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Missing legacy provenance is explicitly unverified. Identical prompts, decoding protocol, and stable strategy annotation identities remain caller responsibilities. Partial-eligibility differences describe only the reported paired subset; these pointwise CIs do not establish an overall diversity gain." }, "spd_hard_minus_base": { "direction": "current_minus_previous", "task_count": 500, "evaluation_identity_check": "declared_provenance_equal", "correctness": { "metric": "task_macro_correct_fraction", "margin": 0.01, "delta": { "mean": 0.03821875, "all_task_mean": 0.03821875, "ci95": [ 0.028715625, 0.04859375 ], "eligible_tasks": 500, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 }, "noninferior": true }, "pass_at_k": { "1": { "mean": 0.03821875, "all_task_mean": 0.03821875, "ci95": [ 0.028715625, 0.04859375 ], "eligible_tasks": 500, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 }, "4": { "mean": 0.01520221097428924, "all_task_mean": 0.01520221097428924, "ci95": [ 0.0037094430699302454, 0.02625112453098637 ], "eligible_tasks": 500, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 }, "8": { "mean": 0.007794947373959033, "all_task_mean": 0.007794947373959033, "ci95": [ -0.004214445501553613, 0.019853462255389462 ], "eligible_tasks": 500, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 }, "16": { "mean": -0.00046338000834429194, "all_task_mean": -0.00046338000834429194, "ci95": [ -0.014188135926675798, 0.01320068172292071 ], "eligible_tasks": 500, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 }, "64": { "mean": -0.018, "all_task_mean": -0.018, "ci95": [ -0.042, 0.004 ], "eligible_tasks": 500, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 } }, "implementation_coverage_at_k": { "1": { "mean": 0.03821875000000001, "all_task_mean": 0.03821875000000001, "ci95": [ 0.02871562500000001, 0.04859375 ], "eligible_tasks": 500, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 }, "4": { "mean": -0.11387302636549065, "all_task_mean": -0.11387302636549065, "ci95": [ -0.15733176276724334, -0.07090118126904384 ], "eligible_tasks": 500, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 }, "8": { "mean": -0.37528642309145643, "all_task_mean": -0.37528642309145643, "ci95": [ -0.4643529187722048, -0.28801556663024797 ], "eligible_tasks": 500, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 }, "16": { "mean": -0.9362489391249798, "all_task_mean": -0.9362489391249798, "ci95": [ -1.1056935955785272, -0.7672233437329382 ], "eligible_tasks": 500, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 }, "64": { "mean": -4.414, "all_task_mean": -4.414, "ci95": [ -5.0520499999999995, -3.798 ], "eligible_tasks": 500, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 } }, "correct_matched_coverage_at_budgets": { "4": { "mean": -0.5602393104834131, "all_task_mean": null, "ci95": [ -0.620203311960209, -0.5024146068264466 ], "eligible_tasks": 311, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 }, "8": { "mean": -1.4580467687163405, "all_task_mean": null, "ci95": [ -1.5912065108858593, -1.328951991999187 ], "eligible_tasks": 285, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 }, "16": { "mean": -3.3915337280063698, "all_task_mean": null, "ci95": [ -3.6596124817747016, -3.1355820916237627 ], "eligible_tasks": 237, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 }, "64": { "mean": -12.333333333333334, "all_task_mean": null, "ci95": [ -15.476190476190476, -9.449861111111112 ], "eligible_tasks": 21, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 } }, "caveat": "Metric, sampling budgets and available declared evaluator/task harness identities were checked. Missing legacy provenance is explicitly unverified. Identical prompts, decoding protocol, and stable strategy annotation identities remain caller responsibilities. Partial-eligibility differences describe only the reported paired subset; these pointwise CIs do not establish an overall diversity gain." }, "spectral_soft_minus_base": { "direction": "current_minus_previous", "task_count": 500, "evaluation_identity_check": "declared_provenance_equal", "correctness": { "metric": "task_macro_correct_fraction", "margin": 0.01, "delta": { "mean": 0.023875, "all_task_mean": 0.023875, "ci95": [ 0.01578046875, 0.03222187499999998 ], "eligible_tasks": 500, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 }, "noninferior": true }, "pass_at_k": { "1": { "mean": 0.023875, "all_task_mean": 0.023875, "ci95": [ 0.01578046875, 0.03222187499999998 ], "eligible_tasks": 500, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 }, "4": { "mean": 0.011382711968975851, "all_task_mean": 0.011382711968975851, "ci95": [ 0.0007472461188335719, 0.021702632693082518 ], "eligible_tasks": 500, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 }, "8": { "mean": 0.007953911855287916, "all_task_mean": 0.007953911855287916, "ci95": [ -0.0032052019292176603, 0.02016559937775917 ], "eligible_tasks": 500, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 }, "16": { "mean": 0.005326398453625931, "all_task_mean": 0.005326398453625931, "ci95": [ -0.008709203610150353, 0.01970317489123075 ], "eligible_tasks": 500, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 }, "64": { "mean": 0.006, "all_task_mean": 0.006, "ci95": [ -0.018, 0.03 ], "eligible_tasks": 500, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 } }, "implementation_coverage_at_k": { "1": { "mean": 0.023875000000000004, "all_task_mean": 0.023875000000000004, "ci95": [ 0.01578046875, 0.03222187499999998 ], "eligible_tasks": 500, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 }, "4": { "mean": -0.022815082722671284, "all_task_mean": -0.022815082722671284, "ci95": [ -0.05716847402168163, 0.012386312514164822 ], "eligible_tasks": 500, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 }, "8": { "mean": -0.10593269048369632, "all_task_mean": -0.10593269048369632, "ci95": [ -0.17242767101744216, -0.035957454487825634 ], "eligible_tasks": 500, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 }, "16": { "mean": -0.28138206276553446, "all_task_mean": -0.28138206276553446, "ci95": [ -0.4102151369446903, -0.146602173945259 ], "eligible_tasks": 500, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 }, "64": { "mean": -1.292, "all_task_mean": -1.292, "ci95": [ -1.7860500000000001, -0.78 ], "eligible_tasks": 500, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 } }, "correct_matched_coverage_at_budgets": { "4": { "mean": -0.21621423592999497, "all_task_mean": null, "ci95": [ -0.26338146288134634, -0.1712302020285684 ], "eligible_tasks": 311, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 }, "8": { "mean": -0.5655161846473469, "all_task_mean": null, "ci95": [ -0.6710582647547939, -0.4554695696815643 ], "eligible_tasks": 283, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 }, "16": { "mean": -1.3422586793603524, "all_task_mean": null, "ci95": [ -1.5882434475943992, -1.091048810798944 ], "eligible_tasks": 237, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 }, "64": { "mean": -5.222222222222222, "all_task_mean": null, "ci95": [ -7.45125, -3.0 ], "eligible_tasks": 18, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 } }, "caveat": "Metric, sampling budgets and available declared evaluator/task harness identities were checked. Missing legacy provenance is explicitly unverified. Identical prompts, decoding protocol, and stable strategy annotation identities remain caller responsibilities. Partial-eligibility differences describe only the reported paired subset; these pointwise CIs do not establish an overall diversity gain." }, "spectral_soft_minus_plain": { "direction": "current_minus_previous", "task_count": 500, "evaluation_identity_check": "declared_provenance_equal", "correctness": { "metric": "task_macro_correct_fraction", "margin": 0.01, "delta": { "mean": -0.01115625, "all_task_mean": -0.01115625, "ci95": [ -0.016094531250000002, -0.00628125 ], "eligible_tasks": 500, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 }, "noninferior": false }, "pass_at_k": { "1": { "mean": -0.01115625, "all_task_mean": -0.01115625, "ci95": [ -0.016094531250000002, -0.00628125 ], "eligible_tasks": 500, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 }, "4": { "mean": -0.003262993880788701, "all_task_mean": -0.003262993880788701, "ci95": [ -0.009283707049054424, 0.003047399256503232 ], "eligible_tasks": 500, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 }, "8": { "mean": 0.0003559308731187021, "all_task_mean": 0.0003559308731187021, "ci95": [ -0.00660925510332175, 0.007311030447620167 ], "eligible_tasks": 500, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 }, "16": { "mean": 0.005887105464296429, "all_task_mean": 0.005887105464296429, "ci95": [ -0.002448903637806618, 0.013853495529867147 ], "eligible_tasks": 500, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 }, "64": { "mean": 0.022, "all_task_mean": 0.022, "ci95": [ 0.004, 0.042 ], "eligible_tasks": 500, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 } }, "implementation_coverage_at_k": { "1": { "mean": -0.011156250000000006, "all_task_mean": -0.011156250000000006, "ci95": [ -0.016094531250000006, -0.006281250000000007 ], "eligible_tasks": 500, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 }, "4": { "mean": 0.07761073757900834, "all_task_mean": 0.07761073757900834, "ci95": [ 0.051705283406990515, 0.10339546725088768 ], "eligible_tasks": 500, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 }, "8": { "mean": 0.23820672134995566, "all_task_mean": 0.23820672134995566, "ci95": [ 0.18329618511067797, 0.29636921895754614 ], "eligible_tasks": 500, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 }, "16": { "mean": 0.5990402364757417, "all_task_mean": 0.5990402364757417, "ci95": [ 0.4869263191088721, 0.7231093071148845 ], "eligible_tasks": 500, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 }, "64": { "mean": 3.004, "all_task_mean": 3.004, "ci95": [ 2.568, 3.4940999999999995 ], "eligible_tasks": 500, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 } }, "correct_matched_coverage_at_budgets": { "4": { "mean": 0.29542497837164544, "all_task_mean": null, "ci95": [ 0.2488768199585551, 0.34316922020628526 ], "eligible_tasks": 316, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 }, "8": { "mean": 0.7800955378748559, "all_task_mean": null, "ci95": [ 0.6653322789038247, 0.8894675100835937 ], "eligible_tasks": 296, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 }, "16": { "mean": 1.8157231276209642, "all_task_mean": null, "ci95": [ 1.5818656638250101, 2.055080678055994 ], "eligible_tasks": 254, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 }, "64": { "mean": 5.275862068965517, "all_task_mean": null, "ci95": [ 3.5447214076246336, 7.150282258064515 ], "eligible_tasks": 29, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 } }, "caveat": "Metric, sampling budgets and available declared evaluator/task harness identities were checked. Missing legacy provenance is explicitly unverified. Identical prompts, decoding protocol, and stable strategy annotation identities remain caller responsibilities. Partial-eligibility differences describe only the reported paired subset; these pointwise CIs do not establish an overall diversity gain." }, "spectral_soft_minus_spd_hard": { "direction": "current_minus_previous", "task_count": 500, "evaluation_identity_check": "declared_provenance_equal", "correctness": { "metric": "task_macro_correct_fraction", "margin": 0.01, "delta": { "mean": -0.01434375, "all_task_mean": -0.01434375, "ci95": [ -0.01887578125, -0.009780468750000004 ], "eligible_tasks": 500, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 }, "noninferior": false }, "pass_at_k": { "1": { "mean": -0.01434375, "all_task_mean": -0.01434375, "ci95": [ -0.01887578125, -0.009780468750000004 ], "eligible_tasks": 500, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 }, "4": { "mean": -0.0038194990053133883, "all_task_mean": -0.0038194990053133883, "ci95": [ -0.009375225693132882, 0.00176260293117776 ], "eligible_tasks": 500, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 }, "8": { "mean": 0.00015896448132888684, "all_task_mean": 0.00015896448132888684, "ci95": [ -0.006414460880441282, 0.006338201343282931 ], "eligible_tasks": 500, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 }, "16": { "mean": 0.005789778461970222, "all_task_mean": 0.005789778461970222, "ci95": [ -0.0017539490758198626, 0.01354868460072776 ], "eligible_tasks": 500, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 }, "64": { "mean": 0.024, "all_task_mean": 0.024, "ci95": [ 0.006, 0.044 ], "eligible_tasks": 500, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 } }, "implementation_coverage_at_k": { "1": { "mean": -0.014343750000000008, "all_task_mean": -0.014343750000000008, "ci95": [ -0.018875781250000008, -0.009780468750000009 ], "eligible_tasks": 500, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 }, "4": { "mean": 0.09105794364281937, "all_task_mean": 0.09105794364281937, "ci95": [ 0.06601354867039361, 0.11605088018747954 ], "eligible_tasks": 500, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 }, "8": { "mean": 0.2693537326077601, "all_task_mean": 0.2693537326077601, "ci95": [ 0.21460300366072993, 0.3243236296632422 ], "eligible_tasks": 500, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 }, "16": { "mean": 0.6548668763594453, "all_task_mean": 0.6548668763594453, "ci95": [ 0.5437347177149345, 0.770010179781125 ], "eligible_tasks": 500, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 }, "64": { "mean": 3.122, "all_task_mean": 3.122, "ci95": [ 2.68595, 3.59605 ], "eligible_tasks": 500, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 } }, "correct_matched_coverage_at_budgets": { "4": { "mean": 0.3343973321781965, "all_task_mean": null, "ci95": [ 0.28955470590964033, 0.3787110897843099 ], "eligible_tasks": 318, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 }, "8": { "mean": 0.8754529919459029, "all_task_mean": null, "ci95": [ 0.7730941721429861, 0.9793856509650538 ], "eligible_tasks": 295, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 }, "16": { "mean": 1.998443218444857, "all_task_mean": null, "ci95": [ 1.7919974441259436, 2.2179767424598587 ], "eligible_tasks": 254, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 }, "64": { "mean": 5.533333333333333, "all_task_mean": null, "ci95": [ 3.928434065934066, 7.206932471264367 ], "eligible_tasks": 30, "total_tasks": 500, "population": "tasks_with_estimates_available_in_both_runs", "bootstrap_valid_replicates": 2000 } }, "caveat": "Metric, sampling budgets and available declared evaluator/task harness identities were checked. Missing legacy provenance is explicitly unverified. Identical prompts, decoding protocol, and stable strategy annotation identities remain caller responsibilities. Partial-eligibility differences describe only the reported paired subset; these pointwise CIs do not establish an overall diversity gain." } }