diff --git a/autoformal/uscode/feature-pretraining/reports/ceebd98621104272c1b6a50d54f7c79f02b1ee1cdd9dc1c3bff2389136d304c9.json b/autoformal/uscode/feature-pretraining/reports/ceebd98621104272c1b6a50d54f7c79f02b1ee1cdd9dc1c3bff2389136d304c9.json
new file mode 100644
index 0000000000000000000000000000000000000000..cd3a37ff13f575a8d5f8d01cb2e91a5db3ce9f2b
--- /dev/null
+++ b/autoformal/uscode/feature-pretraining/reports/ceebd98621104272c1b6a50d54f7c79f02b1ee1cdd9dc1c3bff2389136d304c9.json
@@ -0,0 +1 @@
+{"admitted":false,"assignment_binding":{"base_version_id":"sha256:33f113c0ff96364b9476ace991eb48eaa707b2026bf1638b0a41db87cd557f20","binding_sha256":"659ecae5b92c5135efd83260f3e1296a5c30b2617660cebfb2614db310faed48","campaign_id":"feature-distributed-smoke-native-r3","generation":2,"observation_artifact":{"bytes":12374,"sha256":"ee2a956beb07a98116522c95b9784b6ce600695c95b9bd64cda9dd136fb0de61"},"policy":{"cycle_timeout":240.0,"feature_input_binding":{"admitted":false,"embedding_production_artifact":{"bytes":78770,"sha256":"f1caf727d3e8e7822535c398af15895d342ef6f4541129edd191e11878c55d28"},"formalized":false,"global_holdout_verified":false,"heldout_canary":false,"lake_executed":false,"local_embedding_verification":true,"model":{"dimension":384,"model_id":"thenlper/gte-small","revision":"17e1f347d17fe144873b1201da91788898c639cd"},"promotion_performed":false,"qualified":false,"roles":{"training":{"artifact":{"bytes":20686,"sha256":"4888ff9b36af09b2b1d980a2d4cf44b564d73fa4d55578d5b2145a82e1c42300"},"count":2,"input_ids_sha256":"c74f7579af69216b149d657fe21c68272578cfcfe869f9c0fc1ab3516030bd97"},"validation":{"artifact":{"bytes":18196,"sha256":"a799ac706c35565ecb11bebfba696a65f40d0379c64eb940a829ee8b56f9512e"},"count":2,"input_ids_sha256":"be30bfa0804fad4c82f4743e6adcaeeff88f5a483a11cfdd145811b5a161bded"}},"schema":"autoencoder-distributed-features/v1","selected_training_validation_disjoint":true,"shared_target_artifact":{"bytes":14363360,"sha256":"1b4c12e53a3830f0b31d927aad7700387a45f1d9a91f82ddaf1cec40b6a0544e"},"source_artifact_count":4,"source_artifacts_sha256":"343491891a2a98fd81c7e1edf287d4e530302a21a6e1fdc02d64a13acb959e8a","target_shard_max_bytes":268435456,"target_snapshot_id":"sha256:0fc39d2345417df69c14ebf0fe8763298ebefee05c204f4b8e7372e995471cf4","target_timeout_seconds":60.0,"training_samples_sha256":"794fb5e2f846aa2edc67bea3967e205d0ebbe4f683f436f6d649b079b2c3fd13","validation_samples_sha256":"3958f72f5f5b466216230ead676f1178fcdbdba963de07cba2e6325c81831f88"},"feature_optimizer":{"epochs":3,"learning_rate":0.35,"line_search_attempts":2,"projection_candidate_update_order":"decoded_embedding_structural","projection_momentum":0.25,"projection_optimizer_mode":"productive_adaptive"},"known_workers":["worker-a","worker-b"],"lake_timeout_seconds":120,"max_seconds":90.0,"max_training_rounds":3,"model_variant":"incremental-modal","source_identity":{"JevOps/jevops/statement_lock.py":"dc377f8359cac300023e225d694494ea631943298c44667ec44e1352de1e6237","ipfs_datasets_py/duckdb_control/autoencoder_quack.py":"fe4890f7390ebdfb4e7f55db1e5709f581583d4d6ab6f87e7330bb43ef608df9","ipfs_datasets_py/duckdb_control/autoencoder_quack_wire.py":"603ffe64394b6d1824296dc3704947e08d93283b6513cb65eb609de33c1bbad3","ipfs_datasets_py/duckdb_control/autoencoder_registry.py":"0333ce963cf85f2843e0662db431e0554f0c449be20387f0badd909bc5d7840f","ipfs_datasets_py/duckdb_control/autoencoder_shared_weight_control.py":"fd1b034799e8213d222d7ea6b0c552774bd80d475b44204c14f8bf717927ed34","ipfs_datasets_py/duckdb_control/autoencoder_span_campaign.py":"5a033f7c5438ec81418f54f232da39b9377efc5f35fbc1c486af8b64f996edf8","ipfs_datasets_py/huggingface/autoencoder_incremental.py":"1241fa56b741b802d1c615b318db6cb703e20ea7ec5e8e5aaa8c85edaf8ab06d","ipfs_datasets_py/huggingface/autoencoder_incremental_download.py":"fba4cffaecf26ba008b39f7dbc24bde70bd96220eaa827e6d60a8521fa596be5","ipfs_datasets_py/huggingface/autoencoder_span_attempts.py":"ef1fb9f245279e92de0c4e46a4ef01993fe7dffde0b64e05d31630372a8f562c","ipfs_datasets_py/logic/TDFOL/tdfol_core.py":"67be350d1fb0422a64ab040349b2d51c4008fbeeb8b59a99b8901d681d7d71c7","ipfs_datasets_py/logic/TDFOL/tdfol_parser.py":"8e1f8885be6dc2a7d692ecdf0364ccc4d01692c38c81137775d9d222d8b8d9d3","ipfs_datasets_py/logic/autoformal/__init__.py":"81d9f1553f7b4bbd0771aedc057377d3690d00249cabbdd381cee075bb26d5ca","ipfs_datasets_py/logic/autoformal/family_qualification.py":"6df7456a31e369f81140d5055c01b03765420e9fff829ce7e9184b12208d7c87","ipfs_datasets_py/logic/autoformal/semantic_integrity.py":"c755f98a629c13c24d6b44c7fe146da65914ae2fbeb9c70f2e38fabd37ef1507","ipfs_datasets_py/logic/autoformal/span_cache_feed.py":"157e063c0b8a8a90e3d89919a7ac8072fc880af96bfd720894a487c22939771e","ipfs_datasets_py/logic/autoformal/tree_pin.py":"587165942fb06ea9effc836b555e0ac0606c5876b013a374a1e76d25ee069e4d","ipfs_datasets_py/logic/backends/results.py":"afda793472d3a6ba13f20bee13a992bfce68177388bdf338548157a5aa201458","ipfs_datasets_py/logic/backends/toolchain_roles.py":"1f5ffbf35e9171b77474da7fb7a1eeb91579a3d09fc0f99d480abfd49aaaf3e0","ipfs_datasets_py/logic/deontic/decoder.py":"051a5e7a98ef2cf8a63326218cebeabcca2c528f6839a1a3cb11756ee7c1aab9","ipfs_datasets_py/logic/deontic/formula_builder.py":"dc53e7c4875a2afa98e100177c0d70e224e1945048f18993333f72c313529109","ipfs_datasets_py/logic/deontic/ir.py":"a6bafa2aa4b1e8d9c368d4c4354e56b924888d43eb1f817c11058767f17f3416","ipfs_datasets_py/logic/deontic/prover_syntax.py":"1946190c1d1ec8e8ea659c0d7c9a0a8da29f2f6b0aca8326193a95a57deaad31","ipfs_datasets_py/logic/ir_core/claims.py":"282cdd3a6ba18a90079886337d360bae44da172748faa3ad2715d2071070de3b","ipfs_datasets_py/logic/legal_ir/canonical_contracts.py":"d66ecfaa2c967cda40a1cf4b82936a34039e38ccdb3044468697a4f90af2844b","ipfs_datasets_py/logic/legal_ir/canonical_roundtrip.py":"7ab374e2f40b2ded4f3a0612fea03532a40cd03d43798a6585a2ddae4c537c6e","ipfs_datasets_py/logic/modal/decompiler.py":"04959738f30dd88243f5f54b6b4d42957ba21d8e97e000e96c4121daee86dbce","ipfs_datasets_py/logic/parsers/event_calculus.py":"8bd7217febef6daf86f76bae7e03ab0cbf7eb22a1b64f3040fd26a3d2ebfc390","ipfs_datasets_py/logic/parsers/flogic.py":"85ac4353d2bd15fee7cfcf345a4f7afe33d27baca49b1b273f08a217298d1bb7","ipfs_datasets_py/logic/parsers/legacy_modal.py":"7b18812ea6fcba8b65ed7dc5c3407e0ad06ac9760c5c66441e9677463f9eb66e","ipfs_datasets_py/logic/parsers/modal.py":"3131ff1dd516ebdf52071215c2c7983f9cf317d86bb138ff9437faae9b227942","ipfs_datasets_py/logic/syntax_core/algebra.py":"d3587e2270943167ebef226e03cbd70cfc8888d936647670a21cfa514240e6b7","ipfs_datasets_py/logic/syntax_core/ast.py":"4709513f18ab270858fe9595d88a847ddc52092606c52c7802947abed1ab9ac4","ipfs_datasets_py/logic/syntax_core/contracts.py":"ce6d49e05ca2b09a84a3125ed6ad4c4aae4adf2c5943d3a4fd4eeeb057b444a8","ipfs_datasets_py/logic/syntax_core/signatures.py":"49dd4fb0096661a05a15f056eb57248349e2b4e0b02e83239f36db36788c75bf","ipfs_datasets_py/optimizers/logic_theorem_optimizer/autoencoder_candidate_qualification.py":"0ecba6ffffa24804417d9d834192e53c71edf62d780169134615ac82d6db3674","ipfs_datasets_py/optimizers/logic_theorem_optimizer/autoencoder_capacity.py":"d9cc2cd5393b7dfb52728d6140afcaae77469c179ff06c0fafbdf5e6aec04b77","ipfs_datasets_py/optimizers/logic_theorem_optimizer/autoencoder_daemon_resources.py":"15fcce3aba498e502b3c98122e33a748028d6e042795ac101f65a2c5ec3b0475","ipfs_datasets_py/optimizers/logic_theorem_optimizer/autoencoder_distributed_features.py":"9736086f12c31bd065415a8f99f58b2daaa424ad1345a1adfe533a97de28db24","ipfs_datasets_py/optimizers/logic_theorem_optimizer/autoencoder_distributed_training.py":"4cf2a9b8098824c7d3e8efe299bf3f2c9cf0025d6c3abdb0abe5dfb1c627e050","ipfs_datasets_py/optimizers/logic_theorem_optimizer/autoencoder_feature_exchange.py":"ed83db190abb0284bc4ed33badf00ecc8c401a81ded452001b46452e81a73b09","ipfs_datasets_py/optimizers/logic_theorem_optimizer/autoencoder_feature_inputs.py":"53816d96b25822801029361ec90055a56081cefb3299d7fce5969c7740e7b1cf","ipfs_datasets_py/optimizers/logic_theorem_optimizer/autoencoder_feature_training.py":"d5515f8bd4ff2b426cc80ea964fb6fed8383ee5c8bd152e039df5c27f8ee55ae","ipfs_datasets_py/optimizers/logic_theorem_optimizer/autoencoder_incremental_training.py":"0f76f56a53d67867f2447ef97f63d05db2cce80aaf32c46ef662b64cff398fd2","ipfs_datasets_py/optimizers/logic_theorem_optimizer/autoencoder_inference.py":"73fca445ce821d5022f0eb67f9fa7c6cef490bb2d4b933e6ff91855e8b7761bd","ipfs_datasets_py/optimizers/logic_theorem_optimizer/autoencoder_native_pool.py":"04f29da03f937dfee7ecfcb621980240c014754abe55f71a2c1ef8338ba715bb","ipfs_datasets_py/optimizers/logic_theorem_optimizer/autoencoder_paths.py":"63a68be07b1d015f92d8d5c3888517846bdf987aa2a1db4b45aa58559fcd8e8a","ipfs_datasets_py/optimizers/logic_theorem_optimizer/autoencoder_qualification_pool.py":"e18918579ca60f42f99caaebb5697e92b31014c72e97d0f3d4ce851d2c52ac45","ipfs_datasets_py/optimizers/logic_theorem_optimizer/autoencoder_qualified_training.py":"bdad812f4cdd8da982a923aadba35438d7c5a005433228b317a535757f9487c7","ipfs_datasets_py/optimizers/logic_theorem_optimizer/autoencoder_training_coordinator.py":"8a08373adbc84a3382ded6a05e1ce67a42ba6969bcc31a99cbdf10d49bc45528","ipfs_datasets_py/optimizers/logic_theorem_optimizer/modal_autoencoder_adaptive_optimizer.py":"dcd3a885820e7985ebec458a80325fe00d4d50656cf5827a828dd9cb45eb2524","native:autoencoder":"af33421f46977e1f2bbd4cead4d315954efac5d5827bb44b039107045e8f724b","native:compiler":"9980c3699a2407d360e8a2feedab575a4d4f5b3462ddf0ed761143f22ef61ea5","native:decompiler":"26b4e2e2d5d55b41ebae245b7d236bf1612c020a1d469df8bd747f83e982dfdc","native:parser":"71daafa62c800a10db3ea7ddc948997b2a119012e9444d5007bdbd3b67487822","native:samples":"e46d794d38971343d8f3aed68fb224e5b44292cf9f4b8c973dedc20db5651b87","native:worker":"bde3bd327df59f2e7557eac8aa2e0989ceb1128bc39918bf8cf46011e7bd9415","scripts/ops/legal_ir/run_distributed_autoencoders.py":"ce3532a8922c7924a93f4a26f8ca81177904a2b31592ec2e499eb8e675a751b4","scripts/ops/legal_ir/run_incremental_autoencoders.py":"6a69fd04b7b00e4f9b30bba71499e51b5f1c7994397ee59674615a122e45213c"},"source_language":"en","training_purpose":"feature_pretraining","worker_storage_bytes":250000000},"record":{"record_id":"6e152995180da6b491be9cb404f65c2adcf3223dc864abdcb1a082732ee712b0","sample":{"citation":"40 U.S.C. \u00a7 3318","embedding_model":"thenlper/gte-small","embedding_vector":[0.005236189812421799,-0.06037410721182823,0.049331385642290115,0.020926378667354584,0.00684643629938364,0.022586315870285034,0.0720023438334465,0.022180845960974693,-0.006075514480471611,-0.01824330724775791,0.00031355817918665707,-0.05318879336118698,0.034838054329156876,0.018574608489871025,0.006977302022278309,-0.03177427873015404,-0.01997525617480278,0.02387773059308529,-0.04087172448635101,0.05455674231052399,0.08857577294111252,0.003130267607048154,-0.03447766229510307,-0.039551686495542526,0.0466737225651741,0.004873967729508877,-0.05507790297269821,0.011217053979635239,-0.057586971670389175,-0.16111987829208374,-0.007722805254161358,-0.05313834920525551,0.06443388760089874,-0.018567992374300957,-0.005796249955892563,-0.0525716170668602,0.01655811257660389,0.04689561575651169,-0.019910002127289772,0.054567184299230576,0.04076918959617615,0.02486129105091095,0.019567986950278282,-0.06441407650709152,-0.02230960689485073,0.017609065398573875,-0.019710173830389977,-0.001618947833776474,0.014229899272322655,-0.0570380836725235,0.04518062248826027,-0.041672635823488235,0.016336193308234215,0.06297991424798965,0.01625487208366394,0.04906618222594261,0.07820423692464828,-0.015885232016444206,0.04144573211669922,0.049719974398612976,0.035294316709041595,0.02707357332110405,-0.24459560215473175,0.08193980157375336,0.06972583383321762,0.034235816448926926,-0.03196170553565025,-0.03601459413766861,0.04799478501081467,0.05223090201616287,-0.02976279892027378,0.0158392321318388,-0.023684315383434296,-0.02264491654932499,0.039734579622745514,-0.03317898139357567,0.00048169156070798635,-0.01964796893298626,0.03738247975707054,0.011552432551980019,-0.061033204197883606,-0.04621732234954834,-0.01395407784730196,0.003341215429827571,-0.04410284012556076,-0.05959240719676018,-0.00944288820028305,-0.06584317982196808,0.020228056237101555,0.02762562967836857,-0.08662942051887512,-0.04356808960437775,-0.054626308381557465,0.01939246989786625,-0.04757233336567879,-0.022302260622382164,0.02340010181069374,0.005152774974703789,-0.03502880409359932,0.19164152443408966,-0.026898257434368134,-0.004488016478717327,-0.007164877839386463,-0.0011429574806243181,0.05601184070110321,-0.04061576724052429,0.019615838304162025,-0.008752604015171528,-0.041220735758543015,0.01820416934788227,-0.03569958359003067,-0.005117009859532118,0.04918377846479416,-0.063996821641922,0.041777145117521286,0.024404648691415787,0.0756981298327446,0.03085598535835743,-0.021542781963944435,0.012049452401697636,-0.0039195106364786625,0.0044621569104492664,0.019847428426146507,0.0057731326669454575,0.02578572742640972,-0.10042139887809753,0.07554689794778824,0.07768598943948746,0.022367462515830994,0.016674017533659935,0.02743656374514103,-0.04251332953572273,0.00036466881283558905,-0.019023243337869644,0.045014142990112305,-0.0033944693859666586,0.0022026279475539923,-0.014566744677722454,0.05876742675900459,-0.03491516038775444,-0.02231735922396183,-0.1314443051815033,-0.019369831308722496,-0.12502732872962952,-0.036851778626441956,0.1285294145345688,-0.05956093594431877,0.05862624943256378,-0.042006440460681915,0.004289266653358936,0.0026722413022071123,0.0650005117058754,-0.03918677940964699,-0.015362296253442764,0.03854704275727272,-0.011128703132271767,-0.014934663660824299,0.07474849373102188,-0.04133397713303566,-0.011083350516855717,0.03856155276298523,-0.03704836964607239,-0.032945290207862854,0.1098010241985321,-0.01870458945631981,-0.06141110882163048,-0.017364758998155594,0.001257505500689149,-0.0010303603485226631,-0.04808606207370758,0.024824192747473717,0.02087351866066456,-0.06021222099661827,0.043636348098516464,0.10663303732872009,0.002742817858234048,-0.020383238792419434,0.030835304409265518,-0.00856772530823946,0.03747617080807686,0.014750350266695023,-0.10262534022331238,-0.06173311173915863,0.010948100127279758,0.04887787252664566,-0.025921283289790154,-0.015709280967712402,-0.05625089630484581,0.06134996935725212,0.10068713873624802,-0.029334409162402153,0.06409549713134766,-0.055324848741292953,-0.020785335451364517,-0.03404398262500763,-0.007936966605484486,-0.003930969163775444,-0.0197236780077219,0.02912670560181141,-0.02131306566298008,0.04695359244942665,0.01089318934828043,-0.01691465824842453,0.04636084660887718,0.0182114876806736,0.04737645387649536,0.013431590981781483,-0.01155101414769888