w_mk"": 0.5861421525900246}, ""external_htc_w_m2k"": 6.6488440269604325, ""flow_lpm"": 0.5753549329741359, ""heat_w"": {""cells"": 151.5058543578788, ""interconnects"": 1.6860890100370405, ""total"": 153.19194336791583}, ""inlet_temperature_c"": 13.630418754182756, ""operation"": ""discharge"", ""soc"": 0.353022828977555, ""soh"": 0.8852723446674644}, {""ambient_temperature_c"": 29.82340800575912, ""c_rate"": 0.296366594380529, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.1778392501318, ""dynamic_viscosity_pa_s"": 0.0011530730517811, ""specific_heat_j_kgk"": 4189.025857172626, ""thermal_conductivity_w_mk"": 0.5878199869250651}, ""external_htc_w_m2k"": 4.229488159529865, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 19.30548676291619, ""interconnects"": 0.8098407384099435, ""total"": 20.11532750132613}, ""inlet_temperature_c"": 14.490709761157632, ""operation"": ""charge"", ""soc"": 0.5094349720049649, ""soh"": 0.7368516402319073}, {""ambient_temperature_c"": 30.87961932644248, ""c_rate"": 0.2524776294788068, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1040.4760202503285, ""dynamic_viscosity_pa_s"": 0.0026339338941255, ""specific_heat_j_kgk"": 3699.696359873308, ""thermal_conductivity_w_mk"": 0.4590363293538676}, ""external_htc_w_m2k"": 11.56913540046662, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 20.129054711778956, ""interconnects"": 0.5710604581594884, ""total"": 20.70011516993845}, ""inlet_temperature_c"": 13.732962024733892, ""operation"": ""charge"", ""soc"": 0.9345685712527484, ""soh"": 0.8426027276553213}, {""ambient_temperature_c"": 13.030842123553157, ""c_rate"": 0.2127886939840974, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1068.1539145554182, ""dynamic_viscosity_pa_s"": 0.0045713755232043, ""specific_heat_j_kgk"": 3278.891430419703, ""thermal_conductivity_w_mk"": 0.3852945347170772}, ""external_htc_w_m2k"": 9.417700261808932, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 38.21574045817123, ""interconnects"": 0.6698352264856763, ""total"": 38.88557568465691}, ""inlet_temperature_c"": 13.7748898543351, ""operation"": ""discharge"", ""soc"": 0.7777786176651715, ""soh"": 0.9916277153417468}, {""ambient_temperature_c"": 18.071827767416835, ""c_rate"": 0.2587599660302853, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1070.0207420473778, ""dynamic_viscosity_pa_s"": 0.0052564491635579, ""specific_heat_j_kgk"": 3258.4124392252093, ""thermal_conductivity_w_mk"": 0.3829629742200225}, ""external_htc_w_m2k"": 10.20901304204017, ""flow_lpm"": 0.6827102608206267, ""heat_w"": {""cells"": 126.0012549280111, ""interconnects"": 2.955164745895694, ""total"": 128.9564196739068}, ""inlet_temperature_c"": 10.000293447691831, ""operation"": ""discharge"", ""soc"": 0.5261972603388131, ""soh"": 0.802180550340563}], ""plate"": {""channel_diameter_mm"": 7.650491407756459, ""flow_direction"": ""widthwise_y"", ""height_mm"": 34.25, ""inlet_face"": ""front"", ""layout"": ""parallel"", ""length_mm"": 488.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.5580101422965529, ""outlet_face"": ""back"", ""parallel_paths"": 20, ""port_diameter_mm"": 24.921456274767785, ""turns"": 0, ""width_mm"": 624.0}}",,"{""limits_C"": {""X"": 34.0, ""Y"": 19.0}, ""links"": {""1"": ""A"", ""2"": ""B"", ""3"": ""D"", ""4"": ""E"", ""5"": ""F""}, ""misfiled"": ""C"", ""peak_C"": {""X"": 35.18804321289065, ""Y"": 18.130364990234398}, ""rise_K"": {""X"": 8.548560531251155, ""Y"": 1.7084850380416015}, ""signoff"": {""X"": ""fail"", ""Y"": ""pass""}}","{""params"": {}, ""scorer"": ""campaign""}","{""duty_modes"": [""thermal_stress_tail"", ""hydraulic_exploration""], ""duty_regimes"": [""ambient_heated"", ""ambient_cooled""], ""fit_clearance_scales"": [1.11, 13.35], ""interstitial"": ""air"", ""non_controller_duties"": 2, ""profile"": ""training"", ""signoff"": ""fail_pass"", ""stray_state"": ""whole"", ""training_format"": ""campaign_5p"", ""trap_duties"": 0, ""uniqueness_ratio"": 1.092}","{""answer_case_names"": [""case02197"", ""case02193"", ""case02198"", ""case02194"", ""case02195"", ""case02199"", ""case02200"", ""case02759""], ""case_names"": [""case02197"", ""case02193"", ""case02198"", ""case02194"", ""case02195"", ""case02199"", ""case02200"", ""case02759""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case02199"", ""case02200""], ""geometry_ids"": [""geom_7fbe6d1334747e75"", ""geom_7fbe6d1334747e75"", ""geom_7fbe6d1334747e75"", ""geom_7fbe6d1334747e75"", ""geom_7fbe6d1334747e75"", ""geom_7fbe6d1334747e75"", ""geom_7fbe6d1334747e75"", ""geom_401b58e995134733""], ""point_cases"": [""case02197"", ""case02193"", ""case02198"", ""case02194"", ""case02195""], ""solve_signatures"": [""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+cht-bounded-flow-progress-v1+cht-solid-topology-reuse-v1+cht-secondary-accuracy-recovery-v1+cht-secondary-failure-evidence-v1+cht-sibling-flow-initial-guess-v1+cht-certified-cfl-gate-v1+cht-hydraulic-envelope-explicit-v1+cht-cfl-edge-memory-v1+cht-stationary-plateau-acceptance-v1+cht-sfd-float64-v1+cht-sibling-thermal-initial-guess-v1+cht-pressure-endgame-v1+cht-buoyant-spinup-fail-fast-v1+cht-period-two-cfl-guard-v1+cht-growth-endgame-v1+cht-secondary-screening-v1+cht-secondary-screening-secant-v1+cht-period-two-regrowth-gate-v1+cht-endgame-dose-ladder-v1+cht-endgame-momentum-sfd-v1+cht-secondary-endgame-v1+cht-endgame-pseudo-time-leg-v1+cht-secondary-stall-recovery-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-clos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""stray_case"": ""case02759""}" ejb-training-0.1-train_val-campaign-00325-e34153,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The four planned test points are listed below. Five result sheets came back from the rig, but their labels were lost and some entries are illegible. Four belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 32 x EVE A41-class prismatic cell (116 Ah, LFP/graphite, 53.0 x 149 x 119 mm) in a rectangular grid of 4 rows x 8 columns, 1.6 mm cell spacing; a 1.8 mm thermal-interface pad under each cell; open air between cells (natural convection and radiation to ambient). Cold plate: Aluminium centre-fed parallel-channel plate, 488 x 624 x 34.2 mm; 20 parallel round channels fed by a bifurcating centre manifold; channel diameter 7.65 mm, flow across the plate width (y); ports 24.9 mm on the front (inlet) and back (outlet) faces; minimum wall 1.6 mm. Planned test points 1: Coolant 30 wt% ethylene glycol / water at 13.7 °C inlet, 0.500 L/min (density 1040 kg/m³, cp 3700 J/kgK, viscosity 2.63 mPa·s). Ambient 30.9 °C, external heat-transfer coefficient 12 W/m²K on exposed surfaces. Load: charge at 0.252C, SOC 93%, state of health 84%; total heat generation 20.7 W (20.1 W in cells, 0.571 W in terminals/interconnects, applied uniformly). 2: Coolant water at 22.1 °C inlet, 0.500 L/min (density 997.7 kg/m³, cp 4183 J/kgK, viscosity 0.952 mPa·s). Ambient 38.6 °C, external heat-transfer coefficient 6.1 W/m²K on exposed surfaces. Load: charge at 0.236C, SOC 28%, state of health 91%; total heat generation 9.24 W (9.04 W in cells, 0.199 W in terminals/interconnects, applied uniformly). 3: Coolant 50 wt% ethylene glycol / water at 13.8 °C inlet, 0.500 L/min (density 1068 kg/m³, cp 3279 J/kgK, viscosity 4.57 mPa·s). Ambient 13.0 °C, external heat-transfer coefficient 9.4 W/m²K on exposed surfaces. Load: discharge at 0.213C, SOC 78%, state of health 99%; total heat generation 38.9 W (38.2 W in cells, 0.670 W in terminals/interconnects, applied uniformly). 4: Coolant water at 13.6 °C inlet, 0.575 L/min (density 999.3 kg/m³, cp 4190 J/kgK, viscosity 1.18 mPa·s). Ambient 24.5 °C, external heat-transfer coefficient 6.6 W/m²K on exposed surfaces. Load: discharge at 0.274C, SOC 35%, state of health 89%; total heat generation 153 W (152 W in cells, 1.69 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 10.4 K; cell spread 7.31 K; coolant rise 4.91 K; pressure drop illegible B peak cell rise 10.6 K; cell spread 8.26 K; coolant rise 4.02 K; pressure drop illegible C peak cell rise 13.3 K; cell spread 10.4 K; coolant rise illegible; pressure drop 0.00973 kPa D peak cell rise 11.8 K; cell spread 8.40 K; coolant rise illegible; pressure drop 0.00774 kPa E peak cell rise 1.33 K; cell spread 0.856 K; coolant rise 0.649 K; pressure drop 0.0127 kPa Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 19.0 °C): Coolant 30 wt% ethylene glycol / water at 16.4 °C inlet, 13.9 L/min (density 1039 kg/m³, cp 3708 J/kgK, viscosity 2.42 mPa·s). Ambient 14.5 °C, external heat-transfer coefficient 4.0 W/m²K on exposed surfaces. Load: discharge at 0.226C, SOC 10%, state of health 76%; total heat generation 81.2 W (78.1 W in cells, 3.08 W in terminals/interconnects, applied uniformly). Duty Y (limit 36.5 °C): Coolant 50 wt% ethylene glycol / water at 26.6 °C inlet, 0.500 L/min (density 1061 kg/m³, cp 3346 J/kgK, viscosity 3.01 mPa·s). Ambient 38.8 °C, external heat-transfer coefficient 8.9 W/m²K on exposed surfaces. Load: charge at 0.317C, SOC 71%, state of health 95%; total heat generation 16.4 W (14.3 W in cells, 2.12 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""4\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 14.51703698374331, ""c_rate"": 0.2256724576228345, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1039.4615277228163, ""dynamic_viscosity_pa_s"": 0.0024172077023414, ""specific_heat_j_kgk"": 3707.69282763578, ""thermal_conductivity_w_mk"": 0.4615608893124918}, ""external_htc_w_m2k"": 3.994292979128659, ""flow_lpm"": 13.883164001381507, ""heat_w"": {""cells"": 78.12002935689459, ""interconnects"": 3.0768539179680197, ""total"": 81.19688327486261}, ""inlet_temperature_c"": 16.421879952192775, ""operation"": ""discharge"", ""soc"": 0.1009542839601636, ""soh"": 0.7585386948660016}, {""ambient_temperature_c"": 38.818247322924435, ""c_rate"": 0.3167937684879597, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1061.2975375182104, ""dynamic_viscosity_pa_s"": 0.0030053883411112, ""specific_heat_j_kgk"": 3346.4912612975786, ""thermal_conductivity_w_mk"": 0.3932646340580448}, ""external_htc_w_m2k"": 8.918275917880237, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 14.2887174179967, ""interconnects"": 2.115975684408177, ""total"": 16.404693102404877}, ""inlet_temperature_c"": 26.639482681639493, ""operation"": ""charge"", ""soc"": 0.7081359839532524, ""soh"": 0.951196382753551}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 116.0, ""cell_count"": 32, ""cell_dimensions_mm"": {""height"": 119.0, ""length"": 53.0, ""width"": 148.6}, ""cell_family"": ""eve_a41_v2_1"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 1.615899570286274, ""chemistry"": ""LFP/graphite"", ""columns"": 8, ""interstitial"": ""air"", ""plate_coverage"": 0.8705483560335276, ""rows"": 4, ""tim_thickness_mm"": 1.7690944803878663}, ""planned_points"": [{""ambient_temperature_c"": 30.87961932644248, ""c_rate"": 0.2524776294788068, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1040.4760202503285, ""dynamic_viscosity_pa_s"": 0.0026339338941255, ""specific_heat_j_kgk"": 3699.696359873308, ""thermal_conductivity_w_mk"": 0.4590363293538676}, ""external_htc_w_m2k"": 11.56913540046662, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 20.129054711778956, ""interconnects"": 0.5710604581594884, ""total"": 20.70011516993845}, ""inlet_temperature_c"": 13.732962024733892, ""operation"": ""charge"", ""soc"": 0.9345685712527484, ""soh"": 0.8426027276553213}, {""ambient_temperature_c"": 38.60345202498138, ""c_rate"": 0.2362045057114931, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 997.7463819567422, ""dynamic_viscosity_pa_s"": 0.0009516999662557, ""specific_heat_j_kgk"": 4182.715546849179, ""thermal_conductivity_w_mk"": 0.6016975187920277}, ""external_htc_w_m2k"": 6.145792490802705, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 9.037659287782525, ""interconnects"": 0.1989527326244078, ""total"": 9.23661202040693}, ""inlet_temperature_c"": 22.11905758461661, ""operation"": ""charge"", ""soc"": 0.2832674616482108, ""soh"": 0.9069502440281212}, {""ambient_temperature_c"": 13.030842123553157, ""c_rate"": 0.2127886939840974, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1068.1539145554182, ""dynamic_viscosity_pa_s"": 0.0045713755232043, ""specific_heat_j_kgk"": 3278.891430419703, ""thermal_conductivity_w_mk"": 0.3852945347170772}, ""external_htc_w_m2k"": 9.417700261808932, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 38.21574045817123, ""interconnects"": 0.6698352264856763, ""total"": 38.88557568465691}, ""inlet_temperature_c"": 13.7748898543351, ""operation"": ""discharge"", ""soc"": 0.7777786176651715, ""soh"": 0.9916277153417468}, {""ambient_temperature_c"": 24.497509011998773, ""c_rate"": 0.2744348924291698, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.2978413205052, ""dynamic_viscosity_pa_s"": 0.0011800490078863, ""specific_heat_j_kgk"": 4190.0362474015365, ""thermal_conductivity_w_mk"": 0.5861421525900246}, ""external_htc_w_m2k"": 6.6488440269604325, ""flow_lpm"": 0.5753549329741359, ""heat_w"": {""cells"": 151.5058543578788, ""interconnects"": 1.6860890100370405, ""total"": 153.19194336791583}, ""inlet_temperature_c"": 13.630418754182756, ""operation"": ""discharge"", ""soc"": 0.353022828977555, ""soh"": 0.8852723446674644}], ""plate"": {""channel_diameter_mm"": 7.650491407756459, ""flow_direction"": ""widthwise_y"", ""height_mm"": 34.25, ""inlet_face"": ""front"", ""layout"": ""parallel"", ""length_mm"": 488.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.5580101422965529, ""outlet_face"": ""back"", ""parallel_paths"": 20, ""port_diameter_mm"": 24.921456274767785, ""turns"": 0, ""width_mm"": 624.0}}",,"{""limits_C"": {""X"": 19.0, ""Y"": 36.5}, ""links"": {""1"": ""D"", ""2"": ""B"", ""3"": ""E"", ""4"": ""A""}, ""misfiled"": ""C"", ""peak_C"": {""X"": 18.130364990234398, ""Y"": 35.18804321289065}, ""rise_K"": {""X"": 1.7084850380416015, ""Y"": 8.548560531251155}, ""signoff"": {""X"": ""pass"", ""Y"": ""pass""}}","{""params"": {}, ""scorer"": ""campaign""}","{""duty_modes"": [""hydraulic_exploration"", ""thermal_stress_tail""], ""duty_regimes"": [""ambient_cooled"", ""ambient_heated""], ""fit_clearance_scales"": [14.18, 1.67], ""interstitial"": ""air"", ""non_controller_duties"": 2, ""profile"": ""training"", ""signoff"": ""pass_pass"", ""stray_state"": ""rise"", ""training_format"": ""campaign_4p"", ""trap_duties"": 0, ""uniqueness_ratio"": 1.43}","{""answer_case_names"": [""case02198"", ""case02196"", ""case02194"", ""case02197"", ""case02200"", ""case02199"", ""case02759""], ""case_names"": [""case02198"", ""case02196"", ""case02194"", ""case02197"", ""case02200"", ""case02199"", ""case02759""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case02200"", ""case02199""], ""geometry_ids"": [""geom_7fbe6d1334747e75"", ""geom_7fbe6d1334747e75"", ""geom_7fbe6d1334747e75"", ""geom_7fbe6d1334747e75"", ""geom_7fbe6d1334747e75"", ""geom_7fbe6d1334747e75"", ""geom_401b58e995134733""], ""point_cases"": [""case02198"", ""case02196"", ""case02194"", ""case02197""], ""solve_signatures"": [""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+cht-bounded-flow-progress-v1+cht-solid-topology-reuse-v1+cht-secondary-accuracy-recovery-v1+cht-secondary-failure-evidence-v1+cht-sibling-flow-initial-guess-v1+cht-certified-cfl-gate-v1+cht-hydraulic-envelope-explicit-v1+cht-cfl-edge-memory-v1+cht-stationary-plateau-acceptance-v1+cht-sfd-float64-v1+cht-sibling-thermal-initial-guess-v1+cht-pressure-endgame-v1+cht-buoyant-spinup-fail-fast-v1+cht-period-two-cfl-guard-v1+cht-growth-endgame-v1+cht-secondary-screening-v1+cht-secondary-screening-secant-v1+cht-period-two-regrowth-gate-v1+cht-endgame-dose-ladder-v1+cht-endgame-momentum-sfd-v1+cht-secondary-endgame-v1+cht-endgame-pseudo-time-leg-v1+cht-secondary-stall-recovery-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-clos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""stray_case"": ""case02759""}" ejb-training-0.1-train_val-signoff-00338-a0b395,duty_signoff,single_turn,train_val,public_train,,"You are signing off a battery cold plate at two new duties from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 32 x EVE A41-class prismatic cell (116 Ah, LFP/graphite, 53.0 x 149 x 119 mm) in a rectangular grid of 4 rows x 8 columns, 1.6 mm cell spacing; a 1.8 mm thermal-interface pad under each cell; open air between cells (natural convection and radiation to ambient). Cold plate: Aluminium centre-fed parallel-channel plate, 488 x 624 x 34.2 mm; 20 parallel round channels fed by a bifurcating centre manifold; channel diameter 7.65 mm, flow across the plate width (y); ports 24.9 mm on the front (inlet) and back (outlet) faces; minimum wall 1.6 mm. Completed runs 1: Coolant 30 wt% ethylene glycol / water at 13.7 °C inlet, 0.500 L/min (density 1040 kg/m³, cp 3700 J/kgK, viscosity 2.63 mPa·s). Ambient 30.9 °C, external heat-transfer coefficient 12 W/m²K on exposed surfaces. Load: charge at 0.252C, SOC 93%, state of health 84%; total heat generation 20.7 W (20.1 W in cells, 0.571 W in terminals/interconnects, applied uniformly). Result: peak cell rise 11.8 K; cell spread 8.40 K; coolant rise 5.13 K; pressure drop 0.00774 kPa 2: Coolant 50 wt% ethylene glycol / water at 10.0 °C inlet, 0.683 L/min (density 1070 kg/m³, cp 3258 J/kgK, viscosity 5.26 mPa·s). Ambient 18.1 °C, external heat-transfer coefficient 10 W/m²K on exposed surfaces. Load: discharge at 0.259C, SOC 53%, state of health 80%; total heat generation 129 W (126 W in cells, 2.96 W in terminals/interconnects, applied uniformly). Result: peak cell rise 8.49 K; cell spread 5.28 K; coolant rise 3.91 K; pressure drop 0.0203 kPa 3: Coolant water at 22.1 °C inlet, 0.500 L/min (density 997.7 kg/m³, cp 4183 J/kgK, viscosity 0.952 mPa·s). Ambient 38.6 °C, external heat-transfer coefficient 6.1 W/m²K on exposed surfaces. Load: charge at 0.236C, SOC 28%, state of health 91%; total heat generation 9.24 W (9.04 W in cells, 0.199 W in terminals/interconnects, applied uniformly). Result: peak cell rise 10.6 K; cell spread 8.26 K; coolant rise 4.02 K; pressure drop 0.00328 kPa Duties Duty X (peak cell limit 33.5 °C, pressure drop limit 0.00702 kPa): Coolant 50 wt% ethylene glycol / water at 26.6 °C inlet, 0.500 L/min (density 1061 kg/m³, cp 3346 J/kgK, viscosity 3.01 mPa·s). Ambient 38.8 °C, external heat-transfer coefficient 8.9 W/m²K on exposed surfaces. Load: charge at 0.317C, SOC 71%, state of health 95%; total heat generation 16.4 W (14.3 W in cells, 2.12 W in terminals/interconnects, applied uniformly). Duty Y (peak cell limit 25.5 °C, pressure drop limit 0.00451 kPa): Coolant water at 14.5 °C inlet, 0.500 L/min (density 999.2 kg/m³, cp 4189 J/kgK, viscosity 1.15 mPa·s). Ambient 29.8 °C, external heat-transfer coefficient 4.2 W/m²K on exposed surfaces. Load: charge at 0.296C, SOC 51%, state of health 74%; total heat generation 20.1 W (19.3 W in cells, 0.810 W in terminals/interconnects, applied uniformly). For each duty, say whether peak cell temperature stays at or below its limit and whether pressure drop stays at or below its limit. Scoring: The score is 1 only if every temperature and pressure verdict is correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""pressure"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\"""", ""temperature"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 38.818247322924435, ""c_rate"": 0.3167937684879597, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1061.2975375182104, ""dynamic_viscosity_pa_s"": 0.0030053883411112, ""specific_heat_j_kgk"": 3346.4912612975786, ""thermal_conductivity_w_mk"": 0.3932646340580448}, ""external_htc_w_m2k"": 8.918275917880237, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 14.2887174179967, ""interconnects"": 2.115975684408177, ""total"": 16.404693102404877}, ""inlet_temperature_c"": 26.639482681639493, ""operation"": ""charge"", ""soc"": 0.7081359839532524, ""soh"": 0.951196382753551}, {""ambient_temperature_c"": 29.82340800575912, ""c_rate"": 0.296366594380529, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.1778392501318, ""dynamic_viscosity_pa_s"": 0.0011530730517811, ""specific_heat_j_kgk"": 4189.025857172626, ""thermal_conductivity_w_mk"": 0.5878199869250651}, ""external_htc_w_m2k"": 4.229488159529865, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 19.30548676291619, ""interconnects"": 0.8098407384099435, ""total"": 20.11532750132613}, ""inlet_temperature_c"": 14.490709761157632, ""operation"": ""charge"", ""soc"": 0.5094349720049649, ""soh"": 0.7368516402319073}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 116.0, ""cell_count"": 32, ""cell_dimensions_mm"": {""height"": 119.0, ""length"": 53.0, ""width"": 148.6}, ""cell_family"": ""eve_a41_v2_1"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 1.615899570286274, ""chemistry"": ""LFP/graphite"", ""columns"": 8, ""interstitial"": ""air"", ""plate_coverage"": 0.8705483560335276, ""rows"": 4, ""tim_thickness_mm"": 1.7690944803878663}, ""plate"": {""channel_diameter_mm"": 7.650491407756459, ""flow_direction"": ""widthwise_y"", ""height_mm"": 34.25, ""inlet_face"": ""front"", ""layout"": ""parallel"", ""length_mm"": 488.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.5580101422965529, ""outlet_face"": ""back"", ""parallel_paths"": 20, ""port_diameter_mm"": 24.921456274767785, ""turns"": 0, ""width_mm"": 624.0}, ""runs"": [{""ambient_temperature_c"": 30.87961932644248, ""c_rate"": 0.2524776294788068, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1040.4760202503285, ""dynamic_viscosity_pa_s"": 0.0026339338941255, ""specific_heat_j_kgk"": 3699.696359873308, ""thermal_conductivity_w_mk"": 0.4590363293538676}, ""external_htc_w_m2k"": 11.56913540046662, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 20.129054711778956, ""interconnects"": 0.5710604581594884, ""total"": 20.70011516993845}, ""inlet_temperature_c"": 13.732962024733892, ""operation"": ""charge"", ""soc"": 0.9345685712527484, ""soh"": 0.8426027276553213}, {""ambient_temperature_c"": 18.071827767416835, ""c_rate"": 0.2587599660302853, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1070.0207420473778, ""dynamic_viscosity_pa_s"": 0.0052564491635579, ""specific_heat_j_kgk"": 3258.4124392252093, ""thermal_conductivity_w_mk"": 0.3829629742200225}, ""external_htc_w_m2k"": 10.20901304204017, ""flow_lpm"": 0.6827102608206267, ""heat_w"": {""cells"": 126.0012549280111, ""interconnects"": 2.955164745895694, ""total"": 128.9564196739068}, ""inlet_temperature_c"": 10.000293447691831, ""operation"": ""discharge"", ""soc"": 0.5261972603388131, ""soh"": 0.802180550340563}, {""ambient_temperature_c"": 38.60345202498138, ""c_rate"": 0.2362045057114931, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 997.7463819567422, ""dynamic_viscosity_pa_s"": 0.0009516999662557, ""specific_heat_j_kgk"": 4182.715546849179, ""thermal_conductivity_w_mk"": 0.6016975187920277}, ""external_htc_w_m2k"": 6.145792490802705, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 9.037659287782525, ""interconnects"": 0.1989527326244078, ""total"": 9.23661202040693}, ""inlet_temperature_c"": 22.11905758461661, ""operation"": ""charge"", ""soc"": 0.2832674616482108, ""soh"": 0.9069502440281212}]}",,"{""dP_kPa"": {""X"": 0.008717850680084667, ""Y"": 0.0038265707097307313}, ""limits_C"": {""X"": 33.5, ""Y"": 25.5}, ""peak_C"": {""X"": 35.18804321289065, ""Y"": 24.366815185546898}, ""pressure"": {""X"": ""fail"", ""Y"": ""pass""}, ""pressure_limits_kPa"": {""X"": 0.00702, ""Y"": 0.00451}, ""rise_K"": {""X"": 8.548560531251155, ""Y"": 9.876105424389266}, ""temperature"": {""X"": ""fail"", ""Y"": ""pass""}}","{""params"": {}, ""scorer"": ""duty_signoff""}","{""duty_modes"": [""thermal_stress_tail"", ""controller_selected""], ""duty_regimes"": [""ambient_heated"", ""ambient_heated""], ""interstitial"": ""air"", ""pressure_signoff"": ""fail_pass"", ""quick_right"": false, ""reference_right"": true, ""shown_runs"": 3, ""signoff"": ""fail_pass"", ""training_format"": ""signoff_2d3r""}","{""answer_case_names"": [""case02199"", ""case02193""], ""case_names"": [""case02198"", ""case02195"", ""case02196"", ""case02199"", ""case02193""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case02199"", ""case02193""], ""geometry_ids"": [""geom_7fbe6d1334747e75"", ""geom_7fbe6d1334747e75"", ""geom_7fbe6d1334747e75"", ""geom_7fbe6d1334747e75"", ""geom_7fbe6d1334747e75""], ""run_cases"": [""case02198"", ""case02195"", ""case02196""], ""solve_signatures"": 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ejb-training-0.1-train_val-signoff-00342-19030e,duty_signoff,single_turn,train_val,public_train,,"You are signing off a battery cold plate at one new duty from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 21 x EVE A41-class prismatic cell (116 Ah, LFP/graphite, 149 x 53.0 x 119 mm) in a rectangular grid of 7 rows x 3 columns, 4.2 mm cell spacing; a 1.4 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headered serpentine plate, 479 x 421 x 9.25 mm; 1 serpentine circuit(s) with 4 turns each, fed from headers; channel diameter 4.66 mm, flow along the plate length (x); ports 4.66 mm on the left (inlet) and right (outlet) faces; minimum wall 1.6 mm. Completed runs 1: Coolant 50 wt% ethylene glycol / water at 12.3 °C inlet, 0.500 L/min (density 1069 kg/m³, cp 3271 J/kgK, viscosity 4.82 mPa·s). Ambient 11.5 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 0.281C, SOC 83%, state of health 86%; total heat generation 44.5 W (42.3 W in cells, 2.24 W in terminals/interconnects, applied uniformly). Result: peak cell rise 1.95 K; cell spread 1.50 K; coolant rise 0.782 K; pressure drop 11.4 kPa 2: Coolant 50 wt% ethylene glycol / water at 14.6 °C inlet, 0.500 L/min (density 1068 kg/m³, cp 3284 J/kgK, viscosity 4.43 mPa·s). Ambient 22.2 °C, external heat-transfer coefficient 8.5 W/m²K on exposed surfaces. Load: discharge at 0.251C, SOC 54%, state of health 73%; total heat generation 74.7 W (73.4 W in cells, 1.23 W in terminals/interconnects, applied uniformly). Result: peak cell rise 7.52 K; cell spread 5.61 K; coolant rise 3.23 K; pressure drop 10.8 kPa 3: Coolant 50 wt% ethylene glycol / water at 14.2 °C inlet, 0.500 L/min (density 1068 kg/m³, cp 3281 J/kgK, viscosity 4.50 mPa·s). Ambient 29.1 °C, external heat-transfer coefficient 9.0 W/m²K on exposed surfaces. Load: charge at 0.315C, SOC 85%, state of health 75%; total heat generation 21.1 W (18.7 W in cells, 2.42 W in terminals/interconnects, applied uniformly). Result: peak cell rise 10.1 K; cell spread 7.94 K; coolant rise 3.55 K; pressure drop 10.9 kPa Duties Duty X (peak cell limit 26.5 °C, pressure drop limit 3.60 kPa): Coolant water at 23.3 °C inlet, 0.500 L/min (density 997.5 kg/m³, cp 4182 J/kgK, viscosity 0.926 mPa·s). Ambient 27.7 °C, external heat-transfer coefficient 4.4 W/m²K on exposed surfaces. Load: charge at 0.292C, SOC 25%, state of health 99%; total heat generation 10.1 W (9.84 W in cells, 0.258 W in terminals/interconnects, applied uniformly). For each duty, say whether peak cell temperature stays at or below its limit and whether pressure drop stays at or below its limit. Scoring: The score is 1 only if every temperature and pressure verdict is correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""pressure"": ""object mapping \""X\"" to \""pass\"" or \""fail\"""", ""temperature"": ""object mapping \""X\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 27.67279957421124, ""c_rate"": 0.291562478781692, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 997.4788630101684, ""dynamic_viscosity_pa_s"": 0.0009264234825141, ""specific_heat_j_kgk"": 4182.106222769252, ""thermal_conductivity_w_mk"": 0.6036353565286646}, ""external_htc_w_m2k"": 4.448385332711041, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 9.843624909850604, ""interconnects"": 0.2577619048759364, ""total"": 10.10138681472654}, ""inlet_temperature_c"": 23.26226788572967, ""operation"": ""charge"", ""soc"": 0.2473188295960426, ""soh"": 0.994415039010346}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 116.0, ""cell_count"": 21, ""cell_dimensions_mm"": {""height"": 119.0, ""length"": 148.6, ""width"": 53.0}, ""cell_family"": ""eve_a41_v2_1"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 4.2458632327616215, ""chemistry"": ""LFP/graphite"", ""columns"": 3, ""interstitial"": ""potting"", ""plate_coverage"": 0.914146130364188, ""rows"": 7, ""tim_thickness_mm"": 1.3664707279764117}, ""plate"": {""channel_diameter_mm"": 4.661852460201758, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 9.25, ""inlet_face"": ""left"", ""layout"": ""serpentine"", ""length_mm"": 479.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.563100527971983, ""outlet_face"": ""right"", ""parallel_paths"": 1, ""port_diameter_mm"": 4.661852460201758, ""turns"": 4, ""width_mm"": 421.0}, ""runs"": [{""ambient_temperature_c"": 11.477792030200362, ""c_rate"": 0.2812685164111104, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1068.8857967318038, ""dynamic_viscosity_pa_s"": 0.0048210637198147, ""specific_heat_j_kgk"": 3270.984917360181, ""thermal_conductivity_w_mk"": 0.3843900444873509}, ""external_htc_w_m2k"": 11.01677934732288, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 42.29805918524197, ""interconnects"": 2.2428349776531187, ""total"": 44.540894162895086}, ""inlet_temperature_c"": 12.311525490726092, ""operation"": ""discharge"", ""soc"": 0.8312884024344385, ""soh"": 0.8591076597571372}, {""ambient_temperature_c"": 22.213458698242903, ""c_rate"": 0.2506242444961225, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1067.7122333791488, ""dynamic_viscosity_pa_s"": 0.0044310538043235, ""specific_heat_j_kgk"": 3283.5903443417455, ""thermal_conductivity_w_mk"": 0.3858347020759392}, ""external_htc_w_m2k"": 8.517236662097275, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 73.44954730966164, ""interconnects"": 1.226756849440357, ""total"": 74.676304159102}, ""inlet_temperature_c"": 14.648323994708749, ""operation"": ""discharge"", ""soc"": 0.5441558321472257, ""soh"": 0.7313419238664209}, {""ambient_temperature_c"": 29.052708074450493, ""c_rate"": 0.3153703884059721, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1067.9336894923497, ""dynamic_viscosity_pa_s"": 0.0045004849043282, ""specific_heat_j_kgk"": 3281.2410317687295, ""thermal_conductivity_w_mk"": 0.3855643890447799}, ""external_htc_w_m2k"": 8.953966087661684, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 18.693482890067873, ""interconnects"": 2.4238037855500645, ""total"": 21.117286675617937}, ""inlet_temperature_c"": 14.211280024469222, ""operation"": ""charge"", ""soc"": 0.8490328438580036, ""soh"": 0.749843749962747}]}",,"{""dP_kPa"": {""X"": 4.132807564365314}, ""limits_C"": {""X"": 26.5}, ""peak_C"": {""X"": 25.795251464843773}, ""pressure"": {""X"": ""fail""}, ""pressure_limits_kPa"": {""X"": 3.6}, ""rise_K"": {""X"": 2.532983579114102}, ""temperature"": {""X"": ""pass""}}","{""params"": {}, ""scorer"": ""duty_signoff""}","{""duty_modes"": [""controller_selected""], ""duty_regimes"": [""ambient_heated""], ""interstitial"": ""potting"", ""pressure_signoff"": ""fail"", ""quick_right"": false, ""reference_right"": true, ""shown_runs"": 3, ""signoff"": ""pass"", ""training_format"": ""signoff_1d3r""}","{""answer_case_names"": [""case04178""], ""case_names"": [""case04179"", ""case04177"", ""case04182"", ""case04178""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case04178""], ""geometry_ids"": [""geom_606afe9f3f0897d2"", ""geom_606afe9f3f0897d2"", ""geom_606afe9f3f0897d2"", ""geom_606afe9f3f0897d2""], ""run_cases"": [""case04179"", ""case04177"", ""case04182""], ""solve_signatures"": 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ejb-training-0.1-train_val-signoff-00346-c6e8d6,duty_signoff,single_turn,train_val,independent_test,,"You are signing off a battery cold plate at one new duty from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 26 x EVE LF280K-class prismatic cell (280 Ah, LFP/graphite, 71.7 x 174 x 207 mm) in a rectangular grid of 2 rows x 13 columns, 2.4 mm cell spacing; a 1.3 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headerless serpentine plate, 990 x 377 x 8.50 mm; 1 serpentine circuit(s) with 1 turns each, ports connected directly to the channels; channel diameter 4.54 mm, flow along the plate length (x); ports 4.54 mm on the left (inlet) and right (outlet) faces; minimum wall 1.3 mm. Completed runs 1: Coolant 30 wt% ethylene glycol / water at 17.6 °C inlet, 1.15 L/min (density 1039 kg/m³, cp 3711 J/kgK, viscosity 2.33 mPa·s). Ambient 22.2 °C, external heat-transfer coefficient 8.6 W/m²K on exposed surfaces. Load: charge at 0.356C, SOC 22%, state of health 76%; total heat generation 168 W (161 W in cells, 7.18 W in terminals/interconnects, applied uniformly). Result: peak cell rise 7.61 K; cell spread 5.68 K; coolant rise 2.04 K; pressure drop 24.1 kPa 2: Coolant 30 wt% ethylene glycol / water at 13.4 °C inlet, 0.809 L/min (density 1041 kg/m³, cp 3699 J/kgK, viscosity 2.67 mPa·s). Ambient 26.3 °C, external heat-transfer coefficient 6.3 W/m²K on exposed surfaces. Load: discharge at 0.281C, SOC 88%, state of health 79%; total heat generation 159 W (155 W in cells, 4.63 W in terminals/interconnects, applied uniformly). Result: peak cell rise 13.8 K; cell spread 9.74 K; coolant rise 3.74 K; pressure drop 11.3 kPa 3: Coolant water at 24.0 °C inlet, 0.500 L/min (density 997.3 kg/m³, cp 4182 J/kgK, viscosity 0.911 mPa·s). Ambient 33.3 °C, external heat-transfer coefficient 13 W/m²K on exposed surfaces. Load: charge at 0.482C, SOC 36%, state of health 97%; total heat generation 114 W (105 W in cells, 9.08 W in terminals/interconnects, applied uniformly). Result: peak cell rise 9.50 K; cell spread 6.63 K; coolant rise 4.73 K; pressure drop 4.22 kPa Duties Duty X (peak cell limit 36.5 °C, pressure drop limit 4.70 kPa): Coolant water at 27.9 °C inlet, 0.500 L/min (density 996.3 kg/m³, cp 4180 J/kgK, viscosity 0.834 mPa·s). Ambient 31.6 °C, external heat-transfer coefficient 10 W/m²K on exposed surfaces. Load: discharge at 0.201C, SOC 19%, state of health 95%; total heat generation 169 W (163 W in cells, 5.25 W in terminals/interconnects, applied uniformly). For each duty, say whether peak cell temperature stays at or below its limit and whether pressure drop stays at or below its limit. Scoring: The score is 1 only if every temperature and pressure verdict is correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""pressure"": ""object mapping \""X\"" to \""pass\"" or \""fail\"""", ""temperature"": ""object mapping \""X\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 31.62908986210823, ""c_rate"": 0.2009450968532733, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 996.266640686696, ""dynamic_viscosity_pa_s"": 0.0008343494418569, ""specific_heat_j_kgk"": 4180.320953482721, ""thermal_conductivity_w_mk"": 0.6111437683163464}, ""external_htc_w_m2k"": 10.12530898489058, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 163.3147154935423, ""interconnects"": 5.247000281607497, ""total"": 168.5617157751498}, ""inlet_temperature_c"": 27.891882598711263, ""operation"": ""discharge"", ""soc"": 0.1858856379520148, ""soh"": 0.9527656376361846}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 280.0, ""cell_count"": 26, ""cell_dimensions_mm"": {""height"": 207.2, ""length"": 71.7, ""width"": 173.7}, ""cell_family"": ""eve_lf280k_v3"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 2.4164055176079273, ""chemistry"": ""LFP/graphite"", ""columns"": 13, ""interstitial"": ""potting"", ""plate_coverage"": 0.92967046998044, ""rows"": 2, ""tim_thickness_mm"": 1.3211470457259566}, ""plate"": {""channel_diameter_mm"": 4.537466862329026, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 8.5, ""inlet_face"": ""left"", ""layout"": ""headerless_serpentine"", ""length_mm"": 990.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.346932590007782, ""outlet_face"": ""right"", ""parallel_paths"": 1, ""port_diameter_mm"": 4.537466862329026, ""turns"": 1, ""width_mm"": 377.0}, ""runs"": [{""ambient_temperature_c"": 22.23329436033964, ""c_rate"": 0.3564561782742916, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1039.0180988980603, ""dynamic_viscosity_pa_s"": 0.0023328871591864, ""specific_heat_j_kgk"": 3711.070230447868, ""thermal_conductivity_w_mk"": 0.4626277361089596}, ""external_htc_w_m2k"": 8.563668876886368, ""flow_lpm"": 1.1524327638441263, ""heat_w"": {""cells"": 160.95563035815113, ""interconnects"": 7.17713508167905, ""total"": 168.13276543983017}, ""inlet_temperature_c"": 17.562941856024906, ""operation"": ""charge"", ""soc"": 0.2217791143804788, ""soh"": 0.7561642173677683}, {""ambient_temperature_c"": 26.295541562139988, ""c_rate"": 0.2807608603634731, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1040.6086077868924, ""dynamic_viscosity_pa_s"": 0.0026650279944279, ""specific_heat_j_kgk"": 3698.621572023945, ""thermal_conductivity_w_mk"": 0.4586971435903134}, ""external_htc_w_m2k"": 6.322075389325619, ""flow_lpm"": 0.8087987253457638, ""heat_w"": {""cells"": 154.71423403255818, ""interconnects"": 4.6323539508328375, ""total"": 159.34658798339103}, ""inlet_temperature_c"": 13.372876558309525, ""operation"": ""discharge"", ""soc"": 0.8752429555170238, ""soh"": 0.790472608525306}, {""ambient_temperature_c"": 33.252160088159144, ""c_rate"": 0.4821622891777529, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 997.3005405599748, ""dynamic_viscosity_pa_s"": 0.0009107815100352, ""specific_heat_j_kgk"": 4181.753349260342, ""thermal_conductivity_w_mk"": 0.6048598780134938}, ""external_htc_w_m2k"": 13.469604544341564, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 104.54960850620188, ""interconnects"": 9.084034801364169, ""total"": 113.63364330756606}, ""inlet_temperature_c"": 23.99525753222406, ""operation"": ""charge"", ""soc"": 0.3645768420770764, ""soh"": 0.9713377554900944}]}",,"{""dP_kPa"": {""X"": 4.048383435960204}, ""limits_C"": {""X"": 36.5}, ""peak_C"": {""X"": 35.30574951171877}, ""pressure"": {""X"": ""pass""}, ""pressure_limits_kPa"": {""X"": 4.7}, ""rise_K"": {""X"": 7.413866913007496}, ""temperature"": {""X"": ""pass""}}","{""params"": {}, ""scorer"": ""duty_signoff""}","{""duty_modes"": [""hydraulic_exploration""], ""duty_regimes"": [""ambient_cooled""], ""interstitial"": ""potting"", ""pressure_signoff"": ""pass"", ""quick_right"": false, ""reference_right"": true, ""shown_runs"": 3, ""signoff"": ""pass"", ""training_format"": ""signoff_1d3r""}","{""answer_case_names"": [""case13372""], ""case_names"": [""case13369"", ""case13370"", ""case13371"", ""case13372""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case13372""], ""geometry_ids"": [""geom_0426a02059b308a0"", ""geom_0426a02059b308a0"", ""geom_0426a02059b308a0"", ""geom_0426a02059b308a0""], ""run_cases"": [""case13369"", ""case13370"", ""case13371""], ""solve_signatures"": 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ejb-training-0.1-train_val-campaign-00348-590300,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The five planned test points are listed below. Six result sheets came back from the rig, but their labels were lost and some entries are illegible. Five belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 48 x 21700 cylindrical cell (Molicel P42A class) (4.20 Ah, INR layered oxide, 21.7 mm diameter x 70.2 mm tall) in a rectangular grid of 6 rows x 8 columns, 2.7 mm cell spacing; no thermal-interface pads (cells sit directly on the plate); open air between cells (natural convection and radiation to ambient). Cold plate: Aluminium headerless serpentine plate, 222 x 171 x 9.50 mm; 1 serpentine circuit(s) with 2 turns each, ports connected directly to the channels; channel diameter 2.31 mm, flow across the plate width (y); ports 2.31 mm on the front (inlet) and back (outlet) faces; minimum wall 2.3 mm. Planned test points 1: Coolant 30 wt% ethylene glycol / water at 23.1 °C inlet, 0.100 L/min (density 1037 kg/m³, cp 3727 J/kgK, viscosity 1.98 mPa·s). Ambient 29.5 °C, external heat-transfer coefficient 9.6 W/m²K on exposed surfaces. Load: discharge at 0.812C, SOC 70%, state of health 83%; total heat generation 12.7 W (11.9 W in cells, 0.816 W in terminals/interconnects, applied uniformly). 2: Coolant 50 wt% ethylene glycol / water at 12.8 °C inlet, 0.100 L/min (density 1069 kg/m³, cp 3274 J/kgK, viscosity 4.74 mPa·s). Ambient 15.1 °C, external heat-transfer coefficient 8.2 W/m²K on exposed surfaces. Load: charge at 0.699C, SOC 84%, state of health 79%; total heat generation 15.3 W (14.9 W in cells, 0.362 W in terminals/interconnects, applied uniformly). 3: Coolant water at 27.0 °C inlet, 0.100 L/min (density 996.5 kg/m³, cp 4181 J/kgK, viscosity 0.851 mPa·s). Ambient 44.7 °C, external heat-transfer coefficient 6.0 W/m²K on exposed surfaces. Load: discharge at 1.06C, SOC 46%, state of health 74%; total heat generation 35.2 W (34.2 W in cells, 0.994 W in terminals/interconnects, applied uniformly). 4: Coolant 30 wt% ethylene glycol / water at 11.3 °C inlet, 0.155 L/min (density 1041 kg/m³, cp 3692 J/kgK, viscosity 2.86 mPa·s). Ambient 12.6 °C, external heat-transfer coefficient 4.5 W/m²K on exposed surfaces. Load: charge at 0.940C, SOC 37%, state of health 89%; total heat generation 23.1 W (20.5 W in cells, 2.58 W in terminals/interconnects, applied uniformly). 5: Coolant water at 21.1 °C inlet, 0.100 L/min (density 998.0 kg/m³, cp 4183 J/kgK, viscosity 0.975 mPa·s). Ambient 23.6 °C, external heat-transfer coefficient 6.6 W/m²K on exposed surfaces. Load: charge at 0.266C, SOC 12%, state of health 71%; total heat generation 2.59 W (2.52 W in cells, 0.0739 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 1.54 K; cell spread 1.07 K; coolant rise 0.688 K; pressure drop illegible B peak cell rise 4.74 K; cell spread 2.81 K; coolant rise illegible; pressure drop 8.50 kPa C peak cell rise 4.34 K; cell spread 4.04 K; coolant rise 0.0700 K; pressure drop illegible D peak cell rise 6.47 K; cell spread 4.79 K; coolant rise 2.05 K; pressure drop 9.99 kPa E peak cell rise 14.0 K; cell spread 9.36 K; coolant rise illegible; pressure drop 2.36 kPa F peak cell rise 5.36 K; cell spread 3.39 K; coolant rise 2.66 K; pressure drop 4.37 kPa Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 16.0 °C): Coolant 50 wt% ethylene glycol / water at 14.8 °C inlet, 0.161 L/min (density 1068 kg/m³, cp 3284 J/kgK, viscosity 4.41 mPa·s). Ambient 18.7 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.241C, SOC 56%, state of health 97%; total heat generation 0.953 W (0.933 W in cells, 0.0203 W in terminals/interconnects, applied uniformly). Duty Y (limit 25.5 °C): Coolant water at 13.1 °C inlet, 0.119 L/min (density 999.4 kg/m³, cp 4191 J/kgK, viscosity 1.20 mPa·s). Ambient 27.2 °C, external heat-transfer coefficient 3.1 W/m²K on exposed surfaces. Load: discharge at 0.666C, SOC 29%, state of health 85%; total heat generation 28.7 W (27.8 W in cells, 0.892 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""5\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 18.71066030114889, ""c_rate"": 0.2412695619200925, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1067.6283634059366, ""dynamic_viscosity_pa_s"": 0.0044052311858436, ""specific_heat_j_kgk"": 3284.47660062359, ""thermal_conductivity_w_mk"": 0.3859368034205641}, ""external_htc_w_m2k"": 10.598426816985013, ""flow_lpm"": 0.1614444504412455, ""heat_w"": {""cells"": 0.9326724399317446, ""interconnects"": 0.0202595109979945, ""total"": 0.9529319509297391}, ""inlet_temperature_c"": 14.813379936036766, ""operation"": ""charge"", ""soc"": 0.5632689403370023, ""soh"": 0.9749353870749472}, {""ambient_temperature_c"": 27.18659183010459, ""c_rate"": 0.6659846511830446, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.3626414328124, ""dynamic_viscosity_pa_s"": 0.0011959908543851, ""specific_heat_j_kgk"": 4190.648893230287, ""thermal_conductivity_w_mk"": 0.5851680557724169}, ""external_htc_w_m2k"": 3.1314019728451967, ""flow_lpm"": 0.1185913876105107, ""heat_w"": {""cells"": 27.790172556863983, ""interconnects"": 0.8915288701550008, ""total"": 28.681701427018982}, ""inlet_temperature_c"": 13.136736180929162, ""operation"": ""discharge"", ""soc"": 0.289299140824005, ""soh"": 0.8502206340432167}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 4.2, ""cell_count"": 48, ""cell_dimensions_mm"": {""diameter"": 21.7, ""height"": 70.2}, ""cell_family"": ""molicel_21700"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 2.732860252261162, ""chemistry"": ""INR layered oxide"", ""columns"": 8, ""interstitial"": ""air"", ""plate_coverage"": 0.8096945754394325, ""rows"": 6, ""tim_thickness_mm"": null}, ""planned_points"": [{""ambient_temperature_c"": 29.45178741589189, ""c_rate"": 0.8119520215584048, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1036.740532149063, ""dynamic_viscosity_pa_s"": 0.0019762603608838, ""specific_heat_j_kgk"": 3727.4437227361695, ""thermal_conductivity_w_mk"": 0.4678052875381986}, ""external_htc_w_m2k"": 9.628485755994916, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 11.91397074370678, ""interconnects"": 0.8162450393344988, ""total"": 12.730215783041276}, ""inlet_temperature_c"": 23.142696698196232, ""operation"": ""discharge"", ""soc"": 0.7044026027433574, ""soh"": 0.8308901227079332}, {""ambient_temperature_c"": 15.133066773414612, ""c_rate"": 0.6986581495456405, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1068.6442092411496, ""dynamic_viscosity_pa_s"": 0.0047361538250168, ""specific_heat_j_kgk"": 3273.611691617565, ""thermal_conductivity_w_mk"": 0.3846899331844734}, ""external_htc_w_m2k"": 8.223327306099236, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 14.936170340655362, ""interconnects"": 0.3624359375855131, ""total"": 15.298606278240875}, ""inlet_temperature_c"": 12.796833263143265, ""operation"": ""charge"", ""soc"": 0.8432433565612882, ""soh"": 0.7925868804566562}, {""ambient_temperature_c"": 44.671532646752894, ""c_rate"": 1.0587920886872793, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 996.5186379088824, ""dynamic_viscosity_pa_s"": 0.0008511035926224, ""specific_heat_j_kgk"": 4180.590897576351, ""thermal_conductivity_w_mk"": 0.6097214955159266}, ""external_htc_w_m2k"": 6.014448498375714, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 34.208997666878744, ""interconnects"": 0.9940412498496752, ""total"": 35.20303891672842}, ""inlet_temperature_c"": 26.989516479238592, ""operation"": ""discharge"", ""soc"": 0.4631245635449886, ""soh"": 0.7441528464667498}, {""ambient_temperature_c"": 12.554920008406045, ""c_rate"": 0.9402540608262668, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1041.370571373249, ""dynamic_viscosity_pa_s"": 0.0028582115160714, ""specific_heat_j_kgk"": 3692.299537844311, ""thermal_conductivity_w_mk"": 0.4567026027689973}, ""external_htc_w_m2k"": 4.53436401207, ""flow_lpm"": 0.1549922540482304, ""heat_w"": {""cells"": 20.52747515533694, ""interconnects"": 2.5766608715509665, ""total"": 23.104136026887907}, ""inlet_temperature_c"": 11.260965179665702, ""operation"": ""charge"", ""soc"": 0.3683733434416354, ""soh"": 0.8880892511457205}, {""ambient_temperature_c"": 23.63251599483192, ""c_rate"": 0.2655256256758874, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 997.97491860104, ""dynamic_viscosity_pa_s"": 0.0009753093972697, ""specific_heat_j_kgk"": 4183.326256895827, ""thermal_conductivity_w_mk"": 0.5999313189821766}, ""external_htc_w_m2k"": 6.624106524512172, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 2.5165573228185, ""interconnects"": 0.0738867804884708, ""total"": 2.5904441033069707}, ""inlet_temperature_c"": 21.094604656100273, ""operation"": ""charge"", ""soc"": 0.1151180183980614, ""soh"": 0.7059960908256471}], ""plate"": {""channel_diameter_mm"": 2.312446296656877, ""flow_direction"": ""widthwise_y"", ""height_mm"": 9.5, ""inlet_face"": ""front"", ""layout"": ""headerless_serpentine"", ""length_mm"": 222.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 2.3466612603515387, ""outlet_face"": ""back"", ""parallel_paths"": 1, ""port_diameter_mm"": 2.312446296656877, ""turns"": 2, ""width_mm"": 171.0}}",,"{""limits_C"": {""X"": 16.0, ""Y"": 25.5}, ""links"": {""1"": ""F"", ""2"": ""B"", ""3"": ""E"", ""4"": ""D"", ""5"": ""A""}, ""misfiled"": ""C"", ""peak_C"": {""X"": 16.679040527343773, ""Y"": 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-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-polymesh-flow-gate+native-polymesh-bounded-pressure-recovery+native-polymesh-fixed-outlet-handoff+native-polymesh-point-velocity-trust+native-polymesh-mass-recovery-cut+native-polymesh-zero-hot-cell-speed-rail+native-polymesh-progressive-mass-recovery+native-polymesh-owner-window-cfl-recovery+flow-gate-fixed-outlet-pressure-drop+cutcell-face-normal-boundary-distance+cutcell-postclosure-owner-dose+durable-flow-restart+sealed-gap-buoyancy-gate+acm-potential-wall-ramp+acm-reference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-12-v6\""""], ""stray_case"": ""case00704""}" ejb-training-0.1-train_val-campaign-00350-c93684,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The five planned test points are listed below. Six result sheets came back from the rig, but their labels were lost and some entries are illegible. Five belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 48 x 21700 cylindrical cell (Molicel P42A class) (4.20 Ah, INR layered oxide, 21.7 mm diameter x 70.2 mm tall) in a rectangular grid of 6 rows x 8 columns, 2.7 mm cell spacing; no thermal-interface pads (cells sit directly on the plate); open air between cells (natural convection and radiation to ambient). Cold plate: Aluminium headerless serpentine plate, 222 x 171 x 9.50 mm; 1 serpentine circuit(s) with 2 turns each, ports connected directly to the channels; channel diameter 2.31 mm, flow across the plate width (y); ports 2.31 mm on the front (inlet) and back (outlet) faces; minimum wall 2.3 mm. Planned test points 1: Coolant 30 wt% ethylene glycol / water at 11.3 °C inlet, 0.155 L/min (density 1041 kg/m³, cp 3692 J/kgK, viscosity 2.86 mPa·s). Ambient 12.6 °C, external heat-transfer coefficient 4.5 W/m²K on exposed surfaces. Load: charge at 0.940C, SOC 37%, state of health 89%; total heat generation 23.1 W (20.5 W in cells, 2.58 W in terminals/interconnects, applied uniformly). 2: Coolant 50 wt% ethylene glycol / water at 12.8 °C inlet, 0.100 L/min (density 1069 kg/m³, cp 3274 J/kgK, viscosity 4.74 mPa·s). Ambient 15.1 °C, external heat-transfer coefficient 8.2 W/m²K on exposed surfaces. Load: charge at 0.699C, SOC 84%, state of health 79%; total heat generation 15.3 W (14.9 W in cells, 0.362 W in terminals/interconnects, applied uniformly). 3: Coolant 50 wt% ethylene glycol / water at 14.3 °C inlet, 0.159 L/min (density 1068 kg/m³, cp 3282 J/kgK, viscosity 4.48 mPa·s). Ambient 33.0 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 1.93C, SOC 85%, state of health 94%; total heat generation 66.3 W (59.9 W in cells, 6.43 W in terminals/interconnects, applied uniformly). 4: Coolant 30 wt% ethylene glycol / water at 23.1 °C inlet, 0.100 L/min (density 1037 kg/m³, cp 3727 J/kgK, viscosity 1.98 mPa·s). Ambient 29.5 °C, external heat-transfer coefficient 9.6 W/m²K on exposed surfaces. Load: discharge at 0.812C, SOC 70%, state of health 83%; total heat generation 12.7 W (11.9 W in cells, 0.816 W in terminals/interconnects, applied uniformly). 5: Coolant water at 13.1 °C inlet, 0.119 L/min (density 999.4 kg/m³, cp 4191 J/kgK, viscosity 1.20 mPa·s). Ambient 27.2 °C, external heat-transfer coefficient 3.1 W/m²K on exposed surfaces. Load: discharge at 0.666C, SOC 29%, state of health 85%; total heat generation 28.7 W (27.8 W in cells, 0.892 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 10.6 K; cell spread 7.34 K; coolant rise illegible; pressure drop 3.75 kPa B peak cell rise 6.47 K; cell spread 4.79 K; coolant rise 2.05 K; pressure drop illegible C peak cell rise 22.8 K; cell spread 15.5 K; coolant rise 8.15 K; pressure drop 14.4 kPa D peak cell rise 21.0 K; cell spread 14.4 K; coolant rise 5.46 K; pressure drop 11.4 kPa E peak cell rise 5.36 K; cell spread 3.39 K; coolant rise illegible; pressure drop 4.37 kPa F peak cell rise 4.74 K; cell spread 2.81 K; coolant rise 2.41 K; pressure drop illegible Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 15.5 °C): Coolant 50 wt% ethylene glycol / water at 14.8 °C inlet, 0.161 L/min (density 1068 kg/m³, cp 3284 J/kgK, viscosity 4.41 mPa·s). Ambient 18.7 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.241C, SOC 56%, state of health 97%; total heat generation 0.953 W (0.933 W in cells, 0.0203 W in terminals/interconnects, applied uniformly). Duty Y (limit 43.5 °C): Coolant water at 27.0 °C inlet, 0.100 L/min (density 996.5 kg/m³, cp 4181 J/kgK, viscosity 0.851 mPa·s). Ambient 44.7 °C, external heat-transfer coefficient 6.0 W/m²K on exposed surfaces. Load: discharge at 1.06C, SOC 46%, state of health 74%; total heat generation 35.2 W (34.2 W in cells, 0.994 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""5\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 18.71066030114889, ""c_rate"": 0.2412695619200925, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1067.6283634059366, ""dynamic_viscosity_pa_s"": 0.0044052311858436, ""specific_heat_j_kgk"": 3284.47660062359, ""thermal_conductivity_w_mk"": 0.3859368034205641}, ""external_htc_w_m2k"": 10.598426816985013, ""flow_lpm"": 0.1614444504412455, ""heat_w"": {""cells"": 0.9326724399317446, ""interconnects"": 0.0202595109979945, ""total"": 0.9529319509297391}, ""inlet_temperature_c"": 14.813379936036766, ""operation"": ""charge"", ""soc"": 0.5632689403370023, ""soh"": 0.9749353870749472}, {""ambient_temperature_c"": 44.671532646752894, ""c_rate"": 1.0587920886872793, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 996.5186379088824, ""dynamic_viscosity_pa_s"": 0.0008511035926224, ""specific_heat_j_kgk"": 4180.590897576351, ""thermal_conductivity_w_mk"": 0.6097214955159266}, ""external_htc_w_m2k"": 6.014448498375714, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 34.208997666878744, ""interconnects"": 0.9940412498496752, ""total"": 35.20303891672842}, ""inlet_temperature_c"": 26.989516479238592, ""operation"": ""discharge"", ""soc"": 0.4631245635449886, ""soh"": 0.7441528464667498}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 4.2, ""cell_count"": 48, ""cell_dimensions_mm"": {""diameter"": 21.7, ""height"": 70.2}, ""cell_family"": ""molicel_21700"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 2.732860252261162, ""chemistry"": ""INR layered oxide"", ""columns"": 8, ""interstitial"": ""air"", ""plate_coverage"": 0.8096945754394325, ""rows"": 6, ""tim_thickness_mm"": null}, ""planned_points"": [{""ambient_temperature_c"": 12.554920008406045, ""c_rate"": 0.9402540608262668, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1041.370571373249, ""dynamic_viscosity_pa_s"": 0.0028582115160714, ""specific_heat_j_kgk"": 3692.299537844311, ""thermal_conductivity_w_mk"": 0.4567026027689973}, ""external_htc_w_m2k"": 4.53436401207, ""flow_lpm"": 0.1549922540482304, ""heat_w"": {""cells"": 20.52747515533694, ""interconnects"": 2.5766608715509665, ""total"": 23.104136026887907}, ""inlet_temperature_c"": 11.260965179665702, ""operation"": ""charge"", ""soc"": 0.3683733434416354, ""soh"": 0.8880892511457205}, {""ambient_temperature_c"": 15.133066773414612, ""c_rate"": 0.6986581495456405, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1068.6442092411496, ""dynamic_viscosity_pa_s"": 0.0047361538250168, ""specific_heat_j_kgk"": 3273.611691617565, ""thermal_conductivity_w_mk"": 0.3846899331844734}, ""external_htc_w_m2k"": 8.223327306099236, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 14.936170340655362, ""interconnects"": 0.3624359375855131, ""total"": 15.298606278240875}, ""inlet_temperature_c"": 12.796833263143265, ""operation"": ""charge"", ""soc"": 0.8432433565612882, ""soh"": 0.7925868804566562}, {""ambient_temperature_c"": 33.01496027037501, ""c_rate"": 1.9303230710334571, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1067.8806452293038, ""dynamic_viscosity_pa_s"": 0.0044836874114533, ""specific_heat_j_kgk"": 3281.8049697866268, ""thermal_conductivity_w_mk"": 0.3856292310702341}, ""external_htc_w_m2k"": 11.445497752167284, ""flow_lpm"": 0.1589651072198169, ""heat_w"": {""cells"": 59.88435629895728, ""interconnects"": 6.43291958912945, ""total"": 66.31727588808673}, ""inlet_temperature_c"": 14.316124958670622, ""operation"": ""discharge"", ""soc"": 0.85151078668423, ""soh"": 0.9369202878326176}, {""ambient_temperature_c"": 29.45178741589189, ""c_rate"": 0.8119520215584048, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1036.740532149063, ""dynamic_viscosity_pa_s"": 0.0019762603608838, ""specific_heat_j_kgk"": 3727.4437227361695, ""thermal_conductivity_w_mk"": 0.4678052875381986}, ""external_htc_w_m2k"": 9.628485755994916, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 11.91397074370678, ""interconnects"": 0.8162450393344988, ""total"": 12.730215783041276}, ""inlet_temperature_c"": 23.142696698196232, ""operation"": ""discharge"", ""soc"": 0.7044026027433574, ""soh"": 0.8308901227079332}, {""ambient_temperature_c"": 27.18659183010459, ""c_rate"": 0.6659846511830446, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.3626414328124, ""dynamic_viscosity_pa_s"": 0.0011959908543851, ""specific_heat_j_kgk"": 4190.648893230287, ""thermal_conductivity_w_mk"": 0.5851680557724169}, ""external_htc_w_m2k"": 3.1314019728451967, ""flow_lpm"": 0.1185913876105107, ""heat_w"": {""cells"": 27.790172556863983, ""interconnects"": 0.8915288701550008, ""total"": 28.681701427018982}, ""inlet_temperature_c"": 13.136736180929162, ""operation"": ""discharge"", ""soc"": 0.289299140824005, ""soh"": 0.8502206340432167}], ""plate"": {""channel_diameter_mm"": 2.312446296656877, ""flow_direction"": ""widthwise_y"", ""height_mm"": 9.5, ""inlet_face"": ""front"", ""layout"": ""headerless_serpentine"", ""length_mm"": 222.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 2.3466612603515387, ""outlet_face"": ""back"", ""parallel_paths"": 1, ""port_diameter_mm"": 2.312446296656877, ""turns"": 2, ""width_mm"": 171.0}}",,"{""limits_C"": {""X"": 15.5, ""Y"": 43.5}, ""links"": {""1"": ""B"", ""2"": ""F"", ""3"": ""C"", ""4"": ""E"", ""5"": ""A""}, ""misfiled"": ""D"", ""peak_C"": {""X"": 16.679040527343773, ""Y"": 41.0080505371094}, ""rise_K"": {""X"": 1.8656605913070052, ""Y"": 14.018534057870795}, ""signoff"": {""X"": ""fail"", ""Y"": ""pass""}}","{""params"": {}, ""scorer"": ""campaign""}","{""duty_modes"": [""hydraulic_exploration"", ""thermal_stress_tail""], ""duty_regimes"": [""ambient_heated"", ""mixed""], ""fit_clearance_scales"": [0.78, 1.98], ""interstitial"": ""air"", ""non_controller_duties"": 2, ""profile"": ""training"", ""signoff"": ""fail_pass"", ""stray_state"": ""whole"", ""training_format"": ""campaign_5p"", ""trap_duties"": 0, ""uniqueness_ratio"": 1.097}","{""answer_case_names"": [""case11979"", ""case11981"", ""case11977"", ""case11980"", ""case11982"", ""case11984"", ""case11983"", ""case13702""], ""case_names"": [""case11979"", ""case11981"", ""case11977"", ""case11980"", ""case11982"", ""case11984"", ""case11983"", ""case13702""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case11984"", ""case11983""], ""geometry_ids"": [""geom_4c5d1dbae2a8ba71"", ""geom_4c5d1dbae2a8ba71"", ""geom_4c5d1dbae2a8ba71"", ""geom_4c5d1dbae2a8ba71"", ""geom_4c5d1dbae2a8ba71"", ""geom_4c5d1dbae2a8ba71"", ""geom_4c5d1dbae2a8ba71"", ""geom_1a0eb1b18804aaf2""], ""point_cases"": [""case11979"", ""case11981"", ""case11977"", ""case11980"", ""case11982""], ""solve_signatures"": [""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+cht-bounded-flow-progress-v1+cht-solid-topology-reuse-v1+cht-secondary-accuracy-recovery-v1+cht-secondary-failure-evidence-v1+cht-sibling-flow-initial-guess-v1+cht-certified-cfl-gate-v1+cht-hydraulic-envelope-explicit-v1+cht-cfl-edge-memory-v1+cht-stationary-plateau-acceptance-v1+cht-sfd-float64-v1+cht-sibling-thermal-initial-guess-v1+cht-pressure-endgame-v1+cht-buoyant-spinup-fail-fast-v1+cht-period-two-cfl-guard-v1+cht-growth-endgame-v1+cht-secondary-screening-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-poly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""stray_case"": ""case13702""}" ejb-training-0.1-train_val-campaign-00351-50fc8f,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The five planned test points are listed below. Six result sheets came back from the rig, but their labels were lost and some entries are illegible. Five belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 48 x 21700 cylindrical cell (Molicel P42A class) (4.20 Ah, INR layered oxide, 21.7 mm diameter x 70.2 mm tall) in a rectangular grid of 6 rows x 8 columns, 2.7 mm cell spacing; no thermal-interface pads (cells sit directly on the plate); open air between cells (natural convection and radiation to ambient). Cold plate: Aluminium headerless serpentine plate, 222 x 171 x 9.50 mm; 1 serpentine circuit(s) with 2 turns each, ports connected directly to the channels; channel diameter 2.31 mm, flow across the plate width (y); ports 2.31 mm on the front (inlet) and back (outlet) faces; minimum wall 2.3 mm. Planned test points 1: Coolant water at 21.1 °C inlet, 0.100 L/min (density 998.0 kg/m³, cp 4183 J/kgK, viscosity 0.975 mPa·s). Ambient 23.6 °C, external heat-transfer coefficient 6.6 W/m²K on exposed surfaces. Load: charge at 0.266C, SOC 12%, state of health 71%; total heat generation 2.59 W (2.52 W in cells, 0.0739 W in terminals/interconnects, applied uniformly). 2: Coolant water at 27.0 °C inlet, 0.100 L/min (density 996.5 kg/m³, cp 4181 J/kgK, viscosity 0.851 mPa·s). Ambient 44.7 °C, external heat-transfer coefficient 6.0 W/m²K on exposed surfaces. Load: discharge at 1.06C, SOC 46%, state of health 74%; total heat generation 35.2 W (34.2 W in cells, 0.994 W in terminals/interconnects, applied uniformly). 3: Coolant 30 wt% ethylene glycol / water at 23.1 °C inlet, 0.100 L/min (density 1037 kg/m³, cp 3727 J/kgK, viscosity 1.98 mPa·s). Ambient 29.5 °C, external heat-transfer coefficient 9.6 W/m²K on exposed surfaces. Load: discharge at 0.812C, SOC 70%, state of health 83%; total heat generation 12.7 W (11.9 W in cells, 0.816 W in terminals/interconnects, applied uniformly). 4: Coolant 50 wt% ethylene glycol / water at 14.3 °C inlet, 0.159 L/min (density 1068 kg/m³, cp 3282 J/kgK, viscosity 4.48 mPa·s). Ambient 33.0 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 1.93C, SOC 85%, state of health 94%; total heat generation 66.3 W (59.9 W in cells, 6.43 W in terminals/interconnects, applied uniformly). 5: Coolant 30 wt% ethylene glycol / water at 11.3 °C inlet, 0.155 L/min (density 1041 kg/m³, cp 3692 J/kgK, viscosity 2.86 mPa·s). Ambient 12.6 °C, external heat-transfer coefficient 4.5 W/m²K on exposed surfaces. Load: charge at 0.940C, SOC 37%, state of health 89%; total heat generation 23.1 W (20.5 W in cells, 2.58 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 6.47 K; cell spread 4.79 K; coolant rise 2.05 K; pressure drop illegible B peak cell rise 25.2 K; cell spread 21.0 K; coolant rise 4.35 K; pressure drop 13.9 kPa C peak cell rise 1.54 K; cell spread 1.07 K; coolant rise 0.688 K; pressure drop illegible D peak cell rise 14.0 K; cell spread 9.36 K; coolant rise illegible; pressure drop 2.36 kPa E peak cell rise 5.36 K; cell spread 3.39 K; coolant rise illegible; pressure drop 4.37 kPa F peak cell rise 22.8 K; cell spread 15.5 K; coolant rise 8.15 K; pressure drop 14.4 kPa Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 25.0 °C): Coolant water at 13.1 °C inlet, 0.119 L/min (density 999.4 kg/m³, cp 4191 J/kgK, viscosity 1.20 mPa·s). Ambient 27.2 °C, external heat-transfer coefficient 3.1 W/m²K on exposed surfaces. Load: discharge at 0.666C, SOC 29%, state of health 85%; total heat generation 28.7 W (27.8 W in cells, 0.892 W in terminals/interconnects, applied uniformly). Duty Y (limit 16.0 °C): Coolant 50 wt% ethylene glycol / water at 14.8 °C inlet, 0.161 L/min (density 1068 kg/m³, cp 3284 J/kgK, viscosity 4.41 mPa·s). Ambient 18.7 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.241C, SOC 56%, state of health 97%; total heat generation 0.953 W (0.933 W in cells, 0.0203 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""5\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 27.18659183010459, ""c_rate"": 0.6659846511830446, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.3626414328124, ""dynamic_viscosity_pa_s"": 0.0011959908543851, ""specific_heat_j_kgk"": 4190.648893230287, ""thermal_conductivity_w_mk"": 0.5851680557724169}, ""external_htc_w_m2k"": 3.1314019728451967, ""flow_lpm"": 0.1185913876105107, ""heat_w"": {""cells"": 27.790172556863983, ""interconnects"": 0.8915288701550008, ""total"": 28.681701427018982}, ""inlet_temperature_c"": 13.136736180929162, ""operation"": ""discharge"", ""soc"": 0.289299140824005, ""soh"": 0.8502206340432167}, {""ambient_temperature_c"": 18.71066030114889, ""c_rate"": 0.2412695619200925, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1067.6283634059366, ""dynamic_viscosity_pa_s"": 0.0044052311858436, ""specific_heat_j_kgk"": 3284.47660062359, ""thermal_conductivity_w_mk"": 0.3859368034205641}, ""external_htc_w_m2k"": 10.598426816985013, ""flow_lpm"": 0.1614444504412455, ""heat_w"": {""cells"": 0.9326724399317446, ""interconnects"": 0.0202595109979945, ""total"": 0.9529319509297391}, ""inlet_temperature_c"": 14.813379936036766, ""operation"": ""charge"", ""soc"": 0.5632689403370023, ""soh"": 0.9749353870749472}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 4.2, ""cell_count"": 48, ""cell_dimensions_mm"": {""diameter"": 21.7, ""height"": 70.2}, ""cell_family"": ""molicel_21700"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 2.732860252261162, ""chemistry"": ""INR layered oxide"", ""columns"": 8, ""interstitial"": ""air"", ""plate_coverage"": 0.8096945754394325, ""rows"": 6, ""tim_thickness_mm"": null}, ""planned_points"": [{""ambient_temperature_c"": 23.63251599483192, ""c_rate"": 0.2655256256758874, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 997.97491860104, ""dynamic_viscosity_pa_s"": 0.0009753093972697, ""specific_heat_j_kgk"": 4183.326256895827, ""thermal_conductivity_w_mk"": 0.5999313189821766}, ""external_htc_w_m2k"": 6.624106524512172, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 2.5165573228185, ""interconnects"": 0.0738867804884708, ""total"": 2.5904441033069707}, ""inlet_temperature_c"": 21.094604656100273, ""operation"": ""charge"", ""soc"": 0.1151180183980614, ""soh"": 0.7059960908256471}, {""ambient_temperature_c"": 44.671532646752894, ""c_rate"": 1.0587920886872793, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 996.5186379088824, ""dynamic_viscosity_pa_s"": 0.0008511035926224, ""specific_heat_j_kgk"": 4180.590897576351, ""thermal_conductivity_w_mk"": 0.6097214955159266}, ""external_htc_w_m2k"": 6.014448498375714, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 34.208997666878744, ""interconnects"": 0.9940412498496752, ""total"": 35.20303891672842}, ""inlet_temperature_c"": 26.989516479238592, ""operation"": ""discharge"", ""soc"": 0.4631245635449886, ""soh"": 0.7441528464667498}, {""ambient_temperature_c"": 29.45178741589189, ""c_rate"": 0.8119520215584048, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1036.740532149063, ""dynamic_viscosity_pa_s"": 0.0019762603608838, ""specific_heat_j_kgk"": 3727.4437227361695, ""thermal_conductivity_w_mk"": 0.4678052875381986}, ""external_htc_w_m2k"": 9.628485755994916, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 11.91397074370678, ""interconnects"": 0.8162450393344988, ""total"": 12.730215783041276}, ""inlet_temperature_c"": 23.142696698196232, ""operation"": ""discharge"", ""soc"": 0.7044026027433574, ""soh"": 0.8308901227079332}, {""ambient_temperature_c"": 33.01496027037501, ""c_rate"": 1.9303230710334571, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1067.8806452293038, ""dynamic_viscosity_pa_s"": 0.0044836874114533, ""specific_heat_j_kgk"": 3281.8049697866268, ""thermal_conductivity_w_mk"": 0.3856292310702341}, ""external_htc_w_m2k"": 11.445497752167284, ""flow_lpm"": 0.1589651072198169, ""heat_w"": {""cells"": 59.88435629895728, ""interconnects"": 6.43291958912945, ""total"": 66.31727588808673}, ""inlet_temperature_c"": 14.316124958670622, ""operation"": ""discharge"", ""soc"": 0.85151078668423, ""soh"": 0.9369202878326176}, {""ambient_temperature_c"": 12.554920008406045, ""c_rate"": 0.9402540608262668, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1041.370571373249, ""dynamic_viscosity_pa_s"": 0.0028582115160714, ""specific_heat_j_kgk"": 3692.299537844311, ""thermal_conductivity_w_mk"": 0.4567026027689973}, ""external_htc_w_m2k"": 4.53436401207, ""flow_lpm"": 0.1549922540482304, ""heat_w"": {""cells"": 20.52747515533694, ""interconnects"": 2.5766608715509665, ""total"": 23.104136026887907}, ""inlet_temperature_c"": 11.260965179665702, ""operation"": ""charge"", ""soc"": 0.3683733434416354, ""soh"": 0.8880892511457205}], ""plate"": {""channel_diameter_mm"": 2.312446296656877, ""flow_direction"": ""widthwise_y"", ""height_mm"": 9.5, ""inlet_face"": ""front"", ""layout"": ""headerless_serpentine"", ""length_mm"": 222.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 2.3466612603515387, ""outlet_face"": ""back"", ""parallel_paths"": 1, ""port_diameter_mm"": 2.312446296656877, ""turns"": 2, ""width_mm"": 171.0}}",,"{""limits_C"": {""X"": 25.0, ""Y"": 16.0}, ""links"": {""1"": ""C"", ""2"": ""D"", ""3"": ""E"", ""4"": ""F"", ""5"": ""A""}, ""misfiled"": ""B"", ""peak_C"": {""X"": 23.695794677734398, ""Y"": 16.679040527343773}, ""rise_K"": {""X"": 10.559058496805221, ""Y"": 1.8656605913070052}, ""signoff"": {""X"": ""pass"", ""Y"": ""fail""}}","{""params"": {}, ""scorer"": ""campaign""}","{""duty_modes"": [""chilled_high_load_tail"", ""hydraulic_exploration""], ""duty_regimes"": [""mixed"", ""ambient_heated""], ""fit_clearance_scales"": [0.36, 0.31], ""interstitial"": ""air"", ""non_controller_duties"": 2, ""profile"": ""training"", ""signoff"": ""pass_fail"", ""stray_state"": ""whole"", ""training_format"": ""campaign_5p"", ""trap_duties"": 0, ""uniqueness_ratio"": 2.028}","{""answer_case_names"": [""case11978"", ""case11983"", ""case11980"", ""case11977"", ""case11979"", ""case11982"", ""case11984"", ""case08334""], ""case_names"": [""case11978"", ""case11983"", ""case11980"", ""case11977"", ""case11979"", ""case11982"", ""case11984"", ""case08334""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case11982"", ""case11984""], ""geometry_ids"": [""geom_4c5d1dbae2a8ba71"", ""geom_4c5d1dbae2a8ba71"", ""geom_4c5d1dbae2a8ba71"", ""geom_4c5d1dbae2a8ba71"", ""geom_4c5d1dbae2a8ba71"", ""geom_4c5d1dbae2a8ba71"", ""geom_4c5d1dbae2a8ba71"", ""geom_ea132336c5b1c4be""], ""point_cases"": [""case11978"", ""case11983"", ""case11980"", ""case11977"", ""case11979""], ""solve_signatures"": [""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+cht-bounded-flow-progress-v1+cht-solid-topology-reuse-v1+cht-secondary-accuracy-recovery-v1+cht-secondary-failure-evidence-v1+cht-sibling-flow-initial-guess-v1+cht-certified-cfl-gate-v1+cht-hydraulic-envelope-explicit-v1+cht-cfl-edge-memory-v1+cht-stationary-plateau-acceptance-v1+cht-sfd-float64-v1+cht-sibling-thermal-initial-guess-v1+cht-pressure-endgame-v1+cht-buoyant-spinup-fail-fast-v1+cht-period-two-cfl-guard-v1+cht-growth-endgame-v1+cht-secondary-screening-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-poly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""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-polymesh-flow-gate+native-polymesh-bounded-pressure-recovery+native-polymesh-fixed-outlet-handoff+native-polymesh-point-velocity-trust+native-polymesh-mass-recovery-cut+native-polymesh-zero-hot-cell-speed-rail+native-polymesh-progressive-mass-recovery+native-polymesh-owner-window-cfl-recovery+flow-gate-fixed-outlet-pressure-drop+cutcell-face-normal-boundary-distance+cutcell-postclosure-owner-dose+durable-flow-restart+sealed-gap-buoyancy-gate+acm-potential-wall-ramp+acm-reference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-09-v3\""""], ""stray_case"": ""case08334""}" ejb-training-0.1-train_val-campaign-00355-09bc87,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The four planned test points are listed below. Five result sheets came back from the rig, but their labels were lost and some entries are illegible. Four belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 48 x 21700 cylindrical cell (Molicel P42A class) (4.20 Ah, INR layered oxide, 21.7 mm diameter x 70.2 mm tall) in a rectangular grid of 6 rows x 8 columns, 2.7 mm cell spacing; no thermal-interface pads (cells sit directly on the plate); open air between cells (natural convection and radiation to ambient). Cold plate: Aluminium headerless serpentine plate, 222 x 171 x 9.50 mm; 1 serpentine circuit(s) with 2 turns each, ports connected directly to the channels; channel diameter 2.31 mm, flow across the plate width (y); ports 2.31 mm on the front (inlet) and back (outlet) faces; minimum wall 2.3 mm. Planned test points 1: Coolant 50 wt% ethylene glycol / water at 12.8 °C inlet, 0.100 L/min (density 1069 kg/m³, cp 3274 J/kgK, viscosity 4.74 mPa·s). Ambient 15.1 °C, external heat-transfer coefficient 8.2 W/m²K on exposed surfaces. Load: charge at 0.699C, SOC 84%, state of health 79%; total heat generation 15.3 W (14.9 W in cells, 0.362 W in terminals/interconnects, applied uniformly). 2: Coolant 50 wt% ethylene glycol / water at 14.3 °C inlet, 0.159 L/min (density 1068 kg/m³, cp 3282 J/kgK, viscosity 4.48 mPa·s). Ambient 33.0 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 1.93C, SOC 85%, state of health 94%; total heat generation 66.3 W (59.9 W in cells, 6.43 W in terminals/interconnects, applied uniformly). 3: Coolant water at 13.1 °C inlet, 0.119 L/min (density 999.4 kg/m³, cp 4191 J/kgK, viscosity 1.20 mPa·s). Ambient 27.2 °C, external heat-transfer coefficient 3.1 W/m²K on exposed surfaces. Load: discharge at 0.666C, SOC 29%, state of health 85%; total heat generation 28.7 W (27.8 W in cells, 0.892 W in terminals/interconnects, applied uniformly). 4: Coolant water at 21.1 °C inlet, 0.100 L/min (density 998.0 kg/m³, cp 4183 J/kgK, viscosity 0.975 mPa·s). Ambient 23.6 °C, external heat-transfer coefficient 6.6 W/m²K on exposed surfaces. Load: charge at 0.266C, SOC 12%, state of health 71%; total heat generation 2.59 W (2.52 W in cells, 0.0739 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 4.74 K; cell spread 2.81 K; coolant rise illegible; pressure drop 8.50 kPa B peak cell rise 22.8 K; cell spread 15.5 K; coolant rise 8.15 K; pressure drop 14.4 kPa C peak cell rise 21.0 K; cell spread 14.4 K; coolant rise 5.46 K; pressure drop illegible D peak cell rise 1.54 K; cell spread 1.07 K; coolant rise 0.688 K; pressure drop illegible E peak cell rise 10.6 K; cell spread 7.34 K; coolant rise illegible; pressure drop 3.75 kPa Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 43.5 °C): Coolant water at 27.0 °C inlet, 0.100 L/min (density 996.5 kg/m³, cp 4181 J/kgK, viscosity 0.851 mPa·s). Ambient 44.7 °C, external heat-transfer coefficient 6.0 W/m²K on exposed surfaces. Load: discharge at 1.06C, SOC 46%, state of health 74%; total heat generation 35.2 W (34.2 W in cells, 0.994 W in terminals/interconnects, applied uniformly). Duty Y (limit 17.5 °C): Coolant 50 wt% ethylene glycol / water at 14.8 °C inlet, 0.161 L/min (density 1068 kg/m³, cp 3284 J/kgK, viscosity 4.41 mPa·s). Ambient 18.7 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.241C, SOC 56%, state of health 97%; total heat generation 0.953 W (0.933 W in cells, 0.0203 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""4\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 44.671532646752894, ""c_rate"": 1.0587920886872793, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 996.5186379088824, ""dynamic_viscosity_pa_s"": 0.0008511035926224, ""specific_heat_j_kgk"": 4180.590897576351, ""thermal_conductivity_w_mk"": 0.6097214955159266}, ""external_htc_w_m2k"": 6.014448498375714, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 34.208997666878744, ""interconnects"": 0.9940412498496752, ""total"": 35.20303891672842}, ""inlet_temperature_c"": 26.989516479238592, ""operation"": ""discharge"", ""soc"": 0.4631245635449886, ""soh"": 0.7441528464667498}, {""ambient_temperature_c"": 18.71066030114889, ""c_rate"": 0.2412695619200925, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1067.6283634059366, ""dynamic_viscosity_pa_s"": 0.0044052311858436, ""specific_heat_j_kgk"": 3284.47660062359, ""thermal_conductivity_w_mk"": 0.3859368034205641}, ""external_htc_w_m2k"": 10.598426816985013, ""flow_lpm"": 0.1614444504412455, ""heat_w"": {""cells"": 0.9326724399317446, ""interconnects"": 0.0202595109979945, ""total"": 0.9529319509297391}, ""inlet_temperature_c"": 14.813379936036766, ""operation"": ""charge"", ""soc"": 0.5632689403370023, ""soh"": 0.9749353870749472}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 4.2, ""cell_count"": 48, ""cell_dimensions_mm"": {""diameter"": 21.7, ""height"": 70.2}, ""cell_family"": ""molicel_21700"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 2.732860252261162, ""chemistry"": ""INR layered oxide"", ""columns"": 8, ""interstitial"": ""air"", ""plate_coverage"": 0.8096945754394325, ""rows"": 6, ""tim_thickness_mm"": null}, ""planned_points"": [{""ambient_temperature_c"": 15.133066773414612, ""c_rate"": 0.6986581495456405, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1068.6442092411496, ""dynamic_viscosity_pa_s"": 0.0047361538250168, ""specific_heat_j_kgk"": 3273.611691617565, ""thermal_conductivity_w_mk"": 0.3846899331844734}, ""external_htc_w_m2k"": 8.223327306099236, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 14.936170340655362, ""interconnects"": 0.3624359375855131, ""total"": 15.298606278240875}, ""inlet_temperature_c"": 12.796833263143265, ""operation"": ""charge"", ""soc"": 0.8432433565612882, ""soh"": 0.7925868804566562}, {""ambient_temperature_c"": 33.01496027037501, ""c_rate"": 1.9303230710334571, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1067.8806452293038, ""dynamic_viscosity_pa_s"": 0.0044836874114533, ""specific_heat_j_kgk"": 3281.8049697866268, ""thermal_conductivity_w_mk"": 0.3856292310702341}, ""external_htc_w_m2k"": 11.445497752167284, ""flow_lpm"": 0.1589651072198169, ""heat_w"": {""cells"": 59.88435629895728, ""interconnects"": 6.43291958912945, ""total"": 66.31727588808673}, ""inlet_temperature_c"": 14.316124958670622, ""operation"": ""discharge"", ""soc"": 0.85151078668423, ""soh"": 0.9369202878326176}, {""ambient_temperature_c"": 27.18659183010459, ""c_rate"": 0.6659846511830446, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.3626414328124, ""dynamic_viscosity_pa_s"": 0.0011959908543851, ""specific_heat_j_kgk"": 4190.648893230287, ""thermal_conductivity_w_mk"": 0.5851680557724169}, ""external_htc_w_m2k"": 3.1314019728451967, ""flow_lpm"": 0.1185913876105107, ""heat_w"": {""cells"": 27.790172556863983, ""interconnects"": 0.8915288701550008, ""total"": 28.681701427018982}, ""inlet_temperature_c"": 13.136736180929162, ""operation"": ""discharge"", ""soc"": 0.289299140824005, ""soh"": 0.8502206340432167}, {""ambient_temperature_c"": 23.63251599483192, ""c_rate"": 0.2655256256758874, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 997.97491860104, ""dynamic_viscosity_pa_s"": 0.0009753093972697, ""specific_heat_j_kgk"": 4183.326256895827, ""thermal_conductivity_w_mk"": 0.5999313189821766}, ""external_htc_w_m2k"": 6.624106524512172, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 2.5165573228185, ""interconnects"": 0.0738867804884708, ""total"": 2.5904441033069707}, ""inlet_temperature_c"": 21.094604656100273, ""operation"": ""charge"", ""soc"": 0.1151180183980614, ""soh"": 0.7059960908256471}], ""plate"": {""channel_diameter_mm"": 2.312446296656877, ""flow_direction"": ""widthwise_y"", ""height_mm"": 9.5, ""inlet_face"": ""front"", ""layout"": ""headerless_serpentine"", ""length_mm"": 222.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 2.3466612603515387, ""outlet_face"": ""back"", ""parallel_paths"": 1, ""port_diameter_mm"": 2.312446296656877, ""turns"": 2, ""width_mm"": 171.0}}",,"{""limits_C"": {""X"": 43.5, ""Y"": 17.5}, ""links"": {""1"": ""A"", ""2"": ""B"", ""3"": ""E"", ""4"": ""D""}, ""misfiled"": ""C"", ""peak_C"": {""X"": 41.0080505371094, ""Y"": 16.679040527343773}, ""rise_K"": {""X"": 14.018534057870795, ""Y"": 1.8656605913070052}, ""signoff"": {""X"": ""pass"", ""Y"": ""pass""}}","{""params"": {}, ""scorer"": ""campaign""}","{""duty_modes"": [""thermal_stress_tail"", ""hydraulic_exploration""], ""duty_regimes"": [""mixed"", ""ambient_heated""], ""fit_clearance_scales"": [2.48, 3.61], ""interstitial"": ""air"", ""non_controller_duties"": 2, ""profile"": ""training"", ""signoff"": ""pass_pass"", ""stray_state"": ""dP"", ""training_format"": ""campaign_4p"", ""trap_duties"": 0, ""uniqueness_ratio"": 1.611}","{""answer_case_names"": [""case11981"", ""case11977"", ""case11982"", ""case11978"", ""case11983"", ""case11984"", ""case13702""], ""case_names"": [""case11981"", ""case11977"", ""case11982"", ""case11978"", ""case11983"", ""case11984"", ""case13702""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case11983"", ""case11984""], ""geometry_ids"": [""geom_4c5d1dbae2a8ba71"", ""geom_4c5d1dbae2a8ba71"", ""geom_4c5d1dbae2a8ba71"", ""geom_4c5d1dbae2a8ba71"", ""geom_4c5d1dbae2a8ba71"", ""geom_4c5d1dbae2a8ba71"", ""geom_1a0eb1b18804aaf2""], ""point_cases"": [""case11981"", ""case11977"", ""case11982"", ""case11978""], ""solve_signatures"": [""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+cht-bounded-flow-progress-v1+cht-solid-topology-reuse-v1+cht-secondary-accuracy-recovery-v1+cht-secondary-failure-evidence-v1+cht-sibling-flow-initial-guess-v1+cht-certified-cfl-gate-v1+cht-hydraulic-envelope-explicit-v1+cht-cfl-edge-memory-v1+cht-stationary-plateau-acceptance-v1+cht-sfd-float64-v1+cht-sibling-thermal-initial-guess-v1+cht-pressure-endgame-v1+cht-buoyant-spinup-fail-fast-v1+cht-period-two-cfl-guard-v1+cht-growth-endgame-v1+cht-secondary-screening-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-poly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""stray_case"": ""case13702""}" ejb-training-0.1-train_val-campaign-00357-d1bd69,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The four planned test points are listed below. Five result sheets came back from the rig, but their labels were lost and some entries are illegible. Four belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 48 x 21700 cylindrical cell (Molicel P42A class) (4.20 Ah, INR layered oxide, 21.7 mm diameter x 70.2 mm tall) in a rectangular grid of 6 rows x 8 columns, 2.7 mm cell spacing; no thermal-interface pads (cells sit directly on the plate); open air between cells (natural convection and radiation to ambient). Cold plate: Aluminium headerless serpentine plate, 222 x 171 x 9.50 mm; 1 serpentine circuit(s) with 2 turns each, ports connected directly to the channels; channel diameter 2.31 mm, flow across the plate width (y); ports 2.31 mm on the front (inlet) and back (outlet) faces; minimum wall 2.3 mm. Planned test points 1: Coolant 50 wt% ethylene glycol / water at 14.3 °C inlet, 0.159 L/min (density 1068 kg/m³, cp 3282 J/kgK, viscosity 4.48 mPa·s). Ambient 33.0 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 1.93C, SOC 85%, state of health 94%; total heat generation 66.3 W (59.9 W in cells, 6.43 W in terminals/interconnects, applied uniformly). 2: Coolant water at 27.0 °C inlet, 0.100 L/min (density 996.5 kg/m³, cp 4181 J/kgK, viscosity 0.851 mPa·s). Ambient 44.7 °C, external heat-transfer coefficient 6.0 W/m²K on exposed surfaces. Load: discharge at 1.06C, SOC 46%, state of health 74%; total heat generation 35.2 W (34.2 W in cells, 0.994 W in terminals/interconnects, applied uniformly). 3: Coolant 50 wt% ethylene glycol / water at 12.8 °C inlet, 0.100 L/min (density 1069 kg/m³, cp 3274 J/kgK, viscosity 4.74 mPa·s). Ambient 15.1 °C, external heat-transfer coefficient 8.2 W/m²K on exposed surfaces. Load: charge at 0.699C, SOC 84%, state of health 79%; total heat generation 15.3 W (14.9 W in cells, 0.362 W in terminals/interconnects, applied uniformly). 4: Coolant water at 21.1 °C inlet, 0.100 L/min (density 998.0 kg/m³, cp 4183 J/kgK, viscosity 0.975 mPa·s). Ambient 23.6 °C, external heat-transfer coefficient 6.6 W/m²K on exposed surfaces. Load: charge at 0.266C, SOC 12%, state of health 71%; total heat generation 2.59 W (2.52 W in cells, 0.0739 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 1.54 K; cell spread 1.07 K; coolant rise 0.688 K; pressure drop 2.60 kPa B peak cell rise 4.34 K; cell spread 4.04 K; coolant rise 0.0700 K; pressure drop illegible C peak cell rise 22.8 K; cell spread 15.5 K; coolant rise illegible; pressure drop 14.4 kPa D peak cell rise 14.0 K; cell spread 9.36 K; coolant rise 6.96 K; pressure drop illegible E peak cell rise 4.74 K; cell spread 2.81 K; coolant rise illegible; pressure drop 8.50 kPa Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 17.5 °C): Coolant 50 wt% ethylene glycol / water at 14.8 °C inlet, 0.161 L/min (density 1068 kg/m³, cp 3284 J/kgK, viscosity 4.41 mPa·s). Ambient 18.7 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.241C, SOC 56%, state of health 97%; total heat generation 0.953 W (0.933 W in cells, 0.0203 W in terminals/interconnects, applied uniformly). Duty Y (limit 25.0 °C): Coolant water at 13.1 °C inlet, 0.119 L/min (density 999.4 kg/m³, cp 4191 J/kgK, viscosity 1.20 mPa·s). Ambient 27.2 °C, external heat-transfer coefficient 3.1 W/m²K on exposed surfaces. Load: discharge at 0.666C, SOC 29%, state of health 85%; total heat generation 28.7 W (27.8 W in cells, 0.892 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""4\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 18.71066030114889, ""c_rate"": 0.2412695619200925, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1067.6283634059366, ""dynamic_viscosity_pa_s"": 0.0044052311858436, ""specific_heat_j_kgk"": 3284.47660062359, ""thermal_conductivity_w_mk"": 0.3859368034205641}, ""external_htc_w_m2k"": 10.598426816985013, ""flow_lpm"": 0.1614444504412455, ""heat_w"": {""cells"": 0.9326724399317446, ""interconnects"": 0.0202595109979945, ""total"": 0.9529319509297391}, 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""stray_case"": ""case00704""}" ejb-training-0.1-train_val-campaign-00358-978634,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The four planned test points are listed below. Five result sheets came back from the rig, but their labels were lost and some entries are illegible. Four belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 48 x 21700 cylindrical cell (Molicel P42A class) (4.20 Ah, INR layered oxide, 21.7 mm diameter x 70.2 mm tall) in a rectangular grid of 6 rows x 8 columns, 2.7 mm cell spacing; no thermal-interface pads (cells sit directly on the plate); open air between cells (natural convection and radiation to ambient). Cold plate: Aluminium headerless serpentine plate, 222 x 171 x 9.50 mm; 1 serpentine circuit(s) with 2 turns each, ports connected directly to the channels; channel diameter 2.31 mm, flow across the plate width (y); ports 2.31 mm on the front (inlet) and back (outlet) faces; minimum wall 2.3 mm. Planned test points 1: Coolant water at 21.1 °C inlet, 0.100 L/min (density 998.0 kg/m³, cp 4183 J/kgK, viscosity 0.975 mPa·s). Ambient 23.6 °C, external heat-transfer coefficient 6.6 W/m²K on exposed surfaces. Load: charge at 0.266C, SOC 12%, state of health 71%; total heat generation 2.59 W (2.52 W in cells, 0.0739 W in terminals/interconnects, applied uniformly). 