,0.015934133902192116,0.006309001240879297,-0.0453195795416832,0.040873199701309204,0.018351608887314796,-0.026795022189617157,-0.0046586948446929455,0.033078160136938095,0.01940695382654667,0.00934155099093914,0.039712440222501755,0.054998770356178284,0.041520413011312485,-0.01457117311656475,-0.04591790959239006,-0.20785866677761078,0.05498164892196655,-0.023161036893725395,-0.017838986590504646,0.008322631940245628,-0.0417562834918499,0.01843603514134884,-0.06676942110061646,-0.038673318922519684,0.021000893786549568,0.07607697695493698,-0.01887558028101921,-0.07379818707704544,0.08993612229824066,-0.02893819846212864,0.058927081525325775,-0.004996400326490402,-0.034543901681900024,-0.01019890047609806,-0.02862364426255226,0.01128760352730751,0.03728620335459709,-0.02508571930229664,-0.04034123197197914,0.03376039117574692,0.008137484081089497,0.19033370912075043,0.014052430167794228,0.03909456357359886,-0.024974435567855835,0.059394802898168564,0.009275546297430992,-0.046241842210292816,-0.13732706010341644,0.025742147117853165,0.04081206023693085,-0.048106785863637924,-0.005344221368432045,-0.03934274986386299,-0.0367840901017189,-0.04917387664318085,0.06856777518987656,-0.048493653535842896,-0.04636237397789955,0.04039960727095604,-0.037130553275346756,-0.026454245671629906,0.03183552250266075,-0.05551503598690033,0.01444313582032919,-0.016314823180437088,-0.05839560553431511,0.005251280497759581,0.052530206739902496,0.007408043369650841,-0.0038844337686896324,-0.053372710943222046,0.023433510214090347,-0.031928934156894684,0.05417972058057785,0.017157062888145447,-0.02935813181102276,0.0487053357064724,-0.04285290837287903,0.03100101463496685,0.014374879188835621,-0.06046194210648537,-0.028944378718733788,0.01199555303901434,-0.021502256393432617,-0.01701333373785019,0.09649872034788132,0.008652766235172749,-0.07602950185537338,0.07302100211381912,0.05128496140241623,-0.0018131061224266887,-0.010542705655097961,-0.05824211239814758,-0.03191336616873741,0.04150862246751785,-0.006851772777736187,-0.012028410099446774,0.02158433385193348,0.04543760046362877,0.014681239612400532,0.024324366822838783,-0.004512873478233814,0.030218642204999924,-0.04814688861370087,0.0025952057912945747,0.027918657287955284,-0.038307588547468185,-0.013406707905232906,0.020957140251994133,0.002969654044136405,-0.31279775500297546,0.03942267224192619,0.04735111817717552,-0.014813734218478203,-0.04232378676533699,0.002293395111337304,-0.01956574060022831,-0.012584530748426914,-0.06920403987169266,0.03393414244055748,0.01913025602698326,0.04338175803422928,0.028103753924369812,-0.00252565648406744,-0.00021304769325070083,0.01135878823697567,0.028027549386024475,0.026186034083366394,0.004920349922031164,-0.07988337427377701,0.04576151818037033,-0.004871721379458904,0.17765389382839203,-0.03109978511929512,0.02524145506322384,-0.008742475882172585,0.016988910734653473,0.062208473682403564,0.052583713084459305,-0.0031034417916089296,0.048610392957925797,0.04574230685830116,0.08878631144762039,-0.05777041241526604,0.05565110221505165,0.03610210865736008,-0.023543130606412888,0.015625201165676117,0.014221097342669964,-0.029651977121829987,-0.08426607400178909,-0.028113631531596184,-0.029817892238497734,-0.0017927694134414196,0.08638747036457062,-0.03507884964346886,-0.02886124886572361,-0.042110104113817215,0.04588707536458969,0.023850752040743828,-0.000514545536134392,-0.024034475907683372,-0.03810557723045349,-0.003006160957738757,0.040942370891571045,0.012055523693561554,0.0008384514367207885,-0.03174198418855667,-0.0808858722448349,-0.02240133471786976,0.008120935410261154,-0.0473669096827507,0.006387774832546711,0.0860908031463623,0.04811170697212219],"section":"3318","text":"\u00a7 3318. Lactation room in public buildings\n(a) Definitions .\u2014\nIn this section:\n(1) Appropriate authority .\u2014\nThe term \u201cappropriate authority\u201d means the head of a Federal agency, the Architect of the Capitol, or other official authority responsible for the operation of a public building.\n(2) Covered public building .\u2014\nThe term \u201ccovered public building\u201d means a public building (as defined in section 3301) that is open to the public and contains a public restroom, and includes a building listed in section 6301 or 5101.\n(3) Lactation room .\u2014\nThe term \u201clactation room\u201d means a hygienic place, other than a bathroom, that\u2014\n(A) is shielded from view;\n(B) is free from intrusion; and\n(C) contains a chair, a working surface, and, if the public building is otherwise supplied with electricity, an electrical outlet.\n\n(b) Lactation Room Required .\u2014\nExcept as provided in subsection (c), the appropriate authority of a covered public building shall ensure that the building contains a lactation room that is made available for use by members of the public to express breast milk.\n(c) Exceptions .\u2014\nA covered public building may be excluded from the requirement in subsection (b) at the discretion of the appropriate authority if\u2014\n(1) the public building\u2014\n(A) does not contain a lactation room for employees who work in the building; and\n(B) does not have a room that could be repurposed as a lactation room or a space that could be made private using portable materials, at a reasonable cost; or\n\n(2) new construction would be required to create a lactation room in the public building and the cost of such construction is unfeasible.\n\n(d) No Unauthorized Entry .\u2014\nNothing in this section shall be construed to authorize an individual to enter a public building or portion thereof that the individual is not otherwise authorized to enter.","title":"40"},"source_span_id":"local-content:4df5a4cb7d1dc66c2874bcf48608fa81d9cbee69bc471c36f60cbf0b314c84b9","source_text_sha256":"733e94101d6c703ebc80db262fe2c796df1534f85c8fd61ff7f1385ed49d15c1","text":"\u00a7 3318. Lactation room in public buildings\n(a) Definitions .\u2014\nIn this section:\n(1) Appropriate authority .\u2014\nThe term \u201cappropriate authority\u201d means the head of a Federal agency, the Architect of the Capitol, or other official authority responsible for the operation of a public building.\n(2) Covered public building .\u2014\nThe term \u201ccovered public building\u201d means a public building (as defined in section 3301) that is open to the public and contains a public restroom, and includes a building listed in section 6301 or 5101.\n(3) Lactation room .\u2014\nThe term \u201clactation room\u201d means a hygienic place, other than a bathroom, that\u2014\n(A) is shielded from view;\n(B) is free from intrusion; and\n(C) contains a chair, a working surface, and, if the public building is otherwise supplied with electricity, an electrical outlet.\n\n(b) Lactation Room Required .\u2014\nExcept as provided in subsection (c), the appropriate authority of a covered public building shall ensure that the building contains a lactation room that is made available for use by members of the public to express breast milk.\n(c) Exceptions .\u2014\nA covered public building may be excluded from the requirement in subsection (b) at the discretion of the appropriate authority if\u2014\n(1) the public building\u2014\n(A) does not contain a lactation room for employees who work in the building; and\n(B) does not have a room that could be repurposed as a lactation room or a space that could be made private using portable materials, at a reasonable cost; or\n\n(2) new construction would be required to create a lactation room in the public building and the cost of such construction is unfeasible.