2: Coolant water at 27.0 °C inlet, 0.100 L/min (density 996.5 kg/m³, cp 4181 J/kgK, viscosity 0.851 mPa·s). Ambient 44.7 °C, external heat-transfer coefficient 6.0 W/m²K on exposed surfaces. Load: discharge at 1.06C, SOC 46%, state of health 74%; total heat generation 35.2 W (34.2 W in cells, 0.994 W in terminals/interconnects, applied uniformly). 3: Coolant 30 wt% ethylene glycol / water at 23.1 °C inlet, 0.100 L/min (density 1037 kg/m³, cp 3727 J/kgK, viscosity 1.98 mPa·s). Ambient 29.5 °C, external heat-transfer coefficient 9.6 W/m²K on exposed surfaces. Load: discharge at 0.812C, SOC 70%, state of health 83%; total heat generation 12.7 W (11.9 W in cells, 0.816 W in terminals/interconnects, applied uniformly). 4: Coolant 50 wt% ethylene glycol / water at 14.3 °C inlet, 0.159 L/min (density 1068 kg/m³, cp 3282 J/kgK, viscosity 4.48 mPa·s). Ambient 33.0 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 1.93C, SOC 85%, state of health 94%; total heat generation 66.3 W (59.9 W in cells, 6.43 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 1.54 K; cell spread 1.07 K; coolant rise 0.688 K; pressure drop 2.60 kPa B peak cell rise 11.5 K; cell spread 7.93 K; coolant rise 4.43 K; pressure drop illegible C peak cell rise 14.0 K; cell spread 9.36 K; coolant rise illegible; pressure drop 2.36 kPa D peak cell rise 22.8 K; cell spread 15.5 K; coolant rise 8.15 K; pressure drop illegible E peak cell rise 5.36 K; cell spread 3.39 K; coolant rise illegible; pressure drop 4.37 kPa Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 22.5 °C): Coolant water at 13.1 °C inlet, 0.119 L/min (density 999.4 kg/m³, cp 4191 J/kgK, viscosity 1.20 mPa·s). Ambient 27.2 °C, external heat-transfer coefficient 3.1 W/m²K on exposed surfaces. Load: discharge at 0.666C, SOC 29%, state of health 85%; total heat generation 28.7 W (27.8 W in cells, 0.892 W in terminals/interconnects, applied uniformly). Duty Y (limit 17.5 °C): Coolant 50 wt% ethylene glycol / water at 14.8 °C inlet, 0.161 L/min (density 1068 kg/m³, cp 3284 J/kgK, viscosity 4.41 mPa·s). Ambient 18.7 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.241C, SOC 56%, state of health 97%; total heat generation 0.953 W (0.933 W in cells, 0.0203 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""4\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 27.18659183010459, ""c_rate"": 0.6659846511830446, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.3626414328124, ""dynamic_viscosity_pa_s"": 0.0011959908543851, ""specific_heat_j_kgk"": 4190.648893230287, ""thermal_conductivity_w_mk"": 0.5851680557724169}, ""external_htc_w_m2k"": 3.1314019728451967, ""flow_lpm"": 0.1185913876105107, ""heat_w"": {""cells"": 27.790172556863983, ""interconnects"": 0.8915288701550008, ""total"": 28.681701427018982}, ""inlet_temperature_c"": 13.136736180929162, ""operation"": ""discharge"", ""soc"": 0.289299140824005, ""soh"": 0.8502206340432167}, {""ambient_temperature_c"": 18.71066030114889, ""c_rate"": 0.2412695619200925, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1067.6283634059366, ""dynamic_viscosity_pa_s"": 0.0044052311858436, ""specific_heat_j_kgk"": 3284.47660062359, ""thermal_conductivity_w_mk"": 0.3859368034205641}, ""external_htc_w_m2k"": 10.598426816985013, ""flow_lpm"": 0.1614444504412455, ""heat_w"": {""cells"": 0.9326724399317446, ""interconnects"": 0.0202595109979945, ""total"": 0.9529319509297391}, ""inlet_temperature_c"": 14.813379936036766, ""operation"": ""charge"", ""soc"": 0.5632689403370023, ""soh"": 0.9749353870749472}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 4.2, ""cell_count"": 48, ""cell_dimensions_mm"": {""diameter"": 21.7, ""height"": 70.2}, ""cell_family"": ""molicel_21700"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 2.732860252261162, ""chemistry"": ""INR layered oxide"", ""columns"": 8, ""interstitial"": ""air"", ""plate_coverage"": 0.8096945754394325, ""rows"": 6, ""tim_thickness_mm"": null}, ""planned_points"": [{""ambient_temperature_c"": 23.63251599483192, ""c_rate"": 0.2655256256758874, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 997.97491860104, ""dynamic_viscosity_pa_s"": 0.0009753093972697, ""specific_heat_j_kgk"": 4183.326256895827, ""thermal_conductivity_w_mk"": 0.5999313189821766}, ""external_htc_w_m2k"": 6.624106524512172, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 2.5165573228185, ""interconnects"": 0.0738867804884708, ""total"": 2.5904441033069707}, ""inlet_temperature_c"": 21.094604656100273, ""operation"": ""charge"", ""soc"": 0.1151180183980614, ""soh"": 0.7059960908256471}, {""ambient_temperature_c"": 44.671532646752894, ""c_rate"": 1.0587920886872793, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 996.5186379088824, ""dynamic_viscosity_pa_s"": 0.0008511035926224, ""specific_heat_j_kgk"": 4180.590897576351, ""thermal_conductivity_w_mk"": 0.6097214955159266}, ""external_htc_w_m2k"": 6.014448498375714, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 34.208997666878744, ""interconnects"": 0.9940412498496752, ""total"": 35.20303891672842}, ""inlet_temperature_c"": 26.989516479238592, ""operation"": ""discharge"", ""soc"": 0.4631245635449886, ""soh"": 0.7441528464667498}, {""ambient_temperature_c"": 29.45178741589189, ""c_rate"": 0.8119520215584048, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1036.740532149063, ""dynamic_viscosity_pa_s"": 0.0019762603608838, ""specific_heat_j_kgk"": 3727.4437227361695, ""thermal_conductivity_w_mk"": 0.4678052875381986}, ""external_htc_w_m2k"": 9.628485755994916, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 11.91397074370678, ""interconnects"": 0.8162450393344988, ""total"": 12.730215783041276}, ""inlet_temperature_c"": 23.142696698196232, ""operation"": ""discharge"", ""soc"": 0.7044026027433574, ""soh"": 0.8308901227079332}, {""ambient_temperature_c"": 33.01496027037501, ""c_rate"": 1.9303230710334571, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1067.8806452293038, ""dynamic_viscosity_pa_s"": 0.0044836874114533, ""specific_heat_j_kgk"": 3281.8049697866268, ""thermal_conductivity_w_mk"": 0.3856292310702341}, ""external_htc_w_m2k"": 11.445497752167284, ""flow_lpm"": 0.1589651072198169, ""heat_w"": {""cells"": 59.88435629895728, ""interconnects"": 6.43291958912945, ""total"": 66.31727588808673}, ""inlet_temperature_c"": 14.316124958670622, ""operation"": ""discharge"", ""soc"": 0.85151078668423, ""soh"": 0.9369202878326176}], ""plate"": {""channel_diameter_mm"": 2.312446296656877, ""flow_direction"": ""widthwise_y"", ""height_mm"": 9.5, ""inlet_face"": ""front"", ""layout"": ""headerless_serpentine"", ""length_mm"": 222.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 2.3466612603515387, ""outlet_face"": ""back"", ""parallel_paths"": 1, ""port_diameter_mm"": 2.312446296656877, ""turns"": 2, ""width_mm"": 171.0}}",,"{""limits_C"": {""X"": 22.5, ""Y"": 17.5}, ""links"": {""1"": ""A"", ""2"": ""C"", ""3"": ""E"", ""4"": ""D""}, ""misfiled"": ""B"", ""peak_C"": {""X"": 23.695794677734398, ""Y"": 16.679040527343773}, ""rise_K"": {""X"": 10.559058496805221, ""Y"": 1.8656605913070052}, ""signoff"": {""X"": ""fail"", ""Y"": ""pass""}}","{""params"": {}, ""scorer"": ""campaign""}","{""duty_modes"": [""chilled_high_load_tail"", ""hydraulic_exploration""], ""duty_regimes"": [""mixed"", ""ambient_heated""], ""fit_clearance_scales"": [1.94, 2.82], ""interstitial"": ""air"", ""non_controller_duties"": 2, ""profile"": ""training"", ""signoff"": ""fail_pass"", ""stray_state"": ""dP"", ""training_format"": ""campaign_4p"", ""trap_duties"": 0, ""uniqueness_ratio"": 2.149}","{""answer_case_names"": [""case11978"", ""case11983"", ""case11980"", ""case11977"", ""case11982"", ""case11984"", ""case12806""], ""case_names"": [""case11978"", ""case11983"", ""case11980"", ""case11977"", ""case11982"", ""case11984"", ""case12806""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case11982"", ""case11984""], ""geometry_ids"": [""geom_4c5d1dbae2a8ba71"", ""geom_4c5d1dbae2a8ba71"", ""geom_4c5d1dbae2a8ba71"", ""geom_4c5d1dbae2a8ba71"", ""geom_4c5d1dbae2a8ba71"", ""geom_4c5d1dbae2a8ba71"", ""geom_1a3b3b3e5162c98f""], ""point_cases"": [""case11978"", ""case11983"", ""case11980"", ""case11977""], ""solve_signatures"": 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""stray_case"": ""case12806""}" ejb-training-0.1-train_val-envelope-00362-f542d3,operating_envelope,single_turn,train_val,public_train,,"You are reviewing the operating envelope of a battery cold plate from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 48 x 21700 cylindrical cell (Molicel P42A class) (4.20 Ah, INR layered oxide, 21.7 mm diameter x 70.2 mm tall) in a rectangular grid of 6 rows x 8 columns, 2.7 mm cell spacing; no thermal-interface pads (cells sit directly on the plate); open air between cells (natural convection and radiation to ambient). Cold plate: Aluminium headerless serpentine plate, 222 x 171 x 9.50 mm; 1 serpentine circuit(s) with 2 turns each, ports connected directly to the channels; channel diameter 2.31 mm, flow across the plate width (y); ports 2.31 mm on the front (inlet) and back (outlet) faces; minimum wall 2.3 mm. Completed runs 1: Coolant water at 27.0 °C inlet, 0.100 L/min (density 996.5 kg/m³, cp 4181 J/kgK, viscosity 0.851 mPa·s). Ambient 44.7 °C, external heat-transfer coefficient 6.0 W/m²K on exposed surfaces. Load: discharge at 1.06C, SOC 46%, state of health 74%; total heat generation 35.2 W (34.2 W in cells, 0.994 W in terminals/interconnects, applied uniformly). Result: peak cell rise 14.0 K; cell spread 9.36 K; coolant rise 6.96 K; pressure drop 2.36 kPa 2: Coolant water at 21.1 °C inlet, 0.100 L/min (density 998.0 kg/m³, cp 4183 J/kgK, viscosity 0.975 mPa·s). Ambient 23.6 °C, external heat-transfer coefficient 6.6 W/m²K on exposed surfaces. Load: charge at 0.266C, SOC 12%, state of health 71%; total heat generation 2.59 W (2.52 W in cells, 0.0739 W in terminals/interconnects, applied uniformly). Result: peak cell rise 1.54 K; cell spread 1.07 K; coolant rise 0.688 K; pressure drop 2.60 kPa 3: Coolant 50 wt% ethylene glycol / water at 14.3 °C inlet, 0.159 L/min (density 1068 kg/m³, cp 3282 J/kgK, viscosity 4.48 mPa·s). Ambient 33.0 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 1.93C, SOC 85%, state of health 94%; total heat generation 66.3 W (59.9 W in cells, 6.43 W in terminals/interconnects, applied uniformly). Result: peak cell rise 22.8 K; cell spread 15.5 K; coolant rise 8.15 K; pressure drop 14.4 kPa New duties Duty W: Coolant 30 wt% ethylene glycol / water at 23.1 °C inlet, 0.100 L/min (density 1037 kg/m³, cp 3727 J/kgK, viscosity 1.98 mPa·s). Ambient 29.5 °C, external heat-transfer coefficient 9.6 W/m²K on exposed surfaces. Load: discharge at 0.812C, SOC 70%, state of health 83%; total heat generation 12.7 W (11.9 W in cells, 0.816 W in terminals/interconnects, applied uniformly). Duty X: Coolant 50 wt% ethylene glycol / water at 14.8 °C inlet, 0.161 L/min (density 1068 kg/m³, cp 3284 J/kgK, viscosity 4.41 mPa·s). Ambient 18.7 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.241C, SOC 56%, state of health 97%; total heat generation 0.953 W (0.933 W in cells, 0.0203 W in terminals/interconnects, applied uniformly). Duty Y: Coolant 50 wt% ethylene glycol / water at 12.8 °C inlet, 0.100 L/min (density 1069 kg/m³, cp 3274 J/kgK, viscosity 4.74 mPa·s). Ambient 15.1 °C, external heat-transfer coefficient 8.2 W/m²K on exposed surfaces. Load: charge at 0.699C, SOC 84%, state of health 79%; total heat generation 15.3 W (14.9 W in cells, 0.362 W in terminals/interconnects, applied uniformly). Duty Z: Coolant water at 13.1 °C inlet, 0.119 L/min (density 999.4 kg/m³, cp 4191 J/kgK, viscosity 1.20 mPa·s). Ambient 27.2 °C, external heat-transfer coefficient 3.1 W/m²K on exposed surfaces. Load: discharge at 0.666C, SOC 29%, state of health 85%; total heat generation 28.7 W (27.8 W in cells, 0.892 W in terminals/interconnects, applied uniformly). Heat-balance regimes own_heat: the coolant removes essentially the pack's own heat: net heat exchanged with the surroundings is within ±25% of the pack's heat generation mixed: the pack also gains a significant amount of heat from the surroundings, between 25% and 100% of its own heat generation, and the coolant has to remove both ambient_gain: the pack gains more heat from the surroundings than it generates itself (net gain above 100% of its own heat generation) ambient_loss: more than 25% of the pack's own heat generation leaves to the surroundings rather than to the coolant Rank the four duties by peak cell rise above their own coolant inlet, largest first, and give the regime of each duty. Scoring: The score is 1 only if the ranking and every regime are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""ranking"": ""list of \""W\"", \""X\"", \""Y\"", \""Z\"", largest rise first"", ""regimes"": ""object mapping \""W\"", \""X\"", \""Y\"", \""Z\"" to \""own_heat\"" or \""mixed\"" or \""ambient_gain\"" or \""ambient_loss\""""}","{""duties"": [{""ambient_temperature_c"": 29.45178741589189, ""c_rate"": 0.8119520215584048, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1036.740532149063, ""dynamic_viscosity_pa_s"": 0.0019762603608838, ""specific_heat_j_kgk"": 3727.4437227361695, ""thermal_conductivity_w_mk"": 0.4678052875381986}, ""external_htc_w_m2k"": 9.628485755994916, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 11.91397074370678, ""interconnects"": 0.8162450393344988, ""total"": 12.730215783041276}, ""inlet_temperature_c"": 23.142696698196232, ""operation"": ""discharge"", ""soc"": 0.7044026027433574, ""soh"": 0.8308901227079332}, {""ambient_temperature_c"": 18.71066030114889, ""c_rate"": 0.2412695619200925, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1067.6283634059366, ""dynamic_viscosity_pa_s"": 0.0044052311858436, ""specific_heat_j_kgk"": 3284.47660062359, ""thermal_conductivity_w_mk"": 0.3859368034205641}, ""external_htc_w_m2k"": 10.598426816985013, ""flow_lpm"": 0.1614444504412455, ""heat_w"": {""cells"": 0.9326724399317446, ""interconnects"": 0.0202595109979945, ""total"": 0.9529319509297391}, ""inlet_temperature_c"": 14.813379936036766, ""operation"": ""charge"", ""soc"": 0.5632689403370023, ""soh"": 0.9749353870749472}, {""ambient_temperature_c"": 15.133066773414612, ""c_rate"": 0.6986581495456405, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1068.6442092411496, ""dynamic_viscosity_pa_s"": 0.0047361538250168, ""specific_heat_j_kgk"": 3273.611691617565, ""thermal_conductivity_w_mk"": 0.3846899331844734}, ""external_htc_w_m2k"": 8.223327306099236, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 14.936170340655362, ""interconnects"": 0.3624359375855131, ""total"": 15.298606278240875}, ""inlet_temperature_c"": 12.796833263143265, ""operation"": ""charge"", ""soc"": 0.8432433565612882, ""soh"": 0.7925868804566562}, {""ambient_temperature_c"": 27.18659183010459, ""c_rate"": 0.6659846511830446, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.3626414328124, ""dynamic_viscosity_pa_s"": 0.0011959908543851, ""specific_heat_j_kgk"": 4190.648893230287, ""thermal_conductivity_w_mk"": 0.5851680557724169}, ""external_htc_w_m2k"": 3.1314019728451967, ""flow_lpm"": 0.1185913876105107, ""heat_w"": {""cells"": 27.790172556863983, ""interconnects"": 0.8915288701550008, ""total"": 28.681701427018982}, ""inlet_temperature_c"": 13.136736180929162, ""operation"": ""discharge"", ""soc"": 0.289299140824005, ""soh"": 0.8502206340432167}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 4.2, ""cell_count"": 48, ""cell_dimensions_mm"": {""diameter"": 21.7, ""height"": 70.2}, ""cell_family"": ""molicel_21700"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 2.732860252261162, ""chemistry"": ""INR layered oxide"", ""columns"": 8, ""interstitial"": ""air"", ""plate_coverage"": 0.8096945754394325, ""rows"": 6, ""tim_thickness_mm"": null}, ""plate"": {""channel_diameter_mm"": 2.312446296656877, ""flow_direction"": ""widthwise_y"", ""height_mm"": 9.5, ""inlet_face"": ""front"", ""layout"": ""headerless_serpentine"", ""length_mm"": 222.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 2.3466612603515387, ""outlet_face"": ""back"", ""parallel_paths"": 1, ""port_diameter_mm"": 2.312446296656877, ""turns"": 2, ""width_mm"": 171.0}, ""runs"": [{""ambient_temperature_c"": 44.671532646752894, ""c_rate"": 1.0587920886872793, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 996.5186379088824, ""dynamic_viscosity_pa_s"": 0.0008511035926224, ""specific_heat_j_kgk"": 4180.590897576351, ""thermal_conductivity_w_mk"": 0.6097214955159266}, ""external_htc_w_m2k"": 6.014448498375714, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 34.208997666878744, ""interconnects"": 0.9940412498496752, ""total"": 35.20303891672842}, ""inlet_temperature_c"": 26.989516479238592, ""operation"": ""discharge"", ""soc"": 0.4631245635449886, ""soh"": 0.7441528464667498}, {""ambient_temperature_c"": 23.63251599483192, ""c_rate"": 0.2655256256758874, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 997.97491860104, ""dynamic_viscosity_pa_s"": 0.0009753093972697, ""specific_heat_j_kgk"": 4183.326256895827, ""thermal_conductivity_w_mk"": 0.5999313189821766}, ""external_htc_w_m2k"": 6.624106524512172, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 2.5165573228185, ""interconnects"": 0.0738867804884708, ""total"": 2.5904441033069707}, ""inlet_temperature_c"": 21.094604656100273, ""operation"": ""charge"", ""soc"": 0.1151180183980614, ""soh"": 0.7059960908256471}, {""ambient_temperature_c"": 33.01496027037501, ""c_rate"": 1.9303230710334571, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1067.8806452293038, ""dynamic_viscosity_pa_s"": 0.0044836874114533, ""specific_heat_j_kgk"": 3281.8049697866268, ""thermal_conductivity_w_mk"": 0.3856292310702341}, ""external_htc_w_m2k"": 11.445497752167284, ""flow_lpm"": 0.1589651072198169, ""heat_w"": {""cells"": 59.88435629895728, ""interconnects"": 6.43291958912945, ""total"": 66.31727588808673}, ""inlet_temperature_c"": 14.316124958670622, ""operation"": ""discharge"", ""soc"": 0.85151078668423, ""soh"": 0.9369202878326176}]}",,"{""ambient_ratio"": {""W"": 0.3448849277408851, ""X"": 4.754627140290707, ""Y"": -0.08285038551067453, ""Z"": 0.321560106925622}, ""peak_C"": {""W"": 28.500207519531273, ""X"": 16.679040527343773, ""Y"": 17.535821533203148, ""Z"": 23.695794677734398}, ""ranking"": [""Z"", ""W"", ""Y"", ""X""], ""regimes"": {""W"": ""mixed"", ""X"": ""ambient_gain"", ""Y"": ""own_heat"", ""Z"": ""mixed""}, ""rise_K"": {""W"": 5.35751082133504, ""X"": 1.8656605913070052, ""Y"": 4.738988270059906, ""Z"": 10.559058496805221}}","{""params"": {}, ""scorer"": ""operating_envelope""}","{""duty_modes"": [""controller_selected"", ""hydraulic_exploration"", ""controller_selected"", ""chilled_high_load_tail""], ""hottest_regime"": ""mixed"", ""interstitial"": ""air"", ""quick_right"": false, ""regimes"": [""ambient_gain"", ""mixed"", ""own_heat""], ""training_format"": ""envelope_4d""}","{""answer_case_names"": [""case11980"", ""case11984"", ""case11981"", ""case11982""], ""case_names"": [""case11983"", ""case11978"", ""case11977"", ""case11980"", ""case11984"", ""case11981"", ""case11982""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case11980"", ""case11984"", ""case11981"", ""case11982""], ""geometry_ids"": [""geom_4c5d1dbae2a8ba71"", ""geom_4c5d1dbae2a8ba71"", ""geom_4c5d1dbae2a8ba71"", ""geom_4c5d1dbae2a8ba71"", ""geom_4c5d1dbae2a8ba71"", ""geom_4c5d1dbae2a8ba71"", ""geom_4c5d1dbae2a8ba71""], ""point_cases"": [""case11983"", ""case11978"", ""case11977""], ""solve_signatures"": 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ejb-training-0.1-train_val-envelope-00363-697e2f,operating_envelope,single_turn,train_val,public_train,,"You are reviewing the operating envelope of a battery cold plate from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 48 x 21700 cylindrical cell (Molicel P42A class) (4.20 Ah, INR layered oxide, 21.7 mm diameter x 70.2 mm tall) in a rectangular grid of 6 rows x 8 columns, 2.7 mm cell spacing; no thermal-interface pads (cells sit directly on the plate); open air between cells (natural convection and radiation to ambient). Cold plate: Aluminium headerless serpentine plate, 222 x 171 x 9.50 mm; 1 serpentine circuit(s) with 2 turns each, ports connected directly to the channels; channel diameter 2.31 mm, flow across the plate width (y); ports 2.31 mm on the front (inlet) and back (outlet) faces; minimum wall 2.3 mm. Completed runs 1: Coolant 50 wt% ethylene glycol / water at 14.8 °C inlet, 0.161 L/min (density 1068 kg/m³, cp 3284 J/kgK, viscosity 4.41 mPa·s). Ambient 18.7 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.241C, SOC 56%, state of health 97%; total heat generation 0.953 W (0.933 W in cells, 0.0203 W in terminals/interconnects, applied uniformly). Result: peak cell rise 1.87 K; cell spread 1.33 K; coolant rise 0.581 K; pressure drop 14.5 kPa 2: Coolant 50 wt% ethylene glycol / water at 14.3 °C inlet, 0.159 L/min (density 1068 kg/m³, cp 3282 J/kgK, viscosity 4.48 mPa·s). Ambient 33.0 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 1.93C, SOC 85%, state of health 94%; total heat generation 66.3 W (59.9 W in cells, 6.43 W in terminals/interconnects, applied uniformly). Result: peak cell rise 22.8 K; cell spread 15.5 K; coolant rise 8.15 K; pressure drop 14.4 kPa 3: Coolant water at 27.0 °C inlet, 0.100 L/min (density 996.5 kg/m³, cp 4181 J/kgK, viscosity 0.851 mPa·s). Ambient 44.7 °C, external heat-transfer coefficient 6.0 W/m²K on exposed surfaces. Load: discharge at 1.06C, SOC 46%, state of health 74%; total heat generation 35.2 W (34.2 W in cells, 0.994 W in terminals/interconnects, applied uniformly). Result: peak cell rise 14.0 K; cell spread 9.36 K; coolant rise 6.96 K; pressure drop 2.36 kPa New duties Duty W: Coolant water at 13.1 °C inlet, 0.119 L/min (density 999.4 kg/m³, cp 4191 J/kgK, viscosity 1.20 mPa·s). Ambient 27.2 °C, external heat-transfer coefficient 3.1 W/m²K on exposed surfaces. Load: discharge at 0.666C, SOC 29%, state of health 85%; total heat generation 28.7 W (27.8 W in cells, 0.892 W in terminals/interconnects, applied uniformly). Duty X: Coolant 50 wt% ethylene glycol / water at 12.8 °C inlet, 0.100 L/min (density 1069 kg/m³, cp 3274 J/kgK, viscosity 4.74 mPa·s). Ambient 15.1 °C, external heat-transfer coefficient 8.2 W/m²K on exposed surfaces. Load: charge at 0.699C, SOC 84%, state of health 79%; total heat generation 15.3 W (14.9 W in cells, 0.362 W in terminals/interconnects, applied uniformly). Duty Y: Coolant water at 21.1 °C inlet, 0.100 L/min (density 998.0 kg/m³, cp 4183 J/kgK, viscosity 0.975 mPa·s). Ambient 23.6 °C, external heat-transfer coefficient 6.6 W/m²K on exposed surfaces. Load: charge at 0.266C, SOC 12%, state of health 71%; total heat generation 2.59 W (2.52 W in cells, 0.0739 W in terminals/interconnects, applied uniformly). Duty Z: Coolant 30 wt% ethylene glycol / water at 23.1 °C inlet, 0.100 L/min (density 1037 kg/m³, cp 3727 J/kgK, viscosity 1.98 mPa·s). Ambient 29.5 °C, external heat-transfer coefficient 9.6 W/m²K on exposed surfaces. Load: discharge at 0.812C, SOC 70%, state of health 83%; total heat generation 12.7 W (11.9 W in cells, 0.816 W in terminals/interconnects, applied uniformly). Heat-balance regimes own_heat: the coolant removes essentially the pack's own heat: net heat exchanged with the surroundings is within ±25% of the pack's heat generation mixed: the pack also gains a significant amount of heat from the surroundings, between 25% and 100% of its own heat generation, and the coolant has to remove both ambient_gain: the pack gains more heat from the surroundings than it generates itself (net gain above 100% of its own heat generation) ambient_loss: more than 25% of the pack's own heat generation leaves to the surroundings rather than to the coolant Rank the four duties by peak cell rise above their own coolant inlet, largest first, and give the regime of each duty. Scoring: The score is 1 only if the ranking and every regime are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""ranking"": ""list of \""W\"", \""X\"", \""Y\"", \""Z\"", largest rise first"", ""regimes"": ""object mapping \""W\"", \""X\"", \""Y\"", \""Z\"" to \""own_heat\"" or \""mixed\"" or \""ambient_gain\"" or \""ambient_loss\""""}","{""duties"": [{""ambient_temperature_c"": 27.18659183010459, ""c_rate"": 0.6659846511830446, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.3626414328124, ""dynamic_viscosity_pa_s"": 0.0011959908543851, ""specific_heat_j_kgk"": 4190.648893230287, ""thermal_conductivity_w_mk"": 0.5851680557724169}, ""external_htc_w_m2k"": 3.1314019728451967, ""flow_lpm"": 0.1185913876105107, ""heat_w"": {""cells"": 27.790172556863983, ""interconnects"": 0.8915288701550008, ""total"": 28.681701427018982}, ""inlet_temperature_c"": 13.136736180929162, ""operation"": ""discharge"", ""soc"": 0.289299140824005, ""soh"": 0.8502206340432167}, {""ambient_temperature_c"": 15.133066773414612, ""c_rate"": 0.6986581495456405, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1068.6442092411496, ""dynamic_viscosity_pa_s"": 0.0047361538250168, ""specific_heat_j_kgk"": 3273.611691617565, ""thermal_conductivity_w_mk"": 0.3846899331844734}, ""external_htc_w_m2k"": 8.223327306099236, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 14.936170340655362, ""interconnects"": 0.3624359375855131, ""total"": 15.298606278240875}, ""inlet_temperature_c"": 12.796833263143265, ""operation"": ""charge"", ""soc"": 0.8432433565612882, ""soh"": 0.7925868804566562}, {""ambient_temperature_c"": 23.63251599483192, ""c_rate"": 0.2655256256758874, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 997.97491860104, ""dynamic_viscosity_pa_s"": 0.0009753093972697, ""specific_heat_j_kgk"": 4183.326256895827, ""thermal_conductivity_w_mk"": 0.5999313189821766}, ""external_htc_w_m2k"": 6.624106524512172, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 2.5165573228185, ""interconnects"": 0.0738867804884708, ""total"": 2.5904441033069707}, ""inlet_temperature_c"": 21.094604656100273, ""operation"": ""charge"", ""soc"": 0.1151180183980614, ""soh"": 0.7059960908256471}, {""ambient_temperature_c"": 29.45178741589189, ""c_rate"": 0.8119520215584048, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1036.740532149063, ""dynamic_viscosity_pa_s"": 0.0019762603608838, ""specific_heat_j_kgk"": 3727.4437227361695, ""thermal_conductivity_w_mk"": 0.4678052875381986}, ""external_htc_w_m2k"": 9.628485755994916, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 11.91397074370678, ""interconnects"": 0.8162450393344988, ""total"": 12.730215783041276}, ""inlet_temperature_c"": 23.142696698196232, ""operation"": ""discharge"", ""soc"": 0.7044026027433574, ""soh"": 0.8308901227079332}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 4.2, ""cell_count"": 48, ""cell_dimensions_mm"": {""diameter"": 21.7, ""height"": 70.2}, ""cell_family"": ""molicel_21700"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 2.732860252261162, ""chemistry"": ""INR layered oxide"", ""columns"": 8, ""interstitial"": ""air"", ""plate_coverage"": 0.8096945754394325, ""rows"": 6, ""tim_thickness_mm"": null}, ""plate"": {""channel_diameter_mm"": 2.312446296656877, ""flow_direction"": ""widthwise_y"", ""height_mm"": 9.5, ""inlet_face"": ""front"", ""layout"": ""headerless_serpentine"", ""length_mm"": 222.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 2.3466612603515387, ""outlet_face"": ""back"", ""parallel_paths"": 1, ""port_diameter_mm"": 2.312446296656877, ""turns"": 2, ""width_mm"": 171.0}, ""runs"": [{""ambient_temperature_c"": 18.71066030114889, ""c_rate"": 0.2412695619200925, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1067.6283634059366, ""dynamic_viscosity_pa_s"": 0.0044052311858436, ""specific_heat_j_kgk"": 3284.47660062359, ""thermal_conductivity_w_mk"": 0.3859368034205641}, ""external_htc_w_m2k"": 10.598426816985013, ""flow_lpm"": 0.1614444504412455, ""heat_w"": {""cells"": 0.9326724399317446, ""interconnects"": 0.0202595109979945, ""total"": 0.9529319509297391}, ""inlet_temperature_c"": 14.813379936036766, ""operation"": ""charge"", ""soc"": 0.5632689403370023, ""soh"": 0.9749353870749472}, {""ambient_temperature_c"": 33.01496027037501, ""c_rate"": 1.9303230710334571, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1067.8806452293038, ""dynamic_viscosity_pa_s"": 0.0044836874114533, ""specific_heat_j_kgk"": 3281.8049697866268, ""thermal_conductivity_w_mk"": 0.3856292310702341}, ""external_htc_w_m2k"": 11.445497752167284, ""flow_lpm"": 0.1589651072198169, ""heat_w"": {""cells"": 59.88435629895728, ""interconnects"": 6.43291958912945, ""total"": 66.31727588808673}, ""inlet_temperature_c"": 14.316124958670622, ""operation"": ""discharge"", ""soc"": 0.85151078668423, ""soh"": 0.9369202878326176}, {""ambient_temperature_c"": 44.671532646752894, ""c_rate"": 1.0587920886872793, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 996.5186379088824, ""dynamic_viscosity_pa_s"": 0.0008511035926224, ""specific_heat_j_kgk"": 4180.590897576351, ""thermal_conductivity_w_mk"": 0.6097214955159266}, ""external_htc_w_m2k"": 6.014448498375714, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 34.208997666878744, ""interconnects"": 0.9940412498496752, ""total"": 35.20303891672842}, ""inlet_temperature_c"": 26.989516479238592, ""operation"": ""discharge"", ""soc"": 0.4631245635449886, ""soh"": 0.7441528464667498}]}",,"{""ambient_ratio"": {""W"": 0.321560106925622, ""X"": -0.08285038551067453, ""Y"": 0.8485430070703853, ""Z"": 0.3448849277408851}, ""peak_C"": {""W"": 23.695794677734398, ""X"": 17.535821533203148, ""Y"": 22.632073974609398, ""Z"": 28.500207519531273}, ""ranking"": [""W"", ""Z"", ""X"", ""Y""], ""regimes"": {""W"": ""mixed"", ""X"": ""own_heat"", ""Y"": ""mixed"", ""Z"": ""mixed""}, ""rise_K"": {""W"": 10.559058496805221, ""X"": 4.738988270059906, ""Y"": 1.5374693185091246, ""Z"": 5.35751082133504}}","{""params"": {}, ""scorer"": ""operating_envelope""}","{""duty_modes"": [""chilled_high_load_tail"", ""controller_selected"", ""controller_selected"", ""controller_selected""], ""hottest_regime"": ""mixed"", ""interstitial"": ""air"", ""quick_right"": false, ""regimes"": [""mixed"", ""own_heat""], ""training_format"": ""envelope_4d""}","{""answer_case_names"": [""case11982"", ""case11981"", ""case11978"", ""case11980""], ""case_names"": [""case11984"", ""case11977"", ""case11983"", ""case11982"", ""case11981"", ""case11978"", ""case11980""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case11982"", ""case11981"", ""case11978"", ""case11980""], ""geometry_ids"": [""geom_4c5d1dbae2a8ba71"", ""geom_4c5d1dbae2a8ba71"", ""geom_4c5d1dbae2a8ba71"", ""geom_4c5d1dbae2a8ba71"", ""geom_4c5d1dbae2a8ba71"", ""geom_4c5d1dbae2a8ba71"", ""geom_4c5d1dbae2a8ba71""], ""point_cases"": [""case11984"", ""case11977"", ""case11983""], ""solve_signatures"": 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ejb-training-0.1-train_val-signoff-00372-9fc3cd,duty_signoff,single_turn,train_val,public_train,,"You are signing off a battery cold plate at one new duty from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 48 x 21700 cylindrical cell (Molicel P42A class) (4.20 Ah, INR layered oxide, 21.7 mm diameter x 70.2 mm tall) in a rectangular grid of 6 rows x 8 columns, 2.7 mm cell spacing; no thermal-interface pads (cells sit directly on the plate); open air between cells (natural convection and radiation to ambient). Cold plate: Aluminium headerless serpentine plate, 222 x 171 x 9.50 mm; 1 serpentine circuit(s) with 2 turns each, ports connected directly to the channels; channel diameter 2.31 mm, flow across the plate width (y); ports 2.31 mm on the front (inlet) and back (outlet) faces; minimum wall 2.3 mm. Completed runs 1: Coolant 30 wt% ethylene glycol / water at 23.1 °C inlet, 0.100 L/min (density 1037 kg/m³, cp 3727 J/kgK, viscosity 1.98 mPa·s). Ambient 29.5 °C, external heat-transfer coefficient 9.6 W/m²K on exposed surfaces. Load: discharge at 0.812C, SOC 70%, state of health 83%; total heat generation 12.7 W (11.9 W in cells, 0.816 W in terminals/interconnects, applied uniformly). Result: peak cell rise 5.36 K; cell spread 3.39 K; coolant rise 2.66 K; pressure drop 4.37 kPa 2: Coolant 50 wt% ethylene glycol / water at 12.8 °C inlet, 0.100 L/min (density 1069 kg/m³, cp 3274 J/kgK, viscosity 4.74 mPa·s). Ambient 15.1 °C, external heat-transfer coefficient 8.2 W/m²K on exposed surfaces. Load: charge at 0.699C, SOC 84%, state of health 79%; total heat generation 15.3 W (14.9 W in cells, 0.362 W in terminals/interconnects, applied uniformly). Result: peak cell rise 4.74 K; cell spread 2.81 K; coolant rise 2.41 K; pressure drop 8.50 kPa 3: Coolant 30 wt% ethylene glycol / water at 11.3 °C inlet, 0.155 L/min (density 1041 kg/m³, cp 3692 J/kgK, viscosity 2.86 mPa·s). Ambient 12.6 °C, external heat-transfer coefficient 4.5 W/m²K on exposed surfaces. Load: charge at 0.940C, SOC 37%, state of health 89%; total heat generation 23.1 W (20.5 W in cells, 2.58 W in terminals/interconnects, applied uniformly). Result: peak cell rise 6.47 K; cell spread 4.79 K; coolant rise 2.05 K; pressure drop 9.99 kPa Duties Duty X (peak cell limit 17.5 °C, pressure drop limit 16.3 kPa): Coolant 50 wt% ethylene glycol / water at 14.8 °C inlet, 0.161 L/min (density 1068 kg/m³, cp 3284 J/kgK, viscosity 4.41 mPa·s). Ambient 18.7 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.241C, SOC 56%, state of health 97%; total heat generation 0.953 W (0.933 W in cells, 0.0203 W in terminals/interconnects, applied uniformly). For each duty, say whether peak cell temperature stays at or below its limit and whether pressure drop stays at or below its limit. Scoring: The score is 1 only if every temperature and pressure verdict is correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""pressure"": ""object mapping \""X\"" to \""pass\"" or \""fail\"""", ""temperature"": ""object mapping \""X\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 18.71066030114889, ""c_rate"": 0.2412695619200925, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1067.6283634059366, ""dynamic_viscosity_pa_s"": 0.0044052311858436, ""specific_heat_j_kgk"": 3284.47660062359, ""thermal_conductivity_w_mk"": 0.3859368034205641}, ""external_htc_w_m2k"": 10.598426816985013, ""flow_lpm"": 0.1614444504412455, ""heat_w"": {""cells"": 0.9326724399317446, ""interconnects"": 0.0202595109979945, ""total"": 0.9529319509297391}, ""inlet_temperature_c"": 14.813379936036766, ""operation"": ""charge"", ""soc"": 0.5632689403370023, ""soh"": 0.9749353870749472}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 4.2, ""cell_count"": 48, ""cell_dimensions_mm"": {""diameter"": 21.7, ""height"": 70.2}, ""cell_family"": ""molicel_21700"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 2.732860252261162, ""chemistry"": ""INR layered oxide"", ""columns"": 8, ""interstitial"": ""air"", ""plate_coverage"": 0.8096945754394325, ""rows"": 6, ""tim_thickness_mm"": null}, ""plate"": {""channel_diameter_mm"": 2.312446296656877, ""flow_direction"": ""widthwise_y"", ""height_mm"": 9.5, ""inlet_face"": ""front"", ""layout"": ""headerless_serpentine"", ""length_mm"": 222.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 2.3466612603515387, ""outlet_face"": ""back"", ""parallel_paths"": 1, ""port_diameter_mm"": 2.312446296656877, ""turns"": 2, ""width_mm"": 171.0}, ""runs"": [{""ambient_temperature_c"": 29.45178741589189, ""c_rate"": 0.8119520215584048, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1036.740532149063, ""dynamic_viscosity_pa_s"": 0.0019762603608838, ""specific_heat_j_kgk"": 3727.4437227361695, ""thermal_conductivity_w_mk"": 0.4678052875381986}, ""external_htc_w_m2k"": 9.628485755994916, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 11.91397074370678, ""interconnects"": 0.8162450393344988, ""total"": 12.730215783041276}, ""inlet_temperature_c"": 23.142696698196232, ""operation"": ""discharge"", ""soc"": 0.7044026027433574, ""soh"": 0.8308901227079332}, {""ambient_temperature_c"": 15.133066773414612, ""c_rate"": 0.6986581495456405, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1068.6442092411496, ""dynamic_viscosity_pa_s"": 0.0047361538250168, ""specific_heat_j_kgk"": 3273.611691617565, ""thermal_conductivity_w_mk"": 0.3846899331844734}, ""external_htc_w_m2k"": 8.223327306099236, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 14.936170340655362, ""interconnects"": 0.3624359375855131, ""total"": 15.298606278240875}, ""inlet_temperature_c"": 12.796833263143265, ""operation"": ""charge"", ""soc"": 0.8432433565612882, ""soh"": 0.7925868804566562}, {""ambient_temperature_c"": 12.554920008406045, ""c_rate"": 0.9402540608262668, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1041.370571373249, ""dynamic_viscosity_pa_s"": 0.0028582115160714, ""specific_heat_j_kgk"": 3692.299537844311, ""thermal_conductivity_w_mk"": 0.4567026027689973}, ""external_htc_w_m2k"": 4.53436401207, ""flow_lpm"": 0.1549922540482304, ""heat_w"": {""cells"": 20.52747515533694, ""interconnects"": 2.5766608715509665, ""total"": 23.104136026887907}, ""inlet_temperature_c"": 11.260965179665702, ""operation"": ""charge"", ""soc"": 0.3683733434416354, ""soh"": 0.8880892511457205}]}",,"{""dP_kPa"": {""X"": 14.525483514228792}, ""limits_C"": {""X"": 17.5}, ""peak_C"": {""X"": 16.679040527343773}, ""pressure"": {""X"": ""pass""}, ""pressure_limits_kPa"": {""X"": 16.3}, ""rise_K"": {""X"": 1.8656605913070052}, ""temperature"": {""X"": ""pass""}}","{""params"": {}, ""scorer"": ""duty_signoff""}","{""duty_modes"": [""hydraulic_exploration""], ""duty_regimes"": [""ambient_heated""], ""interstitial"": ""air"", ""pressure_signoff"": ""pass"", ""quick_right"": false, ""reference_right"": true, ""shown_runs"": 3, ""signoff"": ""pass"", ""training_format"": ""signoff_1d3r""}","{""answer_case_names"": [""case11984""], ""case_names"": [""case11980"", ""case11981"", ""case11979"", ""case11984""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case11984""], ""geometry_ids"": [""geom_4c5d1dbae2a8ba71"", ""geom_4c5d1dbae2a8ba71"", ""geom_4c5d1dbae2a8ba71"", ""geom_4c5d1dbae2a8ba71""], ""run_cases"": [""case11980"", ""case11981"", ""case11979""], ""solve_signatures"": 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ejb-training-0.1-train_val-signoff-00378-8f29de,duty_signoff,single_turn,train_val,public_train,,"You are signing off a battery cold plate at one new duty from four completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 48 x 21700 cylindrical cell (Molicel P42A class) (4.20 Ah, INR layered oxide, 21.7 mm diameter x 70.2 mm tall) in a rectangular grid of 6 rows x 8 columns, 2.7 mm cell spacing; no thermal-interface pads (cells sit directly on the plate); open air between cells (natural convection and radiation to ambient). Cold plate: Aluminium headerless serpentine plate, 222 x 171 x 9.50 mm; 1 serpentine circuit(s) with 2 turns each, ports connected directly to the channels; channel diameter 2.31 mm, flow across the plate width (y); ports 2.31 mm on the front (inlet) and back (outlet) faces; minimum wall 2.3 mm. Completed runs 1: Coolant 30 wt% ethylene glycol / water at 11.3 °C inlet, 0.155 L/min (density 1041 kg/m³, cp 3692 J/kgK, viscosity 2.86 mPa·s). Ambient 12.6 °C, external heat-transfer coefficient 4.5 W/m²K on exposed surfaces. Load: charge at 0.940C, SOC 37%, state of health 89%; total heat generation 23.1 W (20.5 W in cells, 2.58 W in terminals/interconnects, applied uniformly). Result: peak cell rise 6.47 K; cell spread 4.79 K; coolant rise 2.05 K; pressure drop 9.99 kPa 2: Coolant 50 wt% ethylene glycol / water at 14.3 °C inlet, 0.159 L/min (density 1068 kg/m³, cp 3282 J/kgK, viscosity 4.48 mPa·s). Ambient 33.0 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 1.93C, SOC 85%, state of health 94%; total heat generation 66.3 W (59.9 W in cells, 6.43 W in terminals/interconnects, applied uniformly). Result: peak cell rise 22.8 K; cell spread 15.5 K; coolant rise 8.15 K; pressure drop 14.4 kPa 3: Coolant water at 27.0 °C inlet, 0.100 L/min (density 996.5 kg/m³, cp 4181 J/kgK, viscosity 0.851 mPa·s). Ambient 44.7 °C, external heat-transfer coefficient 6.0 W/m²K on exposed surfaces. Load: discharge at 1.06C, SOC 46%, state of health 74%; total heat generation 35.2 W (34.2 W in cells, 0.994 W in terminals/interconnects, applied uniformly). Result: peak cell rise 14.0 K; cell spread 9.36 K; coolant rise 6.96 K; pressure drop 2.36 kPa 4: Coolant water at 13.1 °C inlet, 0.119 L/min (density 999.4 kg/m³, cp 4191 J/kgK, viscosity 1.20 mPa·s). Ambient 27.2 °C, external heat-transfer coefficient 3.1 W/m²K on exposed surfaces. Load: discharge at 0.666C, SOC 29%, state of health 85%; total heat generation 28.7 W (27.8 W in cells, 0.892 W in terminals/interconnects, applied uniformly). Result: peak cell rise 10.6 K; cell spread 7.34 K; coolant rise 4.58 K; pressure drop 3.75 kPa Duties Duty X (peak cell limit 29.5 °C, pressure drop limit 3.54 kPa): Coolant 30 wt% ethylene glycol / water at 23.1 °C inlet, 0.100 L/min (density 1037 kg/m³, cp 3727 J/kgK, viscosity 1.98 mPa·s). Ambient 29.5 °C, external heat-transfer coefficient 9.6 W/m²K on exposed surfaces. Load: discharge at 0.812C, SOC 70%, state of health 83%; total heat generation 12.7 W (11.9 W in cells, 0.816 W in terminals/interconnects, applied uniformly). For each duty, say whether peak cell temperature stays at or below its limit and whether pressure drop stays at or below its limit. Scoring: The score is 1 only if every temperature and pressure verdict is correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""pressure"": ""object mapping \""X\"" to \""pass\"" or \""fail\"""", ""temperature"": ""object mapping \""X\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 29.45178741589189, ""c_rate"": 0.8119520215584048, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1036.740532149063, ""dynamic_viscosity_pa_s"": 0.0019762603608838, ""specific_heat_j_kgk"": 3727.4437227361695, ""thermal_conductivity_w_mk"": 0.4678052875381986}, ""external_htc_w_m2k"": 9.628485755994916, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 11.91397074370678, ""interconnects"": 0.8162450393344988, ""total"": 12.730215783041276}, ""inlet_temperature_c"": 23.142696698196232, ""operation"": ""discharge"", ""soc"": 0.7044026027433574, ""soh"": 0.8308901227079332}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 4.2, ""cell_count"": 48, ""cell_dimensions_mm"": {""diameter"": 21.7, ""height"": 70.2}, ""cell_family"": ""molicel_21700"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 2.732860252261162, ""chemistry"": ""INR layered oxide"", ""columns"": 8, ""interstitial"": ""air"", ""plate_coverage"": 0.8096945754394325, ""rows"": 6, ""tim_thickness_mm"": null}, ""plate"": {""channel_diameter_mm"": 2.312446296656877, ""flow_direction"": ""widthwise_y"", ""height_mm"": 9.5, ""inlet_face"": ""front"", ""layout"": ""headerless_serpentine"", ""length_mm"": 222.