\n\n(d) No Unauthorized Entry .\u2014\nNothing in this section shall be construed to authorize an individual to enter a public building or portion thereof that the individual is not otherwise authorized to enter."},"result_repository":"justicedao/uscode-autoformal-span-cache","run_id":"span-attempt-5fe6d32b1301171e418fd681c6e32178849fa823827a2237dfb902b5f64eb643","schema":"autoencoder-shared-span-campaign-v1","source_observation":{"artifact":{"bytes":12374,"sha256":"ee2a956beb07a98116522c95b9784b6ce600695c95b9bd64cda9dd136fb0de61"},"hub_locators":[],"locator_count":0,"locators_truncated":false,"observation_count":0,"source_authority_authenticated":false},"variant_id":"span-campaign-44e2339bd6d55ba3d8756f0ffcb474b4","work_id":"span-122915800ae0fa7804dcae9022cf7b5107642d6481d264002131f967e651c4ee","worker_id":"worker-b"},"assignment_sha256":"32bdc2754af171882685bbcca40876178f673070abdb7410f581279625baa239","autoencoder_config":{"compute_device":"python"},"base_artifact":{"bytes":3800512,"sha256":"c424e8bb78492901de916116ca59c6bb58ef48adb992eeac6de2bedd6cb6f0d1"},"candidate_artifact":{"bytes":5555747,"sha256":"429d8667e9593d01f9dba2149e163fdfd05cbe6f6d274bc16ee2b7c1ab5a5d62"},"candidate_version_id":"sha256:1b55c5641954892c9bc3cef451dde793a4983031006da3b35fb7c60600456ef8","completion":{"admitted":false,"base_version_id":"sha256:00ee7afecdb9dba74897c79c769fb53c81db7aa16f0603cc99ad30d74b185b4a","batch_id":"4e736a9fbbfa39f2d033502556c3db846a518d205ff3d3c15e805ab4d56adf7b","bridge_names":["modal_frame_logic","deontic_norms","fol_tdfol","cec_dcec","external_prover_router"],"candidate_version_id":"sha256:1b55c5641954892c9bc3cef451dde793a4983031006da3b35fb7c60600456ef8","feature_evidence_artifact":{"bytes":1670,"sha256":"8dbc4b23ef6d07e0f2c027c4b872e5e0ca12d3e3720758507541bba8bfcbaca6"},"feature_status":"updated","formalized":false,"global_holdout_verified":false,"heldout_canary":false,"lake_executed":false,"lane_index":0,"legal_ir_evaluate_provers":false,"legal_ir_parallel_workers":1,"metric_disk_cache":0,"next_base_version_id":"sha256:1b55c5641954892c9bc3cef451dde793a4983031006da3b35fb7c60600456ef8","optimizer_accepted_epochs":3,"policy":"raw-decoder-and-shared-ir-private-candidates/v1","promotion_performed":false,"publication_performed":false,"qualified":false,"raw_tuning_metrics":{"after":{"embedding_cosine_similarity":0.7950826793526147,"legal_ir_target_count":2,"reconstruction_loss":0.002010686986904334},"before":{"embedding_cosine_similarity":0.660601431642382,"legal_ir_target_count":2,"reconstruction_loss":0.0022176132200311624}},"result":{"admitted":false,"arrow_feature_weights_artifact":null,"base_checkpoint_chain_depth":0,"base_checkpoint_load_seconds":0.02382336906157434,"base_checkpoint_replayed_patch_bytes":0,"base_materialized_checkpoint":{"bytes":3800512,"sha256":"c424e8bb78492901de916116ca59c6bb58ef48adb992eeac6de2bedd6cb6f0d1"},"bridge_names":["modal_frame_logic","deontic_norms","fol_tdfol","cec_dcec","external_prover_router"],"bridge_status":"active","caller_identity_labels_verified":false,"candidate_chain_depth_before_compaction":1,"candidate_cumulative_patch_bytes_before_compaction":13371213,"candidate_materialized_checkpoint":{"bytes":5555747,"sha256":"429d8667e9593d01f9dba2149e163fdfd05cbe6f6d274bc16ee2b7c1ab5a5d62"},"candidate_serialization_seconds":0.0847804679069668,"candidate_storage":"sparse","checkpoint_anchor":{"bytes":5555747,"sha256":"429d8667e9593d01f9dba2149e163fdfd05cbe6f6d274bc16ee2b7c1ab5a5d62"},"checkpoint_chain_depth":0,"checkpoint_cumulative_patch_bytes":0,"checkpoint_dependencies":[],"checkpoint_storage":"full_json","corpus_manifest_artifact":null,"corpus_source_artifacts":[],"corpus_verification":{"dataset_and_split_identity_verified":false,"frontend":"legacy_us_code","global_holdout_verified":false,"verification_mode":"legacy_unverified"},"corpus_verification_seconds":2.5120098143815994e-06,"dataset_and_split_identity_verified":false,"execution_mode":"native_training","heldout_canary_qualified":false,"job_spec_sha256":"8766feee819dacc8787dcbdb3a5c6b3bd57ac363c606eb5850eef92a134dc52a","legal_ir_evaluate_provers":false,"legal_ir_parallel_workers":1,"legal_ir_target_count":2,"metric_disk_cache":0,"optimizer_accepted_epochs":3,"process_cache_initially_empty":true,"process_target_cache_initial_entries":0,"profile_projection":true,"promotion_performed":false,"sample_count":1,"shared_target_count":3,"shared_target_status_counts":{"ready":3},"shared_targets_verified":true,"source_manifest_verified":true,"sparse_acceptance_assignment":{"attempt":1,"fence":1,"owner_generation":1,"run_id":"incremental-4f51567838d097afbb922e8cd5da96a2ab1690a7cf6c228adbaa39f5fe04ee1d","worker_id":"autoencoder:5b8fc9a64245:1"},"sparse_compaction_performed":true,"sparse_compaction_policy":{"max_depth":8,"max_patch_fraction":0.5},"sparse_compaction_reasons":["patch_fraction"],"sparse_patch_artifacts":[{"bytes":4457202,"sha256":"9b7bec98a83e0658c0c3424e01124a70993e7a6929a355e78f411bdc34d90193"},{"bytes":4457005,"sha256":"38ca77311042f7800135935f9d3b08d0e34e597e6a1d0c4558e1baaad21a169b"},{"bytes":4457006,"sha256":"23480536ee70d899431af080e5d3658b229b769df8f07bb04d9aa208aee9cd63"}],"sparse_patch_bytes":13371213,"sparse_replay_seconds":2.2171179039869457,"sparse_replay_verified":true,"stopped_reason":"None","target_load_seconds":5.773887051036581,"target_reduction":{"applied":false,"hash_seconds":0.0,"initialization_seconds":0.0,"memory_after":null,"memory_before":null,"original_target_count":3,"policy":"worker_private_native_targets_v1","preparation_seconds":0.0,"prepared_target_count":0,"release_seconds":0.0,"requested":false,"skip_reason":"not_requested","total_seconds":0.0,"validation_authority":false},"target_shard_max_bytes":268435456,"target_snapshot_id":"sha256:0fc39d2345417df69c14ebf0fe8763298ebefee05c204f4b8e7372e995471cf4","training_seconds":18.110529002035037,"use_sample_memory":false,"validation_mode":"holdout","validation_sample_count":2,"weight_storage":"private_json","worker_candidate_artifact":{"bytes":1224,"sha256":"2b95102e754c00b9db0d55eda6b9195d801e8ccbc14d071e3bf4f8d49804b37c"},"worker_elapsed_seconds":24.88588594715111,"worker_receipt_artifact":{"bytes":304423,"sha256":"f903345852775f66a1ad822356f660c9eb01de9987d590c9d0d5eca0fa8b2da2"}},"run_id":"incremental-4f51567838d097afbb922e8cd5da96a2ab1690a7cf6c228adbaa39f5fe04ee1d","schema_version":"autoencoder-feature-pretraining/v1","semantic_qualification_status":"deferred_not_evaluated","source_repair_submitted":false,"target_snapshot_id":"sha256:0fc39d2345417df69c14ebf0fe8763298ebefee05c204f4b8e7372e995471cf4","use_sample_memory":false,"validation_role":"repeated_selection_tuning","worker_receipt_artifact":{"bytes":304423,"sha256":"f903345852775f66a1ad822356f660c9eb01de9987d590c9d0d5eca0fa8b2da2"}},"disposition":"feature_updated","feature_evidence":{"admitted":false,"base_version_id":"sha256:00ee7afecdb9dba74897c79c769fb53c81db7aa16f0603cc99ad30d74b185b4a","batch_id":"4e736a9fbbfa39f2d033502556c3db846a518d205ff3d3c15e805ab4d56adf7b","bridge_names":["modal_frame_logic","deontic_norms","fol_tdfol","cec_dcec","external_prover_router"],"candidate_version_id":"sha256:1b55c