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 2.3466612603515387, ""outlet_face"": ""back"", ""parallel_paths"": 1, ""port_diameter_mm"": 2.312446296656877, ""turns"": 2, ""width_mm"": 171.0}, ""runs"": [{""ambient_temperature_c"": 12.554920008406045, ""c_rate"": 0.9402540608262668, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1041.370571373249, ""dynamic_viscosity_pa_s"": 0.0028582115160714, ""specific_heat_j_kgk"": 3692.299537844311, ""thermal_conductivity_w_mk"": 0.4567026027689973}, ""external_htc_w_m2k"": 4.53436401207, ""flow_lpm"": 0.1549922540482304, ""heat_w"": {""cells"": 20.52747515533694, ""interconnects"": 2.5766608715509665, ""total"": 23.104136026887907}, ""inlet_temperature_c"": 11.260965179665702, ""operation"": ""charge"", ""soc"": 0.3683733434416354, ""soh"": 0.8880892511457205}, {""ambient_temperature_c"": 33.01496027037501, ""c_rate"": 1.9303230710334571, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1067.8806452293038, ""dynamic_viscosity_pa_s"": 0.0044836874114533, ""specific_heat_j_kgk"": 3281.8049697866268, ""thermal_conductivity_w_mk"": 0.3856292310702341}, ""external_htc_w_m2k"": 11.445497752167284, ""flow_lpm"": 0.1589651072198169, ""heat_w"": {""cells"": 59.88435629895728, ""interconnects"": 6.43291958912945, ""total"": 66.31727588808673}, ""inlet_temperature_c"": 14.316124958670622, ""operation"": ""discharge"", ""soc"": 0.85151078668423, ""soh"": 0.9369202878326176}, {""ambient_temperature_c"": 44.671532646752894, ""c_rate"": 1.0587920886872793, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 996.5186379088824, ""dynamic_viscosity_pa_s"": 0.0008511035926224, ""specific_heat_j_kgk"": 4180.590897576351, ""thermal_conductivity_w_mk"": 0.6097214955159266}, ""external_htc_w_m2k"": 6.014448498375714, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 34.208997666878744, ""interconnects"": 0.9940412498496752, ""total"": 35.20303891672842}, ""inlet_temperature_c"": 26.989516479238592, ""operation"": ""discharge"", ""soc"": 0.4631245635449886, ""soh"": 0.7441528464667498}, {""ambient_temperature_c"": 27.18659183010459, ""c_rate"": 0.6659846511830446, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.3626414328124, ""dynamic_viscosity_pa_s"": 0.0011959908543851, ""specific_heat_j_kgk"": 4190.648893230287, ""thermal_conductivity_w_mk"": 0.5851680557724169}, ""external_htc_w_m2k"": 3.1314019728451967, ""flow_lpm"": 0.1185913876105107, ""heat_w"": {""cells"": 27.790172556863983, ""interconnects"": 0.8915288701550008, ""total"": 28.681701427018982}, ""inlet_temperature_c"": 13.136736180929162, ""operation"": ""discharge"", ""soc"": 0.289299140824005, ""soh"": 0.8502206340432167}]}",,"{""dP_kPa"": {""X"": 4.369453432711249}, ""limits_C"": {""X"": 29.5}, ""peak_C"": {""X"": 28.500207519531273}, ""pressure"": {""X"": ""fail""}, ""pressure_limits_kPa"": {""X"": 3.54}, ""rise_K"": {""X"": 5.35751082133504}, ""temperature"": {""X"": ""pass""}}","{""params"": {}, ""scorer"": ""duty_signoff""}","{""duty_modes"": [""controller_selected""], ""duty_regimes"": [""mixed""], ""interstitial"": ""air"", ""pressure_signoff"": ""fail"", ""quick_right"": false, ""reference_right"": true, ""shown_runs"": 4, ""signoff"": ""pass"", ""training_format"": ""signoff_1d4r""}","{""answer_case_names"": [""case11980""], ""case_names"": [""case11979"", ""case11977"", ""case11983"", ""case11982"", ""case11980""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case11980""], ""geometry_ids"": [""geom_4c5d1dbae2a8ba71"", ""geom_4c5d1dbae2a8ba71"", ""geom_4c5d1dbae2a8ba71"", ""geom_4c5d1dbae2a8ba71"", ""geom_4c5d1dbae2a8ba71""], ""run_cases"": [""case11979"", ""case11977"", ""case11983"", ""case11982""], ""solve_signatures"": 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ejb-training-0.1-train_val-signoff-00381-0adbad,duty_signoff,single_turn,train_val,public_train,,"You are signing off a battery cold plate at two new duties from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 48 x 21700 cylindrical cell (Molicel P42A class) (4.20 Ah, INR layered oxide, 21.7 mm diameter x 70.2 mm tall) in a rectangular grid of 6 rows x 8 columns, 2.7 mm cell spacing; no thermal-interface pads (cells sit directly on the plate); open air between cells (natural convection and radiation to ambient). Cold plate: Aluminium headerless serpentine plate, 222 x 171 x 9.50 mm; 1 serpentine circuit(s) with 2 turns each, ports connected directly to the channels; channel diameter 2.31 mm, flow across the plate width (y); ports 2.31 mm on the front (inlet) and back (outlet) faces; minimum wall 2.3 mm. Completed runs 1: Coolant 30 wt% ethylene glycol / water at 23.1 °C inlet, 0.100 L/min (density 1037 kg/m³, cp 3727 J/kgK, viscosity 1.98 mPa·s). Ambient 29.5 °C, external heat-transfer coefficient 9.6 W/m²K on exposed surfaces. Load: discharge at 0.812C, SOC 70%, state of health 83%; total heat generation 12.7 W (11.9 W in cells, 0.816 W in terminals/interconnects, applied uniformly). Result: peak cell rise 5.36 K; cell spread 3.39 K; coolant rise 2.66 K; pressure drop 4.37 kPa 2: Coolant 30 wt% ethylene glycol / water at 11.3 °C inlet, 0.155 L/min (density 1041 kg/m³, cp 3692 J/kgK, viscosity 2.86 mPa·s). Ambient 12.6 °C, external heat-transfer coefficient 4.5 W/m²K on exposed surfaces. Load: charge at 0.940C, SOC 37%, state of health 89%; total heat generation 23.1 W (20.5 W in cells, 2.58 W in terminals/interconnects, applied uniformly). Result: peak cell rise 6.47 K; cell spread 4.79 K; coolant rise 2.05 K; pressure drop 9.99 kPa 3: Coolant 50 wt% ethylene glycol / water at 14.3 °C inlet, 0.159 L/min (density 1068 kg/m³, cp 3282 J/kgK, viscosity 4.48 mPa·s). Ambient 33.0 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: discharge at 1.93C, SOC 85%, state of health 94%; total heat generation 66.3 W (59.9 W in cells, 6.43 W in terminals/interconnects, applied uniformly). Result: peak cell rise 22.8 K; cell spread 15.5 K; coolant rise 8.15 K; pressure drop 14.4 kPa Duties Duty X (peak cell limit 17.5 °C, pressure drop limit 12.3 kPa): Coolant 50 wt% ethylene glycol / water at 14.8 °C inlet, 0.161 L/min (density 1068 kg/m³, cp 3284 J/kgK, viscosity 4.41 mPa·s). Ambient 18.7 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.241C, SOC 56%, state of health 97%; total heat generation 0.953 W (0.933 W in cells, 0.0203 W in terminals/interconnects, applied uniformly). Duty Y (peak cell limit 22.0 °C, pressure drop limit 4.48 kPa): Coolant water at 13.1 °C inlet, 0.119 L/min (density 999.4 kg/m³, cp 4191 J/kgK, viscosity 1.20 mPa·s). Ambient 27.2 °C, external heat-transfer coefficient 3.1 W/m²K on exposed surfaces. Load: discharge at 0.666C, SOC 29%, state of health 85%; total heat generation 28.7 W (27.8 W in cells, 0.892 W in terminals/interconnects, applied uniformly). For each duty, say whether peak cell temperature stays at or below its limit and whether pressure drop stays at or below its limit. Scoring: The score is 1 only if every temperature and pressure verdict is correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""pressure"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\"""", ""temperature"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 18.71066030114889, ""c_rate"": 0.2412695619200925, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1067.6283634059366, ""dynamic_viscosity_pa_s"": 0.0044052311858436, ""specific_heat_j_kgk"": 3284.47660062359, ""thermal_conductivity_w_mk"": 0.3859368034205641}, ""external_htc_w_m2k"": 10.598426816985013, ""flow_lpm"": 0.1614444504412455, ""heat_w"": {""cells"": 0.9326724399317446, ""interconnects"": 0.0202595109979945, ""total"": 0.9529319509297391}, ""inlet_temperature_c"": 14.813379936036766, ""operation"": ""charge"", ""soc"": 0.5632689403370023, ""soh"": 0.9749353870749472}, {""ambient_temperature_c"": 27.18659183010459, ""c_rate"": 0.6659846511830446, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.3626414328124, ""dynamic_viscosity_pa_s"": 0.0011959908543851, ""specific_heat_j_kgk"": 4190.648893230287, ""thermal_conductivity_w_mk"": 0.5851680557724169}, ""external_htc_w_m2k"": 3.1314019728451967, ""flow_lpm"": 0.1185913876105107, ""heat_w"": {""cells"": 27.790172556863983, ""interconnects"": 0.8915288701550008, ""total"": 28.681701427018982}, ""inlet_temperature_c"": 13.136736180929162, ""operation"": ""discharge"", ""soc"": 0.289299140824005, ""soh"": 0.8502206340432167}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 4.2, ""cell_count"": 48, ""cell_dimensions_mm"": {""diameter"": 21.7, ""height"": 70.2}, ""cell_family"": ""molicel_21700"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 2.732860252261162, ""chemistry"": ""INR layered oxide"", ""columns"": 8, ""interstitial"": ""air"", ""plate_coverage"": 0.8096945754394325, ""rows"": 6, ""tim_thickness_mm"": null}, ""plate"": {""channel_diameter_mm"": 2.312446296656877, ""flow_direction"": ""widthwise_y"", ""height_mm"": 9.5, ""inlet_face"": ""front"", ""layout"": ""headerless_serpentine"", ""length_mm"": 222.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 2.3466612603515387, ""outlet_face"": ""back"", ""parallel_paths"": 1, ""port_diameter_mm"": 2.312446296656877, ""turns"": 2, ""width_mm"": 171.0}, ""runs"": [{""ambient_temperature_c"": 29.45178741589189, ""c_rate"": 0.8119520215584048, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1036.740532149063, ""dynamic_viscosity_pa_s"": 0.0019762603608838, ""specific_heat_j_kgk"": 3727.4437227361695, ""thermal_conductivity_w_mk"": 0.4678052875381986}, ""external_htc_w_m2k"": 9.628485755994916, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 11.91397074370678, ""interconnects"": 0.8162450393344988, ""total"": 12.730215783041276}, ""inlet_temperature_c"": 23.142696698196232, ""operation"": ""discharge"", ""soc"": 0.7044026027433574, ""soh"": 0.8308901227079332}, {""ambient_temperature_c"": 12.554920008406045, ""c_rate"": 0.9402540608262668, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1041.370571373249, ""dynamic_viscosity_pa_s"": 0.0028582115160714, ""specific_heat_j_kgk"": 3692.299537844311, ""thermal_conductivity_w_mk"": 0.4567026027689973}, ""external_htc_w_m2k"": 4.53436401207, ""flow_lpm"": 0.1549922540482304, ""heat_w"": {""cells"": 20.52747515533694, ""interconnects"": 2.5766608715509665, ""total"": 23.104136026887907}, ""inlet_temperature_c"": 11.260965179665702, ""operation"": ""charge"", ""soc"": 0.3683733434416354, ""soh"": 0.8880892511457205}, {""ambient_temperature_c"": 33.01496027037501, ""c_rate"": 1.9303230710334571, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1067.8806452293038, ""dynamic_viscosity_pa_s"": 0.0044836874114533, ""specific_heat_j_kgk"": 3281.8049697866268, ""thermal_conductivity_w_mk"": 0.3856292310702341}, ""external_htc_w_m2k"": 11.445497752167284, ""flow_lpm"": 0.1589651072198169, ""heat_w"": {""cells"": 59.88435629895728, ""interconnects"": 6.43291958912945, ""total"": 66.31727588808673}, ""inlet_temperature_c"": 14.316124958670622, ""operation"": ""discharge"", ""soc"": 0.85151078668423, ""soh"": 0.9369202878326176}]}",,"{""dP_kPa"": {""X"": 14.525483514228792, ""Y"": 3.7497508021503307}, ""limits_C"": {""X"": 17.5, ""Y"": 22.0}, ""peak_C"": {""X"": 16.679040527343773, ""Y"": 23.695794677734398}, ""pressure"": {""X"": ""fail"", ""Y"": ""pass""}, ""pressure_limits_kPa"": {""X"": 12.3, ""Y"": 4.48}, ""rise_K"": {""X"": 1.8656605913070052, ""Y"": 10.559058496805221}, ""temperature"": {""X"": ""pass"", ""Y"": ""fail""}}","{""params"": {}, ""scorer"": ""duty_signoff""}","{""duty_modes"": [""hydraulic_exploration"", ""chilled_high_load_tail""], ""duty_regimes"": [""ambient_heated"", ""mixed""], ""interstitial"": ""air"", ""pressure_signoff"": ""fail_pass"", ""quick_right"": false, ""reference_right"": true, ""shown_runs"": 3, ""signoff"": ""pass_fail"", ""training_format"": ""signoff_2d3r""}","{""answer_case_names"": [""case11984"", ""case11982""], ""case_names"": [""case11980"", ""case11979"", ""case11977"", ""case11984"", ""case11982""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case11984"", ""case11982""], ""geometry_ids"": [""geom_4c5d1dbae2a8ba71"", ""geom_4c5d1dbae2a8ba71"", ""geom_4c5d1dbae2a8ba71"", ""geom_4c5d1dbae2a8ba71"", ""geom_4c5d1dbae2a8ba71""], ""run_cases"": [""case11980"", ""case11979"", ""case11977""], ""solve_signatures"": 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ejb-training-0.1-train_val-campaign-00384-b54fd5,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The five planned test points are listed below. Six result sheets came back from the rig, but their labels were lost and some entries are illegible. Five belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 14 x EVE LF105-class prismatic cell (105 Ah, LFP/graphite, 36.4 x 130 x 200 mm) in a rectangular grid of 2 rows x 7 columns, 1.1 mm cell spacing; a 1.8 mm thermal-interface pad under each cell; open air between cells (natural convection and radiation to ambient). Cold plate: Aluminium centre-fed parallel-channel plate, 284 x 285 x 16.2 mm; 26 parallel round channels fed by a bifurcating centre manifold; channel diameter 2.63 mm, flow along the plate length (x); ports 10.5 mm on the left (inlet) and right (outlet) faces; minimum wall 1.9 mm. Planned test points 1: Coolant water at 14.3 °C inlet, 5.48 L/min (density 999.2 kg/m³, cp 4189 J/kgK, viscosity 1.16 mPa·s). Ambient 27.2 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.269C, SOC 81%, state of health 92%; total heat generation 8.45 W (7.55 W in cells, 0.906 W in terminals/interconnects, applied uniformly). 2: Coolant water at 20.0 °C inlet, 0.200 L/min (density 998.2 kg/m³, cp 4184 J/kgK, viscosity 1.00 mPa·s). Ambient 33.7 °C, external heat-transfer coefficient 8.5 W/m²K on exposed surfaces. Load: charge at 0.500C, SOC 58%, state of health 84%; total heat generation 23.5 W (22.7 W in cells, 0.834 W in terminals/interconnects, applied uniformly). 3: Coolant 50 wt% ethylene glycol / water at 22.8 °C inlet, 0.200 L/min (density 1063 kg/m³, cp 3327 J/kgK, viscosity 3.38 mPa·s). Ambient 36.6 °C, external heat-transfer coefficient 6.9 W/m²K on exposed surfaces. Load: charge at 0.445C, SOC 28%, state of health 95%; total heat generation 13.0 W (12.6 W in cells, 0.323 W in terminals/interconnects, applied uniformly). 4: Coolant water at 23.3 °C inlet, 0.200 L/min (density 997.5 kg/m³, cp 4182 J/kgK, viscosity 0.926 mPa·s). Ambient 22.3 °C, external heat-transfer coefficient 10 W/m²K on exposed surfaces. Load: discharge at 0.379C, SOC 70%, state of health 87%; total heat generation 39.3 W (37.9 W in cells, 1.40 W in terminals/interconnects, applied uniformly). 5: Coolant 30 wt% ethylene glycol / water at 11.5 °C inlet, 0.200 L/min (density 1041 kg/m³, cp 3693 J/kgK, viscosity 2.84 mPa·s). Ambient 15.9 °C, external heat-transfer coefficient 9.1 W/m²K on exposed surfaces. Load: discharge at 0.224C, SOC 92%, state of health 80%; total heat generation 8.48 W (8.10 W in cells, 0.380 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 9.15 K; cell spread 8.59 K; coolant rise 0.167 K; pressure drop illegible B peak cell rise 9.40 K; cell spread 5.85 K; coolant rise illegible; pressure drop 3.77 kPa C peak cell rise 11.8 K; cell spread 9.13 K; coolant rise 4.40 K; pressure drop 0.0302 kPa D peak cell rise 4.17 K; cell spread 3.56 K; coolant rise 1.38 K; pressure drop illegible E peak cell rise 3.84 K; cell spread 2.83 K; coolant rise illegible; pressure drop 0.0765 kPa F peak cell rise 11.4 K; cell spread 8.31 K; coolant rise 4.38 K; pressure drop 0.0900 kPa Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 37.5 °C): Coolant 30 wt% ethylene glycol / water at 33.1 °C inlet, 0.348 L/min (density 1032 kg/m³, cp 3756 J/kgK, viscosity 1.51 mPa·s). Ambient 33.8 °C, external heat-transfer coefficient 5.1 W/m²K on exposed surfaces. Load: discharge at 0.338C, SOC 17%, state of health 77%; total heat generation 46.8 W (46.2 W in cells, 0.615 W in terminals/interconnects, applied uniformly). Duty Y (limit 19.5 °C): Coolant 50 wt% ethylene glycol / water at 5.1 °C inlet, 0.200 L/min (density 1072 kg/m³, cp 3231 J/kgK, viscosity 6.38 mPa·s). Ambient 17.0 °C, external heat-transfer coefficient 5.3 W/m²K on exposed surfaces. Load: discharge at 0.251C, SOC 37%, state of health 100%; total heat generation 45.1 W (44.8 W in cells, 0.340 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""5\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 33.774946513585746, ""c_rate"": 0.3380553062298652, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1032.2265120228426, ""dynamic_viscosity_pa_s"": 0.0015136027691839, ""specific_heat_j_kgk"": 3756.10726040562, ""thermal_conductivity_w_mk"": 0.4768968152291254}, ""external_htc_w_m2k"": 5.105693695135415, ""flow_lpm"": 0.3477676345375207, ""heat_w"": {""cells"": 46.15560983122946, ""interconnects"": 0.6145822549690683, ""total"": 46.77019208619853}, ""inlet_temperature_c"": 33.12336745671928, ""operation"": ""discharge"", ""soc"": 0.1744112210813909, ""soh"": 0.769439554400742}, {""ambient_temperature_c"": 16.980406809598207, ""c_rate"": 0.2512162669042777, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1072.345003014182, ""dynamic_viscosity_pa_s"": 0.0063829058076854, ""specific_heat_j_kgk"": 3231.3622547816462, ""thermal_conductivity_w_mk"": 0.3799377858608407}, ""external_htc_w_m2k"": 5.3317639315500855, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 44.76625806710498, ""interconnects"": 0.3397274276740107, ""total"": 45.10598549477899}, ""inlet_temperature_c"": 5.089022554457188, ""operation"": ""discharge"", ""soc"": 0.3749650421086699, ""soh"": 0.9959824755787848}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 105.0, ""cell_count"": 14, ""cell_dimensions_mm"": {""height"": 200.5, ""length"": 36.35, ""width"": 130.3}, ""cell_family"": ""eve_lf105"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 1.1159636564552784, ""chemistry"": ""LFP/graphite"", ""columns"": 7, ""interstitial"": ""air"", ""plate_coverage"": 0.8676392730506948, ""rows"": 2, ""tim_thickness_mm"": 1.835652305325493}, ""planned_points"": [{""ambient_temperature_c"": 27.22774521447718, ""c_rate"": 0.2691420782248831, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.208008638958, ""dynamic_viscosity_pa_s"": 0.001159577595387, ""specific_heat_j_kgk"": 4189.266391497338, ""thermal_conductivity_w_mk"": 0.5874119576001772}, ""external_htc_w_m2k"": 10.993886047974229, ""flow_lpm"": 5.4754302527866745, ""heat_w"": {""cells"": 7.54573894241674, ""interconnects"": 0.9064999295781644, ""total"": 8.452238871994904}, ""inlet_temperature_c"": 14.280330074951053, ""operation"": ""charge"", ""soc"": 0.8057724533602595, ""soh"": 0.9220104539766908}, {""ambient_temperature_c"": 33.6970787961036, ""c_rate"": 0.4997916681415607, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.1986874843784, ""dynamic_viscosity_pa_s"": 0.0010005921926052, ""specific_heat_j_kgk"": 4184.022412909193, ""thermal_conductivity_w_mk"": 0.5980847529183668}, ""external_htc_w_m2k"": 8.487990835681558, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 22.709580416602925, ""interconnects"": 0.8335366558351284, ""total"": 23.543117072438054}, ""inlet_temperature_c"": 20.04095298101427, ""operation"": ""charge"", ""soc"": 0.5788377119228244, ""soh"": 0.8437102355062961}, {""ambient_temperature_c"": 36.556389601901174, ""c_rate"": 0.4450682028762335, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1063.4169690866431, ""dynamic_viscosity_pa_s"": 0.0033763613733908, ""specific_heat_j_kgk"": 3326.7236941120877, ""thermal_conductivity_w_mk"": 0.390888215670032}, ""external_htc_w_m2k"": 6.94759597722441, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 12.645896575578142, ""interconnects"": 0.3230892672009089, ""total"": 12.968985842779052}, 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""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-polymesh-flow-gate+native-polymesh-bounded-pressure-recovery+native-polymesh-fixed-outlet-handoff+native-polymesh-point-velocity-trust+native-polymesh-mass-recovery-cut+native-polymesh-zero-hot-cell-speed-rail+native-polymesh-progressive-mass-recovery+native-polymesh-owner-window-cfl-recovery+flow-gate-fixed-outlet-pressure-drop+cutcell-face-normal-boundary-distance+cutcell-postclosure-owner-dose+durable-flow-restart+sealed-gap-buoyancy-gate+acm-potential-wall-ramp+acm-reference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-09-v3\""""], ""stray_case"": ""case13286""}" ejb-training-0.1-train_val-campaign-00387-63188c,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The five planned test points are listed below. Six result sheets came back from the rig, but their labels were lost and some entries are illegible. Five belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 14 x EVE LF105-class prismatic cell (105 Ah, LFP/graphite, 36.4 x 130 x 200 mm) in a rectangular grid of 2 rows x 7 columns, 1.1 mm cell spacing; a 1.8 mm thermal-interface pad under each cell; open air between cells (natural convection and radiation to ambient). Cold plate: Aluminium centre-fed parallel-channel plate, 284 x 285 x 16.2 mm; 26 parallel round channels fed by a bifurcating centre manifold; channel diameter 2.63 mm, flow along the plate length (x); ports 10.5 mm on the left (inlet) and right (outlet) faces; minimum wall 1.9 mm. Planned test points 1: Coolant water at 23.3 °C inlet, 0.200 L/min (density 997.5 kg/m³, cp 4182 J/kgK, viscosity 0.926 mPa·s). Ambient 22.3 °C, external heat-transfer coefficient 10 W/m²K on exposed surfaces. Load: discharge at 0.379C, SOC 70%, state of health 87%; total heat generation 39.3 W (37.9 W in cells, 1.40 W in terminals/interconnects, applied uniformly). 2: Coolant 50 wt% ethylene glycol / water at 16.9 °C inlet, 0.200 L/min (density 1067 kg/m³, cp 3296 J/kgK, viscosity 4.10 mPa·s). Ambient 32.0 °C, external heat-transfer coefficient 3.5 W/m²K on exposed surfaces. Load: charge at 0.301C, SOC 48%, state of health 72%; total heat generation 10.9 W (10.5 W in cells, 0.322 W in terminals/interconnects, applied uniformly). 3: Coolant water at 20.0 °C inlet, 0.200 L/min (density 998.2 kg/m³, cp 4184 J/kgK, viscosity 1.00 mPa·s). Ambient 33.7 °C, external heat-transfer coefficient 8.5 W/m²K on exposed surfaces. Load: charge at 0.500C, SOC 58%, state of health 84%; total heat generation 23.5 W (22.7 W in cells, 0.834 W in terminals/interconnects, applied uniformly). 4: Coolant 50 wt% ethylene glycol / water at 5.1 °C inlet, 0.200 L/min (density 1072 kg/m³, cp 3231 J/kgK, viscosity 6.38 mPa·s). Ambient 17.0 °C, external heat-transfer coefficient 5.3 W/m²K on exposed surfaces. Load: discharge at 0.251C, SOC 37%, state of health 100%; total heat generation 45.1 W (44.8 W in cells, 0.340 W in terminals/interconnects, applied uniformly). 5: Coolant 30 wt% ethylene glycol / water at 11.5 °C inlet, 0.200 L/min (density 1041 kg/m³, cp 3693 J/kgK, viscosity 2.84 mPa·s). Ambient 15.9 °C, external heat-transfer coefficient 9.1 W/m²K on exposed surfaces. Load: discharge at 0.224C, SOC 92%, state of health 80%; total heat generation 8.48 W (8.10 W in cells, 0.380 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 3.84 K; cell spread 2.83 K; coolant rise 1.51 K; pressure drop illegible B peak cell rise 11.8 K; cell spread 9.13 K; coolant rise 4.40 K; pressure drop illegible C peak cell rise 4.17 K; cell spread 3.56 K; coolant rise 1.38 K; pressure drop 0.0282 kPa D peak cell rise 12.1 K; cell spread 9.02 K; coolant rise 4.39 K; pressure drop 0.108 kPa E peak cell rise 12.0 K; cell spread 8.18 K; coolant rise illegible; pressure drop 0.165 kPa F peak cell rise 11.1 K; cell spread 6.12 K; coolant rise illegible; pressure drop 0.0907 kPa Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 37.5 °C): Coolant 30 wt% ethylene glycol / water at 33.1 °C inlet, 0.348 L/min (density 1032 kg/m³, cp 3756 J/kgK, viscosity 1.51 mPa·s). Ambient 33.8 °C, external heat-transfer coefficient 5.1 W/m²K on exposed surfaces. Load: discharge at 0.338C, SOC 17%, state of health 77%; total heat generation 46.8 W (46.2 W in cells, 0.615 W in terminals/interconnects, applied uniformly). Duty Y (limit 22.0 °C): Coolant water at 14.3 °C inlet, 5.48 L/min (density 999.2 kg/m³, cp 4189 J/kgK, viscosity 1.16 mPa·s). Ambient 27.2 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.269C, SOC 81%, state of health 92%; total heat generation 8.45 W (7.55 W in cells, 0.906 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""5\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 33.774946513585746, ""c_rate"": 0.3380553062298652, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1032.2265120228426, ""dynamic_viscosity_pa_s"": 0.0015136027691839, ""specific_heat_j_kgk"": 3756.10726040562, ""thermal_conductivity_w_mk"": 0.4768968152291254}, ""external_htc_w_m2k"": 5.105693695135415, ""flow_lpm"": 0.3477676345375207, ""heat_w"": {""cells"": 46.15560983122946, ""interconnects"": 0.6145822549690683, ""total"": 46.77019208619853}, 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""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-polymesh-flow-gate+native-polymesh-bounded-pressure-recovery+native-polymesh-fixed-outlet-handoff+native-polymesh-point-velocity-trust+native-polymesh-mass-recovery-cut+native-polymesh-zero-hot-cell-speed-rail+native-polymesh-progressive-mass-recovery+native-polymesh-owner-window-cfl-recovery+flow-gate-fixed-outlet-pressure-drop+cutcell-face-normal-boundary-distance+cutcell-postclosure-owner-dose+durable-flow-restart+sealed-gap-buoyancy-gate+acm-potential-wall-ramp+acm-reference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-09-v3\""""], ""stray_case"": ""case11589""}" ejb-training-0.1-train_val-campaign-00388-6a9d33,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The five planned test points are listed below. Six result sheets came back from the rig, but their labels were lost and some entries are illegible. Five belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 14 x EVE LF105-class prismatic cell (105 Ah, LFP/graphite, 36.4 x 130 x 200 mm) in a rectangular grid of 2 rows x 7 columns, 1.1 mm cell spacing; a 1.8 mm thermal-interface pad under each cell; open air between cells (natural convection and radiation to ambient). Cold plate: Aluminium centre-fed parallel-channel plate, 284 x 285 x 16.2 mm; 26 parallel round channels fed by a bifurcating centre manifold; channel diameter 2.63 mm, flow along the plate length (x); ports 10.5 mm on the left (inlet) and right (outlet) faces; minimum wall 1.9 mm. Planned test points 1: Coolant 50 wt% ethylene glycol / water at 16.9 °C inlet, 0.200 L/min (density 1067 kg/m³, cp 3296 J/kgK, viscosity 4.10 mPa·s). Ambient 32.0 °C, external heat-transfer coefficient 3.5 W/m²K on exposed surfaces. Load: charge at 0.301C, SOC 48%, state of health 72%; total heat generation 10.9 W (10.5 W in cells, 0.322 W in terminals/interconnects, applied uniformly). 2: Coolant water at 20.0 °C inlet, 0.200 L/min (density 998.2 kg/m³, cp 4184 J/kgK, viscosity 1.00 mPa·s). Ambient 33.7 °C, external heat-transfer coefficient 8.5 W/m²K on exposed surfaces. Load: charge at 0.500C, SOC 58%, state of health 84%; total heat generation 23.5 W (22.7 W in cells, 0.834 W in terminals/interconnects, applied uniformly). 3: Coolant 30 wt% ethylene glycol / water at 33.1 °C inlet, 0.348 L/min (density 1032 kg/m³, cp 3756 J/kgK, viscosity 1.51 mPa·s). Ambient 33.8 °C, external heat-transfer coefficient 5.1 W/m²K on exposed surfaces. Load: discharge at 0.338C, SOC 17%, state of health 77%; total heat generation 46.8 W (46.2 W in cells, 0.615 W in terminals/interconnects, applied uniformly). 4: Coolant 30 wt% ethylene glycol / water at 11.5 °C inlet, 0.200 L/min (density 1041 kg/m³, cp 3693 J/kgK, viscosity 2.84 mPa·s). Ambient 15.9 °C, external heat-transfer coefficient 9.1 W/m²K on exposed surfaces. Load: discharge at 0.224C, SOC 92%, state of health 80%; total heat generation 8.48 W (8.10 W in cells, 0.380 W in terminals/interconnects, applied uniformly). 5: Coolant 50 wt% ethylene glycol / water at 22.8 °C inlet, 0.200 L/min (density 1063 kg/m³, cp 3327 J/kgK, viscosity 3.38 mPa·s). Ambient 36.6 °C, external heat-transfer coefficient 6.9 W/m²K on exposed surfaces. Load: charge at 0.445C, SOC 28%, state of health 95%; total heat generation 13.0 W (12.6 W in cells, 0.323 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 5.37 K; cell spread 4.42 K; coolant rise 1.40 K; pressure drop illegible B peak cell rise 11.8 K; cell spread 9.13 K; coolant rise illegible; pressure drop 0.0302 kPa C peak cell rise 11.4 K; cell spread 8.31 K; coolant rise illegible; pressure drop 0.0900 kPa D peak cell rise 3.84 K; cell spread 2.83 K; coolant rise 1.51 K; pressure drop illegible E peak cell rise 4.67 K; cell spread 3.04 K; coolant rise 1.60 K; pressure drop 0.0939 kPa F peak cell rise 12.1 K; cell spread 9.02 K; coolant rise 4.39 K; pressure drop 0.108 kPa Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 19.0 °C): Coolant 50 wt% ethylene glycol / water at 5.1 °C inlet, 0.200 L/min (density 1072 kg/m³, cp 3231 J/kgK, viscosity 6.38 mPa·s). Ambient 17.0 °C, external heat-transfer coefficient 5.3 W/m²K on exposed surfaces. Load: discharge at 0.251C, SOC 37%, state of health 100%; total heat generation 45.1 W (44.8 W in cells, 0.340 W in terminals/interconnects, applied uniformly). Duty Y (limit 22.0 °C): Coolant water at 14.3 °C inlet, 5.48 L/min (density 999.2 kg/m³, cp 4189 J/kgK, viscosity 1.16 mPa·s). Ambient 27.2 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.269C, SOC 81%, state of health 92%; total heat generation 8.45 W (7.55 W in cells, 0.906 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""5\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 16.980406809598207, ""c_rate"": 0.2512162669042777, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1072.345003014182, ""dynamic_viscosity_pa_s"": 0.0063829058076854, ""specific_heat_j_kgk"": 3231.3622547816462, ""thermal_conductivity_w_mk"": 0.3799377858608407}, ""external_htc_w_m2k"": 5.3317639315500855, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 44.76625806710498, ""interconnects"": 0.3397274276740107, ""total"": 45.10598549477899}, ""inlet_temperature_c"": 5.089022554457188, ""operation"": ""discharge"", ""soc"": 0.3749650421086699, ""soh"": 0.9959824755787848}, {""ambient_temperature_c"": 27.22774521447718, ""c_rate"": 0.2691420782248831, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.208008638958, ""dynamic_viscosity_pa_s"": 0.001159577595387, ""specific_heat_j_kgk"": 4189.266391497338, ""thermal_conductivity_w_mk"": 0.5874119576001772}, ""external_htc_w_m2k"": 10.993886047974229, ""flow_lpm"": 5.4754302527866745, ""heat_w"": {""cells"": 7.54573894241674, ""interconnects"": 0.9064999295781644, ""total"": 8.452238871994904}, ""inlet_temperature_c"": 14.280330074951053, ""operation"": ""charge"", ""soc"": 0.8057724533602595, ""soh"": 0.9220104539766908}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 105.0, ""cell_count"": 14, ""cell_dimensions_mm"": {""height"": 200.5, ""length"": 36.35, ""width"": 130.3}, ""cell_family"": ""eve_lf105"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 1.1159636564552784, ""chemistry"": ""LFP/graphite"", ""columns"": 7, ""interstitial"": ""air"", ""plate_coverage"": 0.8676392730506948, ""rows"": 2, ""tim_thickness_mm"": 1.835652305325493}, ""planned_points"": [{""ambient_temperature_c"": 31.991329649463296, ""c_rate"": 0.3012220442553384, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1066.566549343884, ""dynamic_viscosity_pa_s"": 0.0040992082462126, ""specific_heat_j_kgk"": 3295.5361034179377, ""thermal_conductivity_w_mk"": 0.387216886557128}, ""external_htc_w_m2k"": 3.5342635894194245, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 10.54236361171564, ""interconnects"": 0.322060567958682, ""total"": 10.86442417967432}, ""inlet_temperature_c"": 16.881798006955655, ""operation"": ""charge"", ""soc"": 0.4766572808846832, ""soh"": 0.7211130359210074}, {""ambient_temperature_c"": 33.6970787961036, ""c_rate"": 0.4997916681415607, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.1986874843784, ""dynamic_viscosity_pa_s"": 0.0010005921926052, ""specific_heat_j_kgk"": 4184.022412909193, ""thermal_conductivity_w_mk"": 0.5980847529183668}, ""external_htc_w_m2k"": 8.487990835681558, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 22.709580416602925, ""interconnects"": 0.8335366558351284, ""total"": 23.543117072438054}, ""inlet_temperature_c"": 20.04095298101427, ""operation"": ""charge"", ""soc"": 0.5788377119228244, ""soh"": 0.8437102355062961}, {""ambient_temperature_c"": 33.774946513585746, ""c_rate"": 0.3380553062298652, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1032.2265120228426, ""dynamic_viscosity_pa_s"": 0.0015136027691839, ""specific_heat_j_kgk"": 3756.10726040562, ""thermal_conductivity_w_mk"": 0.4768968152291254}, ""external_htc_w_m2k"": 5.105693695135415, ""flow_lpm"": 0.3477676345375207, ""heat_w"": {""cells"": 46.15560983122946, ""interconnects"": 0.6145822549690683, 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""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-polymesh-flow-gate+native-polymesh-bounded-pressure-recovery+native-polymesh-fixed-outlet-handoff+native-polymesh-point-velocity-trust+native-polymesh-mass-recovery-cut+native-polymesh-zero-hot-cell-speed-rail+native-polymesh-progressive-mass-recovery+native-polymesh-owner-window-cfl-recovery+flow-gate-fixed-outlet-pressure-drop+cutcell-face-normal-boundary-distance+cutcell-postclosure-owner-dose+durable-flow-restart+sealed-gap-buoyancy-gate+acm-potential-wall-ramp+acm-reference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-09-v3\""""], ""stray_case"": ""case11586""}" ejb-training-0.1-train_val-campaign-00390-242bbe,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The four planned test points are listed below. Five result sheets came back from the rig, but their labels were lost and some entries are illegible. Four belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 14 x EVE LF105-class prismatic cell (105 Ah, LFP/graphite, 36.4 x 130 x 200 mm) in a rectangular grid of 2 rows x 7 columns, 1.1 mm cell spacing; a 1.8 mm thermal-interface pad under each cell; open air between cells (natural convection and radiation to ambient). Cold plate: Aluminium centre-fed parallel-channel plate, 284 x 285 x 16.2 mm; 26 parallel round channels fed by a bifurcating centre manifold; channel diameter 2.63 mm, flow along the plate length (x); ports 10.5 mm on the left (inlet) and right (outlet) faces; minimum wall 1.9 mm. Planned test points 1: Coolant water at 20.0 °C inlet, 0.200 L/min (density 998.2 kg/m³, cp 4184 J/kgK, viscosity 1.00 mPa·s). Ambient 33.7 °C, external heat-transfer coefficient 8.5 W/m²K on exposed surfaces. Load: charge at 0.500C, SOC 58%, state of health 84%; total heat generation 23.5 W (22.7 W in cells, 0.834 W in terminals/interconnects, applied uniformly). 2: Coolant 30 wt% ethylene glycol / water at 11.5 °C inlet, 0.200 L/min (density 1041 kg/m³, cp 3693 J/kgK, viscosity 2.84 mPa·s). Ambient 15.9 °C, external heat-transfer coefficient 9.1 W/m²K on exposed surfaces. Load: discharge at 0.224C, SOC 92%, state of health 80%; total heat generation 8.48 W (8.10 W in cells, 0.380 W in terminals/interconnects, applied uniformly). 3: Coolant 50 wt% ethylene glycol / water at 22.8 °C inlet, 0.200 L/min (density 1063 kg/m³, cp 3327 J/kgK, viscosity 3.38 mPa·s). Ambient 36.6 °C, external heat-transfer coefficient 6.9 W/m²K on exposed surfaces. Load: charge at 0.445C, SOC 28%, state of health 95%; total heat generation 13.0 W (12.6 W in cells, 0.323 W in terminals/interconnects, applied uniformly). 4: Coolant 50 wt% ethylene glycol / water at 5.1 °C inlet, 0.200 L/min (density 1072 kg/m³, cp 3231 J/kgK, viscosity 6.38 mPa·s). Ambient 17.0 °C, external heat-transfer coefficient 5.3 W/m²K on exposed surfaces. Load: discharge at 0.251C, SOC 37%, state of health 100%; total heat generation 45.1 W (44.8 W in cells, 0.340 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 11.4 K; cell spread 8.31 K; coolant rise 4.38 K; pressure drop 0.0900 kPa B peak cell rise 3.84 K; cell spread 2.83 K; coolant rise illegible; pressure drop 0.0765 kPa C peak cell rise 12.1 K; cell spread 10.1 K; coolant rise 2.88 K; pressure drop illegible D peak cell rise 11.8 K; cell spread 9.13 K; coolant rise 4.40 K; pressure drop illegible E peak cell rise 12.0 K; cell spread 8.18 K; coolant rise illegible; pressure drop 0.165 kPa Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 39.5 °C): Coolant 30 wt% ethylene glycol / water at 33.1 °C inlet, 0.348 L/min (density 1032 kg/m³, cp 3756 J/kgK, viscosity 1.51 mPa·s). Ambient 33.8 °C, external heat-transfer coefficient 5.1 W/m²K on exposed surfaces. Load: discharge at 0.338C, SOC 17%, state of health 77%; total heat generation 46.8 W (46.2 W in cells, 0.615 W in terminals/interconnects, applied uniformly). Duty Y (limit 24.5 °C): Coolant water at 14.3 °C inlet, 5.48 L/min (density 999.2 kg/m³, cp 4189 J/kgK, viscosity 1.16 mPa·s). Ambient 27.2 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.269C, SOC 81%, state of health 92%; total heat generation 8.45 W (7.55 W in cells, 0.906 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""4\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 33.774946513585746, ""c_rate"": 0.3380553062298652, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1032.2265120228426, ""dynamic_viscosity_pa_s"": 0.0015136027691839, ""specific_heat_j_kgk"": 3756.10726040562, ""thermal_conductivity_w_mk"": 0.4768968152291254}, ""external_htc_w_m2k"": 5.105693695135415, ""flow_lpm"": 0.3477676345375207, ""heat_w"": {""cells"": 46.15560983122946, ""interconnects"": 0.6145822549690683, ""total"": 46.77019208619853}, 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eference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-09-v3\""""], ""stray_case"": ""case02753""}" ejb-training-0.1-train_val-campaign-00391-0d4ad7,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The four planned test points are listed below. Five result sheets came back from the rig, but their labels were lost and some entries are illegible. Four belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 14 x EVE LF105-class prismatic cell (105 Ah, LFP/graphite, 36.4 x 130 x 200 mm) in a rectangular grid of 2 rows x 7 columns, 1.1 mm cell spacing; a 1.8 mm thermal-interface pad under each cell; open air between cells (natural convection and radiation to ambient). Cold plate: Aluminium centre-fed parallel-channel plate, 284 x 285 x 16.2 mm; 26 parallel round channels fed by a bifurcating centre manifold; channel diameter 2.63 mm, flow along the plate length (x); ports 10.5 mm on the left (inlet) and right (outlet) faces; minimum wall 1.9 mm. Planned test points 1: Coolant water at 20.0 °C inlet, 0.200 L/min (density 998.2 kg/m³, cp 4184 J/kgK, viscosity 1.00 mPa·s). Ambient 33.7 °C, external heat-transfer coefficient 8.5 W/m²K on exposed surfaces. Load: charge at 0.500C, SOC 58%, state of health 84%; total heat generation 23.5 W (22.7 W in cells, 0.834 W in terminals/interconnects, applied uniformly). 2: Coolant 50 wt% ethylene glycol / water at 16.9 °C inlet, 0.200 L/min (density 1067 kg/m³, cp 3296 J/kgK, viscosity 4.10 mPa·s). Ambient 32.0 °C, external heat-transfer coefficient 3.5 W/m²K on exposed surfaces. Load: charge at 0.301C, SOC 48%, state of health 72%; total heat generation 10.9 W (10.5 W in cells, 0.322 W in terminals/interconnects, applied uniformly). 3: Coolant water at 14.3 °C inlet, 5.48 L/min (density 999.2 kg/m³, cp 4189 J/kgK, viscosity 1.16 mPa·s). Ambient 27.2 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.269C, SOC 81%, state of health 92%; total heat generation 8.45 W (7.55 W in cells, 0.906 W in terminals/interconnects, applied uniformly). 