5641954892c9bc3cef451dde793a4983031006da3b35fb7c60600456ef8","feature_evidence_artifact":{"bytes":1670,"sha256":"8dbc4b23ef6d07e0f2c027c4b872e5e0ca12d3e3720758507541bba8bfcbaca6"},"feature_status":"updated","formalized":false,"global_holdout_verified":false,"heldout_canary":false,"lake_executed":false,"lane_index":0,"legal_ir_evaluate_provers":false,"legal_ir_parallel_workers":1,"metric_disk_cache":0,"next_base_version_id":"sha256:1b55c5641954892c9bc3cef451dde793a4983031006da3b35fb7c60600456ef8","optimizer_accepted_epochs":3,"policy":"raw-decoder-and-shared-ir-private-candidates/v1","promotion_performed":false,"publication_performed":false,"qualified":false,"raw_tuning_metrics":{"after":{"embedding_cosine_similarity":0.7950826793526147,"legal_ir_target_count":2,"reconstruction_loss":0.002010686986904334},"before":{"embedding_cosine_similarity":0.660601431642382,"legal_ir_target_count":2,"reconstruction_loss":0.0022176132200311624}},"run_id":"incremental-4f51567838d097afbb922e8cd5da96a2ab1690a7cf6c228adbaa39f5fe04ee1d","schema_version":"autoencoder-feature-pretraining/v1","semantic_qualification_status":"deferred_not_evaluated","source_repair_submitted":false,"target_snapshot_id":"sha256:0fc39d2345417df69c14ebf0fe8763298ebefee05c204f4b8e7372e995471cf4","use_sample_memory":false,"validation_role":"repeated_selection_tuning","worker_receipt_artifact":{"bytes":304423,"sha256":"f903345852775f66a1ad822356f660c9eb01de9987d590c9d0d5eca0fa8b2da2"}},"formalized":false,"lake_executed":false,"promotion_performed":false,"qualified":false,"schema":"autoencoder-feature-attempt/v1","source_provenance":{"canonical_artifact":{"bytes":3800512,"sha256":"c424e8bb78492901de916116ca59c6bb58ef48adb992eeac6de2bedd6cb6f0d1"},"canonical_generation":2,"canonical_version_id":"sha256:33f113c0ff96364b9476ace991eb48eaa707b2026bf1638b0a41db87cd557f20","feature_input_binding":{"admitted":false,"embedding_production_artifact":{"bytes":78770,"sha256":"f1caf727d3e8e7822535c398af15895d342ef6f4541129edd191e11878c55d28"},"formalized":false,"global_holdout_verified":false,"heldout_canary":false,"lake_executed":false,"local_embedding_verification":true,"model":{"dimension":384,"model_id":"thenlper/gte-small","revision":"17e1f347d17fe144873b1201da91788898c639cd"},"promotion_performed":false,"qualified":false,"roles":{"training":{"artifact":{"bytes":20686,"sha256":"4888ff9b36af09b2b1d980a2d4cf44b564d73fa4d55578d5b2145a82e1c42300"},"count":2,"input_ids_sha256":"c74f7579af69216b149d657fe21c68272578cfcfe869f9c0fc1ab3516030bd97"},"validation":{"artifact":{"bytes":18196,"sha256":"a799ac706c35565ecb11bebfba696a65f40d0379c64eb940a829ee8b56f9512e"},"count":2,"input_ids_sha256":"be30bfa0804fad4c82f4743e6adcaeeff88f5a483a11cfdd145811b5a161bded"}},"schema":"autoencoder-distributed-features/v1","selected_training_validation_disjoint":true,"shared_target_artifact":{"bytes":14363360,"sha256":"1b4c12e53a3830f0b31d927aad7700387a45f1d9a91f82ddaf1cec40b6a0544e"},"source_artifact_count":4,"source_artifacts_sha256":"343491891a2a98fd81c7e1edf287d4e530302a21a6e1fdc02d64a13acb959e8a","target_shard_max_bytes":268435456,"target_snapshot_id":"sha256:0fc39d2345417df69c14ebf0fe8763298ebefee05c204f4b8e7372e995471cf4","target_timeout_seconds":60.0,"training_samples_sha256":"794fb5e2f846aa2edc67bea3967e205d0ebbe4f683f436f6d649b079b2c3fd13","validation_samples_sha256":"3958f72f5f5b466216230ead676f1178fcdbdba963de07cba2e6325c81831f88"},"source_identity":{"JevOps/jevops/statement_lock.py":"dc377f8359cac300023e225d694494ea631943298c44667ec44e1352de1e6237","ipfs_datasets_py/duckdb_control/autoencoder_quack.py":"fe4890f7390ebdfb4e7f55db1e5709f581583d4d6ab6f87e7330bb43ef608df9","ipfs_datasets_py/duckdb_control/autoencoder_quack_wire.py":"603ffe64394b6d1824296dc3704947e08d93283b6513cb65eb609de33c1bbad3","ipfs_datasets_py/duckdb_control/autoencoder_registry.py":"0333ce963cf85f2843e0662db431e0554f0c449be20387f0badd909bc5d7840f","ipfs_datasets_py/duckdb_control/autoencoder_shared_weight_control.py":"fd1b034799e8213d222d7ea6b0c552774bd80d475b44204c14f8bf717927ed34","ipfs_datasets_py/duckdb_control/autoencoder_span_campaign.py":"5a033f7c5438ec81418f54f232da39b9377efc5f35fbc1c486af8b64f996edf8","ipfs_datasets_py/huggingface/autoencoder_incremental.py":"1241fa56b741b802d1c615b318db6cb703e20ea7ec5e8e5aaa8c85edaf8ab06d","ipfs_datasets_py/huggingface/autoencoder_incremental_download.py":"fba4cffaecf26ba008b39f7dbc24bde70bd96220eaa827e6d60a8521fa596be5","ipfs_datasets_py/huggingface/autoencoder_span_attempts.py":"ef1fb9f245279e92de0c4e46a4ef01993fe7dffde0b64e05d31630372a8f562c","ipfs_datasets_py/logic/TDFOL/tdfol_core.py":"67be350d1fb0422a64ab040349b2d51c4008fbeeb8b59a99b8901d681d7d71c7","ipfs_datasets_py/logic/TDFOL/tdfol_parser.py":"8e1f8885be6dc2a7d692ecdf0364ccc4d01692c38c81137775d9d222d8b8d9d3","ipfs_datasets_py/logic/autoformal/__init__.py":"81d9f1553f7b4bbd0771aedc057377d3690d00249cabbdd381cee075bb26d5ca","ipfs_datasets_py/logic/autoformal/family_qualification.py":"6df7456a31e369f81140d5055c01b03765420e9fff829ce7e9184b12208d7c87","ipfs_datasets_py/logic/autoformal/semantic_integrity.py":"c755f98a629c13c24d6b44c7fe146da65914ae2fbeb9c70f2e38fabd37ef1507","ipfs_datasets_py/logic/autoformal/span_cache_feed.py":"157e063c0b8a8a90e3d89919a7ac8072fc880af96bfd720894a487c22939771e","ipfs_datasets_py/logic/autoformal/tree_pin.py":"587165942fb06ea9effc836b555e0ac0606c5876b013a374a1e76d25ee069e4d","ipfs_datasets_py/logic/backends/results.py":"afda793472d3a6ba13f20bee13a992bfce68177388bdf338548157a5aa201458","ipfs_datasets_py/logic/backends/toolchain_roles.py":"1f5ffbf35e9171b77474da7fb7a1eeb91579a3d09fc0f99d480abfd49aaaf3e0","ipfs_datasets_py/logic/deontic/decoder.py":"051a5e7a98ef2cf8a63326218cebeabcca2c528f6839a1a3cb11756ee7c1aab9","ipfs_datasets_py/logic/deontic/formula_builder.py":"dc53e7c4875a2afa98e100177c0d70e224e1945048f18993333f72c313529109","ipfs_datasets_py/logic/deontic/ir.py":"a6bafa2aa4b1e8d9c368d4c4354e56b924888d43eb1f817c11058767f17f3416","ipfs_datasets_py/logic/deontic/prover_syntax.py":"1946190c1d1ec8e8ea659c0d7c9a0a8da29f2f6b0aca8326193a95a57deaad31","ipfs_datasets_py/logic/ir_core/claims.py":"282cdd3a6ba18a90079886337d360bae44da172748faa3ad2715d2071070de3b","ipfs_datasets_py/logic/legal_ir/canonical_contracts.py":"d66ecfaa2c967cda40a1cf4b82936a34039e38ccdb3044468697a4f90af2844b","ipfs_datasets_py/logic/legal_ir/canonical_roundtrip.py":"7ab374e2f40b2ded4f3a0612fea03532a40cd03d43798a6585a2ddae4c537c6e","ipfs_datasets_py/logic/modal/decompiler.py":"04959738f30dd88243f5f54b6b4d42957ba21d8e97e000e96c4121daee86dbce","ipfs_datasets_py/logic/parsers/event_calculus.py":"8bd7217febef6daf86f76bae7e03ab0cbf7eb22a1b64f3040fd26a3d2ebfc390","ipfs_datasets_py/logic/parsers/flogic.py":"85ac4353d2bd15fee7cfcf345a4f7afe33d27baca49b1b273f08a217298d1bb7","ipfs_datasets_py/logic/parsers/legacy_modal.py":"7b18812ea6fcba8b65ed7dc5c3407e0ad06ac9760c5c66441e9677463f9eb66e","ipfs_datasets_py/logic/parsers/modal.py":"3131ff1dd516ebdf52071215c2c7983f9cf317d86bb138ff9437faae9b227942","ipfs_datasets_py/logic/syntax_core/algebra.py":"d3587e2270943167ebef226e03cbd70cfc8888d936647670a21cfa514240e6b7","ipfs_datasets_py/logic/syntax_core/ast.py":"4709513f18ab270858fe9595d88a847ddc52092606c52c7802947abed1ab9ac4","ipfs_datasets_py/logic/syntax_core/contracts.py":"ce6d49e05ca2b09a84a3125ed6ad4c4aae4adf2c5943d3a4fd4eeeb057b444a8","ipfs_datasets_py/logic/syntax_core