4: Coolant water at 23.3 °C inlet, 0.200 L/min (density 997.5 kg/m³, cp 4182 J/kgK, viscosity 0.926 mPa·s). Ambient 22.3 °C, external heat-transfer coefficient 10 W/m²K on exposed surfaces. Load: discharge at 0.379C, SOC 70%, state of health 87%; total heat generation 39.3 W (37.9 W in cells, 1.40 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 4.17 K; cell spread 3.56 K; coolant rise illegible; pressure drop 0.0282 kPa B peak cell rise 11.1 K; cell spread 6.12 K; coolant rise illegible; pressure drop 0.0907 kPa C peak cell rise 9.15 K; cell spread 8.59 K; coolant rise 0.167 K; pressure drop illegible D peak cell rise 11.8 K; cell spread 9.13 K; coolant rise 4.40 K; pressure drop illegible E peak cell rise 12.1 K; cell spread 9.02 K; coolant rise 4.39 K; pressure drop 0.108 kPa Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 39.5 °C): Coolant 30 wt% ethylene glycol / water at 33.1 °C inlet, 0.348 L/min (density 1032 kg/m³, cp 3756 J/kgK, viscosity 1.51 mPa·s). Ambient 33.8 °C, external heat-transfer coefficient 5.1 W/m²K on exposed surfaces. Load: discharge at 0.338C, SOC 17%, state of health 77%; total heat generation 46.8 W (46.2 W in cells, 0.615 W in terminals/interconnects, applied uniformly). Duty Y (limit 19.5 °C): Coolant 50 wt% ethylene glycol / water at 5.1 °C inlet, 0.200 L/min (density 1072 kg/m³, cp 3231 J/kgK, viscosity 6.38 mPa·s). Ambient 17.0 °C, external heat-transfer coefficient 5.3 W/m²K on exposed surfaces. Load: discharge at 0.251C, SOC 37%, state of health 100%; total heat generation 45.1 W (44.8 W in cells, 0.340 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""4\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 33.774946513585746, ""c_rate"": 0.3380553062298652, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1032.2265120228426, ""dynamic_viscosity_pa_s"": 0.0015136027691839, ""specific_heat_j_kgk"": 3756.10726040562, ""thermal_conductivity_w_mk"": 0.4768968152291254}, ""external_htc_w_m2k"": 5.105693695135415, ""flow_lpm"": 0.3477676345375207, ""heat_w"": {""cells"": 46.15560983122946, ""interconnects"": 0.6145822549690683, ""total"": 46.77019208619853}, ""inlet_temperature_c"": 33.12336745671928, ""operation"": ""discharge"", ""soc"": 0.1744112210813909, ""soh"": 0.769439554400742}, {""ambient_temperature_c"": 16.980406809598207, ""c_rate"": 0.2512162669042777, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1072.345003014182, ""dynamic_viscosity_pa_s"": 0.0063829058076854, ""specific_heat_j_kgk"": 3231.3622547816462, ""thermal_conductivity_w_mk"": 0.3799377858608407}, ""external_htc_w_m2k"": 5.3317639315500855, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 44.76625806710498, ""interconnects"": 0.3397274276740107, ""total"": 45.10598549477899}, ""inlet_temperature_c"": 5.089022554457188, ""operation"": ""discharge"", ""soc"": 0.3749650421086699, ""soh"": 0.9959824755787848}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 105.0, ""cell_count"": 14, ""cell_dimensions_mm"": {""height"": 200.5, ""length"": 36.35, ""width"": 130.3}, ""cell_family"": ""eve_lf105"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 1.1159636564552784, ""chemistry"": ""LFP/graphite"", ""columns"": 7, ""interstitial"": ""air"", ""plate_coverage"": 0.8676392730506948, ""rows"": 2, ""tim_thickness_mm"": 1.835652305325493}, ""planned_points"": [{""ambient_temperature_c"": 33.6970787961036, ""c_rate"": 0.4997916681415607, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.1986874843784, ""dynamic_viscosity_pa_s"": 0.0010005921926052, ""specific_heat_j_kgk"": 4184.022412909193, ""thermal_conductivity_w_mk"": 0.5980847529183668}, ""external_htc_w_m2k"": 8.487990835681558, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 22.709580416602925, ""interconnects"": 0.8335366558351284, ""total"": 23.543117072438054}, ""inlet_temperature_c"": 20.04095298101427, ""operation"": ""charge"", ""soc"": 0.5788377119228244, ""soh"": 0.8437102355062961}, {""ambient_temperature_c"": 31.991329649463296, ""c_rate"": 0.3012220442553384, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1066.566549343884, ""dynamic_viscosity_pa_s"": 0.0040992082462126, ""specific_heat_j_kgk"": 3295.5361034179377, ""thermal_conductivity_w_mk"": 0.387216886557128}, ""external_htc_w_m2k"": 3.5342635894194245, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 10.54236361171564, ""interconnects"": 0.322060567958682, ""total"": 10.86442417967432}, ""inlet_temperature_c"": 16.881798006955655, ""operation"": ""charge"", ""soc"": 0.4766572808846832, ""soh"": 0.7211130359210074}, {""ambient_temperature_c"": 27.22774521447718, ""c_rate"": 0.2691420782248831, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.208008638958, ""dynamic_viscosity_pa_s"": 0.001159577595387, ""specific_heat_j_kgk"": 4189.266391497338, ""thermal_conductivity_w_mk"": 0.5874119576001772}, ""external_htc_w_m2k"": 10.993886047974229, ""flow_lpm"": 5.4754302527866745, ""heat_w"": {""cells"": 7.54573894241674, ""interconnects"": 0.9064999295781644, ""total"": 8.452238871994904}, ""inlet_temperature_c"": 14.280330074951053, ""operation"": ""charge"", ""soc"": 0.8057724533602595, ""soh"": 0.9220104539766908}, {""ambient_temperature_c"": 22.27842635475099, ""c_rate"": 0.3785175978250627, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 997.4782185170068, ""dynamic_viscosity_pa_s"": 0.0009263653141994, ""specific_heat_j_kgk"": 4182.1048755943075, ""thermal_conductivity_w_mk"": 0.6036398737571721}, ""external_htc_w_m2k"": 10.364593276754022, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 37.879363015529634, ""interconnects"": 1.3972066373076066, ""total"": 39.27656965283724}, ""inlet_temperature_c"": 23.26495665293824, ""operation"": ""discharge"", ""soc"": 0.696286883438006, ""soh"": 0.8736919821240008}], ""plate"": {""channel_diameter_mm"": 2.6316753031464444, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 16.25, ""inlet_face"": ""left"", ""layout"": ""parallel"", ""length_mm"": 284.0, ""material"": ""aluminium"", 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""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-polymesh-flow-gate+native-polymesh-bounded-pressure-recovery+native-polymesh-fixed-outlet-handoff+native-polymesh-point-velocity-trust+native-polymesh-mass-recovery-cut+native-polymesh-zero-hot-cell-speed-rail+native-polymesh-progressive-mass-recovery+native-polymesh-owner-window-cfl-recovery+flow-gate-fixed-outlet-pressure-drop+cutcell-face-normal-boundary-distance+cutcell-postclosure-owner-dose+durable-flow-restart+sealed-gap-buoyancy-gate+acm-potential-wall-ramp+acm-reference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-09-v3\""""], ""stray_case"": ""case11589""}" ejb-training-0.1-train_val-campaign-00393-fe6b87,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The four planned test points are listed below. Five result sheets came back from the rig, but their labels were lost and some entries are illegible. Four belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 14 x EVE LF105-class prismatic cell (105 Ah, LFP/graphite, 36.4 x 130 x 200 mm) in a rectangular grid of 2 rows x 7 columns, 1.1 mm cell spacing; a 1.8 mm thermal-interface pad under each cell; open air between cells (natural convection and radiation to ambient). Cold plate: Aluminium centre-fed parallel-channel plate, 284 x 285 x 16.2 mm; 26 parallel round channels fed by a bifurcating centre manifold; channel diameter 2.63 mm, flow along the plate length (x); ports 10.5 mm on the left (inlet) and right (outlet) faces; minimum wall 1.9 mm. Planned test points 1: Coolant 30 wt% ethylene glycol / water at 33.1 °C inlet, 0.348 L/min (density 1032 kg/m³, cp 3756 J/kgK, viscosity 1.51 mPa·s). Ambient 33.8 °C, external heat-transfer coefficient 5.1 W/m²K on exposed surfaces. Load: discharge at 0.338C, SOC 17%, state of health 77%; total heat generation 46.8 W (46.2 W in cells, 0.615 W in terminals/interconnects, applied uniformly). 2: Coolant 50 wt% ethylene glycol / water at 16.9 °C inlet, 0.200 L/min (density 1067 kg/m³, cp 3296 J/kgK, viscosity 4.10 mPa·s). Ambient 32.0 °C, external heat-transfer coefficient 3.5 W/m²K on exposed surfaces. Load: charge at 0.301C, SOC 48%, state of health 72%; total heat generation 10.9 W (10.5 W in cells, 0.322 W in terminals/interconnects, applied uniformly). 3: Coolant water at 20.0 °C inlet, 0.200 L/min (density 998.2 kg/m³, cp 4184 J/kgK, viscosity 1.00 mPa·s). Ambient 33.7 °C, external heat-transfer coefficient 8.5 W/m²K on exposed surfaces. Load: charge at 0.500C, SOC 58%, state of health 84%; total heat generation 23.5 W (22.7 W in cells, 0.834 W in terminals/interconnects, applied uniformly). 4: Coolant 30 wt% ethylene glycol / water at 11.5 °C inlet, 0.200 L/min (density 1041 kg/m³, cp 3693 J/kgK, viscosity 2.84 mPa·s). Ambient 15.9 °C, external heat-transfer coefficient 9.1 W/m²K on exposed surfaces. Load: discharge at 0.224C, SOC 92%, state of health 80%; total heat generation 8.48 W (8.10 W in cells, 0.380 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 5.37 K; cell spread 4.42 K; coolant rise illegible; pressure drop 0.0815 kPa B peak cell rise 12.1 K; cell spread 9.02 K; coolant rise illegible; pressure drop 0.108 kPa C peak cell rise 9.52 K; cell spread 7.92 K; coolant rise 2.93 K; pressure drop illegible D peak cell rise 3.84 K; cell spread 2.83 K; coolant rise 1.51 K; pressure drop illegible E peak cell rise 11.8 K; cell spread 9.13 K; coolant rise 4.40 K; pressure drop 0.0302 kPa Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 22.5 °C): Coolant water at 14.3 °C inlet, 5.48 L/min (density 999.2 kg/m³, cp 4189 J/kgK, viscosity 1.16 mPa·s). Ambient 27.2 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.269C, SOC 81%, state of health 92%; total heat generation 8.45 W (7.55 W in cells, 0.906 W in terminals/interconnects, applied uniformly). Duty Y (limit 15.0 °C): Coolant 50 wt% ethylene glycol / water at 5.1 °C inlet, 0.200 L/min (density 1072 kg/m³, cp 3231 J/kgK, viscosity 6.38 mPa·s). Ambient 17.0 °C, external heat-transfer coefficient 5.3 W/m²K on exposed surfaces. Load: discharge at 0.251C, SOC 37%, state of health 100%; total heat generation 45.1 W (44.8 W in cells, 0.340 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""4\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 27.22774521447718, ""c_rate"": 0.2691420782248831, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.208008638958, ""dynamic_viscosity_pa_s"": 0.001159577595387, ""specific_heat_j_kgk"": 4189.266391497338, ""thermal_conductivity_w_mk"": 0.5874119576001772}, ""external_htc_w_m2k"": 10.993886047974229, ""flow_lpm"": 5.4754302527866745, ""heat_w"": {""cells"": 7.54573894241674, ""interconnects"": 0.9064999295781644, ""total"": 8.452238871994904}, ""inlet_temperature_c"": 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eference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-09-v3\""""], ""stray_case"": ""case00700""}" ejb-training-0.1-train_val-envelope-00394-a490e3,operating_envelope,single_turn,train_val,public_train,,"You are reviewing the operating envelope of a battery cold plate from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 14 x EVE LF105-class prismatic cell (105 Ah, LFP/graphite, 36.4 x 130 x 200 mm) in a rectangular grid of 2 rows x 7 columns, 1.1 mm cell spacing; a 1.8 mm thermal-interface pad under each cell; open air between cells (natural convection and radiation to ambient). Cold plate: Aluminium centre-fed parallel-channel plate, 284 x 285 x 16.2 mm; 26 parallel round channels fed by a bifurcating centre manifold; channel diameter 2.63 mm, flow along the plate length (x); ports 10.5 mm on the left (inlet) and right (outlet) faces; minimum wall 1.9 mm. Completed runs 1: Coolant water at 20.0 °C inlet, 0.200 L/min (density 998.2 kg/m³, cp 4184 J/kgK, viscosity 1.00 mPa·s). Ambient 33.7 °C, external heat-transfer coefficient 8.5 W/m²K on exposed surfaces. Load: charge at 0.500C, SOC 58%, state of health 84%; total heat generation 23.5 W (22.7 W in cells, 0.834 W in terminals/interconnects, applied uniformly). Result: peak cell rise 11.8 K; cell spread 9.13 K; coolant rise 4.40 K; pressure drop 0.0302 kPa 2: Coolant 50 wt% ethylene glycol / water at 16.9 °C inlet, 0.200 L/min (density 1067 kg/m³, cp 3296 J/kgK, viscosity 4.10 mPa·s). Ambient 32.0 °C, external heat-transfer coefficient 3.5 W/m²K on exposed surfaces. Load: charge at 0.301C, SOC 48%, state of health 72%; total heat generation 10.9 W (10.5 W in cells, 0.322 W in terminals/interconnects, applied uniformly). Result: peak cell rise 12.1 K; cell spread 9.02 K; coolant rise 4.39 K; pressure drop 0.108 kPa 3: Coolant 50 wt% ethylene glycol / water at 22.8 °C inlet, 0.200 L/min (density 1063 kg/m³, cp 3327 J/kgK, viscosity 3.38 mPa·s). Ambient 36.6 °C, external heat-transfer coefficient 6.9 W/m²K on exposed surfaces. Load: charge at 0.445C, SOC 28%, state of health 95%; total heat generation 13.0 W (12.6 W in cells, 0.323 W in terminals/interconnects, applied uniformly). Result: peak cell rise 11.4 K; cell spread 8.31 K; coolant rise 4.38 K; pressure drop 0.0900 kPa New duties Duty X: Coolant 30 wt% ethylene glycol / water at 11.5 °C inlet, 0.200 L/min (density 1041 kg/m³, cp 3693 J/kgK, viscosity 2.84 mPa·s). Ambient 15.9 °C, external heat-transfer coefficient 9.1 W/m²K on exposed surfaces. Load: discharge at 0.224C, SOC 92%, state of health 80%; total heat generation 8.48 W (8.10 W in cells, 0.380 W in terminals/interconnects, applied uniformly). Duty Y: Coolant 50 wt% ethylene glycol / water at 5.1 °C inlet, 0.200 L/min (density 1072 kg/m³, cp 3231 J/kgK, viscosity 6.38 mPa·s). Ambient 17.0 °C, external heat-transfer coefficient 5.3 W/m²K on exposed surfaces. Load: discharge at 0.251C, SOC 37%, state of health 100%; total heat generation 45.1 W (44.8 W in cells, 0.340 W in terminals/interconnects, applied uniformly). Duty Z: Coolant water at 14.3 °C inlet, 5.48 L/min (density 999.2 kg/m³, cp 4189 J/kgK, viscosity 1.16 mPa·s). Ambient 27.2 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.269C, SOC 81%, state of health 92%; total heat generation 8.45 W (7.55 W in cells, 0.906 W in terminals/interconnects, applied uniformly). Heat-balance regimes own_heat: the coolant removes essentially the pack's own heat: net heat exchanged with the surroundings is within ±25% of the pack's heat generation mixed: the pack also gains a significant amount of heat from the surroundings, between 25% and 100% of its own heat generation, and the coolant has to remove both ambient_gain: the pack gains more heat from the surroundings than it generates itself (net gain above 100% of its own heat generation) ambient_loss: more than 25% of the pack's own heat generation leaves to the surroundings rather than to the coolant Rank the three duties by peak cell rise above their own coolant inlet, largest first, and give the regime of each duty. Scoring: The score is 1 only if the ranking and every regime are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""ranking"": ""list of \""X\"", \""Y\"", \""Z\"", largest rise first"", ""regimes"": ""object mapping \""X\"", \""Y\"", \""Z\"" to \""own_heat\"" or \""mixed\"" or \""ambient_gain\"" or \""ambient_loss\""""}","{""duties"": [{""ambient_temperature_c"": 15.85352803580463, ""c_rate"": 0.223610475767166, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1041.29084887505, ""dynamic_viscosity_pa_s"": 0.0028367609591387, ""specific_heat_j_kgk"": 3692.973062579132, ""thermal_conductivity_w_mk"": 0.4569150471315437}, ""external_htc_w_m2k"": 9.117283606901765, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 8.098863577485721, ""interconnects"": 0.3803493705730135, ""total"": 8.479212948058734}, ""inlet_temperature_c"": 11.485466266076385, ""operation"": ""discharge"", ""soc"": 0.920732961082831, ""soh"": 0.7983116365037858}, {""ambient_temperature_c"": 16.980406809598207, ""c_rate"": 0.2512162669042777, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1072.345003014182, ""dynamic_viscosity_pa_s"": 0.0063829058076854, ""specific_heat_j_kgk"": 3231.3622547816462, ""thermal_conductivity_w_mk"": 0.3799377858608407}, ""external_htc_w_m2k"": 5.3317639315500855, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 44.76625806710498, ""interconnects"": 0.3397274276740107, ""total"": 45.10598549477899}, ""inlet_temperature_c"": 5.089022554457188, ""operation"": ""discharge"", ""soc"": 0.3749650421086699, ""soh"": 0.9959824755787848}, {""ambient_temperature_c"": 27.22774521447718, ""c_rate"": 0.2691420782248831, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.208008638958, ""dynamic_viscosity_pa_s"": 0.001159577595387, ""specific_heat_j_kgk"": 4189.266391497338, ""thermal_conductivity_w_mk"": 0.5874119576001772}, ""external_htc_w_m2k"": 10.993886047974229, ""flow_lpm"": 5.4754302527866745, ""heat_w"": {""cells"": 7.54573894241674, ""interconnects"": 0.9064999295781644, ""total"": 8.452238871994904}, ""inlet_temperature_c"": 14.280330074951053, ""operation"": ""charge"", ""soc"": 0.8057724533602595, ""soh"": 0.9220104539766908}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 105.0, ""cell_count"": 14, ""cell_dimensions_mm"": {""height"": 200.5, ""length"": 36.35, ""width"": 130.3}, ""cell_family"": ""eve_lf105"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 1.1159636564552784, ""chemistry"": ""LFP/graphite"", ""columns"": 7, ""interstitial"": ""air"", ""plate_coverage"": 0.8676392730506948, ""rows"": 2, ""tim_thickness_mm"": 1.835652305325493}, ""plate"": {""channel_diameter_mm"": 2.6316753031464444, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 16.25, ""inlet_face"": ""left"", ""layout"": ""parallel"", ""length_mm"": 284.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.9283889643847945, ""outlet_face"": ""right"", ""parallel_paths"": 26, ""port_diameter_mm"": 10.495701677842604, ""turns"": 0, ""width_mm"": 285.0}, ""runs"": [{""ambient_temperature_c"": 33.6970787961036, ""c_rate"": 0.4997916681415607, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.1986874843784, ""dynamic_viscosity_pa_s"": 0.0010005921926052, ""specific_heat_j_kgk"": 4184.022412909193, ""thermal_conductivity_w_mk"": 0.5980847529183668}, ""external_htc_w_m2k"": 8.487990835681558, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 22.709580416602925, ""interconnects"": 0.8335366558351284, ""total"": 23.543117072438054}, ""inlet_temperature_c"": 20.04095298101427, ""operation"": ""charge"", ""soc"": 0.5788377119228244, ""soh"": 0.8437102355062961}, {""ambient_temperature_c"": 31.991329649463296, ""c_rate"": 0.3012220442553384, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1066.566549343884, ""dynamic_viscosity_pa_s"": 0.0040992082462126, ""specific_heat_j_kgk"": 3295.5361034179377, ""thermal_conductivity_w_mk"": 0.387216886557128}, ""external_htc_w_m2k"": 3.5342635894194245, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 10.54236361171564, ""interconnects"": 0.322060567958682, ""total"": 10.86442417967432}, ""inlet_temperature_c"": 16.881798006955655, ""operation"": ""charge"", ""soc"": 0.4766572808846832, ""soh"": 0.7211130359210074}, {""ambient_temperature_c"": 36.556389601901174, ""c_rate"": 0.4450682028762335, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1063.4169690866431, ""dynamic_viscosity_pa_s"": 0.0033763613733908, ""specific_heat_j_kgk"": 3326.7236941120877, ""thermal_conductivity_w_mk"": 0.390888215670032}, ""external_htc_w_m2k"": 6.94759597722441, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 12.645896575578142, ""interconnects"": 0.3230892672009089, ""total"": 12.968985842779052}, ""inlet_temperature_c"": 22.806926735318473, ""operation"": ""charge"", ""soc"": 0.2785921236500144, ""soh"": 0.9505941404961048}]}",,"{""ambient_ratio"": {""X"": 1.2881465381073, ""Y"": 0.3633376106578668, ""Z"": 6.5561618853766825}, ""peak_C"": {""X"": 15.322686767578148, ""Y"": 17.042382812500023, ""Z"": 23.427484130859398}, ""ranking"": [""Y"", ""Z"", ""X""], ""regimes"": {""X"": ""ambient_gain"", ""Y"": ""mixed"", ""Z"": ""ambient_gain""}, ""rise_K"": {""X"": 3.837220501501747, ""Y"": 11.953360258042835, ""Z"": 9.147154055908345}}","{""params"": {}, ""scorer"": ""operating_envelope""}","{""duty_modes"": [""controller_selected"", ""chilled_high_load_tail"", ""hydraulic_exploration""], ""hottest_regime"": ""mixed"", ""interstitial"": ""air"", ""quick_right"": false, ""regimes"": [""ambient_gain"", ""mixed""], ""training_format"": ""envelope_3d""}","{""answer_case_names"": [""case00684"", ""case00686"", ""case00688""], ""case_names"": [""case00685"", ""case00682"", ""case00683"", ""case00684"", ""case00686"", ""case00688""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case00684"", ""case00686"", ""case00688""], ""geometry_ids"": [""geom_43894bdcd05fdca1"", ""geom_43894bdcd05fdca1"", ""geom_43894bdcd05fdca1"", ""geom_43894bdcd05fdca1"", ""geom_43894bdcd05fdca1"", ""geom_43894bdcd05fdca1""], ""point_cases"": [""case00685"", ""case00682"", ""case00683""], ""solve_signatures"": [""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+cht-bounded-flow-progress-v1+cht-solid-topology-reuse-v1+cht-secondary-accuracy-recovery-v1+cht-secondary-failure-evidence-v1+cht-sibling-flow-initial-guess-v1+cht-certified-cfl-gate-v1+cht-hydraulic-envelope-explicit-v1+cht-cfl-edge-memory-v1+cht-stationary-plateau-acceptance-v1+cht-sfd-float64-v1+cht-sibling-thermal-initial-guess-v1+cht-pressure-endgame-v1+cht-buoyant-spinup-fail-fast-v1+cht-period-two-cfl-guard-v1+cht-growth-endgame-v1+cht-secondary-screening-v1+cht-secondary-screening-secant-v1+cht-period-two-regrowth-gate-v1+cht-endgame-dose-ladder-v1+cht-endgame-momentum-sfd-v1+cht-secondary-endgame-v1+cht-endgame-pseudo-time-leg-v1+cht-secondary-stall-recovery-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-clos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""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-polymesh-flow-gate+native-polymesh-bounded-pressure-recovery+native-polymesh-fixed-outlet-handoff+native-polymesh-point-velocity-trust+native-polymesh-mass-recovery-cut+native-polymesh-zero-hot-cell-speed-rail+native-polymesh-progressive-mass-recovery+native-polymesh-owner-window-cfl-recovery+flow-gate-fixed-outlet-pressure-drop+cutcell-face-normal-boundary-distance+cutcell-postclosure-owner-dose+durable-flow-restart+sealed-gap-buoyancy-gate+acm-potential-wall-ramp+acm-r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ejb-training-0.1-train_val-envelope-00395-d70588,operating_envelope,single_turn,train_val,public_train,,"You are reviewing the operating envelope of a battery cold plate from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 14 x EVE LF105-class prismatic cell (105 Ah, LFP/graphite, 36.4 x 130 x 200 mm) in a rectangular grid of 2 rows x 7 columns, 1.1 mm cell spacing; a 1.8 mm thermal-interface pad under each cell; open air between cells (natural convection and radiation to ambient). Cold plate: Aluminium centre-fed parallel-channel plate, 284 x 285 x 16.2 mm; 26 parallel round channels fed by a bifurcating centre manifold; channel diameter 2.63 mm, flow along the plate length (x); ports 10.5 mm on the left (inlet) and right (outlet) faces; minimum wall 1.9 mm. Completed runs 1: Coolant 30 wt% ethylene glycol / water at 33.1 °C inlet, 0.348 L/min (density 1032 kg/m³, cp 3756 J/kgK, viscosity 1.51 mPa·s). Ambient 33.8 °C, external heat-transfer coefficient 5.1 W/m²K on exposed surfaces. Load: discharge at 0.338C, SOC 17%, state of health 77%; total heat generation 46.8 W (46.2 W in cells, 0.615 W in terminals/interconnects, applied uniformly). Result: peak cell rise 5.37 K; cell spread 4.42 K; coolant rise 1.40 K; pressure drop 0.0815 kPa 2: Coolant 50 wt% ethylene glycol / water at 16.9 °C inlet, 0.200 L/min (density 1067 kg/m³, cp 3296 J/kgK, viscosity 4.10 mPa·s). Ambient 32.0 °C, external heat-transfer coefficient 3.5 W/m²K on exposed surfaces. Load: charge at 0.301C, SOC 48%, state of health 72%; total heat generation 10.9 W (10.5 W in cells, 0.322 W in terminals/interconnects, applied uniformly). Result: peak cell rise 12.1 K; cell spread 9.02 K; coolant rise 4.39 K; pressure drop 0.108 kPa 3: Coolant water at 23.3 °C inlet, 0.200 L/min (density 997.5 kg/m³, cp 4182 J/kgK, viscosity 0.926 mPa·s). Ambient 22.3 °C, external heat-transfer coefficient 10 W/m²K on exposed surfaces. Load: discharge at 0.379C, SOC 70%, state of health 87%; total heat generation 39.3 W (37.9 W in cells, 1.40 W in terminals/interconnects, applied uniformly). Result: peak cell rise 4.17 K; cell spread 3.56 K; coolant rise 1.38 K; pressure drop 0.0282 kPa New duties Duty X: Coolant 50 wt% ethylene glycol / water at 5.1 °C inlet, 0.200 L/min (density 1072 kg/m³, cp 3231 J/kgK, viscosity 6.38 mPa·s). Ambient 17.0 °C, external heat-transfer coefficient 5.3 W/m²K on exposed surfaces. Load: discharge at 0.251C, SOC 37%, state of health 100%; total heat generation 45.1 W (44.8 W in cells, 0.340 W in terminals/interconnects, applied uniformly). Duty Y: Coolant 30 wt% ethylene glycol / water at 11.5 °C inlet, 0.200 L/min (density 1041 kg/m³, cp 3693 J/kgK, viscosity 2.84 mPa·s). Ambient 15.9 °C, external heat-transfer coefficient 9.1 W/m²K on exposed surfaces. Load: discharge at 0.224C, SOC 92%, state of health 80%; total heat generation 8.48 W (8.10 W in cells, 0.380 W in terminals/interconnects, applied uniformly). Duty Z: Coolant water at 14.3 °C inlet, 5.48 L/min (density 999.2 kg/m³, cp 4189 J/kgK, viscosity 1.16 mPa·s). Ambient 27.2 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.269C, SOC 81%, state of health 92%; total heat generation 8.45 W (7.55 W in cells, 0.906 W in terminals/interconnects, applied uniformly). Heat-balance regimes own_heat: the coolant removes essentially the pack's own heat: net heat exchanged with the surroundings is within ±25% of the pack's heat generation mixed: the pack also gains a significant amount of heat from the surroundings, between 25% and 100% of its own heat generation, and the coolant has to remove both ambient_gain: the pack gains more heat from the surroundings than it generates itself (net gain above 100% of its own heat generation) ambient_loss: more than 25% of the pack's own heat generation leaves to the surroundings rather than to the coolant Rank the three duties by peak cell rise above their own coolant inlet, largest first, and give the regime of each duty. Scoring: The score is 1 only if the ranking and every regime are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""ranking"": ""list of \""X\"", \""Y\"", \""Z\"", largest rise first"", ""regimes"": ""object mapping \""X\"", \""Y\"", \""Z\"" to \""own_heat\"" or \""mixed\"" or \""ambient_gain\"" or \""ambient_loss\""""}","{""duties"": [{""ambient_temperature_c"": 16.980406809598207, ""c_rate"": 0.2512162669042777, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1072.345003014182, ""dynamic_viscosity_pa_s"": 0.0063829058076854, ""specific_heat_j_kgk"": 3231.3622547816462, ""thermal_conductivity_w_mk"": 0.3799377858608407}, ""external_htc_w_m2k"": 5.3317639315500855, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 44.76625806710498, ""interconnects"": 0.3397274276740107, ""total"": 45.10598549477899}, ""inlet_temperature_c"": 5.089022554457188, ""operation"": ""discharge"", ""soc"": 0.3749650421086699, ""soh"": 0.9959824755787848}, {""ambient_temperature_c"": 15.85352803580463, ""c_rate"": 0.223610475767166, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1041.29084887505, ""dynamic_viscosity_pa_s"": 0.0028367609591387, ""specific_heat_j_kgk"": 3692.973062579132, ""thermal_conductivity_w_mk"": 0.4569150471315437}, ""external_htc_w_m2k"": 9.117283606901765, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 8.098863577485721, ""interconnects"": 0.3803493705730135, ""total"": 8.479212948058734}, ""inlet_temperature_c"": 11.485466266076385, ""operation"": ""discharge"", ""soc"": 0.920732961082831, ""soh"": 0.7983116365037858}, {""ambient_temperature_c"": 27.22774521447718, ""c_rate"": 0.2691420782248831, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.208008638958, ""dynamic_viscosity_pa_s"": 0.001159577595387, ""specific_heat_j_kgk"": 4189.266391497338, ""thermal_conductivity_w_mk"": 0.5874119576001772}, ""external_htc_w_m2k"": 10.993886047974229, ""flow_lpm"": 5.4754302527866745, ""heat_w"": {""cells"": 7.54573894241674, ""interconnects"": 0.9064999295781644, ""total"": 8.452238871994904}, ""inlet_temperature_c"": 14.280330074951053, ""operation"": ""charge"", ""soc"": 0.8057724533602595, ""soh"": 0.9220104539766908}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 105.0, ""cell_count"": 14, ""cell_dimensions_mm"": {""height"": 200.5, ""length"": 36.35, ""width"": 130.3}, ""cell_family"": ""eve_lf105"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 1.1159636564552784, ""chemistry"": ""LFP/graphite"", ""columns"": 7, ""interstitial"": ""air"", ""plate_coverage"": 0.8676392730506948, ""rows"": 2, ""tim_thickness_mm"": 1.835652305325493}, ""plate"": {""channel_diameter_mm"": 2.6316753031464444, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 16.25, ""inlet_face"": ""left"", ""layout"": ""parallel"", ""length_mm"": 284.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.9283889643847945, ""outlet_face"": ""right"", ""parallel_paths"": 26, ""port_diameter_mm"": 10.495701677842604, ""turns"": 0, ""width_mm"": 285.0}, ""runs"": [{""ambient_temperature_c"": 33.774946513585746, ""c_rate"": 0.3380553062298652, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1032.2265120228426, ""dynamic_viscosity_pa_s"": 0.0015136027691839, ""specific_heat_j_kgk"": 3756.10726040562, ""thermal_conductivity_w_mk"": 0.4768968152291254}, ""external_htc_w_m2k"": 5.105693695135415, ""flow_lpm"": 0.3477676345375207, ""heat_w"": {""cells"": 46.15560983122946, ""interconnects"": 0.6145822549690683, ""total"": 46.77019208619853}, ""inlet_temperature_c"": 33.12336745671928, ""operation"": ""discharge"", ""soc"": 0.1744112210813909, ""soh"": 0.769439554400742}, {""ambient_temperature_c"": 31.991329649463296, ""c_rate"": 0.3012220442553384, ""coolant"": 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""case00682"", ""case00681"", ""case00686"", ""case00684"", ""case00688""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case00686"", ""case00684"", ""case00688""], ""geometry_ids"": [""geom_43894bdcd05fdca1"", ""geom_43894bdcd05fdca1"", ""geom_43894bdcd05fdca1"", ""geom_43894bdcd05fdca1"", ""geom_43894bdcd05fdca1"", ""geom_43894bdcd05fdca1""], ""point_cases"": [""case00687"", ""case00682"", ""case00681""], ""solve_signatures"": 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""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-polymesh-flow-gate+native-polymesh-bounded-pressure-recovery+native-polymesh-fixed-outlet-handoff+native-polymesh-point-velocity-trust+native-polymesh-mass-recovery-cut+native-polymesh-zero-hot-cell-speed-rail+native-polymesh-progressive-mass-recovery+native-polymesh-owner-window-cfl-recovery+flow-gate-fixed-outlet-pressure-drop+cutcell-face-normal-boundary-distance+cutcell-postclosure-owner-dose+durable-flow-restart+sealed-gap-buoyancy-gate+acm-potential-wall-ramp+acm-reference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-09-v3\""""]}" ejb-training-0.1-train_val-signoff-00400-503db0,duty_signoff,single_turn,train_val,public_train,,"You are signing off a battery cold plate at one new duty from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 14 x EVE LF105-class prismatic cell (105 Ah, LFP/graphite, 36.4 x 130 x 200 mm) in a rectangular grid of 2 rows x 7 columns, 1.1 mm cell spacing; a 1.8 mm thermal-interface pad under each cell; open air between cells (natural convection and radiation to ambient). Cold plate: Aluminium centre-fed parallel-channel plate, 284 x 285 x 16.2 mm; 26 parallel round channels fed by a bifurcating centre manifold; channel diameter 2.63 mm, flow along the plate length (x); ports 10.5 mm on the left (inlet) and right (outlet) faces; minimum wall 1.9 mm. Completed runs 1: Coolant 50 wt% ethylene glycol / water at 22.8 °C inlet, 0.200 L/min (density 1063 kg/m³, cp 3327 J/kgK, viscosity 3.38 mPa·s). Ambient 36.6 °C, external heat-transfer coefficient 6.9 W/m²K on exposed surfaces. Load: charge at 0.445C, SOC 28%, state of health 95%; total heat generation 13.0 W (12.6 W in cells, 0.323 W in terminals/interconnects, applied uniformly). Result: peak cell rise 11.4 K; cell spread 8.31 K; coolant rise 4.38 K; pressure drop 0.0900 kPa 2: Coolant water at 14.3 °C inlet, 5.48 L/min (density 999.2 kg/m³, cp 4189 J/kgK, viscosity 1.16 mPa·s). Ambient 27.2 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.269C, SOC 81%, state of health 92%; total heat generation 8.45 W (7.55 W in cells, 0.906 W in terminals/interconnects, applied uniformly). Result: peak cell rise 9.15 K; cell spread 8.59 K; coolant rise 0.167 K; pressure drop 3.08 kPa 3: Coolant 50 wt% ethylene glycol / water at 5.1 °C inlet, 0.200 L/min (density 1072 kg/m³, cp 3231 J/kgK, viscosity 6.38 mPa·s). Ambient 17.0 °C, external heat-transfer coefficient 5.3 W/m²K on exposed surfaces. Load: discharge at 0.251C, SOC 37%, state of health 100%; total heat generation 45.1 W (44.8 W in cells, 0.340 W in terminals/interconnects, applied uniformly). Result: peak cell rise 12.0 K; cell spread 8.18 K; coolant rise 5.32 K; pressure drop 0.165 kPa Duties Duty X (peak cell limit 16.0 °C, pressure drop limit 0.0665 kPa): Coolant 30 wt% ethylene glycol / water at 11.5 °C inlet, 0.200 L/min (density 1041 kg/m³, cp 3693 J/kgK, viscosity 2.84 mPa·s). Ambient 15.9 °C, external heat-transfer coefficient 9.1 W/m²K on exposed surfaces. Load: discharge at 0.224C, SOC 92%, state of health 80%; total heat generation 8.48 W (8.10 W in cells, 0.380 W in terminals/interconnects, applied uniformly). For each duty, say whether peak cell temperature stays at or below its limit and whether pressure drop stays at or below its limit. Scoring: The score is 1 only if every temperature and pressure verdict is correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""pressure"": ""object mapping \""X\"" to \""pass\"" or \""fail\"""", ""temperature"": ""object mapping \""X\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 15.85352803580463, ""c_rate"": 0.223610475767166, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1041.29084887505, ""dynamic_viscosity_pa_s"": 0.0028367609591387, ""specific_heat_j_kgk"": 3692.973062579132, ""thermal_conductivity_w_mk"": 0.4569150471315437}, ""external_htc_w_m2k"": 9.117283606901765, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 8.098863577485721, ""interconnects"": 0.3803493705730135, ""total"": 8.479212948058734}, ""inlet_temperature_c"": 11.485466266076385, ""operation"": ""discharge"", ""soc"": 0.920732961082831, ""soh"": 0.7983116365037858}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 105.0, ""cell_count"": 14, ""cell_dimensions_mm"": {""height"": 200.5, ""length"": 36.35, ""width"": 130.3}, ""cell_family"": ""eve_lf105"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 1.1159636564552784, ""chemistry"": ""LFP/graphite"", ""columns"": 7, ""interstitial"": ""air"", ""plate_coverage"": 0.8676392730506948, ""rows"": 2, ""tim_thickness_mm"": 1.835652305325493}, ""plate"": {""channel_diameter_mm"": 2.6316753031464444, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 16.25, ""inlet_face"": ""left"", ""layout"": ""parallel"", ""length_mm"": 284.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.9283889643847945, ""outlet_face"": ""right"", ""parallel_paths"": 26, ""port_diameter_mm"": 10.495701677842604, ""turns"": 0, ""width_mm"": 285.0}, ""runs"": [{""ambient_temperature_c"": 36.556389601901174, ""c_rate"": 0.4450682028762335, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1063.4169690866431, ""dynamic_viscosity_pa_s"": 0.0033763613733908, ""specific_heat_j_kgk"": 3326.7236941120877, ""thermal_conductivity_w_mk"": 0.390888215670032}, ""external_htc_w_m2k"": 6.94759597722441, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 12.645896575578142, ""interconnects"": 0.3230892672009089, ""total"": 12.968985842779052}, ""inlet_temperature_c"": 22.806926735318473, ""operation"": ""charge"", ""soc"": 0.2785921236500144, ""soh"": 0.9505941404961048}, {""ambient_temperature_c"": 27.22774521447718, ""c_rate"": 0.2691420782248831, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.208008638958, ""dynamic_viscosity_pa_s"": 0.001159577595387, ""specific_heat_j_kgk"": 4189.266391497338, ""thermal_conductivity_w_mk"": 0.5874119576001772}, ""external_htc_w_m2k"": 10.993886047974229, ""flow_lpm"": 5.4754302527866745, ""heat_w"": {""cells"": 7.54573894241674, ""interconnects"": 0.9064999295781644, ""total"": 8.452238871994904}, ""inlet_temperature_c"": 14.280330074951053, ""operation"": ""charge"", ""soc"": 0.8057724533602595, ""soh"": 0.9220104539766908}, {""ambient_temperature_c"": 16.980406809598207, ""c_rate"": 0.2512162669042777, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1072.345003014182, ""dynamic_viscosity_pa_s"": 0.0063829058076854, ""specific_heat_j_kgk"": 3231.3622547816462, ""thermal_conductivity_w_mk"": 0.3799377858608407}, ""external_htc_w_m2k"": 5.3317639315500855, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 44.76625806710498, ""interconnects"": 0.3397274276740107, ""total"": 45.10598549477899}, ""inlet_temperature_c"": 5.089022554457188, ""operation"": ""discharge"", ""soc"": 0.3749650421086699, ""soh"": 0.9959824755787848}]}",,"{""dP_kPa"": {""X"": 0.07647808966506273}, ""limits_C"": {""X"": 16.0}, ""peak_C"": {""X"": 15.322686767578148}, ""pressure"": {""X"": ""fail""}, ""pressure_limits_kPa"": {""X"": 0.0665}, ""rise_K"": {""X"": 3.837220501501747}, ""temperature"": {""X"": ""pass""}}","{""params"": {}, ""scorer"": ""duty_signoff""}","{""duty_modes"": [""controller_selected""], ""duty_regimes"": [""ambient_heated""], ""interstitial"": ""air"", ""pressure_signoff"": ""fail"", ""quick_right"": false, ""reference_right"": true, ""shown_runs"": 3, ""signoff"": ""pass"", ""training_format"": ""signoff_1d3r""}","{""answer_case_names"": [""case00684""], ""case_names"": [""case00683"", ""case00688"", ""case00686"", ""case00684""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case00684""], ""geometry_ids"": [""geom_43894bdcd05fdca1"", ""geom_43894bdcd05fdca1"", ""geom_43894bdcd05fdca1"", ""geom_43894bdcd05fdca1""], ""run_cases"": [""case00683"", ""case00688"", ""case00686""], ""solve_signatures"": [""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+cht-bounded-flow-progress-v1+cht-solid-topology-reuse-v1+cht-secondary-accuracy-recovery-v1+cht-secondary-failure-evidence-v1+cht-sibling-flow-initial-guess-v1+cht-certified-cfl-gate-v1+cht-hydraulic-envelope-explicit-v1+cht-cfl-edge-memory-v1+cht-stationary-plateau-acceptance-v1+cht-sfd-float64-v1+cht-sibling-thermal-initial-guess-v1+cht-pressure-endgame-v1+cht-buoyant-spinup-fail-fast-v1+cht-period-two-cfl-guard-v1+cht-growth-endgame-v1+cht-secondary-screening-v1+cht-secondary-screening-secant-v1+cht-period-two-regrowth-gate-v1+cht-endgame-dose-ladder-v1+cht-endgame-momentum-sfd-v1+cht-secondary-endgame-v1+cht-endgame-pseudo-time-leg-v1+cht-secondary-stall-recovery-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-clos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""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-polymesh-flow-gate+native-polymesh-bounded-pressure-recovery+native-polymesh-fixed-outlet-handoff+native-polymesh-point-velocity-trust+native-polymesh-mass-recovery-cut+native-polymesh-zero-hot-cell-speed-rail+native-polymesh-progressive-mass-recovery+native-polymesh-owner-window-cfl-recovery+flow-gate-fixed-outlet-pressure-drop+cutcell-face-normal-boundary-distance+cutcell-postclosure-owner-dose+durable-flow-restart+sealed-gap-buoyancy-gate+acm-potential-wall-ramp+acm-r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ejb-training-0.1-train_val-signoff-00404-494cbc,duty_signoff,single_turn,train_val,public_train,,"You are signing off a battery cold plate at one new duty from four completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 14 x EVE LF105-class prismatic cell (105 Ah, LFP/graphite, 36.4 x 130 x 200 mm) in a rectangular grid of 2 rows x 7 columns, 1.1 mm cell spacing; a 1.8 mm thermal-interface pad under each cell; open air between cells (natural convection and radiation to ambient). Cold plate: Aluminium centre-fed parallel-channel plate, 284 x 285 x 16.2 mm; 26 parallel round channels fed by a bifurcating centre manifold; channel diameter 2.63 mm, flow along the plate length (x); ports 10.5 mm on the left (inlet) and right (outlet) faces; minimum wall 1.9 mm. Completed runs 1: Coolant 50 wt% ethylene glycol / water at 22.8 °C inlet, 0.200 L/min (density 1063 kg/m³, cp 3327 J/kgK, viscosity 3.38 mPa·s). Ambient 36.6 °C, external heat-transfer coefficient 6.9 W/m²K on exposed surfaces. Load: charge at 0.445C, SOC 28%, state of health 95%; total heat generation 13.0 W (12.6 W in cells, 0.323 W in terminals/interconnects, applied uniformly). Result: peak cell rise 11.4 K; cell spread 8.31 K; coolant rise 4.38 K; pressure drop 0.0900 kPa 2: Coolant 50 wt% ethylene glycol / water at 16.9 °C inlet, 0.200 L/min (density 1067 kg/m³, cp 3296 J/kgK, viscosity 4.10 mPa·s). Ambient 32.0 °C, external heat-transfer coefficient 3.5 W/m²K on exposed surfaces. Load: charge at 0.301C, SOC 48%, state of health 72%; total heat generation 10.9 W (10.5 W in cells, 0.322 W in terminals/interconnects, applied uniformly). Result: peak cell rise 12.1 K; cell spread 9.02 K; coolant rise 4.39 K; pressure drop 0.108 kPa 3: Coolant water at 23.3 °C inlet, 0.200 L/min (density 997.5 kg/m³, cp 4182 J/kgK, viscosity 0.926 mPa·s). Ambient 22.3 °C, external heat-transfer coefficient 10 W/m²K on exposed surfaces. Load: discharge at 0.379C, SOC 70%, state of health 87%; total heat generation 39.3 W (37.9 W in cells, 1.40 W in terminals/interconnects, applied uniformly). Result: peak cell rise 4.17 K; cell spread 3.56 K; coolant rise 1.38 K; pressure drop 0.0282 kPa 4: Coolant water at 14.3 °C inlet, 5.48 L/min (density 999.2 kg/m³, cp 4189 J/kgK, viscosity 1.16 mPa·s). Ambient 27.2 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.269C, SOC 81%, state of health 92%; total heat generation 8.45 W (7.55 W in cells, 0.906 W in terminals/interconnects, applied uniformly). Result: peak cell rise 9.15 K; cell spread 8.59 K; coolant rise 0.167 K; pressure drop 3.08 kPa Duties Duty X (peak cell limit 15.0 °C, pressure drop limit 0.191 kPa): Coolant 50 wt% ethylene glycol / water at 5.1 °C inlet, 0.200 L/min (density 1072 kg/m³, cp 3231 J/kgK, viscosity 6.38 mPa·s). Ambient 17.0 °C, external heat-transfer coefficient 5.3 W/m²K on exposed surfaces. Load: discharge at 0.251C, SOC 37%, state of health 100%; total heat generation 45.1 W (44.8 W in cells, 0.340 W in terminals/interconnects, applied uniformly). For each duty, say whether peak cell temperature stays at or below its limit and whether pressure drop stays at or below its limit. Scoring: The score is 1 only if every temperature and pressure verdict is correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""pressure"": ""object mapping \""X\"" to \""pass\"" or \""fail\"""", ""temperature"": ""object mapping \""X\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 16.980406809598207, ""c_rate"": 0.2512162669042777, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1072.345003014182, ""dynamic_viscosity_pa_s"": 0.0063829058076854, ""specific_heat_j_kgk"": 3231.3622547816462, ""thermal_conductivity_w_mk"": 0.3799377858608407}, ""external_htc_w_m2k"": 5.3317639315500855, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 44.76625806710498, ""interconnects"": 0.3397274276740107, ""total"": 45.10598549477899}, ""inlet_temperature_c"": 5.089022554457188, ""operation"": ""discharge"", ""soc"": 0.3749650421086699, ""soh"": 0.9959824755787848}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 105.0, ""cell_count"": 14, ""cell_dimensions_mm"": {""height"": 200.5, ""length"": 36.35, ""width"": 130.3}, ""cell_family"": ""eve_lf105"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 1.1159636564552784, ""chemistry"": ""LFP/graphite"", ""columns"": 7, ""interstitial"": ""air"", ""plate_coverage"": 0.8676392730506948, ""rows"": 2, ""tim_thickness_mm"": 1.835652305325493}, ""plate"": {""channel_diameter_mm"": 2.6316753031464444, ""flow_direction"": ""lengthwise_x"", ""height_mm"": 16.25, ""inlet_face"": ""left"", ""layout"": ""parallel"", ""length_mm"": 284.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.9283889643847945, ""outlet_face"": ""right"", ""parallel_paths"": 26, ""port_diameter_mm"": 10.495701677842604, ""turns"": 0, ""width_mm"": 285.0}, ""runs"": [{""ambient_temperature_c"": 36.556389601901174, ""c_rate"": 0.4450682028762335, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1063.4169690866431, ""dynamic_viscosity_pa_s"": 0.0033763613733908, ""specific_heat_j_kgk"": 3326.7236941120877, ""thermal_conductivity_w_mk"": 0.390888215670032}, ""external_htc_w_m2k"": 6.94759597722441, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 12.645896575578142, ""interconnects"": 0.3230892672009089, ""total"": 12.968985842779052}, ""inlet_temperature_c"": 22.806926735318473, ""operation"": ""charge"", ""soc"": 0.2785921236500144, ""soh"": 0.9505941404961048}, {""ambient_temperature_c"": 31.991329649463296, ""c_rate"": 0.3012220442553384, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1066.566549343884, ""dynamic_viscosity_pa_s"": 0.0040992082462126, ""specific_heat_j_kgk"": 3295.5361034179377, ""thermal_conductivity_w_mk"": 0.387216886557128}, ""external_htc_w_m2k"": 3.5342635894194245, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 10.54236361171564, ""interconnects"": 0.322060567958682, ""total"": 10.86442417967432}, ""inlet_temperature_c"": 16.881798006955655, ""operation"": ""charge"", ""soc"": 0.4766572808846832, ""soh"": 0.7211130359210074}, {""ambient_temperature_c"": 22.27842635475099, ""c_rate"": 0.3785175978250627, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 997.4782185170068, ""dynamic_viscosity_pa_s"": 0.0009263653141994, ""specific_heat_j_kgk"": 4182.1048755943075, ""thermal_conductivity_w_mk"": 0.6036398737571721}, ""external_htc_w_m2k"": 10.364593276754022, ""flow_lpm"": 0.2, ""heat_w"": {""cells"": 37.879363015529634, ""interconnects"": 1.3972066373076066, ""total"": 39.27656965283724}, ""inlet_temperature_c"": 23.26495665293824, ""operation"": ""discharge"", ""soc"": 0.696286883438006, ""soh"": 0.8736919821240008}, {""ambient_temperature_c"": 27.22774521447718, ""c_rate"": 0.2691420782248831, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.208008638958, ""dynamic_viscosity_pa_s"": 0.001159577595387, ""specific_heat_j_kgk"": 4189.266391497338, ""thermal_conductivity_w_mk"": 0.5874119576001772}, ""external_htc_w_m2k"": 10.993886047974229, ""flow_lpm"": 5.4754302527866745, ""heat_w"": {""cells"": 7.54573894241674, ""interconnects"": 0.9064999295781644, ""total"": 8.452238871994904}, ""inlet_temperature_c"": 14.280330074951053, ""operation"": ""charge"", ""soc"": 0.8057724533602595, ""soh"": 0.9220104539766908}]}",,"{""dP_kPa"": {""X"": 0.16478355441273015}, ""limits_C"": {""X"": 15.0}, ""peak_C"": {""X"": 17.042382812500023}, ""pressure"": {""X"": ""pass""}, ""pressure_limits_kPa"": {""X"": 0.191}, ""rise_K"": {""X"": 11.953360258042835}, ""temperature"": {""X"": ""fail""}}","{""params"": {}, ""scorer"": ""duty_signoff""}","{""duty_modes"": [""chilled_high_load_tail""], ""duty_regimes"": [""mixed""], ""interstitial"": ""air"", ""pressure_signoff"": ""pass"", ""quick_right"": false, ""reference_right"": true, ""shown_runs"": 4, ""signoff"": ""fail"", ""training_format"": ""signoff_1d4r""}","{""answer_case_names"": [""case00686""], ""case_names"": [""case00683"", ""case00682"", ""case00681"", ""case00688"", ""case00686""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case00686""], ""geometry_ids"": [""geom_43894bdcd05fdca1"", ""geom_43894bdcd05fdca1"", ""geom_43894bdcd05fdca1"", ""geom_43894bdcd05fdca1"", ""geom_43894bdcd05fdca1""], ""run_cases"": [""case00683"", ""case00682"", ""case00681"", ""case00688""], ""solve_signatures"": 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""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-polymesh-flow-gate+native-polymesh-bounded-pressure-recovery+native-polymesh-fixed-outlet-handoff+native-polymesh-point-velocity-trust+native-polymesh-mass-recovery-cut+native-polymesh-zero-hot-cell-speed-rail+native-polymesh-progressive-mass-recovery+native-polymesh-owner-window-cfl-recovery+flow-gate-fixed-outlet-pressure-drop+cutcell-face-normal-boundary-distance+cutcell-postclosure-owner-dose+durable-flow-restart+sealed-gap-buoyancy-gate+acm-potential-wall-ramp+acm-reference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-09-v3\""""]}" ejb-training-0.1-train_val-campaign-00410-ea8153,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The five planned test points are listed below. Six result sheets came back from the rig, but their labels were lost and some entries are illegible. Five belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 40 x 21700 cylindrical cell (Molicel P42A class) (4.20 Ah, INR layered oxide, 21.7 mm diameter x 70.2 mm tall) in a rectangular grid of 8 rows x 5 columns, 2.4 mm cell spacing; a 1.2 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headerless serpentine plate, 145 x 217 x 10.8 mm; 1 serpentine circuit(s) with 3 turns each, ports connected directly to the channels; channel diameter 7.47 mm, flow across the plate width (y); ports 7.47 mm on the front (inlet) and back (outlet) faces; minimum wall 1.1 mm. Planned test points 1: Coolant water at 12.5 °C inlet, 2.00 L/min (density 999.4 kg/m³, cp 4191 J/kgK, viscosity 1.22 mPa·s). Ambient 11.6 °C, external heat-transfer coefficient 8.9 W/m²K on exposed surfaces. Load: charge at 0.847C, SOC 90%, state of health 76%; total heat generation 31.1 W (28.2 W in cells, 2.90 W in terminals/interconnects, applied uniformly). 2: Coolant water at 17.6 °C inlet, 0.360 L/min (density 998.7 kg/m³, cp 4186 J/kgK, viscosity 1.06 mPa·s). Ambient 28.0 °C, external heat-transfer coefficient 9.3 W/m²K on exposed surfaces. Load: discharge at 1.93C, SOC 63%, state of health 79%; total heat generation 78.0 W (75.1 W in cells, 2.93 W in terminals/interconnects, applied uniformly). 3: Coolant 50 wt% ethylene glycol / water at 19.1 °C inlet, 0.116 L/min (density 1065 kg/m³, cp 3307 J/kgK, viscosity 3.80 mPa·s). Ambient 17.6 °C, external heat-transfer coefficient 6.3 W/m²K on exposed surfaces. Load: charge at 0.780C, SOC 18%, state of health 72%; total heat generation 16.6 W (15.1 W in cells, 1.53 W in terminals/interconnects, applied uniformly). 4: Coolant 50 wt% ethylene glycol / water at 15.1 °C inlet, 0.100 L/min (density 1068 kg/m³, cp 3286 J/kgK, viscosity 4.37 mPa·s). Ambient 32.9 °C, external heat-transfer coefficient 7.5 W/m²K on exposed surfaces. Load: discharge at 0.474C, SOC 42%, state of health 75%; total heat generation 9.00 W (8.92 W in cells, 0.0848 W in terminals/interconnects, applied uniformly). 5: Coolant 30 wt% ethylene glycol / water at 18.2 °C inlet, 0.100 L/min (density 1039 kg/m³, cp 3713 J/kgK, viscosity 2.29 mPa·s). Ambient 37.2 °C, external heat-transfer coefficient 12 W/m²K on exposed surfaces. Load: discharge at 0.765C, SOC 86%, state of health 85%; total heat generation 8.18 W (7.29 W in cells, 0.887 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 16.6 K; cell spread 12.1 K; coolant rise 3.15 K; pressure drop illegible B peak cell rise 3.84 K; cell spread 2.83 K; coolant rise 1.51 K; pressure drop 0.0765 kPa C peak cell rise 4.67 K; cell spread 3.04 K; coolant rise 1.60 K; pressure drop illegible D peak cell rise 5.37 K; cell spread 4.71 K; coolant rise illegible; pressure drop 2.07 kPa E peak cell rise 12.7 K; cell spread 7.44 K; coolant rise illegible; pressure drop 0.0512 kPa F peak cell rise 11.1 K; cell spread 6.12 K; coolant rise 4.48 K; pressure drop 0.0907 kPa Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 29.5 °C): Coolant water at 24.9 °C inlet, 0.100 L/min (density 997.1 kg/m³, cp 4181 J/kgK, viscosity 0.892 mPa·s). Ambient 31.5 °C, external heat-transfer coefficient 9.4 W/m²K on exposed surfaces. Load: charge at 0.258C, SOC 82%, state of health 83%; total heat generation 2.60 W (2.50 W in cells, 0.0935 W in terminals/interconnects, applied uniformly). Duty Y (limit 27.0 °C): Coolant 30 wt% ethylene glycol / water at 13.1 °C inlet, 0.188 L/min (density 1041 kg/m³, cp 3698 J/kgK, viscosity 2.69 mPa·s). Ambient 29.0 °C, external heat-transfer coefficient 4.7 W/m²K on exposed surfaces. Load: discharge at 1.39C, SOC 23%, state of health 100%; total heat generation 56.6 W (56.0 W in cells, 0.586 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""5\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 31.531692040152848, ""c_rate"": 0.2580225610063298, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 997.0685673212088, ""dynamic_viscosity_pa_s"": 0.0008916821647198, ""specific_heat_j_kgk"": 4181.3487464557065, ""thermal_conductivity_w_mk"": 0.6063823335820268}, ""external_htc_w_m2k"": 9.36030162125826, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 2.504258473115402, ""interconnects"": 0.0935495136190643, ""total"": 2.5978079867344666}, ""inlet_temperature_c"": 24.9182845751832, ""operation"": ""charge"", ""soc"": 0.8229888624511659, ""soh"": 0.8285447726026177}, {""ambient_temperature_c"": 28.975420892238617, ""c_rate"": 1.3929298809099997, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1040.7009408189672, ""dynamic_viscosity_pa_s"": 0.00268709870685, ""specific_heat_j_kgk"": 3697.868808971522, ""thermal_conductivity_w_mk"": 0.458459601657087}, ""external_htc_w_m2k"": 4.7045437870547175, ""flow_lpm"": 0.1875333255783318, ""heat_w"": {""cells"": 55.99204133927862, ""interconnects"": 0.5860682548588506, ""total"": 56.57810959413747}, ""inlet_temperature_c"": 13.120862086229046, ""operation"": ""discharge"", ""soc"": 0.2288938391488045, ""soh"": 0.9971748217009008}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 4.2, ""cell_count"": 40, ""cell_dimensions_mm"": {""diameter"": 21.7, ""height"": 70.2}, ""cell_family"": ""molicel_21700"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 2.3522950977087023, ""chemistry"": ""INR layered oxide"", ""columns"": 5, ""interstitial"": ""potting"", ""plate_coverage"": 0.786821461321366, ""rows"": 8, ""tim_thickness_mm"": 1.168773426534608}, ""planned_points"": [{""ambient_temperature_c"": 11.591871939599514, ""c_rate"": 0.8470947216872584, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.4372690697272, ""dynamic_viscosity_pa_s"": 0.0012158166043668, ""specific_heat_j_kgk"": 4191.42628230015, ""thermal_conductivity_w_mk"": 0.5839741112451102}, ""external_htc_w_m2k"": 8.876624087803066, ""flow_lpm"": 2.0, ""heat_w"": {""cells"": 28.173838812946524, ""interconnects"": 2.90371826117838, ""total"": 31.077557074124904}, ""inlet_temperature_c"": 12.537344350297824, ""operation"": ""charge"", ""soc"": 0.9026706777978688, ""soh"": 0.7647121244110167}, {""ambient_temperature_c"": 27.970591131597757, ""c_rate"": 1.9310353597808525, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.6629638491048, ""dynamic_viscosity_pa_s"": 0.0010620881580558, ""specific_heat_j_kgk"": 4185.883982245325, ""thermal_conductivity_w_mk"": 0.5937741814512435}, ""external_htc_w_m2k"": 9.304724184796214, ""flow_lpm"": 0.360372913585445, ""heat_w"": {""cells"": 75.10426504391758, ""interconnects"": 2.9266107467486964, ""total"": 78.03087579066627}, ""inlet_temperature_c"": 17.6483706664294, ""operation"": ""discharge"", ""soc"": 0.6313855331856757, ""soh"": 0.7949203226715326}, {""ambient_temperature_c"": 17.60265755467117, ""c_rate"": 0.7798565708959011, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1065.4011379886797, ""dynamic_viscosity_pa_s"": 0.0038029863849133, ""specific_heat_j_kgk"": 3307.3466726803777, ""thermal_conductivity_w_mk"": 0.3885963249906676}, ""external_htc_w_m2k"": 6.267469058744609, ""flow_lpm"": 0.1155219162541114, ""heat_w"": {""cells"": 15.090859515966851, ""interconnects"": 1.526095432319755, ""total"": 16.616954948286608}, ""inlet_temperature_c"": 19.109074461414775, ""operation"": ""charge"", ""soc"": 0.1837713696528226, ""soh"": 0.7233073846437037}, {""ambient_temperature_c"": 32.92344603687525, ""c_rate"": 0.4740450265892074, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1067.5018535442302, ""dynamic_viscosity_pa_s"": 0.0043667600239893, ""specific_heat_j_kgk"": 3285.8098519073064, ""thermal_conductivity_w_mk"": 0.3860905337201821}, ""external_htc_w_m2k"": 7.476598707027733, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 8.915539199949631, ""interconnects"": 0.0848145235112659, ""total"": 9.000353723460897}, ""inlet_temperature_c"": 15.061876304620268, ""operation"": ""discharge"", ""soc"": 0.4206163886003196, ""soh"": 0.7546990911476313}, {""ambient_temperature_c"": 37.20534211024642, ""c_rate"": 0.7648042362824825, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1038.7755265589196, ""dynamic_viscosity_pa_s"": 0.0022891137682302, ""specific_heat_j_kgk"": 3712.8895745012, ""thermal_conductivity_w_mk"": 0.463202576707807}, ""external_htc_w_m2k"": 11.876418024301527, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 7.2880717564102495, ""interconnects"": 0.8869544317526034, ""total"": 8.175026188162853}, ""inlet_temperature_c"": 18.178968811128005, ""operation"": ""discharge"", ""soc"": 0.8647650193423032, ""soh"": 0.8544142588973045}], ""plate"": {""channel_diameter_mm"": 7.471466566315354, ""flow_direction"": ""widthwise_y"", ""height_mm"": 10.75, ""inlet_face"": ""front"", ""layout"": ""headerless_serpentine"", ""length_mm"": 145.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.1458841413259506, ""outlet_face"": ""back"", ""parallel_paths"": 1, ""port_diameter_mm"": 7.471466566315354, ""turns"": 3, ""width_mm"": 217.0}}",,"{""limits_C"": {""X"": 29.5, ""Y"": 27.0}, ""links"": {""1"": ""D"", ""2"": ""A"", ""3"": ""C"", ""4"": ""F"", ""5"": ""E""}, ""misfiled"": ""B"", ""peak_C"": {""X"": 28.906518554687523, ""Y"": 29.277124023437523}, ""rise_K"": {""X"": 3.9882339795043436, ""Y"": 16.156261937208455}, ""signoff"": {""X"": ""pass"", ""Y"": ""fail""}}","{""params"": {}, ""scorer"": ""campaign""}","{""duty_modes"": [""thermal_stress_tail"", ""chilled_high_load_tail""], ""duty_regimes"": [""ambient_heated"", ""load_dominated""], ""fit_clearance_scales"": [1.31, 3.49], ""interstitial"": ""potting"", ""non_controller_duties"": 2, ""profile"": ""training"", ""signoff"": ""pass_fail"", ""stray_state"": ""whole"", ""training_format"": ""campaign_5p"", ""trap_duties"": 0, ""uniqueness_ratio"": 1.08}","{""answer_case_names"": [""case11592"", ""case11585"", ""case11586"", ""case11589"", ""case11587"", ""case11591"", ""case11590"", ""case00684""], ""case_names"": [""case11592"", ""case11585"", ""case11586"", ""case11589"", ""case11587"", ""case11591"", ""case11590"", ""case00684""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": 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eference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-09-v3\""""], ""stray_case"": ""case00684""}" ejb-training-0.1-train_val-campaign-00412-7d4ab8,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The five planned test points are listed below. Six result sheets came back from the rig, but their labels were lost and some entries are illegible. Five belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 40 x 21700 cylindrical cell (Molicel P42A class) (4.20 Ah, INR layered oxide, 21.7 mm diameter x 70.2 mm tall) in a rectangular grid of 8 rows x 5 columns, 2.4 mm cell spacing; a 1.2 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headerless serpentine plate, 145 x 217 x 10.8 mm; 1 serpentine circuit(s) with 3 turns each, ports connected directly to the channels; channel diameter 7.47 mm, flow across the plate width (y); ports 7.47 mm on the front (inlet) and back (outlet) faces; minimum wall 1.1 mm. Planned test points 1: Coolant 30 wt% ethylene glycol / water at 13.1 °C inlet, 0.188 L/min (density 1041 kg/m³, cp 3698 J/kgK, viscosity 2.69 mPa·s). Ambient 29.0 °C, external heat-transfer coefficient 4.7 W/m²K on exposed surfaces. Load: discharge at 1.39C, SOC 23%, state of health 100%; total heat generation 56.6 W (56.0 W in cells, 0.586 W in terminals/interconnects, applied uniformly). 2: Coolant water at 21.0 °C inlet, 0.100 L/min (density 998.0 kg/m³, cp 4183 J/kgK, viscosity 0.978 mPa·s). Ambient 22.6 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.942C, SOC 63%, state of health 92%; total heat generation 15.4 W (14.5 W in cells, 0.860 W in terminals/interconnects, applied uniformly). 3: Coolant 30 wt% ethylene glycol / water at 18.2 °C inlet, 0.100 L/min (density 1039 kg/m³, cp 3713 J/kgK, viscosity 2.29 mPa·s). Ambient 37.2 °C, external heat-transfer coefficient 12 W/m²K on exposed surfaces. Load: discharge at 0.765C, SOC 86%, state of health 85%; total heat generation 8.18 W (7.29 W in cells, 0.887 W in terminals/interconnects, applied uniformly). 4: Coolant 50 wt% ethylene glycol / water at 15.1 °C inlet, 0.100 L/min (density 1068 kg/m³, cp 3286 J/kgK, viscosity 4.37 mPa·s). Ambient 32.9 °C, external heat-transfer coefficient 7.5 W/m²K on exposed surfaces. Load: discharge at 0.474C, SOC 42%, state of health 75%; total heat generation 9.00 W (8.92 W in cells, 0.0848 W in terminals/interconnects, applied uniformly). 5: Coolant 50 wt% ethylene glycol / water at 19.1 °C inlet, 0.116 L/min (density 1065 kg/m³, cp 3307 J/kgK, viscosity 3.80 mPa·s). Ambient 17.6 °C, external heat-transfer coefficient 6.3 W/m²K on exposed surfaces. Load: charge at 0.780C, SOC 18%, state of health 72%; total heat generation 16.6 W (15.1 W in cells, 1.53 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 16.2 K; cell spread 9.86 K; coolant rise 5.20 K; pressure drop illegible B peak cell rise 12.7 K; cell spread 7.44 K; coolant rise illegible; pressure drop 0.0512 kPa C peak cell rise 4.67 K; cell spread 3.04 K; coolant rise illegible; pressure drop 0.0939 kPa D peak cell rise 4.43 K; cell spread 2.71 K; coolant rise 1.88 K; pressure drop 0.0256 kPa E peak cell rise 11.1 K; cell spread 6.12 K; coolant rise 4.48 K; pressure drop 0.0907 kPa F peak cell rise 4.21 K; cell spread 3.35 K; coolant rise 1.50 K; pressure drop illegible Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 18.5 °C): Coolant water at 12.5 °C inlet, 2.00 L/min (density 999.4 kg/m³, cp 4191 J/kgK, viscosity 1.22 mPa·s). Ambient 11.6 °C, external heat-transfer coefficient 8.9 W/m²K on exposed surfaces. Load: charge at 0.847C, SOC 90%, state of health 76%; total heat generation 31.1 W (28.2 W in cells, 2.90 W in terminals/interconnects, applied uniformly). Duty Y (limit 29.5 °C): Coolant water at 24.9 °C inlet, 0.100 L/min (density 997.1 kg/m³, cp 4181 J/kgK, viscosity 0.892 mPa·s). Ambient 31.5 °C, external heat-transfer coefficient 9.4 W/m²K on exposed surfaces. Load: charge at 0.258C, SOC 82%, state of health 83%; total heat generation 2.60 W (2.50 W in cells, 0.0935 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""5\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 11.591871939599514, ""c_rate"": 0.8470947216872584, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.4372690697272, ""dynamic_viscosity_pa_s"": 0.0012158166043668, ""specific_heat_j_kgk"": 4191.42628230015, ""thermal_conductivity_w_mk"": 0.5839741112451102}, ""external_htc_w_m2k"": 8.876624087803066, ""flow_lpm"": 2.0, ""heat_w"": {""cells"": 28.173838812946524, ""interconnects"": 2.90371826117838, ""total"": 31.077557074124904}, ""inlet_temperature_c"": 12.537344350297824, ""operation"": ""charge"", ""soc"": 0.9026706777978688, ""soh"": 0.7647121244110167}, {""ambient_temperature_c"": 31.531692040152848, ""c_rate"": 0.2580225610063298, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 997.0685673212088, ""dynamic_viscosity_pa_s"": 0.0008916821647198, ""specific_heat_j_kgk"": 4181.3487464557065, ""thermal_conductivity_w_mk"": 0.6063823335820268}, ""external_htc_w_m2k"": 9.36030162125826, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 2.504258473115402, ""interconnects"": 0.0935495136190643, ""total"": 2.5978079867344666}, ""inlet_temperature_c"": 24.9182845751832, ""operation"": ""charge"", ""soc"": 0.8229888624511659, ""soh"": 0.8285447726026177}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 4.2, ""cell_count"": 40, ""cell_dimensions_mm"": {""diameter"": 21.7, ""height"": 70.2}, ""cell_family"": ""molicel_21700"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 2.3522950977087023, ""chemistry"": ""INR layered oxide"", ""columns"": 5, ""interstitial"": ""potting"", ""plate_coverage"": 0.786821461321366, ""rows"": 8, ""tim_thickness_mm"": 1.168773426534608}, ""planned_points"": [{""ambient_temperature_c"": 28.975420892238617, ""c_rate"": 1.3929298809099997, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1040.7009408189672, ""dynamic_viscosity_pa_s"": 0.00268709870685, ""specific_heat_j_kgk"": 3697.868808971522, ""thermal_conductivity_w_mk"": 0.458459601657087}, ""external_htc_w_m2k"": 4.7045437870547175, ""flow_lpm"": 0.1875333255783318, ""heat_w"": {""cells"": 55.99204133927862, ""interconnects"": 0.5860682548588506, ""total"": 56.57810959413747}, ""inlet_temperature_c"": 13.120862086229046, ""operation"": ""discharge"", ""soc"": 0.2288938391488045, ""soh"": 0.9971748217009008}, {""ambient_temperature_c"": 22.581034572795033, ""c_rate"": 0.9419704267241338, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.0035246142352, ""dynamic_viscosity_pa_s"": 0.0009784135899461, ""specific_heat_j_kgk"": 4183.409427517248, ""thermal_conductivity_w_mk"": 0.5997021450019084}, ""external_htc_w_m2k"": 10.869709393009543, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 14.527491182996732, ""interconnects"": 0.8598230262234897, ""total"": 15.387314209220222}, ""inlet_temperature_c"": 20.96287848715032, ""operation"": ""charge"", ""soc"": 0.6308537058066577, ""soh"": 0.9232922336086632}, {""ambient_temperature_c"": 37.20534211024642, ""c_rate"": 0.7648042362824825, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1038.7755265589196, ""dynamic_viscosity_pa_s"": 0.0022891137682302, ""specific_heat_j_kgk"": 3712.8895745012, ""thermal_conductivity_w_mk"": 0.463202576707807}, ""external_htc_w_m2k"": 11.876418024301527, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 7.2880717564102495, ""interconnects"": 0.8869544317526034, ""total"": 8.175026188162853}, ""inlet_temperature_c"": 18.178968811128005, ""operation"": ""discharge"", ""soc"": 0.8647650193423032, ""soh"": 0.8544142588973045}, {""ambient_temperature_c"": 32.92344603687525, ""c_rate"": 0.4740450265892074, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1067.5018535442302, ""dynamic_viscosity_pa_s"": 0.0043667600239893, ""specific_heat_j_kgk"": 3285.8098519073064, ""thermal_conductivity_w_mk"": 0.3860905337201821}, ""external_htc_w_m2k"": 7.476598707027733, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 8.915539199949631, ""interconnects"": 0.0848145235112659, ""total"": 9.000353723460897}, ""inlet_temperature_c"": 15.061876304620268, ""operation"": ""discharge"", ""soc"": 0.4206163886003196, ""soh"": 0.7546990911476313}, {""ambient_temperature_c"": 17.60265755467117, ""c_rate"": 0.7798565708959011, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1065.4011379886797, ""dynamic_viscosity_pa_s"": 0.0038029863849133, ""specific_heat_j_kgk"": 3307.3466726803777, 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""rise_K"": {""X"": 5.368014536420958, ""Y"": 3.9882339795043436}, ""signoff"": {""X"": ""pass"", ""Y"": ""pass""}}","{""params"": {}, ""scorer"": ""campaign""}","{""duty_modes"": [""hydraulic_exploration"", ""thermal_stress_tail""], ""duty_regimes"": [""load_dominated"", ""ambient_heated""], ""fit_clearance_scales"": [12.91, 1.22], ""interstitial"": ""potting"", ""non_controller_duties"": 2, ""profile"": ""training"", ""signoff"": ""pass_pass"", ""stray_state"": ""dP"", ""training_format"": ""campaign_5p"", ""trap_duties"": 0, ""uniqueness_ratio"": 1.046}","{""answer_case_names"": [""case11590"", ""case11588"", ""case11587"", ""case11589"", ""case11586"", ""case11592"", ""case11591"", ""case00698""], ""case_names"": [""case11590"", ""case11588"", ""case11587"", ""case11589"", ""case11586"", ""case11592"", ""case11591"", ""case00698""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case11592"", ""case11591""], ""geometry_ids"": [""geom_d36ca4256be0c225"", ""geom_d36ca4256be0c225"", ""geom_d36ca4256be0c225"", ""geom_d36ca4256be0c225"", ""geom_d36ca4256be0c225"", ""geom_d36ca4256be0c225"", ""geom_d36ca4256be0c225"", ""geom_95660ba045f75c1f""], ""point_cases"": [""case11590"", ""case11588"", ""case11587"", ""case11589"", ""case11586""], ""solve_signatures"": [""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+cht-bounded-flow-progress-v1+cht-solid-topology-reuse-v1+cht-secondary-accuracy-recovery-v1+cht-secondary-failure-evidence-v1+cht-sibling-flow-initial-guess-v1+cht-certified-cfl-gate-v1+cht-hydraulic-envelope-explicit-v1+cht-cfl-edge-memory-v1+cht-stationary-plateau-acceptance-v1+cht-sfd-float64-v1+cht-sibling-thermal-initial-guess-v1+cht-pressure-endgame-v1+cht-buoyant-spinup-fail-fast-v1+cht-period-two-cfl-guard-v1+cht-growth-endgame-v1+cht-secondary-screening-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-poly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""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-polymesh-flow-gate+native-polymesh-bounded-pressure-recovery+native-polymesh-fixed-outlet-handoff+native-polymesh-point-velocity-trust+native-polymesh-mass-recovery-cut+native-polymesh-zero-hot-cell-speed-rail+native-polymesh-progressive-mass-recovery+native-polymesh-owner-window-cfl-recovery+flow-gate-fixed-outlet-pressure-drop+cutcell-face-normal-boundary-distance+cutcell-postclosure-owner-dose+durable-flow-restart+sealed-gap-buoyancy-gate+acm-potential-wall-ramp+acm-reference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-09-v3\""""], ""stray_case"": ""case00698""}" ejb-training-0.1-train_val-campaign-00414-5057ea,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The five planned test points are listed below. Six result sheets came back from the rig, but their labels were lost and some entries are illegible. Five belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 40 x 21700 cylindrical cell (Molicel P42A class) (4.20 Ah, INR layered oxide, 21.7 mm diameter x 70.2 mm tall) in a rectangular grid of 8 rows x 5 columns, 2.4 mm cell spacing; a 1.2 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headerless serpentine plate, 145 x 217 x 10.8 mm; 1 serpentine circuit(s) with 3 turns each, ports connected directly to the channels; channel diameter 7.47 mm, flow across the plate width (y); ports 7.47 mm on the front (inlet) and back (outlet) faces; minimum wall 1.1 mm. Planned test points 1: Coolant water at 17.6 °C inlet, 0.360 L/min (density 998.7 kg/m³, cp 4186 J/kgK, viscosity 1.06 mPa·s). Ambient 28.0 °C, external heat-transfer coefficient 9.3 W/m²K on exposed surfaces. Load: discharge at 1.93C, SOC 63%, state of health 79%; total heat generation 78.0 W (75.1 W in cells, 2.93 W in terminals/interconnects, applied uniformly). 2: Coolant 50 wt% ethylene glycol / water at 19.1 °C inlet, 0.116 L/min (density 1065 kg/m³, cp 3307 J/kgK, viscosity 3.80 mPa·s). Ambient 17.6 °C, external heat-transfer coefficient 6.3 W/m²K on exposed surfaces. Load: charge at 0.780C, SOC 18%, state of health 72%; total heat generation 16.6 W (15.1 W in cells, 1.53 W in terminals/interconnects, applied uniformly). 3: Coolant water at 21.0 °C inlet, 0.100 L/min (density 998.0 kg/m³, cp 4183 J/kgK, viscosity 0.978 mPa·s). Ambient 22.6 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.942C, SOC 63%, state of health 92%; total heat generation 15.4 W (14.5 W in cells, 0.860 W in terminals/interconnects, applied uniformly). 4: Coolant 30 wt% ethylene glycol / water at 18.2 °C inlet, 0.100 L/min (density 1039 kg/m³, cp 3713 J/kgK, viscosity 2.29 mPa·s). Ambient 37.2 °C, external heat-transfer coefficient 12 W/m²K on exposed surfaces. Load: discharge at 0.765C, SOC 86%, state of health 85%; total heat generation 8.18 W (7.29 W in cells, 0.887 W in terminals/interconnects, applied uniformly). 5: Coolant 50 wt% ethylene glycol / water at 15.1 °C inlet, 0.100 L/min (density 1068 kg/m³, cp 3286 J/kgK, viscosity 4.37 mPa·s). Ambient 32.9 °C, external heat-transfer coefficient 7.5 W/m²K on exposed surfaces. Load: discharge at 0.474C, SOC 42%, state of health 75%; total heat generation 9.00 W (8.92 W in cells, 0.0848 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 16.6 K; cell spread 12.1 K; coolant rise 3.15 K; pressure drop illegible B peak cell rise 4.67 K; cell spread 3.04 K; coolant rise 1.60 K; pressure drop 0.0939 kPa C peak cell rise 4.43 K; cell spread 2.71 K; coolant rise 1.88 K; pressure drop 0.0256 kPa D peak cell rise 4.17 K; cell spread 3.56 K; coolant rise illegible; pressure drop 0.0282 kPa E peak cell rise 11.1 K; cell spread 6.12 K; coolant rise 4.48 K; pressure drop illegible F peak cell rise 12.7 K; cell spread 7.44 K; coolant rise illegible; pressure drop 0.0512 kPa Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 19.0 °C): Coolant water at 12.5 °C inlet, 2.00 L/min (density 999.4 kg/m³, cp 4191 J/kgK, viscosity 1.22 mPa·s). Ambient 11.6 °C, external heat-transfer coefficient 8.9 W/m²K on exposed surfaces. Load: charge at 0.847C, SOC 90%, state of health 76%; total heat generation 31.1 W (28.2 W in cells, 2.90 W in terminals/interconnects, applied uniformly). Duty Y (limit 29.5 °C): Coolant water at 24.9 °C inlet, 0.100 L/min (density 997.1 kg/m³, cp 4181 J/kgK, viscosity 0.892 mPa·s). Ambient 31.5 °C, external heat-transfer coefficient 9.4 W/m²K on exposed surfaces. Load: charge at 0.258C, SOC 82%, state of health 83%; total heat generation 2.60 W (2.50 W in cells, 0.0935 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""5\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 11.591871939599514, ""c_rate"": 0.8470947216872584, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.4372690697272, ""dynamic_viscosity_pa_s"": 0.0012158166043668, ""specific_heat_j_kgk"": 4191.42628230015, ""thermal_conductivity_w_mk"": 0.5839741112451102}, ""external_htc_w_m2k"": 8.876624087803066, ""flow_lpm"": 2.0, ""heat_w"": {""cells"": 28.173838812946524, ""interconnects"": 2.90371826117838, ""total"": 31.077557074124904}, ""inlet_temperature_c"": 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eference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-09-v3\""""], ""stray_case"": ""case00681""}" ejb-training-0.1-train_val-campaign-00415-df068e,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The four planned test points are listed below. Five result sheets came back from the rig, but their labels were lost and some entries are illegible. Four belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 40 x 21700 cylindrical cell (Molicel P42A class) (4.20 Ah, INR layered oxide, 21.7 mm diameter x 70.2 mm tall) in a rectangular grid of 8 rows x 5 columns, 2.4 mm cell spacing; a 1.2 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headerless serpentine plate, 145 x 217 x 10.8 mm; 1 serpentine circuit(s) with 3 turns each, ports connected directly to the channels; channel diameter 7.47 mm, flow across the plate width (y); ports 7.47 mm on the front (inlet) and back (outlet) faces; minimum wall 1.1 mm. Planned test points 1: Coolant 50 wt% ethylene glycol / water at 19.1 °C inlet, 0.116 L/min (density 1065 kg/m³, cp 3307 J/kgK, viscosity 3.80 mPa·s). Ambient 17.6 °C, external heat-transfer coefficient 6.3 W/m²K on exposed surfaces. Load: charge at 0.780C, SOC 18%, state of health 72%; total heat generation 16.6 W (15.1 W in cells, 1.53 W in terminals/interconnects, applied uniformly). 2: Coolant water at 21.0 °C inlet, 0.100 L/min (density 998.0 kg/m³, cp 4183 J/kgK, viscosity 0.978 mPa·s). Ambient 22.6 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.942C, SOC 63%, state of health 92%; total heat generation 15.4 W (14.5 W in cells, 0.860 W in terminals/interconnects, applied uniformly). 3: Coolant 50 wt% ethylene glycol / water at 15.1 °C inlet, 0.100 L/min (density 1068 kg/m³, cp 3286 J/kgK, viscosity 4.37 mPa·s). Ambient 32.9 °C, external heat-transfer coefficient 7.5 W/m²K on exposed surfaces. Load: discharge at 0.474C, SOC 42%, state of health 75%; total heat generation 9.00 W (8.92 W in cells, 0.0848 W in terminals/interconnects, applied uniformly). 4: Coolant water at 24.9 °C inlet, 0.100 L/min (density 997.1 kg/m³, cp 4181 J/kgK, viscosity 0.892 mPa·s). Ambient 31.5 °C, external heat-transfer coefficient 9.4 W/m²K on exposed surfaces. Load: charge at 0.258C, SOC 82%, state of health 83%; total heat generation 2.60 W (2.50 W in cells, 0.0935 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 4.17 K; cell spread 3.56 K; coolant rise illegible; pressure drop 0.0282 kPa B peak cell rise 4.67 K; cell spread 3.04 K; coolant rise 1.60 K; pressure drop 0.0939 kPa C peak cell rise 3.99 K; cell spread 2.53 K; coolant rise 1.51 K; pressure drop illegible D peak cell rise 4.43 K; cell spread 2.71 K; coolant rise 1.88 K; pressure drop illegible E peak cell rise 11.1 K; cell spread 6.12 K; coolant rise illegible; pressure drop 0.0907 kPa Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 19.0 °C): Coolant water at 12.5 °C inlet, 2.00 L/min (density 999.4 kg/m³, cp 4191 J/kgK, viscosity 1.22 mPa·s). Ambient 11.6 °C, external heat-transfer coefficient 8.9 W/m²K on exposed surfaces. Load: charge at 0.847C, SOC 90%, state of health 76%; total heat generation 31.1 W (28.2 W in cells, 2.90 W in terminals/interconnects, applied uniformly). Duty Y (limit 32.0 °C): Coolant 30 wt% ethylene glycol / water at 13.1 °C inlet, 0.188 L/min (density 1041 kg/m³, cp 3698 J/kgK, viscosity 2.69 mPa·s). Ambient 29.0 °C, external heat-transfer coefficient 4.7 W/m²K on exposed surfaces. Load: discharge at 1.39C, SOC 23%, state of health 100%; total heat generation 56.6 W (56.0 W in cells, 0.586 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""4\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 11.591871939599514, ""c_rate"": 0.8470947216872584, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.4372690697272, ""dynamic_viscosity_pa_s"": 0.0012158166043668, ""specific_heat_j_kgk"": 4191.42628230015, ""thermal_conductivity_w_mk"": 0.5839741112451102}, ""external_htc_w_m2k"": 8.876624087803066, ""flow_lpm"": 2.0, ""heat_w"": {""cells"": 28.173838812946524, ""interconnects"": 2.90371826117838, ""total"": 31.077557074124904}, ""inlet_temperature_c"": 12.537344350297824, ""operation"": ""charge"", ""soc"": 0.9026706777978688, ""soh"": 0.7647121244110167}, {""ambient_temperature_c"": 28.975420892238617, ""c_rate"": 1.3929298809099997, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1040.7009408189672, ""dynamic_viscosity_pa_s"": 0.00268709870685, ""specific_heat_j_kgk"": 3697.868808971522, ""thermal_conductivity_w_mk"": 0.458459601657087}, ""external_htc_w_m2k"": 4.7045437870547175, ""flow_lpm"": 0.1875333255783318, ""heat_w"": {""cells"": 55.99204133927862, ""interconnects"": 0.5860682548588506, ""total"": 56.57810959413747}, ""inlet_temperature_c"": 13.120862086229046, ""operation"": ""discharge"", ""soc"": 0.2288938391488045, ""soh"": 0.9971748217009008}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 4.2, ""cell_count"": 40, ""cell_dimensions_mm"": {""diameter"": 21.7, ""height"": 70.2}, ""cell_family"": ""molicel_21700"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 2.3522950977087023, ""chemistry"": ""INR layered oxide"", ""columns"": 5, ""interstitial"": ""potting"", ""plate_coverage"": 0.786821461321366, ""rows"": 8, ""tim_thickness_mm"": 1.168773426534608}, ""planned_points"": [{""ambient_temperature_c"": 17.60265755467117, ""c_rate"": 0.7798565708959011, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1065.4011379886797, ""dynamic_viscosity_pa_s"": 0.0038029863849133, ""specific_heat_j_kgk"": 3307.3466726803777, ""thermal_conductivity_w_mk"": 0.3885963249906676}, ""external_htc_w_m2k"": 6.267469058744609, ""flow_lpm"": 0.1155219162541114, ""heat_w"": {""cells"": 15.090859515966851, ""interconnects"": 1.526095432319755, ""total"": 16.616954948286608}, ""inlet_temperature_c"": 19.109074461414775, ""operation"": ""charge"", ""soc"": 0.1837713696528226, ""soh"": 0.7233073846437037}, {""ambient_temperature_c"": 22.581034572795033, ""c_rate"": 0.9419704267241338, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.0035246142352, ""dynamic_viscosity_pa_s"": 0.0009784135899461, ""specific_heat_j_kgk"": 4183.409427517248, ""thermal_conductivity_w_mk"": 0.5997021450019084}, ""external_htc_w_m2k"": 10.869709393009543, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 14.527491182996732, ""interconnects"": 0.8598230262234897, ""total"": 15.387314209220222}, ""inlet_temperature_c"": 20.96287848715032, ""operation"": ""charge"", ""soc"": 0.6308537058066577, ""soh"": 0.9232922336086632}, {""ambient_temperature_c"": 32.92344603687525, ""c_rate"": 0.4740450265892074, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1067.5018535442302, ""dynamic_viscosity_pa_s"": 0.0043667600239893, ""specific_heat_j_kgk"": 3285.8098519073064, ""thermal_conductivity_w_mk"": 0.3860905337201821}, ""external_htc_w_m2k"": 7.476598707027733, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 8.915539199949631, ""interconnects"": 0.0848145235112659, ""total"": 9.000353723460897}, ""inlet_temperature_c"": 15.061876304620268, ""operation"": ""discharge"", ""soc"": 0.4206163886003196, ""soh"": 0.7546990911476313}, {""ambient_temperature_c"": 31.531692040152848, ""c_rate"": 0.2580225610063298, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 997.0685673212088, ""dynamic_viscosity_pa_s"": 0.0008916821647198, ""specific_heat_j_kgk"": 4181.3487464557065, ""thermal_conductivity_w_mk"": 0.6063823335820268}, ""external_htc_w_m2k"": 9.36030162125826, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 2.504258473115402, ""interconnects"": 0.0935495136190643, ""total"": 2.5978079867344666}, ""inlet_temperature_c"": 24.9182845751832, ""operation"": ""charge"", ""soc"": 0.8229888624511659, ""soh"": 0.8285447726026177}], ""plate"": {""channel_diameter_mm"": 7.471466566315354, ""flow_direction"": ""widthwise_y"", ""height_mm"": 10.75, ""inlet_face"": ""front"", ""layout"": ""headerless_serpentine"", ""length_mm"": 145.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.1458841413259506, ""outlet_face"": ""back"", ""parallel_paths"": 1, ""port_diameter_mm"": 7.471466566315354, ""turns"": 3, ""width_mm"": 217.0}}",,"{""limits_C"": {""X"": 19.0, ""Y"": 32.0}, ""links"": {""1"": ""B"", ""2"": ""D"", ""3"": ""E"", ""4"": ""C""}, ""misfiled"": ""A"", ""peak_C"": {""X"": 17.905358886718773, ""Y"": 29.277124023437523}, ""rise_K"": {""X"": 5.368014536420958, ""Y"": 16.156261937208455}, ""signoff"": {""X"": ""pass"", ""Y"": ""pass""}}","{""params"": {}, ""scorer"": ""campaign""}","{""duty_modes"": [""hydraulic_exploration"", ""chilled_high_load_tail""], ""duty_regimes"": [""load_dominated"", ""load_dominated""], ""fit_clearance_scales"": [35.54, 8.29], ""interstitial"": ""potting"", ""non_controller_duties"": 2, ""profile"": ""training"", ""signoff"": ""pass_pass"", ""stray_state"": ""rise"", ""training_format"": ""campaign_4p"", ""trap_duties"": 0, ""uniqueness_ratio"": 1.174}","{""answer_case_names"": [""case11586"", ""case11588"", ""case11589"", ""case11591"", ""case11592"", ""case11590"", ""case00681""], ""case_names"": [""case11586"", ""case11588"", ""case11589"", ""case11591"", ""case11592"", ""case11590"", ""case00681""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case11592"", ""case11590""], ""geometry_ids"": [""geom_d36ca4256be0c225"", ""geom_d36ca4256be0c225"", ""geom_d36ca4256be0c225"", ""geom_d36ca4256be0c225"", ""geom_d36ca4256be0c225"", ""geom_d36ca4256be0c225"", ""geom_43894bdcd05fdca1""], ""point_cases"": [""case11586"", ""case11588"", ""case11589"", ""case11591""], ""solve_signatures"": 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eference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-09-v3\""""], ""stray_case"": ""case00681""}" ejb-training-0.1-train_val-campaign-00417-11977e,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The four planned test points are listed below. Five result sheets came back from the rig, but their labels were lost and some entries are illegible. Four belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 40 x 21700 cylindrical cell (Molicel P42A class) (4.20 Ah, INR layered oxide, 21.7 mm diameter x 70.2 mm tall) in a rectangular grid of 8 rows x 5 columns, 2.4 mm cell spacing; a 1.2 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headerless serpentine plate, 145 x 217 x 10.8 mm; 1 serpentine circuit(s) with 3 turns each, ports connected directly to the channels; channel diameter 7.47 mm, flow across the plate width (y); ports 7.47 mm on the front (inlet) and back (outlet) faces; minimum wall 1.1 mm. Planned test points 1: Coolant 50 wt% ethylene glycol / water at 19.1 °C inlet, 0.116 L/min (density 1065 kg/m³, cp 3307 J/kgK, viscosity 3.80 mPa·s). Ambient 17.6 °C, external heat-transfer coefficient 6.3 W/m²K on exposed surfaces. Load: charge at 0.780C, SOC 18%, state of health 72%; total heat generation 16.6 W (15.1 W in cells, 1.53 W in terminals/interconnects, applied uniformly). 2: Coolant water at 21.0 °C inlet, 0.100 L/min (density 998.0 kg/m³, cp 4183 J/kgK, viscosity 0.978 mPa·s). Ambient 22.6 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.942C, SOC 63%, state of health 92%; total heat generation 15.4 W (14.5 W in cells, 0.860 W in terminals/interconnects, applied uniformly). 3: Coolant 30 wt% ethylene glycol / water at 18.2 °C inlet, 0.100 L/min (density 1039 kg/m³, cp 3713 J/kgK, viscosity 2.29 mPa·s). Ambient 37.2 °C, external heat-transfer coefficient 12 W/m²K on exposed surfaces. Load: discharge at 0.765C, SOC 86%, state of health 85%; total heat generation 8.18 W (7.29 W in cells, 0.887 W in terminals/interconnects, applied uniformly). 4: Coolant 50 wt% ethylene glycol / water at 15.1 °C inlet, 0.100 L/min (density 1068 kg/m³, cp 3286 J/kgK, viscosity 4.37 mPa·s). Ambient 32.9 °C, external heat-transfer coefficient 7.5 W/m²K on exposed surfaces. Load: discharge at 0.474C, SOC 42%, state of health 75%; total heat generation 9.00 W (8.92 W in cells, 0.0848 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 4.17 K; cell spread 3.56 K; coolant rise 1.38 K; pressure drop illegible B peak cell rise 12.7 K; cell spread 7.44 K; coolant rise 5.01 K; pressure drop 0.0512 kPa C peak cell rise 11.1 K; cell spread 6.12 K; coolant rise 4.48 K; pressure drop illegible D peak cell rise 4.43 K; cell spread 2.71 K; coolant rise illegible; pressure drop 0.0256 kPa E peak cell rise 4.67 K; cell spread 3.04 K; coolant rise illegible; pressure drop 0.0939 kPa Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 28.0 °C): Coolant water at 24.9 °C inlet, 0.100 L/min (density 997.1 kg/m³, cp 4181 J/kgK, viscosity 0.892 mPa·s). Ambient 31.5 °C, external heat-transfer coefficient 9.4 W/m²K on exposed surfaces. Load: charge at 0.258C, SOC 82%, state of health 83%; total heat generation 2.60 W (2.50 W in cells, 0.0935 W in terminals/interconnects, applied uniformly). Duty Y (limit 27.0 °C): Coolant 30 wt% ethylene glycol / water at 13.1 °C inlet, 0.188 L/min (density 1041 kg/m³, cp 3698 J/kgK, viscosity 2.69 mPa·s). Ambient 29.0 °C, external heat-transfer coefficient 4.7 W/m²K on exposed surfaces. Load: discharge at 1.39C, SOC 23%, state of health 100%; total heat generation 56.6 W (56.0 W in cells, 0.586 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""4\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 31.531692040152848, ""c_rate"": 0.2580225610063298, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 997.0685673212088, ""dynamic_viscosity_pa_s"": 0.0008916821647198, ""specific_heat_j_kgk"": 4181.3487464557065, ""thermal_conductivity_w_mk"": 0.6063823335820268}, ""external_htc_w_m2k"": 9.36030162125826, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 2.504258473115402, ""interconnects"": 0.0935495136190643, ""total"": 2.5978079867344666}, ""inlet_temperature_c"": 24.9182845751832, ""operation"": ""charge"", ""soc"": 0.8229888624511659, ""soh"": 0.8285447726026177}, {""ambient_temperature_c"": 28.975420892238617, ""c_rate"": 1.3929298809099997, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1040.7009408189672, ""dynamic_viscosity_pa_s"": 0.00268709870685, ""specific_heat_j_kgk"": 3697.868808971522, ""thermal_conductivity_w_mk"": 0.458459601657087}, ""external_htc_w_m2k"": 4.7045437870547175, ""flow_lpm"": 0.1875333255783318, ""heat_w"": {""cells"": 55.99204133927862, ""interconnects"": 0.5860682548588506, ""total"": 56.57810959413747}, ""inlet_temperature_c"": 13.120862086229046, ""operation"": ""discharge"", ""soc"": 0.2288938391488045, ""soh"": 0.9971748217009008}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 4.2, ""cell_count"": 40, ""cell_dimensions_mm"": {""diameter"": 21.7, ""height"": 70.2}, ""cell_family"": ""molicel_21700"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 2.3522950977087023, ""chemistry"": ""INR layered oxide"", ""columns"": 5, ""interstitial"": ""potting"", ""plate_coverage"": 0.786821461321366, ""rows"": 8, ""tim_thickness_mm"": 1.168773426534608}, ""planned_points"": [{""ambient_temperature_c"": 17.60265755467117, ""c_rate"": 0.7798565708959011, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1065.4011379886797, ""dynamic_viscosity_pa_s"": 0.0038029863849133, ""specific_heat_j_kgk"": 3307.3466726803777, ""thermal_conductivity_w_mk"": 0.3885963249906676}, ""external_htc_w_m2k"": 6.267469058744609, ""flow_lpm"": 0.1155219162541114, ""heat_w"": {""cells"": 15.090859515966851, ""interconnects"": 1.526095432319755, ""total"": 16.616954948286608}, ""inlet_temperature_c"": 19.109074461414775, ""operation"": ""charge"", ""soc"": 0.1837713696528226, ""soh"": 0.7233073846437037}, {""ambient_temperature_c"": 22.581034572795033, ""c_rate"": 0.9419704267241338, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.0035246142352, ""dynamic_viscosity_pa_s"": 0.0009784135899461, ""specific_heat_j_kgk"": 4183.409427517248, ""thermal_conductivity_w_mk"": 0.5997021450019084}, ""external_htc_w_m2k"": 10.869709393009543, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 14.527491182996732, ""interconnects"": 0.8598230262234897, ""total"": 15.387314209220222}, ""inlet_temperature_c"": 20.96287848715032, ""operation"": ""charge"", ""soc"": 0.6308537058066577, ""soh"": 0.9232922336086632}, {""ambient_temperature_c"": 37.20534211024642, ""c_rate"": 0.7648042362824825, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1038.7755265589196, ""dynamic_viscosity_pa_s"": 0.0022891137682302, ""specific_heat_j_kgk"": 3712.8895745012, ""thermal_conductivity_w_mk"": 0.463202576707807}, ""external_htc_w_m2k"": 11.876418024301527, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 7.2880717564102495, ""interconnects"": 0.8869544317526034, ""total"": 8.175026188162853}, ""inlet_temperature_c"": 18.178968811128005, ""operation"": ""discharge"", ""soc"": 0.8647650193423032, ""soh"": 0.8544142588973045}, {""ambient_temperature_c"": 32.92344603687525, ""c_rate"": 0.4740450265892074, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1067.5018535442302, ""dynamic_viscosity_pa_s"": 0.0043667600239893, ""specific_heat_j_kgk"": 3285.8098519073064, ""thermal_conductivity_w_mk"": 0.3860905337201821}, ""external_htc_w_m2k"": 7.476598707027733, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 8.915539199949631, ""interconnects"": 0.0848145235112659, ""total"": 9.000353723460897}, ""inlet_temperature_c"": 15.061876304620268, ""operation"": ""discharge"", ""soc"": 0.4206163886003196, ""soh"": 0.7546990911476313}], ""plate"": {""channel_diameter_mm"": 7.471466566315354, ""flow_direction"": ""widthwise_y"", ""height_mm"": 10.75, ""inlet_face"": ""front"", ""layout"": ""headerless_serpentine"", ""length_mm"": 145.