/signatures.py":"49dd4fb0096661a05a15f056eb57248349e2b4e0b02e83239f36db36788c75bf","ipfs_datasets_py/optimizers/logic_theorem_optimizer/autoencoder_candidate_qualification.py":"0ecba6ffffa24804417d9d834192e53c71edf62d780169134615ac82d6db3674","ipfs_datasets_py/optimizers/logic_theorem_optimizer/autoencoder_capacity.py":"d9cc2cd5393b7dfb52728d6140afcaae77469c179ff06c0fafbdf5e6aec04b77","ipfs_datasets_py/optimizers/logic_theorem_optimizer/autoencoder_daemon_resources.py":"15fcce3aba498e502b3c98122e33a748028d6e042795ac101f65a2c5ec3b0475","ipfs_datasets_py/optimizers/logic_theorem_optimizer/autoencoder_distributed_features.py":"9736086f12c31bd065415a8f99f58b2daaa424ad1345a1adfe533a97de28db24","ipfs_datasets_py/optimizers/logic_theorem_optimizer/autoencoder_distributed_training.py":"4cf2a9b8098824c7d3e8efe299bf3f2c9cf0025d6c3abdb0abe5dfb1c627e050","ipfs_datasets_py/optimizers/logic_theorem_optimizer/autoencoder_feature_exchange.py":"ed83db190abb0284bc4ed33badf00ecc8c401a81ded452001b46452e81a73b09","ipfs_datasets_py/optimizers/logic_theorem_optimizer/autoencoder_feature_inputs.py":"53816d96b25822801029361ec90055a56081cefb3299d7fce5969c7740e7b1cf","ipfs_datasets_py/optimizers/logic_theorem_optimizer/autoencoder_feature_training.py":"d5515f8bd4ff2b426cc80ea964fb6fed8383ee5c8bd152e039df5c27f8ee55ae","ipfs_datasets_py/optimizers/logic_theorem_optimizer/autoencoder_incremental_training.py":"0f76f56a53d67867f2447ef97f63d05db2cce80aaf32c46ef662b64cff398fd2","ipfs_datasets_py/optimizers/logic_theorem_optimizer/autoencoder_inference.py":"73fca445ce821d5022f0eb67f9fa7c6cef490bb2d4b933e6ff91855e8b7761bd","ipfs_datasets_py/optimizers/logic_theorem_optimizer/autoencoder_native_pool.py":"04f29da03f937dfee7ecfcb621980240c014754abe55f71a2c1ef8338ba715bb","ipfs_datasets_py/optimizers/logic_theorem_optimizer/autoencoder_paths.py":"63a68be07b1d015f92d8d5c3888517846bdf987aa2a1db4b45aa58559fcd8e8a","ipfs_datasets_py/optimizers/logic_theorem_optimizer/autoencoder_qualification_pool.py":"e18918579ca60f42f99caaebb5697e92b31014c72e97d0f3d4ce851d2c52ac45","ipfs_datasets_py/optimizers/logic_theorem_optimizer/autoencoder_qualified_training.py":"bdad812f4cdd8da982a923aadba35438d7c5a005433228b317a535757f9487c7","ipfs_datasets_py/optimizers/logic_theorem_optimizer/autoencoder_training_coordinator.py":"8a08373adbc84a3382ded6a05e1ce67a42ba6969bcc31a99cbdf10d49bc45528","ipfs_datasets_py/optimizers/logic_theorem_optimizer/modal_autoencoder_adaptive_optimizer.py":"dcd3a885820e7985ebec458a80325fe00d4d50656cf5827a828dd9cb45eb2524","native:autoencoder":"af33421f46977e1f2bbd4cead4d315954efac5d5827bb44b039107045e8f724b","native:compiler":"9980c3699a2407d360e8a2feedab575a4d4f5b3462ddf0ed761143f22ef61ea5","native:decompiler":"26b4e2e2d5d55b41ebae245b7d236bf1612c020a1d469df8bd747f83e982dfdc","native:parser":"71daafa62c800a10db3ea7ddc948997b2a119012e9444d5007bdbd3b67487822","native:samples":"e46d794d38971343d8f3aed68fb224e5b44292cf9f4b8c973dedc20db5651b87","native:worker":"bde3bd327df59f2e7557eac8aa2e0989ceb1128bc39918bf8cf46011e7bd9415","scripts/ops/legal_ir/run_distributed_autoencoders.py":"ce3532a8922c7924a93f4a26f8ca81177904a2b31592ec2e499eb8e675a751b4","scripts/ops/legal_ir/run_incremental_autoencoders.py":"6a69fd04b7b00e4f9b30bba71499e51b5f1c7994397ee59674615a122e45213c"},"source_observation":{"artifact":{"bytes":12374,"sha256":"ee2a956beb07a98116522c95b9784b6ce600695c95b9bd64cda9dd136fb0de61"},"hub_locators":[],"locator_count":0,"locators_truncated":false,"observation_count":0,"source_authority_authenticated":false},"source_record":{"record_id":"6e152995180da6b491be9cb404f65c2adcf3223dc864abdcb1a082732ee712b0","sample":{"citation":"40 U.S.C. \u00a7 3318","embedding_model":"thenlper/gte-small","embedding_vector":[0.005236189812421799,-0.06037410721182823,0.049331385642290115,0.020926378667354584,0.00684643629938364,0.022586315870285034,0.0720023438334465,0.022180845960974693,-0.006075514480471611,-0.01824330724775791,0.00031355817918665707,-0.05318879336118698,0.034838054329156876,0.018574608489871025,0.006977302022278309,-0.03177427873015404,-0.01997525617480278,0.02387773059308529,-0.04087172448635101,0.05455674231052399,0.08857577294111252,0.003130267607048154,-0.03447766229510307,-0.039551686495542526,0.0466737225651741,0.004873967729508877,-0.05507790297269821,0.011217053979635239,-0.057586971670389175,-0.16111987829208374,-0.007722805254161358,-0.05313834920525551,0.06443388760089874,-0.018567992374300957,-0.005796249955892563,-0.0525716170668602,0.01655811257660389,0.04689561575651169,-0.019910002127289772,0.054567184299230576,0.04076918959617615,0.02486129105091095,0.019567986950278282,-0.06441407650709152,-0.02230960689485073,0.017609065398573875,-0.019710173830389977,-0.001618947833776474,0.014229899272322655,-0.0570380836725235,0.04518062248826027,-0.041672635823488235,0.016336193308234215,0.06297991424798965,0.01625487208366394,0.04906618222594261,0.07820423692464828,-0.015885232016444206,0.04144573211669922,0.049719974398612976,0.035294316709041595,0.02707357332110405,-0.24459560215473175,0.08193980157375336,0.06972583383321762,0.034235816448926926,-0.03196170553565025,-0.03601459413766861,0.04799478501081467,0.05223090201616287,-0.02976279892027378,0.0158392321318388,-0.023684315383434296,-0.02264491654932499,0.039734579622745514,-0.03317898139357567,0.00048169156070798635,-0.01964796893298626,0.03738247975707054,0.011552432551980019,-0.061033204197883606,-0.04621732234954834,-0.01395407784730196,0.003341215429827571,-0.04410284012556076,-0.05959240719676018,-0.00944288820028305,-0.06584317982196808,0.020228056237101555,0.02762562967836857,-0.08662942051887512,-0.04356808960437775,-0.054626308381557465,0.01939246989786625,-0.04757233336567879,-0.022302260622382164,0.02340010181069374,0.005152774974703789,-0.03502880409359932,0.19164152443408966,-0.026898257434368134,-0.004488016478717327,-0.007164877839386463,-0.0011429574806243181,0.05601184070110321,-0.04061576724052429,0.019615838304162025,-0.008752604015171528,-0.041220735758543015,0.01820416934788227,-0.03569958359003067,-0.005117009859532118,0.04918377846479416,-0.063996821641922,0.041777145117521286,0.024404648691415787,0.0756981298327446,0.03085598535835743,-0.021542781963944435,0.012049452401697636,-0.0039195106364786625,0.0044621569104492664,0.019847428426146507,0.0057731326669454575,0.02578572742640972,-0.10042139887809753,0.07554689794778824,0.07768598943948746,0.022367462515830994,0.016674017533659935,0.02743656374514103,-0.04251332953572273,0.00036466881283558905,-0.019023243337869644,0.045014142990112305,-0.0033944693859666586,0.0022026279475539923,-0.014566744677722454,0.05876742675900459,-0.03491516038775444,-0.02231735922396183,-0.1314443051815033,-0.019369831308722496,-0.12502732872962952,-0.036851778626441956,0.1285294145345688,-0.05956093594431877,0.05862624943256378,-0.042006440460681915,0.004289266653358936,0.0026722413022071123,0.0650005117058754,-0.03918677940964699,-0.015362296253442764,0.03854704275727272,-0.011128703132271767,-0.014934663660824299,0.07474849373102188,-0.04133397713303566,-0.011083350516855717,0.03856155276298523,-0.03704836964607239,-0.032945290207862854,0.1098010241985321,-0.01870458945631981,-0.06141110882163048,-0.017364758998155594,0.001257505500689149,-0.0010303603485226631,-0.04808606207370758,0.024824192747473717,0.02087351866066456,-0.06021222099661827,0.043636348098516464,0