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.1458841413259506, ""outlet_face"": ""back"", ""parallel_paths"": 1, ""port_diameter_mm"": 7.471466566315354, ""turns"": 3, ""width_mm"": 217.0}}",,"{""limits_C"": {""X"": 28.0, ""Y"": 27.0}, ""links"": {""1"": ""E"", ""2"": ""D"", ""3"": ""B"", ""4"": ""C""}, ""misfiled"": ""A"", ""peak_C"": {""X"": 28.906518554687523, ""Y"": 29.277124023437523}, ""rise_K"": {""X"": 3.9882339795043436, ""Y"": 16.156261937208455}, ""signoff"": {""X"": ""fail"", ""Y"": ""fail""}}","{""params"": {}, ""scorer"": ""campaign""}","{""duty_modes"": [""thermal_stress_tail"", ""chilled_high_load_tail""], ""duty_regimes"": [""ambient_heated"", ""load_dominated""], ""fit_clearance_scales"": [2.33, 12.31], ""interstitial"": ""potting"", ""non_controller_duties"": 2, ""profile"": ""training"", ""signoff"": ""fail_fail"", ""stray_state"": ""dP"", ""training_format"": ""campaign_4p"", ""trap_duties"": 0, ""uniqueness_ratio"": 1.191}","{""answer_case_names"": [""case11586"", ""case11588"", ""case11587"", ""case11589"", ""case11591"", ""case11590"", ""case00681""], ""case_names"": [""case11586"", ""case11588"", ""case11587"", ""case11589"", ""case11591"", ""case11590"", ""case00681""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case11591"", ""case11590""], ""geometry_ids"": [""geom_d36ca4256be0c225"", ""geom_d36ca4256be0c225"", ""geom_d36ca4256be0c225"", ""geom_d36ca4256be0c225"", ""geom_d36ca4256be0c225"", ""geom_d36ca4256be0c225"", ""geom_43894bdcd05fdca1""], ""point_cases"": [""case11586"", ""case11588"", ""case11587"", ""case11589""], ""solve_signatures"": [""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+cht-bounded-flow-progress-v1+cht-solid-topology-reuse-v1+cht-secondary-accuracy-recovery-v1+cht-secondary-failure-evidence-v1+cht-sibling-flow-initial-guess-v1+cht-certified-cfl-gate-v1+cht-hydraulic-envelope-explicit-v1+cht-cfl-edge-memory-v1+cht-stationary-plateau-acceptance-v1+cht-sfd-float64-v1+cht-sibling-thermal-initial-guess-v1+cht-pressure-endgame-v1+cht-buoyant-spinup-fail-fast-v1+cht-period-two-cfl-guard-v1+cht-growth-endgame-v1+cht-secondary-screening-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-poly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""all_speed_conjugate|all_speed|2026-08-31-v753-oscillation-cut-guard-dual-window-exit+cht-radiation-state-precision-v1+cht-secondary-fatal-stop-v1+cht-openfoam-host-preparation-v1+cht-hydraulic-pressure-envelope-v1+cht-secondary-adaptive-force-v2+cht-continuous-pressure-open-v1+cht-resident-tolerance-refresh-v1+dev-cht-coupled-qualification-20260926-v1+dev-final-settle-device-telemetry-20260926-v1+dev-cht-resumable-verification-atomic-handoff-20260926-v2+dev-cht-durable-manifest-request-debug-scope-20260926-v1+all-speed-cht-resident-v1+all-speed-cht-physical-face-bc-v1+all-speed-cht-all-cell-schur-v1+all-speed-cht-native-coupling-v18+all-speed-cht-stationary-v19+cht-device-coarse-lu-v1+cht-global-sst-fan-v1+cht-multizone-marched-flux-v1+cht-full-field-buoyancy-convergence-v1+acm-stationarity-finite-tail-v1+v754-openfoam-secondary-fluid-flow+certified-acm-cht-face-flux-v1+cht-face-flux-neighbour-slice-fix+cht-face-flux-certificate-metrics+cht-face-flux-configurable-refinement-budget+cht-face-flux-budget-reaches-projector+acm-stationary-exit-limit-cycle-guard+acm-owner-window-footprint-attribution-v1+acm-laminar-wall-cell-noslip-v1+acm-cfl-scheduled-guard-bracket-v1+acm-cfl-schedule-learned-ceiling-v1+acm-simplec-back-pressure-gradient-fix-v1+acm-simplec-pcg-pressure-solve-v1+openfoam-secondary-fluid-flow+excluded-background-pressure-open-cht+cht-interface-heat-by-fluid-zone-v1+cht-per-fluid-wall-function-zone-v1+cht-computed-view-factor-cache-v1+explicit-sst-inlet-k-omega-v1+ser-component-new-high-cut-guard+acm-dual-window-stationary-exit+acm-noop-handoff-advance+acm-owner-dormancy+acm-owner-warm-dormancy+acm-owner-noop-window-release+acm-owner-oversized-dose-rollback-v1+acm-owner-atomic-window-handoff-v1+acm-owner-quantized-speed-population-v1+acm-all-channel-stationary-exit+acm-stationary-early-exit+acm-failed-band-trend-certify+acm-owner-closure-latch-evidence+acm-owner-mass-closed-noop-reject+cht-graceful-projection-stop+cht-stationary-flow-gate+acm-fan-potential-seed+laptop-poor-mesh-srd-off+cutcell-slaved-cell-agglomeration+owner-mass-escape-hysteresis+certified-dose-scaled-merit+capability-negotiated-halo+openfoam-boundary-ambient+openfoam-cellzones-list-opener+cht-complete-zone-resolution+earned-moderate-cfl+schur-certified-drain+effective-pressure-dose+outlet-dirichlet-pressure+conservative-acoustic-margin+b200-workhorse-memory-preflight+muscl-operator-consistency+residual-units+drain-underdose+relnorm-allowlist-drift+schur-residual-units+boundary-backsub+viscous-j1+startup-residual-arm+velocity-drain-trust-units+dual-hierarchy-physical-schur-workhorse-endgame+wire-default-compat+cht-deploy-attest+acm-projection-whitelist+cht-divergence-gate+acm-cold-start+cht-diverged-autopsy+cht-robin-valid-artifacts+cht-developed-flow+acm-sst-shear-limiter+stabilized-roe-duct-wake+acm-face-flux-schur+acm-outlet-face-datum+acm-native-block-dplur+acm-ser8+acm-viscous-line+acm-sst-face-wall-bc+acm-block-flux-reconstruct4+acm-block-flux-reconstruct4-wire+acm-simplec-block-owner10+cht-pressure-export+acm-simplec-diagnostic-scope-fix+acm-owner-continuity-flux+face-only-inlet+source-only-owner-attest+owner-reject-baseline-handoff+simplec-gradient-backsub-cap8+simplec-fixed-datum-du-trust+simplec-spmd-du-forward+spmd-pressure-bc-meshconst+simplec-owner-backtracking+simplec-transactional-outlet-flux+simplec-owner-residual-safety+cht-conservative-residual-safe+acm-reflected-pressure-datum+local-du-trust+surface-wall-distance+segregated-sst3+clean-volume-mount-image+simplec-split-relax+cht-fp32-inner-gate+cht-coupled-freeze-at-validated-residual+cht-rejection-flow-telemetry+owner8-pressure-bracket+simplec-blended-face-flux-reconstruction+acm-mass-recovery-scaled+acm-constrained-owner-linesearch+cht-neumann-transport-precond+cht-kader-thermal-wall-function+cht-physical-solid-gate+cht-variable-prandtl+cht-solid-contact-resistance+surface-outputs-v2+named-output-force-telemetry+cpu-result-writer-v2+transient-series-v1+fixed-cell-cgns-face-reorder+mrf-zone-name-resolution+workhorse-validated-defaults+adaptive-learned-cfl-v4+urans-bdf-defect-drain+urans-restart-gate+urans-giveup-cfl-cut+urans-residual-channels+urans-restart-gate-warn-default+urans-spinup-growth-tolerance+urans-segment-drain-rearm+urans-run-defect-budget+urans-hot-cell-sentinel+ngon-winding-closure-trust+cap-column-connector-meshes+intel-cht-openvf-acmref-device-diag+bounded-wall-anchor-v8+mrf-relative-slau2-ale-v1+atomic-six-owner-state-bank-v1+owner-floor-cfl-bracket+owner-dose-recovery+native-polymesh-flow-gate+native-polymesh-bounded-pressure-recovery+native-polymesh-fixed-outlet-handoff+native-polymesh-point-velocity-trust+native-polymesh-mass-recovery-cut+native-polymesh-zero-hot-cell-speed-rail+native-polymesh-progressive-mass-recovery+native-polymesh-owner-window-cfl-recovery+flow-gate-fixed-outlet-pressure-drop+cutcell-face-normal-boundary-distance+cutcell-postclosure-owner-dose+durable-flow-restart+sealed-gap-buoyancy-gate+acm-potential-wall-ramp+acm-reference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-09-v3\""""], ""stray_case"": ""case00681""}" ejb-training-0.1-train_val-campaign-00418-1dec6d,campaign_reconstruction,single_turn,train_val,public_train,,"You are reviewing a test campaign on a battery cold plate. The four planned test points are listed below. Five result sheets came back from the rig, but their labels were lost and some entries are illegible. Four belong to these test points. One was misfiled from a test on a different plate. You may not run a simulation. Design Pack: 40 x 21700 cylindrical cell (Molicel P42A class) (4.20 Ah, INR layered oxide, 21.7 mm diameter x 70.2 mm tall) in a rectangular grid of 8 rows x 5 columns, 2.4 mm cell spacing; a 1.2 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headerless serpentine plate, 145 x 217 x 10.8 mm; 1 serpentine circuit(s) with 3 turns each, ports connected directly to the channels; channel diameter 7.47 mm, flow across the plate width (y); ports 7.47 mm on the front (inlet) and back (outlet) faces; minimum wall 1.1 mm. Planned test points 1: Coolant 50 wt% ethylene glycol / water at 15.1 °C inlet, 0.100 L/min (density 1068 kg/m³, cp 3286 J/kgK, viscosity 4.37 mPa·s). Ambient 32.9 °C, external heat-transfer coefficient 7.5 W/m²K on exposed surfaces. Load: discharge at 0.474C, SOC 42%, state of health 75%; total heat generation 9.00 W (8.92 W in cells, 0.0848 W in terminals/interconnects, applied uniformly). 2: Coolant 50 wt% ethylene glycol / water at 19.1 °C inlet, 0.116 L/min (density 1065 kg/m³, cp 3307 J/kgK, viscosity 3.80 mPa·s). Ambient 17.6 °C, external heat-transfer coefficient 6.3 W/m²K on exposed surfaces. Load: charge at 0.780C, SOC 18%, state of health 72%; total heat generation 16.6 W (15.1 W in cells, 1.53 W in terminals/interconnects, applied uniformly). 3: Coolant 30 wt% ethylene glycol / water at 18.2 °C inlet, 0.100 L/min (density 1039 kg/m³, cp 3713 J/kgK, viscosity 2.29 mPa·s). Ambient 37.2 °C, external heat-transfer coefficient 12 W/m²K on exposed surfaces. Load: discharge at 0.765C, SOC 86%, state of health 85%; total heat generation 8.18 W (7.29 W in cells, 0.887 W in terminals/interconnects, applied uniformly). 4: Coolant water at 12.5 °C inlet, 2.00 L/min (density 999.4 kg/m³, cp 4191 J/kgK, viscosity 1.22 mPa·s). Ambient 11.6 °C, external heat-transfer coefficient 8.9 W/m²K on exposed surfaces. Load: charge at 0.847C, SOC 90%, state of health 76%; total heat generation 31.1 W (28.2 W in cells, 2.90 W in terminals/interconnects, applied uniformly). Unlabelled result sheets (rises are above that run's coolant inlet) A peak cell rise 12.7 K; cell spread 7.44 K; coolant rise 5.01 K; pressure drop 0.0512 kPa B peak cell rise 6.39 K; cell spread 4.96 K; coolant rise illegible; pressure drop 1.97 kPa C peak cell rise 11.1 K; cell spread 6.12 K; coolant rise 4.48 K; pressure drop illegible D peak cell rise 5.37 K; cell spread 4.71 K; coolant rise 0.187 K; pressure drop illegible E peak cell rise 4.67 K; cell spread 3.04 K; coolant rise illegible; pressure drop 0.0939 kPa Sign-off: peak cell temperature must stay at or below the limit at each duty. Duty X (limit 27.5 °C): Coolant 30 wt% ethylene glycol / water at 13.1 °C inlet, 0.188 L/min (density 1041 kg/m³, cp 3698 J/kgK, viscosity 2.69 mPa·s). Ambient 29.0 °C, external heat-transfer coefficient 4.7 W/m²K on exposed surfaces. Load: discharge at 1.39C, SOC 23%, state of health 100%; total heat generation 56.6 W (56.0 W in cells, 0.586 W in terminals/interconnects, applied uniformly). Duty Y (limit 28.0 °C): Coolant water at 24.9 °C inlet, 0.100 L/min (density 997.1 kg/m³, cp 4181 J/kgK, viscosity 0.892 mPa·s). Ambient 31.5 °C, external heat-transfer coefficient 9.4 W/m²K on exposed surfaces. Load: charge at 0.258C, SOC 82%, state of health 83%; total heat generation 2.60 W (2.50 W in cells, 0.0935 W in terminals/interconnects, applied uniformly). State which sheet belongs to each test point, which sheet is misfiled, and whether each duty passes. Scoring: The score is 1 only if every link, the misfiled sheet and both sign-offs are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""links"": ""object mapping each test point \""1\"" to \""4\"" to a sheet letter"", ""misfiled"": ""sheet letter"", ""signoff"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 28.975420892238617, ""c_rate"": 1.3929298809099997, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1040.7009408189672, ""dynamic_viscosity_pa_s"": 0.00268709870685, ""specific_heat_j_kgk"": 3697.868808971522, ""thermal_conductivity_w_mk"": 0.458459601657087}, ""external_htc_w_m2k"": 4.7045437870547175, ""flow_lpm"": 0.1875333255783318, ""heat_w"": {""cells"": 55.99204133927862, ""interconnects"": 0.5860682548588506, ""total"": 56.57810959413747}, ""inlet_temperature_c"": 13.120862086229046, ""operation"": ""discharge"", ""soc"": 0.2288938391488045, ""soh"": 0.9971748217009008}, {""ambient_temperature_c"": 31.531692040152848, ""c_rate"": 0.2580225610063298, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 997.0685673212088, ""dynamic_viscosity_pa_s"": 0.0008916821647198, ""specific_heat_j_kgk"": 4181.3487464557065, ""thermal_conductivity_w_mk"": 0.6063823335820268}, ""external_htc_w_m2k"": 9.36030162125826, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 2.504258473115402, ""interconnects"": 0.0935495136190643, ""total"": 2.5978079867344666}, ""inlet_temperature_c"": 24.9182845751832, ""operation"": ""charge"", ""soc"": 0.8229888624511659, ""soh"": 0.8285447726026177}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 4.2, ""cell_count"": 40, ""cell_dimensions_mm"": {""diameter"": 21.7, ""height"": 70.2}, ""cell_family"": ""molicel_21700"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 2.3522950977087023, ""chemistry"": ""INR layered oxide"", ""columns"": 5, ""interstitial"": ""potting"", ""plate_coverage"": 0.786821461321366, ""rows"": 8, ""tim_thickness_mm"": 1.168773426534608}, ""planned_points"": [{""ambient_temperature_c"": 32.92344603687525, ""c_rate"": 0.4740450265892074, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1067.5018535442302, ""dynamic_viscosity_pa_s"": 0.0043667600239893, ""specific_heat_j_kgk"": 3285.8098519073064, ""thermal_conductivity_w_mk"": 0.3860905337201821}, ""external_htc_w_m2k"": 7.476598707027733, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 8.915539199949631, ""interconnects"": 0.0848145235112659, ""total"": 9.000353723460897}, ""inlet_temperature_c"": 15.061876304620268, ""operation"": ""discharge"", ""soc"": 0.4206163886003196, ""soh"": 0.7546990911476313}, {""ambient_temperature_c"": 17.60265755467117, ""c_rate"": 0.7798565708959011, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1065.4011379886797, ""dynamic_viscosity_pa_s"": 0.0038029863849133, ""specific_heat_j_kgk"": 3307.3466726803777, ""thermal_conductivity_w_mk"": 0.3885963249906676}, ""external_htc_w_m2k"": 6.267469058744609, ""flow_lpm"": 0.1155219162541114, ""heat_w"": {""cells"": 15.090859515966851, ""interconnects"": 1.526095432319755, ""total"": 16.616954948286608}, ""inlet_temperature_c"": 19.109074461414775, ""operation"": ""charge"", ""soc"": 0.1837713696528226, ""soh"": 0.7233073846437037}, {""ambient_temperature_c"": 37.20534211024642, ""c_rate"": 0.7648042362824825, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1038.7755265589196, ""dynamic_viscosity_pa_s"": 0.0022891137682302, ""specific_heat_j_kgk"": 3712.8895745012, ""thermal_conductivity_w_mk"": 0.463202576707807}, ""external_htc_w_m2k"": 11.876418024301527, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 7.2880717564102495, ""interconnects"": 0.8869544317526034, ""total"": 8.175026188162853}, ""inlet_temperature_c"": 18.178968811128005, ""operation"": ""discharge"", ""soc"": 0.8647650193423032, ""soh"": 0.8544142588973045}, {""ambient_temperature_c"": 11.591871939599514, ""c_rate"": 0.8470947216872584, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.4372690697272, ""dynamic_viscosity_pa_s"": 0.0012158166043668, ""specific_heat_j_kgk"": 4191.42628230015, ""thermal_conductivity_w_mk"": 0.5839741112451102}, ""external_htc_w_m2k"": 8.876624087803066, ""flow_lpm"": 2.0, ""heat_w"": {""cells"": 28.173838812946524, ""interconnects"": 2.90371826117838, ""total"": 31.077557074124904}, ""inlet_temperature_c"": 12.537344350297824, ""operation"": ""charge"", ""soc"": 0.9026706777978688, ""soh"": 0.7647121244110167}], ""plate"": {""channel_diameter_mm"": 7.471466566315354, ""flow_direction"": ""widthwise_y"", ""height_mm"": 10.75, ""inlet_face"": ""front"", ""layout"": ""headerless_serpentine"", ""length_mm"": 145.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.1458841413259506, ""outlet_face"": ""back"", ""parallel_paths"": 1, ""port_diameter_mm"": 7.471466566315354, ""turns"": 3, ""width_mm"": 217.0}}",,"{""limits_C"": {""X"": 27.5, ""Y"": 28.0}, ""links"": {""1"": ""C"", ""2"": ""E"", ""3"": ""A"", ""4"": ""D""}, ""misfiled"": ""B"", ""peak_C"": {""X"": 29.277124023437523, ""Y"": 28.906518554687523}, ""rise_K"": {""X"": 16.156261937208455, ""Y"": 3.9882339795043436}, ""signoff"": {""X"": ""fail"", ""Y"": ""fail""}}","{""params"": {}, ""scorer"": ""campaign""}","{""duty_modes"": [""chilled_high_load_tail"", ""thermal_stress_tail""], ""duty_regimes"": [""load_dominated"", ""ambient_heated""], ""fit_clearance_scales"": [5.0, 1.93], ""interstitial"": ""potting"", ""non_controller_duties"": 2, ""profile"": ""training"", ""signoff"": ""fail_fail"", ""stray_state"": ""rise"", ""training_format"": ""campaign_4p"", ""trap_duties"": 0, ""uniqueness_ratio"": 1.566}","{""answer_case_names"": [""case11589"", ""case11586"", ""case11587"", ""case11592"", ""case11590"", ""case11591"", ""case13488""], ""case_names"": [""case11589"", ""case11586"", ""case11587"", ""case11592"", ""case11590"", ""case11591"", ""case13488""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case11590"", ""case11591""], ""geometry_ids"": [""geom_d36ca4256be0c225"", ""geom_d36ca4256be0c225"", ""geom_d36ca4256be0c225"", ""geom_d36ca4256be0c225"", ""geom_d36ca4256be0c225"", ""geom_d36ca4256be0c225"", ""geom_34d4695537ea73bf""], ""point_cases"": [""case11589"", ""case11586"", ""case11587"", ""case11592""], ""solve_signatures"": 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mesh-flow-gate+native-polymesh-bounded-pressure-recovery+native-polymesh-fixed-outlet-handoff+native-polymesh-point-velocity-trust+native-polymesh-mass-recovery-cut+native-polymesh-zero-hot-cell-speed-rail+native-polymesh-progressive-mass-recovery+native-polymesh-owner-window-cfl-recovery+flow-gate-fixed-outlet-pressure-drop+cutcell-face-normal-boundary-distance+cutcell-postclosure-owner-dose+durable-flow-restart+sealed-gap-buoyancy-gate+acm-potential-wall-ramp+acm-reference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-12-v6\""""], ""stray_case"": ""case13488""}" ejb-training-0.1-train_val-envelope-00422-71b8d8,operating_envelope,single_turn,train_val,public_train,,"You are reviewing the operating envelope of a battery cold plate from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 40 x 21700 cylindrical cell (Molicel P42A class) (4.20 Ah, INR layered oxide, 21.7 mm diameter x 70.2 mm tall) in a rectangular grid of 8 rows x 5 columns, 2.4 mm cell spacing; a 1.2 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headerless serpentine plate, 145 x 217 x 10.8 mm; 1 serpentine circuit(s) with 3 turns each, ports connected directly to the channels; channel diameter 7.47 mm, flow across the plate width (y); ports 7.47 mm on the front (inlet) and back (outlet) faces; minimum wall 1.1 mm. Completed runs 1: Coolant water at 24.9 °C inlet, 0.100 L/min (density 997.1 kg/m³, cp 4181 J/kgK, viscosity 0.892 mPa·s). Ambient 31.5 °C, external heat-transfer coefficient 9.4 W/m²K on exposed surfaces. Load: charge at 0.258C, SOC 82%, state of health 83%; total heat generation 2.60 W (2.50 W in cells, 0.0935 W in terminals/interconnects, applied uniformly). Result: peak cell rise 3.99 K; cell spread 2.53 K; coolant rise 1.51 K; pressure drop 0.0238 kPa 2: Coolant water at 12.5 °C inlet, 2.00 L/min (density 999.4 kg/m³, cp 4191 J/kgK, viscosity 1.22 mPa·s). Ambient 11.6 °C, external heat-transfer coefficient 8.9 W/m²K on exposed surfaces. Load: charge at 0.847C, SOC 90%, state of health 76%; total heat generation 31.1 W (28.2 W in cells, 2.90 W in terminals/interconnects, applied uniformly). Result: peak cell rise 5.37 K; cell spread 4.71 K; coolant rise 0.187 K; pressure drop 2.07 kPa 3: Coolant 50 wt% ethylene glycol / water at 19.1 °C inlet, 0.116 L/min (density 1065 kg/m³, cp 3307 J/kgK, viscosity 3.80 mPa·s). Ambient 17.6 °C, external heat-transfer coefficient 6.3 W/m²K on exposed surfaces. Load: charge at 0.780C, SOC 18%, state of health 72%; total heat generation 16.6 W (15.1 W in cells, 1.53 W in terminals/interconnects, applied uniformly). Result: peak cell rise 4.67 K; cell spread 3.04 K; coolant rise 1.60 K; pressure drop 0.0939 kPa New duties Duty W: Coolant 50 wt% ethylene glycol / water at 15.1 °C inlet, 0.100 L/min (density 1068 kg/m³, cp 3286 J/kgK, viscosity 4.37 mPa·s). Ambient 32.9 °C, external heat-transfer coefficient 7.5 W/m²K on exposed surfaces. Load: discharge at 0.474C, SOC 42%, state of health 75%; total heat generation 9.00 W (8.92 W in cells, 0.0848 W in terminals/interconnects, applied uniformly). Duty X: Coolant water at 17.6 °C inlet, 0.360 L/min (density 998.7 kg/m³, cp 4186 J/kgK, viscosity 1.06 mPa·s). Ambient 28.0 °C, external heat-transfer coefficient 9.3 W/m²K on exposed surfaces. Load: discharge at 1.93C, SOC 63%, state of health 79%; total heat generation 78.0 W (75.1 W in cells, 2.93 W in terminals/interconnects, applied uniformly). Duty Y: Coolant 30 wt% ethylene glycol / water at 18.2 °C inlet, 0.100 L/min (density 1039 kg/m³, cp 3713 J/kgK, viscosity 2.29 mPa·s). Ambient 37.2 °C, external heat-transfer coefficient 12 W/m²K on exposed surfaces. Load: discharge at 0.765C, SOC 86%, state of health 85%; total heat generation 8.18 W (7.29 W in cells, 0.887 W in terminals/interconnects, applied uniformly). Duty Z: Coolant water at 21.0 °C inlet, 0.100 L/min (density 998.0 kg/m³, cp 4183 J/kgK, viscosity 0.978 mPa·s). Ambient 22.6 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.942C, SOC 63%, state of health 92%; total heat generation 15.4 W (14.5 W in cells, 0.860 W in terminals/interconnects, applied uniformly). Heat-balance regimes own_heat: the coolant removes essentially the pack's own heat: net heat exchanged with the surroundings is within ±25% of the pack's heat generation mixed: the pack also gains a significant amount of heat from the surroundings, between 25% and 100% of its own heat generation, and the coolant has to remove both ambient_gain: the pack gains more heat from the surroundings than it generates itself (net gain above 100% of its own heat generation) ambient_loss: more than 25% of the pack's own heat generation leaves to the surroundings rather than to the coolant Rank the four duties by peak cell rise above their own coolant inlet, largest first, and give the regime of each duty. Scoring: The score is 1 only if the ranking and every regime are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""ranking"": ""list of \""W\"", \""X\"", \""Y\"", \""Z\"", largest rise first"", ""regimes"": ""object mapping \""W\"", \""X\"", \""Y\"", \""Z\"" to \""own_heat\"" or \""mixed\"" or \""ambient_gain\"" or \""ambient_loss\""""}","{""duties"": [{""ambient_temperature_c"": 32.92344603687525, ""c_rate"": 0.4740450265892074, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1067.5018535442302, ""dynamic_viscosity_pa_s"": 0.0043667600239893, ""specific_heat_j_kgk"": 3285.8098519073064, ""thermal_conductivity_w_mk"": 0.3860905337201821}, ""external_htc_w_m2k"": 7.476598707027733, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 8.915539199949631, ""interconnects"": 0.0848145235112659, ""total"": 9.000353723460897}, ""inlet_temperature_c"": 15.061876304620268, ""operation"": ""discharge"", ""soc"": 0.4206163886003196, ""soh"": 0.7546990911476313}, {""ambient_temperature_c"": 27.970591131597757, ""c_rate"": 1.9310353597808525, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.6629638491048, ""dynamic_viscosity_pa_s"": 0.0010620881580558, ""specific_heat_j_kgk"": 4185.883982245325, ""thermal_conductivity_w_mk"": 0.5937741814512435}, ""external_htc_w_m2k"": 9.304724184796214, ""flow_lpm"": 0.360372913585445, ""heat_w"": {""cells"": 75.10426504391758, ""interconnects"": 2.9266107467486964, ""total"": 78.03087579066627}, ""inlet_temperature_c"": 17.6483706664294, ""operation"": ""discharge"", ""soc"": 0.6313855331856757, ""soh"": 0.7949203226715326}, {""ambient_temperature_c"": 37.20534211024642, ""c_rate"": 0.7648042362824825, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1038.7755265589196, ""dynamic_viscosity_pa_s"": 0.0022891137682302, ""specific_heat_j_kgk"": 3712.8895745012, ""thermal_conductivity_w_mk"": 0.463202576707807}, ""external_htc_w_m2k"": 11.876418024301527, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 7.2880717564102495, ""interconnects"": 0.8869544317526034, ""total"": 8.175026188162853}, ""inlet_temperature_c"": 18.178968811128005, ""operation"": ""discharge"", ""soc"": 0.8647650193423032, ""soh"": 0.8544142588973045}, {""ambient_temperature_c"": 22.581034572795033, ""c_rate"": 0.9419704267241338, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.0035246142352, ""dynamic_viscosity_pa_s"": 0.0009784135899461, ""specific_heat_j_kgk"": 4183.409427517248, ""thermal_conductivity_w_mk"": 0.5997021450019084}, ""external_htc_w_m2k"": 10.869709393009543, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 14.527491182996732, ""interconnects"": 0.8598230262234897, ""total"": 15.387314209220222}, ""inlet_temperature_c"": 20.96287848715032, ""operation"": ""charge"", ""soc"": 0.6308537058066577, ""soh"": 0.9232922336086632}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 4.2, ""cell_count"": 40, ""cell_dimensions_mm"": {""diameter"": 21.7, ""height"": 70.2}, ""cell_family"": ""molicel_21700"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 2.3522950977087023, ""chemistry"": ""INR layered oxide"", ""columns"": 5, ""interstitial"": ""potting"", ""plate_coverage"": 0.786821461321366, ""rows"": 8, ""tim_thickness_mm"": 1.168773426534608}, ""plate"": {""channel_diameter_mm"": 7.471466566315354, ""flow_direction"": ""widthwise_y"", ""height_mm"": 10.75, ""inlet_face"": ""front"", ""layout"": ""headerless_serpentine"", ""length_mm"": 145.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.1458841413259506, ""outlet_face"": ""back"", ""parallel_paths"": 1, ""port_diameter_mm"": 7.471466566315354, ""turns"": 3, ""width_mm"": 217.0}, ""runs"": [{""ambient_temperature_c"": 31.531692040152848, ""c_rate"": 0.2580225610063298, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 997.0685673212088, ""dynamic_viscosity_pa_s"": 0.0008916821647198, ""specific_heat_j_kgk"": 4181.3487464557065, ""thermal_conductivity_w_mk"": 0.6063823335820268}, ""external_htc_w_m2k"": 9.36030162125826, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 2.504258473115402, ""interconnects"": 0.0935495136190643, ""total"": 2.5978079867344666}, ""inlet_temperature_c"": 24.9182845751832, ""operation"": ""charge"", ""soc"": 0.8229888624511659, ""soh"": 0.8285447726026177}, {""ambient_temperature_c"": 11.591871939599514, ""c_rate"": 0.8470947216872584, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.4372690697272, ""dynamic_viscosity_pa_s"": 0.0012158166043668, ""specific_heat_j_kgk"": 4191.42628230015, ""thermal_conductivity_w_mk"": 0.5839741112451102}, ""external_htc_w_m2k"": 8.876624087803066, ""flow_lpm"": 2.0, ""heat_w"": {""cells"": 28.173838812946524, ""interconnects"": 2.90371826117838, ""total"": 31.077557074124904}, ""inlet_temperature_c"": 12.537344350297824, ""operation"": ""charge"", ""soc"": 0.9026706777978688, ""soh"": 0.7647121244110167}, {""ambient_temperature_c"": 17.60265755467117, ""c_rate"": 0.7798565708959011, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1065.4011379886797, ""dynamic_viscosity_pa_s"": 0.0038029863849133, ""specific_heat_j_kgk"": 3307.3466726803777, ""thermal_conductivity_w_mk"": 0.3885963249906676}, ""external_htc_w_m2k"": 6.267469058744609, ""flow_lpm"": 0.1155219162541114, ""heat_w"": {""cells"": 15.090859515966851, ""interconnects"": 1.526095432319755, ""total"": 16.616954948286608}, ""inlet_temperature_c"": 19.109074461414775, ""operation"": ""charge"", ""soc"": 0.1837713696528226, ""soh"": 0.7233073846437037}]}",,"{""ambient_ratio"": {""W"": 1.911316300189066, ""X"": 0.013447497286390013, ""Y"": 2.9377286853295557, ""Z"": -0.15172649096195406}, ""peak_C"": {""W"": 26.120751953125023, ""X"": 34.2923522949219, ""Y"": 30.842767333984398, ""Z"": 25.392541503906273}, ""ranking"": [""X"", ""Y"", ""W"", ""Z""], ""regimes"": {""W"": ""ambient_gain"", ""X"": ""own_heat"", ""Y"": ""ambient_gain"", ""Z"": ""own_heat""}, ""rise_K"": {""W"": 11.058875648504738, ""X"": 16.643981628492497, ""Y"": 12.663798522856382, ""Z"": 4.429663016755967}}","{""params"": {}, ""scorer"": ""operating_envelope""}","{""duty_modes"": [""controller_selected"", ""controller_selected"", ""controller_selected"", ""controller_selected""], ""hottest_regime"": ""own_heat"", ""interstitial"": ""potting"", ""quick_right"": false, ""regimes"": [""ambient_gain"", ""own_heat""], ""training_format"": ""envelope_4d""}","{""answer_case_names"": [""case11589"", ""case11585"", ""case11587"", ""case11588""], ""case_names"": [""case11591"", ""case11592"", ""case11586"", ""case11589"", ""case11585"", ""case11587"", ""case11588""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case11589"", ""case11585"", ""case11587"", ""case11588""], ""geometry_ids"": [""geom_d36ca4256be0c225"", ""geom_d36ca4256be0c225"", ""geom_d36ca4256be0c225"", ""geom_d36ca4256be0c225"", ""geom_d36ca4256be0c225"", ""geom_d36ca4256be0c225"", ""geom_d36ca4256be0c225""], ""point_cases"": [""case11591"", ""case11592"", ""case11586""], ""solve_signatures"": 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mesh-flow-gate+native-polymesh-bounded-pressure-recovery+native-polymesh-fixed-outlet-handoff+native-polymesh-point-velocity-trust+native-polymesh-mass-recovery-cut+native-polymesh-zero-hot-cell-speed-rail+native-polymesh-progressive-mass-recovery+native-polymesh-owner-window-cfl-recovery+flow-gate-fixed-outlet-pressure-drop+cutcell-face-normal-boundary-distance+cutcell-postclosure-owner-dose+durable-flow-restart+sealed-gap-buoyancy-gate+acm-potential-wall-ramp+acm-reference-free-viscous-pressure-seed+acm-post-latch-exact-mass+external-ambient-radiation-split+linear-refinement-mask-closure+laptop-coupled-restart+farfield-flow-gates+cfl-ramp-audit+request-convergence-tolerance+cht-export-cgns-opt-out-v2+dp-lur-damage-advisory-v1+acm-stationary-exit-blocker-telemetry-v1+acm-simplec-momentum-balance-pressure-v1+cht-handoff-recheck-gross-inflow-v1+cht-secondary-final-cycle-settle-waiver-v1+cht-cycle-corrector-setup-reuse-v1+cht-certified-export-always-v1+cht-secondary-coupling-conjugate-tolerance-v1+cht-face-flux-plan-always-v1+cht-nonstrict-certificate-fallback-v1+cht-nonstrict-mapped-contracts-v1+cht-secondary-tolerance-stop-without-settle-v1+cht-cycle-corrector-setup-reuse-v2+cht-face-flux-mass-balance-kpi-v1+fixed-datum-pressure-pcg-v1+failed-flow-raw-flux-diagnostics-v1+split-region-coordinate-precision-v1+acm-momentum-balance-backtracking-v1+acm-global-corrector-laminar-parity-v1+acm-simplec-nonfinite-reject-v1+all-speed-shared-defaults-r27+exported-residual-energy+mrf-force-kinematics+export-guard-init+all-speed-inlet-equations-r28+characteristic-wave-direction+equation-certification-scope+intel-base-sst-face64-wall-geometry-seed-controller3-v1+acm-owner-flatness-waiver-futile-replay-release-v1+poor-mesh-gradient-seed-scope-v1+sst-physical-reference-and-viscosity-ratio-seed-v1+gd-mesh-transition-angle-bound-v1+acm-owner-composite-cycle-contraction-waiver-v1+acm-owner-coupled-committed-residual-slot-v1+acm-residual-concentration-profile-v1+acm-fan-conserved-flux-sensor-v1+wlsq-relative-augmentation-gain-20-v1+cht-face-flux-intensive-l2-leg-v1+cht-final-face-datum-pcg-v1+acm-replay-release-state-fingerprint-v1+acm-committed-native-fan-report-v1+cht-canonical-region-geometry-v1+acm-face64-volume-flux-pressure-row-v1+cht-fluid-zone-air-temperature-intake-preheat-v1+radiation-patch-ambient-view-fraction-v1+acm-owner-body-force-rebaseline-audit-arming-zero-rung-v1+acm-owner-identical-replay-release-v1+acm-owner-partial-release-bank-handshake-v1+cht-failure-thermal-snapshot-current-device-v1+warm-cfl-diagnostic-history-v1+acm-owner-restart-history-shape-v1+cht-buoyancy-exception-snapshot-export-v1+cht-optin-physical-surface-evidence-v1+acm-default-compact-block-simplec-shared-profile-v1+cht-coupled-owner-default-standalone-migration-v1+acm-fast-scalar-default-owner-opt-in-v1+cht-cycle-reuse-timing-v1|\""battery-all-speed-campaign-2026-10-12-v6\""""]}" ejb-training-0.1-train_val-envelope-00423-5a7562,operating_envelope,single_turn,train_val,public_train,,"You are reviewing the operating envelope of a battery cold plate from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 40 x 21700 cylindrical cell (Molicel P42A class) (4.20 Ah, INR layered oxide, 21.7 mm diameter x 70.2 mm tall) in a rectangular grid of 8 rows x 5 columns, 2.4 mm cell spacing; a 1.2 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headerless serpentine plate, 145 x 217 x 10.8 mm; 1 serpentine circuit(s) with 3 turns each, ports connected directly to the channels; channel diameter 7.47 mm, flow across the plate width (y); ports 7.47 mm on the front (inlet) and back (outlet) faces; minimum wall 1.1 mm. Completed runs 1: Coolant 30 wt% ethylene glycol / water at 13.1 °C inlet, 0.188 L/min (density 1041 kg/m³, cp 3698 J/kgK, viscosity 2.69 mPa·s). Ambient 29.0 °C, external heat-transfer coefficient 4.7 W/m²K on exposed surfaces. Load: discharge at 1.39C, SOC 23%, state of health 100%; total heat generation 56.6 W (56.0 W in cells, 0.586 W in terminals/interconnects, applied uniformly). Result: peak cell rise 16.2 K; cell spread 9.86 K; coolant rise 5.20 K; pressure drop 0.122 kPa 2: Coolant water at 12.5 °C inlet, 2.00 L/min (density 999.4 kg/m³, cp 4191 J/kgK, viscosity 1.22 mPa·s). Ambient 11.6 °C, external heat-transfer coefficient 8.9 W/m²K on exposed surfaces. Load: charge at 0.847C, SOC 90%, state of health 76%; total heat generation 31.1 W (28.2 W in cells, 2.90 W in terminals/interconnects, applied uniformly). Result: peak cell rise 5.37 K; cell spread 4.71 K; coolant rise 0.187 K; pressure drop 2.07 kPa 3: Coolant water at 24.9 °C inlet, 0.100 L/min (density 997.1 kg/m³, cp 4181 J/kgK, viscosity 0.892 mPa·s). Ambient 31.5 °C, external heat-transfer coefficient 9.4 W/m²K on exposed surfaces. Load: charge at 0.258C, SOC 82%, state of health 83%; total heat generation 2.60 W (2.50 W in cells, 0.0935 W in terminals/interconnects, applied uniformly). Result: peak cell rise 3.99 K; cell spread 2.53 K; coolant rise 1.51 K; pressure drop 0.0238 kPa New duties Duty W: Coolant 50 wt% ethylene glycol / water at 15.1 °C inlet, 0.100 L/min (density 1068 kg/m³, cp 3286 J/kgK, viscosity 4.37 mPa·s). Ambient 32.9 °C, external heat-transfer coefficient 7.5 W/m²K on exposed surfaces. Load: discharge at 0.474C, SOC 42%, state of health 75%; total heat generation 9.00 W (8.92 W in cells, 0.0848 W in terminals/interconnects, applied uniformly). Duty X: Coolant water at 17.6 °C inlet, 0.360 L/min (density 998.7 kg/m³, cp 4186 J/kgK, viscosity 1.06 mPa·s). Ambient 28.0 °C, external heat-transfer coefficient 9.3 W/m²K on exposed surfaces. Load: discharge at 1.93C, SOC 63%, state of health 79%; total heat generation 78.0 W (75.1 W in cells, 2.93 W in terminals/interconnects, applied uniformly). Duty Y: Coolant water at 21.0 °C inlet, 0.100 L/min (density 998.0 kg/m³, cp 4183 J/kgK, viscosity 0.978 mPa·s). Ambient 22.6 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.942C, SOC 63%, state of health 92%; total heat generation 15.4 W (14.5 W in cells, 0.860 W in terminals/interconnects, applied uniformly). Duty Z: Coolant 30 wt% ethylene glycol / water at 18.2 °C inlet, 0.100 L/min (density 1039 kg/m³, cp 3713 J/kgK, viscosity 2.29 mPa·s). Ambient 37.2 °C, external heat-transfer coefficient 12 W/m²K on exposed surfaces. Load: discharge at 0.765C, SOC 86%, state of health 85%; total heat generation 8.18 W (7.29 W in cells, 0.887 W in terminals/interconnects, applied uniformly). Heat-balance regimes own_heat: the coolant removes essentially the pack's own heat: net heat exchanged with the surroundings is within ±25% of the pack's heat generation mixed: the pack also gains a significant amount of heat from the surroundings, between 25% and 100% of its own heat generation, and the coolant has to remove both ambient_gain: the pack gains more heat from the surroundings than it generates itself (net gain above 100% of its own heat generation) ambient_loss: more than 25% of the pack's own heat generation leaves to the surroundings rather than to the coolant Rank the four duties by peak cell rise above their own coolant inlet, largest first, and give the regime of each duty. Scoring: The score is 1 only if the ranking and every regime are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""ranking"": ""list of \""W\"", \""X\"", \""Y\"", \""Z\"", largest rise first"", ""regimes"": ""object mapping \""W\"", \""X\"", \""Y\"", \""Z\"" to \""own_heat\"" or \""mixed\"" or \""ambient_gain\"" or \""ambient_loss\""""}","{""duties"": [{""ambient_temperature_c"": 32.92344603687525, ""c_rate"": 0.4740450265892074, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1067.5018535442302, ""dynamic_viscosity_pa_s"": 0.0043667600239893, ""specific_heat_j_kgk"": 3285.8098519073064, ""thermal_conductivity_w_mk"": 0.3860905337201821}, ""external_htc_w_m2k"": 7.476598707027733, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 8.915539199949631, ""interconnects"": 0.0848145235112659, ""total"": 9.000353723460897}, ""inlet_temperature_c"": 15.061876304620268, ""operation"": ""discharge"", ""soc"": 0.4206163886003196, ""soh"": 0.7546990911476313}, {""ambient_temperature_c"": 27.970591131597757, ""c_rate"": 1.9310353597808525, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.6629638491048, ""dynamic_viscosity_pa_s"": 0.0010620881580558, ""specific_heat_j_kgk"": 4185.883982245325, ""thermal_conductivity_w_mk"": 0.5937741814512435}, ""external_htc_w_m2k"": 9.304724184796214, ""flow_lpm"": 0.360372913585445, ""heat_w"": {""cells"": 75.10426504391758, ""interconnects"": 2.9266107467486964, ""total"": 78.03087579066627}, ""inlet_temperature_c"": 17.6483706664294, ""operation"": ""discharge"", ""soc"": 0.6313855331856757, ""soh"": 0.7949203226715326}, {""ambient_temperature_c"": 22.581034572795033, ""c_rate"": 0.9419704267241338, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.0035246142352, ""dynamic_viscosity_pa_s"": 0.0009784135899461, ""specific_heat_j_kgk"": 4183.409427517248, ""thermal_conductivity_w_mk"": 0.5997021450019084}, ""external_htc_w_m2k"": 10.869709393009543, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 14.527491182996732, ""interconnects"": 0.8598230262234897, ""total"": 15.387314209220222}, ""inlet_temperature_c"": 20.96287848715032, ""operation"": ""charge"", ""soc"": 0.6308537058066577, ""soh"": 0.9232922336086632}, {""ambient_temperature_c"": 37.20534211024642, ""c_rate"": 0.7648042362824825, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1038.7755265589196, ""dynamic_viscosity_pa_s"": 0.0022891137682302, ""specific_heat_j_kgk"": 3712.8895745012, ""thermal_conductivity_w_mk"": 0.463202576707807}, ""external_htc_w_m2k"": 11.876418024301527, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 7.2880717564102495, ""interconnects"": 0.8869544317526034, ""total"": 8.175026188162853}, ""inlet_temperature_c"": 18.178968811128005, ""operation"": ""discharge"", ""soc"": 0.8647650193423032, ""soh"": 0.8544142588973045}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 4.2, ""cell_count"": 40, ""cell_dimensions_mm"": {""diameter"": 21.7, ""height"": 70.2}, ""cell_family"": ""molicel_21700"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 2.3522950977087023, ""chemistry"": ""INR layered oxide"", ""columns"": 5, ""interstitial"": ""potting"", ""plate_coverage"": 0.786821461321366, ""rows"": 8, ""tim_thickness_mm"": 1.168773426534608}, ""plate"": {""channel_diameter_mm"": 7.471466566315354, ""flow_direction"": ""widthwise_y"", ""height_mm"": 10.75, ""inlet_face"": ""front"", ""layout"": ""headerless_serpentine"", ""length_mm"": 145.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.1458841413259506, ""outlet_face"": ""back"", ""parallel_paths"": 1, ""port_diameter_mm"": 7.471466566315354, ""turns"": 3, ""width_mm"": 217.0}, ""runs"": [{""ambient_temperature_c"": 28.975420892238617, ""c_rate"": 1.3929298809099997, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1040.7009408189672, ""dynamic_viscosity_pa_s"": 0.00268709870685, ""specific_heat_j_kgk"": 3697.868808971522, ""thermal_conductivity_w_mk"": 0.458459601657087}, ""external_htc_w_m2k"": 4.7045437870547175, ""flow_lpm"": 0.1875333255783318, ""heat_w"": {""cells"": 55.99204133927862, ""interconnects"": 0.5860682548588506, ""total"": 56.57810959413747}, ""inlet_temperature_c"": 13.120862086229046, ""operation"": ""discharge"", ""soc"": 0.2288938391488045, ""soh"": 0.9971748217009008}, {""ambient_temperature_c"": 11.591871939599514, ""c_rate"": 0.8470947216872584, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.4372690697272, ""dynamic_viscosity_pa_s"": 0.0012158166043668, ""specific_heat_j_kgk"": 4191.42628230015, ""thermal_conductivity_w_mk"": 0.5839741112451102}, ""external_htc_w_m2k"": 8.876624087803066, ""flow_lpm"": 2.0, ""heat_w"": {""cells"": 28.173838812946524, ""interconnects"": 2.90371826117838, ""total"": 31.077557074124904}, ""inlet_temperature_c"": 12.537344350297824, ""operation"": ""charge"", ""soc"": 0.9026706777978688, ""soh"": 0.7647121244110167}, {""ambient_temperature_c"": 31.531692040152848, ""c_rate"": 0.2580225610063298, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 997.0685673212088, ""dynamic_viscosity_pa_s"": 0.0008916821647198, ""specific_heat_j_kgk"": 4181.3487464557065, ""thermal_conductivity_w_mk"": 0.6063823335820268}, ""external_htc_w_m2k"": 9.36030162125826, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 2.504258473115402, ""interconnects"": 0.0935495136190643, ""total"": 2.5978079867344666}, ""inlet_temperature_c"": 24.9182845751832, ""operation"": ""charge"", ""soc"": 0.8229888624511659, ""soh"": 0.8285447726026177}]}",,"{""ambient_ratio"": {""W"": 1.911316300189066, ""X"": 0.013447497286390013, ""Y"": -0.15172649096195406, ""Z"": 2.9377286853295557}, ""peak_C"": {""W"": 26.120751953125023, ""X"": 34.2923522949219, ""Y"": 25.392541503906273, ""Z"": 30.842767333984398}, ""ranking"": [""X"", ""Z"", ""W"", ""Y""], ""regimes"": {""W"": ""ambient_gain"", ""X"": ""own_heat"", ""Y"": ""own_heat"", ""Z"": ""ambient_gain""}, ""rise_K"": {""W"": 11.058875648504738, ""X"": 16.643981628492497, ""Y"": 4.429663016755967, ""Z"": 12.663798522856382}}","{""params"": {}, ""scorer"": ""operating_envelope""}","{""duty_modes"": [""controller_selected"", ""controller_selected"", ""controller_selected"", ""controller_selected""], ""hottest_regime"": ""own_heat"", ""interstitial"": ""potting"", ""quick_right"": false, ""regimes"": [""ambient_gain"", ""own_heat""], ""training_format"": ""envelope_4d""}","{""answer_case_names"": [""case11589"", ""case11585"", ""case11588"", ""case11587""], ""case_names"": [""case11590"", ""case11592"", ""case11591"", ""case11589"", ""case11585"", ""case11588"", ""case11587""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case11589"", ""case11585"", ""case11588"", ""case11587""], ""geometry_ids"": [""geom_d36ca4256be0c225"", ""geom_d36ca4256be0c225"", ""geom_d36ca4256be0c225"", ""geom_d36ca4256be0c225"", ""geom_d36ca4256be0c225"", ""geom_d36ca4256be0c225"", ""geom_d36ca4256be0c225""], ""point_cases"": [""case11590"", ""case11592"", ""case11591""], ""solve_signatures"": 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ejb-training-0.1-train_val-envelope-00424-ea145b,operating_envelope,single_turn,train_val,public_train,,"You are reviewing the operating envelope of a battery cold plate from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 40 x 21700 cylindrical cell (Molicel P42A class) (4.20 Ah, INR layered oxide, 21.7 mm diameter x 70.2 mm tall) in a rectangular grid of 8 rows x 5 columns, 2.4 mm cell spacing; a 1.2 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headerless serpentine plate, 145 x 217 x 10.8 mm; 1 serpentine circuit(s) with 3 turns each, ports connected directly to the channels; channel diameter 7.47 mm, flow across the plate width (y); ports 7.47 mm on the front (inlet) and back (outlet) faces; minimum wall 1.1 mm. Completed runs 1: Coolant water at 17.6 °C inlet, 0.360 L/min (density 998.7 kg/m³, cp 4186 J/kgK, viscosity 1.06 mPa·s). Ambient 28.0 °C, external heat-transfer coefficient 9.3 W/m²K on exposed surfaces. Load: discharge at 1.93C, SOC 63%, state of health 79%; total heat generation 78.0 W (75.1 W in cells, 2.93 W in terminals/interconnects, applied uniformly). Result: peak cell rise 16.6 K; cell spread 12.1 K; coolant rise 3.15 K; pressure drop 0.138 kPa 2: Coolant water at 24.9 °C inlet, 0.100 L/min (density 997.1 kg/m³, cp 4181 J/kgK, viscosity 0.892 mPa·s). Ambient 31.5 °C, external heat-transfer coefficient 9.4 W/m²K on exposed surfaces. Load: charge at 0.258C, SOC 82%, state of health 83%; total heat generation 2.60 W (2.50 W in cells, 0.0935 W in terminals/interconnects, applied uniformly). Result: peak cell rise 3.99 K; cell spread 2.53 K; coolant rise 1.51 K; pressure drop 0.0238 kPa 3: Coolant 50 wt% ethylene glycol / water at 19.1 °C inlet, 0.116 L/min (density 1065 kg/m³, cp 3307 J/kgK, viscosity 3.80 mPa·s). Ambient 17.6 °C, external heat-transfer coefficient 6.3 W/m²K on exposed surfaces. Load: charge at 0.780C, SOC 18%, state of health 72%; total heat generation 16.6 W (15.1 W in cells, 1.53 W in terminals/interconnects, applied uniformly). Result: peak cell rise 4.67 K; cell spread 3.04 K; coolant rise 1.60 K; pressure drop 0.0939 kPa New duties Duty X: Coolant 30 wt% ethylene glycol / water at 18.2 °C inlet, 0.100 L/min (density 1039 kg/m³, cp 3713 J/kgK, viscosity 2.29 mPa·s). Ambient 37.2 °C, external heat-transfer coefficient 12 W/m²K on exposed surfaces. Load: discharge at 0.765C, SOC 86%, state of health 85%; total heat generation 8.18 W (7.29 W in cells, 0.887 W in terminals/interconnects, applied uniformly). Duty Y: Coolant 30 wt% ethylene glycol / water at 13.1 °C inlet, 0.188 L/min (density 1041 kg/m³, cp 3698 J/kgK, viscosity 2.69 mPa·s). Ambient 29.0 °C, external heat-transfer coefficient 4.7 W/m²K on exposed surfaces. Load: discharge at 1.39C, SOC 23%, state of health 100%; total heat generation 56.6 W (56.0 W in cells, 0.586 W in terminals/interconnects, applied uniformly). Duty Z: Coolant water at 21.0 °C inlet, 0.100 L/min (density 998.0 kg/m³, cp 4183 J/kgK, viscosity 0.978 mPa·s). Ambient 22.6 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.942C, SOC 63%, state of health 92%; total heat generation 15.4 W (14.5 W in cells, 0.860 W in terminals/interconnects, applied uniformly). Heat-balance regimes own_heat: the coolant removes essentially the pack's own heat: net heat exchanged with the surroundings is within ±25% of the pack's heat generation mixed: the pack also gains a significant amount of heat from the surroundings, between 25% and 100% of its own heat generation, and the coolant has to remove both ambient_gain: the pack gains more heat from the surroundings than it generates itself (net gain above 100% of its own heat generation) ambient_loss: more than 25% of the pack's own heat generation leaves to the surroundings rather than to the coolant Rank the three duties by peak cell rise above their own coolant inlet, largest first, and give the regime of each duty. Scoring: The score is 1 only if the ranking and every regime are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""ranking"": ""list of \""X\"", \""Y\"", \""Z\"", largest rise first"", ""regimes"": ""object mapping \""X\"", \""Y\"", \""Z\"" to \""own_heat\"" or \""mixed\"" or \""ambient_gain\"" or \""ambient_loss\""""}","{""duties"": [{""ambient_temperature_c"": 37.20534211024642, ""c_rate"": 0.7648042362824825, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1038.7755265589196, ""dynamic_viscosity_pa_s"": 0.0022891137682302, ""specific_heat_j_kgk"": 3712.8895745012, ""thermal_conductivity_w_mk"": 0.463202576707807}, ""external_htc_w_m2k"": 11.876418024301527, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 7.2880717564102495, ""interconnects"": 0.8869544317526034, ""total"": 8.175026188162853}, ""inlet_temperature_c"": 18.178968811128005, ""operation"": ""discharge"", ""soc"": 0.8647650193423032, ""soh"": 0.8544142588973045}, {""ambient_temperature_c"": 28.975420892238617, ""c_rate"": 1.3929298809099997, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1040.7009408189672, ""dynamic_viscosity_pa_s"": 0.00268709870685, ""specific_heat_j_kgk"": 3697.868808971522, ""thermal_conductivity_w_mk"": 0.458459601657087}, ""external_htc_w_m2k"": 4.7045437870547175, ""flow_lpm"": 0.1875333255783318, ""heat_w"": {""cells"": 55.99204133927862, ""interconnects"": 0.5860682548588506, ""total"": 56.57810959413747}, ""inlet_temperature_c"": 13.120862086229046, ""operation"": ""discharge"", ""soc"": 0.2288938391488045, ""soh"": 0.9971748217009008}, {""ambient_temperature_c"": 22.581034572795033, ""c_rate"": 0.9419704267241338, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.0035246142352, ""dynamic_viscosity_pa_s"": 0.0009784135899461, ""specific_heat_j_kgk"": 4183.409427517248, ""thermal_conductivity_w_mk"": 0.5997021450019084}, ""external_htc_w_m2k"": 10.869709393009543, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 14.527491182996732, ""interconnects"": 0.8598230262234897, ""total"": 15.387314209220222}, ""inlet_temperature_c"": 20.96287848715032, ""operation"": ""charge"", ""soc"": 0.6308537058066577, ""soh"": 0.9232922336086632}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 4.2, ""cell_count"": 40, ""cell_dimensions_mm"": {""diameter"": 21.7, ""height"": 70.2}, ""cell_family"": ""molicel_21700"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 2.3522950977087023, ""chemistry"": ""INR layered oxide"", ""columns"": 5, ""interstitial"": ""potting"", ""plate_coverage"": 0.786821461321366, ""rows"": 8, ""tim_thickness_mm"": 1.168773426534608}, ""plate"": {""channel_diameter_mm"": 7.471466566315354, ""flow_direction"": ""widthwise_y"", ""height_mm"": 10.75, ""inlet_face"": ""front"", ""layout"": ""headerless_serpentine"", ""length_mm"": 145.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.1458841413259506, ""outlet_face"": ""back"", ""parallel_paths"": 1, ""port_diameter_mm"": 7.471466566315354, ""turns"": 3, ""width_mm"": 217.0}, ""runs"": [{""ambient_temperature_c"": 27.970591131597757, ""c_rate"": 1.9310353597808525, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.6629638491048, ""dynamic_viscosity_pa_s"": 0.0010620881580558, ""specific_heat_j_kgk"": 4185.883982245325, ""thermal_conductivity_w_mk"": 0.5937741814512435}, ""external_htc_w_m2k"": 9.304724184796214, ""flow_lpm"": 0.360372913585445, ""heat_w"": {""cells"": 75.10426504391758, ""interconnects"": 2.9266107467486964, ""total"": 78.03087579066627}, ""inlet_temperature_c"": 17.6483706664294, ""operation"": ""discharge"", ""soc"": 0.6313855331856757, ""soh"": 0.7949203226715326}, {""ambient_temperature_c"": 31.531692040152848, ""c_rate"": 0.2580225610063298, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 997.0685673212088, ""dynamic_viscosity_pa_s"": 0.0008916821647198, ""specific_heat_j_kgk"": 4181.3487464557065, ""thermal_conductivity_w_mk"": 0.6063823335820268}, ""external_htc_w_m2k"": 9.36030162125826, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 2.504258473115402, ""interconnects"": 0.0935495136190643, ""total"": 2.5978079867344666}, ""inlet_temperature_c"": 24.9182845751832, ""operation"": ""charge"", ""soc"": 0.8229888624511659, ""soh"": 0.8285447726026177}, {""ambient_temperature_c"": 17.60265755467117, ""c_rate"": 0.7798565708959011, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1065.4011379886797, ""dynamic_viscosity_pa_s"": 0.0038029863849133, ""specific_heat_j_kgk"": 3307.3466726803777, ""thermal_conductivity_w_mk"": 0.3885963249906676}, ""external_htc_w_m2k"": 6.267469058744609, ""flow_lpm"": 0.1155219162541114, ""heat_w"": {""cells"": 15.090859515966851, ""interconnects"": 1.526095432319755, ""total"": 16.616954948286608}, ""inlet_temperature_c"": 19.109074461414775, ""operation"": ""charge"", ""soc"": 0.1837713696528226, ""soh"": 0.7233073846437037}]}",,"{""ambient_ratio"": {""X"": 2.9377286853295557, ""Y"": 0.10444157740465007, ""Z"": -0.15172649096195406}, ""peak_C"": {""X"": 30.842767333984398, ""Y"": 29.277124023437523, ""Z"": 25.392541503906273}, ""ranking"": [""Y"", ""X"", ""Z""], ""regimes"": {""X"": ""ambient_gain"", ""Y"": ""own_heat"", ""Z"": ""own_heat""}, ""rise_K"": {""X"": 12.663798522856382, ""Y"": 16.156261937208455, ""Z"": 4.429663016755967}}","{""params"": {}, ""scorer"": ""operating_envelope""}","{""duty_modes"": [""controller_selected"", ""chilled_high_load_tail"", ""controller_selected""], ""hottest_regime"": ""own_heat"", ""interstitial"": ""potting"", ""quick_right"": false, ""regimes"": [""ambient_gain"", ""own_heat""], ""training_format"": ""envelope_3d""}","{""answer_case_names"": [""case11587"", ""case11590"", ""case11588""], ""case_names"": [""case11585"", ""case11591"", ""case11586"", ""case11587"", ""case11590"", ""case11588""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case11587"", ""case11590"", ""case11588""], ""geometry_ids"": [""geom_d36ca4256be0c225"", ""geom_d36ca4256be0c225"", ""geom_d36ca4256be0c225"", ""geom_d36ca4256be0c225"", ""geom_d36ca4256be0c225"", ""geom_d36ca4256be0c225""], ""point_cases"": [""case11585"", ""case11591"", ""case11586""], ""solve_signatures"": 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ejb-training-0.1-train_val-envelope-00428-d8e7ba,operating_envelope,single_turn,train_val,public_train,,"You are reviewing the operating envelope of a battery cold plate from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 40 x 21700 cylindrical cell (Molicel P42A class) (4.20 Ah, INR layered oxide, 21.7 mm diameter x 70.2 mm tall) in a rectangular grid of 8 rows x 5 columns, 2.4 mm cell spacing; a 1.2 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headerless serpentine plate, 145 x 217 x 10.8 mm; 1 serpentine circuit(s) with 3 turns each, ports connected directly to the channels; channel diameter 7.47 mm, flow across the plate width (y); ports 7.47 mm on the front (inlet) and back (outlet) faces; minimum wall 1.1 mm. Completed runs 1: Coolant 30 wt% ethylene glycol / water at 13.1 °C inlet, 0.188 L/min (density 1041 kg/m³, cp 3698 J/kgK, viscosity 2.69 mPa·s). Ambient 29.0 °C, external heat-transfer coefficient 4.7 W/m²K on exposed surfaces. Load: discharge at 1.39C, SOC 23%, state of health 100%; total heat generation 56.6 W (56.0 W in cells, 0.586 W in terminals/interconnects, applied uniformly). Result: peak cell rise 16.2 K; cell spread 9.86 K; coolant rise 5.20 K; pressure drop 0.122 kPa 2: Coolant water at 24.9 °C inlet, 0.100 L/min (density 997.1 kg/m³, cp 4181 J/kgK, viscosity 0.892 mPa·s). Ambient 31.5 °C, external heat-transfer coefficient 9.4 W/m²K on exposed surfaces. Load: charge at 0.258C, SOC 82%, state of health 83%; total heat generation 2.60 W (2.50 W in cells, 0.0935 W in terminals/interconnects, applied uniformly). Result: peak cell rise 3.99 K; cell spread 2.53 K; coolant rise 1.51 K; pressure drop 0.0238 kPa 3: Coolant water at 12.5 °C inlet, 2.00 L/min (density 999.4 kg/m³, cp 4191 J/kgK, viscosity 1.22 mPa·s). Ambient 11.6 °C, external heat-transfer coefficient 8.9 W/m²K on exposed surfaces. Load: charge at 0.847C, SOC 90%, state of health 76%; total heat generation 31.1 W (28.2 W in cells, 2.90 W in terminals/interconnects, applied uniformly). Result: peak cell rise 5.37 K; cell spread 4.71 K; coolant rise 0.187 K; pressure drop 2.07 kPa New duties Duty X: Coolant water at 17.6 °C inlet, 0.360 L/min (density 998.7 kg/m³, cp 4186 J/kgK, viscosity 1.06 mPa·s). Ambient 28.0 °C, external heat-transfer coefficient 9.3 W/m²K on exposed surfaces. Load: discharge at 1.93C, SOC 63%, state of health 79%; total heat generation 78.0 W (75.1 W in cells, 2.93 W in terminals/interconnects, applied uniformly). Duty Y: Coolant 30 wt% ethylene glycol / water at 18.2 °C inlet, 0.100 L/min (density 1039 kg/m³, cp 3713 J/kgK, viscosity 2.29 mPa·s). Ambient 37.2 °C, external heat-transfer coefficient 12 W/m²K on exposed surfaces. Load: discharge at 0.765C, SOC 86%, state of health 85%; total heat generation 8.18 W (7.29 W in cells, 0.887 W in terminals/interconnects, applied uniformly). Duty Z: Coolant water at 21.0 °C inlet, 0.100 L/min (density 998.0 kg/m³, cp 4183 J/kgK, viscosity 0.978 mPa·s). Ambient 22.6 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.942C, SOC 63%, state of health 92%; total heat generation 15.4 W (14.5 W in cells, 0.860 W in terminals/interconnects, applied uniformly). Heat-balance regimes own_heat: the coolant removes essentially the pack's own heat: net heat exchanged with the surroundings is within ±25% of the pack's heat generation mixed: the pack also gains a significant amount of heat from the surroundings, between 25% and 100% of its own heat generation, and the coolant has to remove both ambient_gain: the pack gains more heat from the surroundings than it generates itself (net gain above 100% of its own heat generation) ambient_loss: more than 25% of the pack's own heat generation leaves to the surroundings rather than to the coolant Rank the three duties by peak cell rise above their own coolant inlet, largest first, and give the regime of each duty. Scoring: The score is 1 only if the ranking and every regime are correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""ranking"": ""list of \""X\"", \""Y\"", \""Z\"", largest rise first"", ""regimes"": ""object mapping \""X\"", \""Y\"", \""Z\"" to \""own_heat\"" or \""mixed\"" or \""ambient_gain\"" or \""ambient_loss\""""}","{""duties"": [{""ambient_temperature_c"": 27.970591131597757, ""c_rate"": 1.9310353597808525, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.6629638491048, ""dynamic_viscosity_pa_s"": 0.0010620881580558, ""specific_heat_j_kgk"": 4185.883982245325, ""thermal_conductivity_w_mk"": 0.5937741814512435}, ""external_htc_w_m2k"": 9.304724184796214, ""flow_lpm"": 0.360372913585445, ""heat_w"": {""cells"": 75.10426504391758, ""interconnects"": 2.9266107467486964, ""total"": 78.03087579066627}, ""inlet_temperature_c"": 17.6483706664294, ""operation"": ""discharge"", ""soc"": 0.6313855331856757, ""soh"": 0.7949203226715326}, {""ambient_temperature_c"": 37.20534211024642, ""c_rate"": 0.7648042362824825, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1038.7755265589196, ""dynamic_viscosity_pa_s"": 0.0022891137682302, ""specific_heat_j_kgk"": 3712.8895745012, ""thermal_conductivity_w_mk"": 0.463202576707807}, ""external_htc_w_m2k"": 11.876418024301527, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 7.2880717564102495, ""interconnects"": 0.8869544317526034, ""total"": 8.175026188162853}, ""inlet_temperature_c"": 18.178968811128005, ""operation"": ""discharge"", ""soc"": 0.8647650193423032, ""soh"": 0.8544142588973045}, {""ambient_temperature_c"": 22.581034572795033, ""c_rate"": 0.9419704267241338, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.0035246142352, ""dynamic_viscosity_pa_s"": 0.0009784135899461, ""specific_heat_j_kgk"": 4183.409427517248, ""thermal_conductivity_w_mk"": 0.5997021450019084}, ""external_htc_w_m2k"": 10.869709393009543, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 14.527491182996732, ""interconnects"": 0.8598230262234897, ""total"": 15.387314209220222}, ""inlet_temperature_c"": 20.96287848715032, ""operation"": ""charge"", ""soc"": 0.6308537058066577, ""soh"": 0.9232922336086632}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 4.2, ""cell_count"": 40, ""cell_dimensions_mm"": {""diameter"": 21.7, ""height"": 70.2}, ""cell_family"": ""molicel_21700"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 2.3522950977087023, ""chemistry"": ""INR layered oxide"", ""columns"": 5, ""interstitial"": ""potting"", ""plate_coverage"": 0.786821461321366, ""rows"": 8, ""tim_thickness_mm"": 1.168773426534608}, ""plate"": {""channel_diameter_mm"": 7.471466566315354, ""flow_direction"": ""widthwise_y"", ""height_mm"": 10.75, ""inlet_face"": ""front"", ""layout"": ""headerless_serpentine"", ""length_mm"": 145.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.1458841413259506, ""outlet_face"": ""back"", ""parallel_paths"": 1, ""port_diameter_mm"": 7.471466566315354, ""turns"": 3, ""width_mm"": 217.0}, ""runs"": [{""ambient_temperature_c"": 28.975420892238617, ""c_rate"": 1.3929298809099997, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1040.7009408189672, ""dynamic_viscosity_pa_s"": 0.00268709870685, ""specific_heat_j_kgk"": 3697.868808971522, ""thermal_conductivity_w_mk"": 0.458459601657087}, ""external_htc_w_m2k"": 4.7045437870547175, ""flow_lpm"": 0.1875333255783318, ""heat_w"": {""cells"": 55.99204133927862, ""interconnects"": 0.5860682548588506, ""total"": 56.57810959413747}, ""inlet_temperature_c"": 13.120862086229046, ""operation"": ""discharge"", ""soc"": 0.2288938391488045, ""soh"": 0.9971748217009008}, {""ambient_temperature_c"": 31.531692040152848, ""c_rate"": 0.2580225610063298, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 997.0685673212088, ""dynamic_viscosity_pa_s"": 0.0008916821647198, ""specific_heat_j_kgk"": 4181.3487464557065, ""thermal_conductivity_w_mk"": 0.6063823335820268}, ""external_htc_w_m2k"": 9.36030162125826, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 2.504258473115402, ""interconnects"": 0.0935495136190643, ""total"": 2.5978079867344666}, ""inlet_temperature_c"": 24.9182845751832, ""operation"": ""charge"", ""soc"": 0.8229888624511659, ""soh"": 0.8285447726026177}, {""ambient_temperature_c"": 11.591871939599514, ""c_rate"": 0.8470947216872584, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.4372690697272, ""dynamic_viscosity_pa_s"": 0.0012158166043668, ""specific_heat_j_kgk"": 4191.42628230015, ""thermal_conductivity_w_mk"": 0.5839741112451102}, ""external_htc_w_m2k"": 8.876624087803066, ""flow_lpm"": 2.0, ""heat_w"": {""cells"": 28.173838812946524, ""interconnects"": 2.90371826117838, ""total"": 31.077557074124904}, ""inlet_temperature_c"": 12.537344350297824, ""operation"": ""charge"", ""soc"": 0.9026706777978688, ""soh"": 0.7647121244110167}]}",,"{""ambient_ratio"": {""X"": 0.013447497286390013, ""Y"": 2.9377286853295557, ""Z"": -0.15172649096195406}, ""peak_C"": {""X"": 34.2923522949219, ""Y"": 30.842767333984398, ""Z"": 25.392541503906273}, ""ranking"": [""X"", ""Y"", ""Z""], ""regimes"": {""X"": ""own_heat"", ""Y"": ""ambient_gain"", ""Z"": ""own_heat""}, ""rise_K"": {""X"": 16.643981628492497, ""Y"": 12.663798522856382, ""Z"": 4.429663016755967}}","{""params"": {}, ""scorer"": ""operating_envelope""}","{""duty_modes"": [""controller_selected"", ""controller_selected"", ""controller_selected""], ""hottest_regime"": ""own_heat"", ""interstitial"": ""potting"", ""quick_right"": false, ""regimes"": [""ambient_gain"", ""own_heat""], ""training_format"": ""envelope_3d""}","{""answer_case_names"": [""case11585"", ""case11587"", ""case11588""], ""case_names"": [""case11590"", ""case11591"", ""case11592"", ""case11585"", ""case11587"", ""case11588""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case11585"", ""case11587"", ""case11588""], ""geometry_ids"": [""geom_d36ca4256be0c225"", ""geom_d36ca4256be0c225"", ""geom_d36ca4256be0c225"", ""geom_d36ca4256be0c225"", ""geom_d36ca4256be0c225"", ""geom_d36ca4256be0c225""], ""point_cases"": [""case11590"", ""case11591"", ""case11592""], ""solve_signatures"": 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ejb-training-0.1-train_val-signoff-00431-6aaca9,duty_signoff,single_turn,train_val,public_train,,"You are signing off a battery cold plate at one new duty from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 40 x 21700 cylindrical cell (Molicel P42A class) (4.20 Ah, INR layered oxide, 21.7 mm diameter x 70.2 mm tall) in a rectangular grid of 8 rows x 5 columns, 2.4 mm cell spacing; a 1.2 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headerless serpentine plate, 145 x 217 x 10.8 mm; 1 serpentine circuit(s) with 3 turns each, ports connected directly to the channels; channel diameter 7.47 mm, flow across the plate width (y); ports 7.47 mm on the front (inlet) and back (outlet) faces; minimum wall 1.1 mm. Completed runs 1: Coolant water at 12.5 °C inlet, 2.00 L/min (density 999.4 kg/m³, cp 4191 J/kgK, viscosity 1.22 mPa·s). Ambient 11.6 °C, external heat-transfer coefficient 8.9 W/m²K on exposed surfaces. Load: charge at 0.847C, SOC 90%, state of health 76%; total heat generation 31.1 W (28.2 W in cells, 2.90 W in terminals/interconnects, applied uniformly). Result: peak cell rise 5.37 K; cell spread 4.71 K; coolant rise 0.187 K; pressure drop 2.07 kPa 2: Coolant water at 21.0 °C inlet, 0.100 L/min (density 998.0 kg/m³, cp 4183 J/kgK, viscosity 0.978 mPa·s). Ambient 22.6 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.942C, SOC 63%, state of health 92%; total heat generation 15.4 W (14.5 W in cells, 0.860 W in terminals/interconnects, applied uniformly). Result: peak cell rise 4.43 K; cell spread 2.71 K; coolant rise 1.88 K; pressure drop 0.0256 kPa 3: Coolant 30 wt% ethylene glycol / water at 18.2 °C inlet, 0.100 L/min (density 1039 kg/m³, cp 3713 J/kgK, viscosity 2.29 mPa·s). Ambient 37.2 °C, external heat-transfer coefficient 12 W/m²K on exposed surfaces. Load: discharge at 0.765C, SOC 86%, state of health 85%; total heat generation 8.18 W (7.29 W in cells, 0.887 W in terminals/interconnects, applied uniformly). Result: peak cell rise 12.7 K; cell spread 7.44 K; coolant rise 5.01 K; pressure drop 0.0512 kPa Duties Duty X (peak cell limit 30.0 °C, pressure drop limit 0.0195 kPa): Coolant water at 24.9 °C inlet, 0.100 L/min (density 997.1 kg/m³, cp 4181 J/kgK, viscosity 0.892 mPa·s). Ambient 31.5 °C, external heat-transfer coefficient 9.4 W/m²K on exposed surfaces. Load: charge at 0.258C, SOC 82%, state of health 83%; total heat generation 2.60 W (2.50 W in cells, 0.0935 W in terminals/interconnects, applied uniformly). For each duty, say whether peak cell temperature stays at or below its limit and whether pressure drop stays at or below its limit. Scoring: The score is 1 only if every temperature and pressure verdict is correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""pressure"": ""object mapping \""X\"" to \""pass\"" or \""fail\"""", ""temperature"": ""object mapping \""X\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 31.531692040152848, ""c_rate"": 0.2580225610063298, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 997.0685673212088, ""dynamic_viscosity_pa_s"": 0.0008916821647198, ""specific_heat_j_kgk"": 4181.3487464557065, ""thermal_conductivity_w_mk"": 0.6063823335820268}, ""external_htc_w_m2k"": 9.36030162125826, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 2.504258473115402, ""interconnects"": 0.0935495136190643, ""total"": 2.5978079867344666}, ""inlet_temperature_c"": 24.9182845751832, ""operation"": ""charge"", ""soc"": 0.8229888624511659, ""soh"": 0.8285447726026177}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 4.2, ""cell_count"": 40, ""cell_dimensions_mm"": {""diameter"": 21.7, ""height"": 70.2}, ""cell_family"": ""molicel_21700"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 2.3522950977087023, ""chemistry"": ""INR layered oxide"", ""columns"": 5, ""interstitial"": ""potting"", ""plate_coverage"": 0.786821461321366, ""rows"": 8, ""tim_thickness_mm"": 1.168773426534608}, ""plate"": {""channel_diameter_mm"": 7.471466566315354, ""flow_direction"": ""widthwise_y"", ""height_mm"": 10.75, ""inlet_face"": ""front"", ""layout"": ""headerless_serpentine"", ""length_mm"": 145.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.1458841413259506, ""outlet_face"": ""back"", ""parallel_paths"": 1, ""port_diameter_mm"": 7.471466566315354, ""turns"": 3, ""width_mm"": 217.0}, ""runs"": [{""ambient_temperature_c"": 11.591871939599514, ""c_rate"": 0.8470947216872584, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.4372690697272, ""dynamic_viscosity_pa_s"": 0.0012158166043668, ""specific_heat_j_kgk"": 4191.42628230015, ""thermal_conductivity_w_mk"": 0.5839741112451102}, ""external_htc_w_m2k"": 8.876624087803066, ""flow_lpm"": 2.0, ""heat_w"": {""cells"": 28.173838812946524, ""interconnects"": 2.90371826117838, ""total"": 31.077557074124904}, ""inlet_temperature_c"": 12.537344350297824, ""operation"": ""charge"", ""soc"": 0.9026706777978688, ""soh"": 0.7647121244110167}, {""ambient_temperature_c"": 22.581034572795033, ""c_rate"": 0.9419704267241338, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.0035246142352, ""dynamic_viscosity_pa_s"": 0.0009784135899461, ""specific_heat_j_kgk"": 4183.409427517248, ""thermal_conductivity_w_mk"": 0.5997021450019084}, ""external_htc_w_m2k"": 10.869709393009543, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 14.527491182996732, ""interconnects"": 0.8598230262234897, ""total"": 15.387314209220222}, ""inlet_temperature_c"": 20.96287848715032, ""operation"": ""charge"", ""soc"": 0.6308537058066577, ""soh"": 0.9232922336086632}, {""ambient_temperature_c"": 37.20534211024642, ""c_rate"": 0.7648042362824825, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1038.7755265589196, ""dynamic_viscosity_pa_s"": 0.0022891137682302, ""specific_heat_j_kgk"": 3712.8895745012, ""thermal_conductivity_w_mk"": 0.463202576707807}, ""external_htc_w_m2k"": 11.876418024301527, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 7.2880717564102495, ""interconnects"": 0.8869544317526034, ""total"": 8.175026188162853}, ""inlet_temperature_c"": 18.178968811128005, ""operation"": ""discharge"", ""soc"": 0.8647650193423032, ""soh"": 0.8544142588973045}]}",,"{""dP_kPa"": {""X"": 0.02382484828493034}, ""limits_C"": {""X"": 30.0}, ""peak_C"": {""X"": 28.906518554687523}, ""pressure"": {""X"": ""fail""}, ""pressure_limits_kPa"": {""X"": 0.0195}, ""rise_K"": {""X"": 3.9882339795043436}, ""temperature"": {""X"": ""pass""}}","{""params"": {}, ""scorer"": ""duty_signoff""}","{""duty_modes"": [""thermal_stress_tail""], ""duty_regimes"": [""ambient_heated""], ""interstitial"": ""potting"", ""pressure_signoff"": ""fail"", ""quick_right"": false, ""reference_right"": true, ""shown_runs"": 3, ""signoff"": ""pass"", ""training_format"": ""signoff_1d3r""}","{""answer_case_names"": [""case11591""], ""case_names"": [""case11592"", ""case11588"", ""case11587"", ""case11591""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case11591""], ""geometry_ids"": [""geom_d36ca4256be0c225"", ""geom_d36ca4256be0c225"", ""geom_d36ca4256be0c225"", ""geom_d36ca4256be0c225""], ""run_cases"": [""case11592"", ""case11588"", ""case11587""], ""solve_signatures"": 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ejb-training-0.1-train_val-signoff-00442-d4a015,duty_signoff,single_turn,train_val,public_train,,"You are signing off a battery cold plate at two new duties from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 40 x 21700 cylindrical cell (Molicel P42A class) (4.20 Ah, INR layered oxide, 21.7 mm diameter x 70.2 mm tall) in a rectangular grid of 8 rows x 5 columns, 2.4 mm cell spacing; a 1.2 mm thermal-interface pad under each cell; solid potting between cells up to 90% of cell height (terminals and vents exposed). Cold plate: Aluminium headerless serpentine plate, 145 x 217 x 10.8 mm; 1 serpentine circuit(s) with 3 turns each, ports connected directly to the channels; channel diameter 7.47 mm, flow across the plate width (y); ports 7.47 mm on the front (inlet) and back (outlet) faces; minimum wall 1.1 mm. Completed runs 1: Coolant 30 wt% ethylene glycol / water at 13.1 °C inlet, 0.188 L/min (density 1041 kg/m³, cp 3698 J/kgK, viscosity 2.69 mPa·s). Ambient 29.0 °C, external heat-transfer coefficient 4.7 W/m²K on exposed surfaces. Load: discharge at 1.39C, SOC 23%, state of health 100%; total heat generation 56.6 W (56.0 W in cells, 0.586 W in terminals/interconnects, applied uniformly). Result: peak cell rise 16.2 K; cell spread 9.86 K; coolant rise 5.20 K; pressure drop 0.122 kPa 2: Coolant water at 17.6 °C inlet, 0.360 L/min (density 998.7 kg/m³, cp 4186 J/kgK, viscosity 1.06 mPa·s). Ambient 28.0 °C, external heat-transfer coefficient 9.3 W/m²K on exposed surfaces. Load: discharge at 1.93C, SOC 63%, state of health 79%; total heat generation 78.0 W (75.1 W in cells, 2.93 W in terminals/interconnects, applied uniformly). Result: peak cell rise 16.6 K; cell spread 12.1 K; coolant rise 3.15 K; pressure drop 0.138 kPa 3: Coolant water at 21.0 °C inlet, 0.100 L/min (density 998.0 kg/m³, cp 4183 J/kgK, viscosity 0.978 mPa·s). Ambient 22.6 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.942C, SOC 63%, state of health 92%; total heat generation 15.4 W (14.5 W in cells, 0.860 W in terminals/interconnects, applied uniformly). Result: peak cell rise 4.43 K; cell spread 2.71 K; coolant rise 1.88 K; pressure drop 0.0256 kPa Duties Duty X (peak cell limit 29.5 °C, pressure drop limit 0.0274 kPa): Coolant water at 24.9 °C inlet, 0.100 L/min (density 997.1 kg/m³, cp 4181 J/kgK, viscosity 0.892 mPa·s). Ambient 31.5 °C, external heat-transfer coefficient 9.4 W/m²K on exposed surfaces. Load: charge at 0.258C, SOC 82%, state of health 83%; total heat generation 2.60 W (2.50 W in cells, 0.0935 W in terminals/interconnects, applied uniformly). Duty Y (peak cell limit 33.0 °C, pressure drop limit 0.0416 kPa): Coolant 30 wt% ethylene glycol / water at 18.2 °C inlet, 0.100 L/min (density 1039 kg/m³, cp 3713 J/kgK, viscosity 2.29 mPa·s). Ambient 37.2 °C, external heat-transfer coefficient 12 W/m²K on exposed surfaces. Load: discharge at 0.765C, SOC 86%, state of health 85%; total heat generation 8.18 W (7.29 W in cells, 0.887 W in terminals/interconnects, applied uniformly). For each duty, say whether peak cell temperature stays at or below its limit and whether pressure drop stays at or below its limit. Scoring: The score is 1 only if every temperature and pressure verdict is correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""pressure"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\"""", ""temperature"": ""object mapping \""X\"" and \""Y\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 31.531692040152848, ""c_rate"": 0.2580225610063298, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 997.0685673212088, ""dynamic_viscosity_pa_s"": 0.0008916821647198, ""specific_heat_j_kgk"": 4181.3487464557065, ""thermal_conductivity_w_mk"": 0.6063823335820268}, ""external_htc_w_m2k"": 9.36030162125826, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 2.504258473115402, ""interconnects"": 0.0935495136190643, ""total"": 2.5978079867344666}, ""inlet_temperature_c"": 24.9182845751832, ""operation"": ""charge"", ""soc"": 0.8229888624511659, ""soh"": 0.8285447726026177}, {""ambient_temperature_c"": 37.20534211024642, ""c_rate"": 0.7648042362824825, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1038.7755265589196, ""dynamic_viscosity_pa_s"": 0.0022891137682302, ""specific_heat_j_kgk"": 3712.8895745012, ""thermal_conductivity_w_mk"": 0.463202576707807}, ""external_htc_w_m2k"": 11.876418024301527, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 7.2880717564102495, ""interconnects"": 0.8869544317526034, ""total"": 8.175026188162853}, ""inlet_temperature_c"": 18.178968811128005, ""operation"": ""discharge"", ""soc"": 0.8647650193423032, ""soh"": 0.8544142588973045}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 4.2, ""cell_count"": 40, ""cell_dimensions_mm"": {""diameter"": 21.7, ""height"": 70.2}, ""cell_family"": ""molicel_21700"", ""cell_format"": ""cylindrical"", ""cell_gap_mm"": 2.3522950977087023, ""chemistry"": ""INR layered oxide"", ""columns"": 5, ""interstitial"": ""potting"", ""plate_coverage"": 0.786821461321366, ""rows"": 8, ""tim_thickness_mm"": 1.168773426534608}, ""plate"": {""channel_diameter_mm"": 7.471466566315354, ""flow_direction"": ""widthwise_y"", ""height_mm"": 10.75, ""inlet_face"": ""front"", ""layout"": ""headerless_serpentine"", ""length_mm"": 145.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 1.1458841413259506, ""outlet_face"": ""back"", ""parallel_paths"": 1, ""port_diameter_mm"": 7.471466566315354, ""turns"": 3, ""width_mm"": 217.0}, ""runs"": [{""ambient_temperature_c"": 28.975420892238617, ""c_rate"": 1.3929298809099997, ""coolant"": ""water_eg_30_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1040.7009408189672, ""dynamic_viscosity_pa_s"": 0.00268709870685, ""specific_heat_j_kgk"": 3697.868808971522, ""thermal_conductivity_w_mk"": 0.458459601657087}, ""external_htc_w_m2k"": 4.7045437870547175, ""flow_lpm"": 0.1875333255783318, ""heat_w"": {""cells"": 55.99204133927862, ""interconnects"": 0.5860682548588506, ""total"": 56.57810959413747}, ""inlet_temperature_c"": 13.120862086229046, ""operation"": ""discharge"", ""soc"": 0.2288938391488045, ""soh"": 0.9971748217009008}, {""ambient_temperature_c"": 27.970591131597757, ""c_rate"": 1.9310353597808525, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.6629638491048, ""dynamic_viscosity_pa_s"": 0.0010620881580558, ""specific_heat_j_kgk"": 4185.883982245325, ""thermal_conductivity_w_mk"": 0.5937741814512435}, ""external_htc_w_m2k"": 9.304724184796214, ""flow_lpm"": 0.360372913585445, ""heat_w"": {""cells"": 75.10426504391758, ""interconnects"": 2.9266107467486964, ""total"": 78.03087579066627}, ""inlet_temperature_c"": 17.6483706664294, ""operation"": ""discharge"", ""soc"": 0.6313855331856757, ""soh"": 0.7949203226715326}, {""ambient_temperature_c"": 22.581034572795033, ""c_rate"": 0.9419704267241338, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 998.0035246142352, ""dynamic_viscosity_pa_s"": 0.0009784135899461, ""specific_heat_j_kgk"": 4183.409427517248, ""thermal_conductivity_w_mk"": 0.5997021450019084}, ""external_htc_w_m2k"": 10.869709393009543, ""flow_lpm"": 0.1, ""heat_w"": {""cells"": 14.527491182996732, ""interconnects"": 0.8598230262234897, ""total"": 15.387314209220222}, ""inlet_temperature_c"": 20.96287848715032, ""operation"": ""charge"", ""soc"": 0.6308537058066577, ""soh"": 0.9232922336086632}]}",,"{""dP_kPa"": {""X"": 0.02382484828493034, ""Y"": 0.05121254528257123}, ""limits_C"": {""X"": 29.5, ""Y"": 33.0}, ""peak_C"": {""X"": 28.906518554687523, ""Y"": 30.842767333984398}, ""pressure"": {""X"": ""pass"", ""Y"": ""fail""}, ""pressure_limits_kPa"": {""X"": 0.0274, ""Y"": 0.0416}, ""rise_K"": {""X"": 3.9882339795043436, ""Y"": 12.663798522856382}, ""temperature"": {""X"": ""pass"", ""Y"": ""pass""}}","{""params"": {}, ""scorer"": ""duty_signoff""}","{""duty_modes"": [""thermal_stress_tail"", ""controller_selected""], ""duty_regimes"": [""ambient_heated"", ""ambient_heated""], ""interstitial"": ""potting"", ""pressure_signoff"": ""pass_fail"", ""quick_right"": false, ""reference_right"": true, ""shown_runs"": 3, ""signoff"": ""pass_pass"", ""training_format"": ""signoff_2d3r""}","{""answer_case_names"": [""case11591"", ""case11587""], ""case_names"": [""case11590"", ""case11585"", ""case11588"", ""case11591"", ""case11587""], ""doe_revision"": ""coupled_thermal_hydraulic_operating_envelope_v16"", ""duty_cases"": [""case11591"", ""case11587""], ""geometry_ids"": [""geom_d36ca4256be0c225"", ""geom_d36ca4256be0c225"", ""geom_d36ca4256be0c225"", ""geom_d36ca4256be0c225"", ""geom_d36ca4256be0c225""], ""run_cases"": [""case11590"", ""case11585"", ""case11588""], ""solve_signatures"": 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ejb-training-0.1-train_val-signoff-00443-f3dbd4,duty_signoff,single_turn,train_val,public_train,,"You are signing off a battery cold plate at one new duty from three completed test runs. You may not run a simulation. Rises are above that run's coolant inlet. Design Pack: 14 x EVE LF280K-class prismatic cell (280 Ah, LFP/graphite, 174 x 71.7 x 207 mm) in a rectangular grid of 7 rows x 2 columns, 1.6 mm cell spacing; a 1.5 mm thermal-interface pad under each cell; open air between cells (natural convection and radiation to ambient). Cold plate: Aluminium centre-fed parallel-channel plate, 393 x 539 x 31.0 mm; 20 parallel round channels fed by a bifurcating centre manifold; channel diameter 7.10 mm, flow across the plate width (y); ports 23.9 mm on the front (inlet) and back (outlet) faces; minimum wall 2.3 mm. Completed runs 1: Coolant 50 wt% ethylene glycol / water at 10.7 °C inlet, 0.500 L/min (density 1070 kg/m³, cp 3262 J/kgK, viscosity 5.12 mPa·s). Ambient 13.3 °C, external heat-transfer coefficient 3.9 W/m²K on exposed surfaces. Load: charge at 0.337C, SOC 93%, state of health 97%; total heat generation 77.4 W (75.6 W in cells, 1.78 W in terminals/interconnects, applied uniformly). Result: peak cell rise 5.86 K; cell spread 4.19 K; coolant rise 2.29 K; pressure drop 0.0172 kPa 2: Coolant water at 14.4 °C inlet, 10.8 L/min (density 999.2 kg/m³, cp 4189 J/kgK, viscosity 1.15 mPa·s). Ambient 20.1 °C, external heat-transfer coefficient 11 W/m²K on exposed surfaces. Load: charge at 0.770C, SOC 46%, state of health 86%; total heat generation 288 W (253 W in cells, 35.6 W in terminals/interconnects, applied uniformly). Result: peak cell rise 15.9 K; cell spread 14.8 K; coolant rise 0.368 K; pressure drop 0.361 kPa 3: Coolant 50 wt% ethylene glycol / water at 14.4 °C inlet, 0.960 L/min (density 1068 kg/m³, cp 3282 J/kgK, viscosity 4.46 mPa·s). Ambient 28.8 °C, external heat-transfer coefficient 5.0 W/m²K on exposed surfaces. Load: discharge at 0.535C, SOC 65%, state of health 93%; total heat generation 278 W (270 W in cells, 7.97 W in terminals/interconnects, applied uniformly). Result: peak cell rise 20.3 K; cell spread 15.4 K; coolant rise 5.11 K; pressure drop 0.0313 kPa Duties Duty X (peak cell limit 18.0 °C, pressure drop limit 0.0140 kPa): Coolant water at 10.4 °C inlet, 1.03 L/min (density 999.7 kg/m³, cp 4194 J/kgK, viscosity 1.29 mPa·s). Ambient 13.8 °C, external heat-transfer coefficient 8.4 W/m²K on exposed surfaces. Load: charge at 0.410C, SOC 16%, state of health 75%; total heat generation 153 W (147 W in cells, 6.29 W in terminals/interconnects, applied uniformly). For each duty, say whether peak cell temperature stays at or below its limit and whether pressure drop stays at or below its limit. Scoring: The score is 1 only if every temperature and pressure verdict is correct, and 0 otherwise. Your confidence does not change the score; it is only used to measure calibration.",0.15.0,training-0.1,"EJBench training data: for fine-tuning, never for evaluation. ejbench training GUID ef929ee1-d750-40d9-ba40-9759caa8f8a6","{""confidence"": ""number 0-1"", ""pressure"": ""object mapping \""X\"" to \""pass\"" or \""fail\"""", ""temperature"": ""object mapping \""X\"" to \""pass\"" or \""fail\""""}","{""duties"": [{""ambient_temperature_c"": 13.78393561579287, ""c_rate"": 0.4103461045533769, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.6641002070868, ""dynamic_viscosity_pa_s"": 0.0012901537425708, ""specific_heat_j_kgk"": 4194.4840754591805, ""thermal_conductivity_w_mk"": 0.5796600694297191}, ""external_htc_w_m2k"": 8.441605282947421, ""flow_lpm"": 1.0341636813826984, ""heat_w"": {""cells"": 146.94944088370926, ""interconnects"": 6.287971361112651, ""total"": 153.2374122448219}, ""inlet_temperature_c"": 10.422912380887622, ""operation"": ""charge"", ""soc"": 0.1589567536953836, ""soh"": 0.7541618307121097}], ""pack"": {""arrangement"": ""rectangular_grid"", ""capacity_ah"": 280.0, ""cell_count"": 14, ""cell_dimensions_mm"": {""height"": 207.2, ""length"": 173.7, ""width"": 71.7}, ""cell_family"": ""eve_lf280k_v3"", ""cell_format"": ""prismatic"", ""cell_gap_mm"": 1.6457343250513077, ""chemistry"": ""LFP/graphite"", ""columns"": 2, ""interstitial"": ""air"", ""plate_coverage"": 0.8716806668804369, ""rows"": 7, ""tim_thickness_mm"": 1.4708547609392553}, ""plate"": {""channel_diameter_mm"": 7.103580848357636, ""flow_direction"": ""widthwise_y"", ""height_mm"": 31.0, ""inlet_face"": ""front"", ""layout"": ""parallel"", ""length_mm"": 393.0, ""material"": ""aluminium"", ""minimum_wall_mm"": 2.334995314478874, ""outlet_face"": ""back"", ""parallel_paths"": 20, ""port_diameter_mm"": 23.89608024917386, ""turns"": 0, ""width_mm"": 539.0}, ""runs"": [{""ambient_temperature_c"": 13.340108897536991, ""c_rate"": 0.3371361998840003, ""coolant"": ""water_eg_50_mass_pct"", ""coolant_properties"": {""density_kg_m3"": 1069.6897719784815, ""dynamic_viscosity_pa_s"": 0.0051228911198224, ""specific_heat_j_kgk"": 3262.1192757482763, ""thermal_conductivity_w_mk"": 0.3833823145152263}, ""external_htc_w_m2k"": 3.949724388308823, ""flow_lpm"": 0.5, ""heat_w"": {""cells"": 75.63196296518805, ""interconnects"": 1.7760855602379562, ""total"": 77.40804852542601}, ""inlet_temperature_c"": 10.679769095040788, ""operation"": ""charge"", ""soc"": 0.934275158122182, ""soh"": 0.9711016970686616}, {""ambient_temperature_c"": 20.079118395224217, ""c_rate"": 0.7701765837814385, ""coolant"": ""water"", ""coolant_properties"": {""density_kg_m3"": 999.1866527884556, ""dynamic_viscosity_pa_s"": 0.0011549554338413, ""specific_heat_j_kgk"": 4189.095261129603, ""thermal_conductivity_w_mk"": 0.5877016758218728}, ""external_htc_w_m2k"": 10.939272508956492, ""flow_lpm"": 10.76038796494675, ""heat_w"": {""cells"": 252.6913398644993, 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