.10663303732872009,0.002742817858234048,-0.020383238792419434,0.030835304409265518,-0.00856772530823946,0.03747617080807686,0.014750350266695023,-0.10262534022331238,-0.06173311173915863,0.010948100127279758,0.04887787252664566,-0.025921283289790154,-0.015709280967712402,-0.05625089630484581,0.06134996935725212,0.10068713873624802,-0.029334409162402153,0.06409549713134766,-0.055324848741292953,-0.020785335451364517,-0.03404398262500763,-0.007936966605484486,-0.003930969163775444,-0.0197236780077219,0.02912670560181141,-0.02131306566298008,0.04695359244942665,0.01089318934828043,-0.01691465824842453,0.04636084660887718,0.0182114876806736,0.04737645387649536,0.013431590981781483,-0.01155101414769888,0.015934133902192116,0.006309001240879297,-0.0453195795416832,0.040873199701309204,0.018351608887314796,-0.026795022189617157,-0.0046586948446929455,0.033078160136938095,0.01940695382654667,0.00934155099093914,0.039712440222501755,0.054998770356178284,0.041520413011312485,-0.01457117311656475,-0.04591790959239006,-0.20785866677761078,0.05498164892196655,-0.023161036893725395,-0.017838986590504646,0.008322631940245628,-0.0417562834918499,0.01843603514134884,-0.06676942110061646,-0.038673318922519684,0.021000893786549568,0.07607697695493698,-0.01887558028101921,-0.07379818707704544,0.08993612229824066,-0.02893819846212864,0.058927081525325775,-0.004996400326490402,-0.034543901681900024,-0.01019890047609806,-0.02862364426255226,0.01128760352730751,0.03728620335459709,-0.02508571930229664,-0.04034123197197914,0.03376039117574692,0.008137484081089497,0.19033370912075043,0.014052430167794228,0.03909456357359886,-0.024974435567855835,0.059394802898168564,0.009275546297430992,-0.046241842210292816,-0.13732706010341644,0.025742147117853165,0.04081206023693085,-0.048106785863637924,-0.005344221368432045,-0.03934274986386299,-0.0367840901017189,-0.04917387664318085,0.06856777518987656,-0.048493653535842896,-0.04636237397789955,0.04039960727095604,-0.037130553275346756,-0.026454245671629906,0.03183552250266075,-0.05551503598690033,0.01444313582032919,-0.016314823180437088,-0.05839560553431511,0.005251280497759581,0.052530206739902496,0.007408043369650841,-0.0038844337686896324,-0.053372710943222046,0.023433510214090347,-0.031928934156894684,0.05417972058057785,0.017157062888145447,-0.02935813181102276,0.0487053357064724,-0.04285290837287903,0.03100101463496685,0.014374879188835621,-0.06046194210648537,-0.028944378718733788,0.01199555303901434,-0.021502256393432617,-0.01701333373785019,0.09649872034788132,0.008652766235172749,-0.07602950185537338,0.07302100211381912,0.05128496140241623,-0.0018131061224266887,-0.010542705655097961,-0.05824211239814758,-0.03191336616873741,0.04150862246751785,-0.006851772777736187,-0.012028410099446774,0.02158433385193348,0.04543760046362877,0.014681239612400532,0.024324366822838783,-0.004512873478233814,0.030218642204999924,-0.04814688861370087,0.0025952057912945747,0.027918657287955284,-0.038307588547468185,-0.013406707905232906,0.020957140251994133,0.002969654044136405,-0.31279775500297546,0.03942267224192619,0.04735111817717552,-0.014813734218478203,-0.04232378676533699,0.002293395111337304,-0.01956574060022831,-0.012584530748426914,-0.06920403987169266,0.03393414244055748,0.01913025602698326,0.04338175803422928,0.028103753924369812,-0.00252565648406744,-0.00021304769325070083,0.01135878823697567,0.028027549386024475,0.026186034083366394,0.004920349922031164,-0.07988337427377701,0.04576151818037033,-0.004871721379458904,0.17765389382839203,-0.03109978511929512,0.02524145506322384,-0.008742475882172585,0.016988910734653473,0.062208473682403564,0.052583713084459305,-0.0031034417916089296,0.048610392957925797,0.04574230685830116,0.08878631144762039,-0.05777041241526604,0.05565110221505165,0.03610210865736008,-0.023543130606412888,0.015625201165676117,0.014221097342669964,-0.029651977121829987,-0.08426607400178909,-0.028113631531596184,-0.029817892238497734,-0.0017927694134414196,0.08638747036457062,-0.03507884964346886,-0.02886124886572361,-0.042110104113817215,0.04588707536458969,0.023850752040743828,-0.000514545536134392,-0.024034475907683372,-0.03810557723045349,-0.003006160957738757,0.040942370891571045,0.012055523693561554,0.0008384514367207885,-0.03174198418855667,-0.0808858722448349,-0.02240133471786976,0.008120935410261154,-0.0473669096827507,0.006387774832546711,0.0860908031463623,0.04811170697212219],"section":"3318","text":"\u00a7 3318. Lactation room in public buildings\n(a) Definitions .\u2014\nIn this section:\n(1) Appropriate authority .\u2014\nThe term \u201cappropriate authority\u201d means the head of a Federal agency, the Architect of the Capitol, or other official authority responsible for the operation of a public building.\n(2) Covered public building .\u2014\nThe term \u201ccovered public building\u201d means a public building (as defined in section 3301) that is open to the public and contains a public restroom, and includes a building listed in section 6301 or 5101.\n(3) Lactation room .\u2014\nThe term \u201clactation room\u201d means a hygienic place, other than a bathroom, that\u2014\n(A) is shielded from view;\n(B) is free from intrusion; and\n(C) contains a chair, a working surface, and, if the public building is otherwise supplied with electricity, an electrical outlet.\n\n(b) Lactation Room Required .\u2014\nExcept as provided in subsection (c), the appropriate authority of a covered public building shall ensure that the building contains a lactation room that is made available for use by members of the public to express breast milk.\n(c) Exceptions .\u2014\nA covered public building may be excluded from the requirement in subsection (b) at the discretion of the appropriate authority if\u2014\n(1) the public building\u2014\n(A) does not contain a lactation room for employees who work in the building; and\n(B) does not have a room that could be repurposed as a lactation room or a space that could be made private using portable materials, at a reasonable cost; or\n\n(2) new construction would be required to create a lactation room in the public building and the cost of such construction is unfeasible.\n\n(d) No Unauthorized Entry .\u2014\nNothing in this section shall be construed to authorize an individual to enter a public building or portion thereof that the individual is not otherwise authorized to enter.","title":"40"},"source_span_id":"local-content:4df5a4cb7d1dc66c2874bcf48608fa81d9cbee69bc471c36f60cbf0b314c84b9","source_text_sha256":"733e94101d6c703ebc80db262fe2c796df1534f85c8fd61ff7f1385ed49d15c1","text":"\u00a7 3318. Lactation room in public buildings\n(a) Definitions .\u2014\nIn this section:\n(1) Appropriate authority .\u2014\nThe term \u201cappropriate authority\u201d means the head of a Federal agency, the Architect of the Capitol, or other official authority responsible for the operation of a public building.\n(2) Covered public building .\u2014\nThe term \u201ccovered public building\u201d means a public building (as defined in section 3301) that is open to the public and contains a public restroom, and includes a building listed in section 6301 or 5101.\n(3) Lactation room .\u2014\nThe term \u201clactation room\u201d means a hygienic place, other than a bathroom, that\u2014\n(A) is shielded from view;\n(B) is free from intrusion; and\n(C) contains a chair, a working surface, and, if the public building is otherwise supplied with electricity, an electrical outlet.\n\n(b) Lactation Room Required .\u2014\nExcept as provided in subsection (c), the appropriate authority of a covered public building shall ensure that the building contains a lactation room that is made available for use by members of the public to express breast milk.\n(c) Exceptions .\u2014\nA covered public building may be excluded from the requirement in subsection (b) at the discretion of the appropriate authority if\u2014\n(1) the public building\u2014\n(A) does not contain a lactation room for employees who work in the building; and\n(B) does not have a room that could be repurposed as a lactation room or a space that could be made private using portable materials, at a reasonable cost; or\n\n(2) new construction would be required to create a lactation room in the public building and the cost of such construction is unfeasible.\n\n(d) No Unauthorized Entry .\u2014\nNothing in this section shall be construed to authorize an individual to enter a public building or portion thereof that the individual is not otherwise authorized to enter."}},"span_revision":"6e152995180da6b491be9cb404f65c2adcf3223dc864abdcb1a082732ee712b0","training_config":{"epochs":3,"hard_example_fraction":1.0,"l2_regularization":0.0,"learning_rate":0.35,"legal_ir_bridge_names":["modal_frame_logic","deontic_norms","fol_tdfol","cec_dcec","external_prover_router"],"legal_ir_evaluate_provers":false,"legal_ir_parallel_workers":1,"max_cosine_regression":0.01,"max_cross_entropy_regression":0.0,"max_legal_ir_loss_regression":0.02,"max_line_search_attempts":2,"max_reconstruction_regression":0.02,"max_seconds":90.0,"metric_disk_cache":0,"objective_cosine_gap_weight":1.5,"objective_cross_entropy_weight":1.0,"objective_legal_ir_weight":1.0,"objective_reconstruction_weight":1.0,"profile_projection":true,"projection_candidate_update_order":["decoded_embedding_structural"],"projection_max_update_families":5,"projection_momentum":0.25,"projection_optimizer_mode":"productive_adaptive","projection_reconstruction_objective":"raw_decoder","projection_update_backend":"python_sparse_batch","use_sample_memory":false},"training_purpose":"feature_pretraining","training_samples":[{"citation":"40 U.S.C. \u00a7 3318","embedding_model":"thenlper/gte-small","embedding_vector":[0.005236189812421799,-0.06037410721182823,0.049331385642290115,0.020926378667354584,0.00684643629938364,0.022586315870285034,0.0720023438334465,0.022180845960974693,-0.006075514480471611,-0.01824330724775791,0.00031355817918665707,-0.05318879336118698,0.034838054329156876,0.018574608489871025,0.006977302022278309,-0.03177427873015404,-0.01997525617480278,0.02387773059308529,-0.04087172448635101,0.05455674231052399,0.08857577294111252,0.003130267607048154,-0.03447766229510307,-0.039551686495542526,0.0466737225651741,0.004873967729508877,-0.05507790297269821,0.011217053979635239,-0.057586971670389175,-0.16111987829208374,-0.007722805254161358,-0.05313834920525551,0.06443388760089874,-0.018567992374300957,-0.005796249955892563,-0.0525716170668602,0.01655811257660389,0.04689561575651169,-0.019910002127289772,0.054567184299230576,0.04076918959617615,0.02486129105091095,0.019567986950278282,-0.06441407650709152,-0.02230960689485073,0.017609065398573875,-0.019710173830389977,-0.001618947833776474,0.014229899272322655,-0.0570380836725235,0.04518062248826027,-0.041672635823488235,0.016336193308234215,0.06297991424798965,0.01625487208366394,0.04906618222594261,0.07820423692464828,-0.015885232016444206,0.04144573211669922,0.049719974398612976,0.035294316709041595,0.02707357332110405,-0.24459560215473175,0.08193980157375336,0.06972583383321762,0.034235816448926926,-0.03196170553565025,-0.03601459413766861,0.04799478501081467,0.05223090201616287,-0.02976279892027378,0.0158392321318388,-0.023684315383434296,-0.02264491654932499,0.039734579622745514,-0.03317898139357567,0.00048169156070798635,-0.01964796893298626,0.03738247975707054,0.011552432551980019,-0.061033204197883606,-0.04621732234954834,-0.01395407784730196,0.003341215429827571,-0.04410284012556076,-0.05959240719676018,-0.00944288820028305,-0.06584317982196808,0.020228056237101555,0.02762562967836857,-0.08662942051887512,-0.04356808960437775,-0.054626308381557465,0.01939246989786625,-0.04757233336567879,-0.022302260622382164,0.02340010181069374,0.005152774974703789,-0.03502880409359932,0.19164152443408966,-0.026898257434368134,-0.004488016478717327,-0.007164877839386463,-0.0011429574806243181,0.05601184070110321,-0.04061576724052429,0.019615838304162025,-0.008752604015171528,-0.041220735758543015,0.01820416934788227,-0.03569958359003067,-0.005117009859532118,0.04918377846479416,-0.063996821641922,0.041777145117521286,0.024404648691415787,0.0756981298327446,0.03085598535835743,-0.021542781963944435,0.012049452401697636,-0.0039195106364786625,0.0044621569104492664,0.019847428426146507,0.0057731326669454575,0.02578572742640972,-0.10042139887809753,0.07554689794778824,0.07768598943948746,0.022367462515830994,0.016674017533659935,0.02743656374514103,-0.04251332953572273,0.00036466881283558905,-0.019023243337869644,0.045014142990112305,-0.0033944693859666586,0.0022026279475539923,-0.014566744677722454,0.05876742675900459,-0.03491516038775444,-0.02231735922396183,-0.1314443051815033,-0.019369831308722496,-0.12502732872962952,-0.036851778626441956,0.1285294145345688,-0.05956093594431877,0.05862624943256378,-0.042006440460681915,0.004289266653358936,0.0026722413022071123,0.0650005117058754,-0.03918677940964699,-0.015362296253442764,0.03854704275727272,-0.011128703132271767,-0.014934663660824299,0.07474849373102188,-0.04133397713303566,-0.011083350516855717,0.03856155276298523,-0.03704836964607239,-0.032945290207862854,0.1098010241985321,-0.01870458945631981,-0.06141110882163048,-0.017364758998155594,0.001257505500689149,-0.0010303603485226631,-0.04808606207370758,0.024824192747473717,0.02087351866066456,-0.06021222099661827,0.043636348098516464,0.10663303732872009,0.002742817858234048,-0.020383238792419434,0.030835304409265518,-0.00856772530823946,0.03747617080807686,0.014750350266695023,-0.10262534022331238,-0.06173311173915863,0.010948100127279758,0.04887787252664566,-0.025921283289790154,-0.015709280967712402,-0.05625089630484581,0.06134996935725212,0.10068713873624802,-0.029334409162402153,0.06409549713134766,-0.055324848741292953,-0.020785335451364517,-0.03404398262500763,-0.007936966605484486,-0.003930969163775444,-0.0197236780077219,0.02912670560181141,-0.02131306566298008,0.04695359244942665,0.01089318934828043,-0.01691465824842453,0.04636084660887718,0.0182114876806736,0.04737645387649536,0.013431590981781483,-0.01155101414769888,0.015934133902192116,0.006309001240879297,-0.0453195795416832,0.040873199701309204,0.018351608887314796,-0.026795022189617157,-0.0046586948446929455,0.033078160136938095,0.01940695382654667,0.00934155099093914,0.039712440222501755,0.054998770356178284,0.041520413011312485,-0.01457117311656475,-0.04591790959239006,-0.20785866677761078,0.05498164892196655,-0.023161036893725395,-0.017838986590504646,0.008322631940245628,-0.0417562834918499,0.01843603514134884,-0.06676942110061646,-0.038673318922519684,0.021000893786549568,0.07607697695493698,-0.01887558028101921,-0.07379818707704544,0.08993612229824066,-0.02893819846212864,0.058927081525325775,-0.004996400326490402,-0.034543901681900024,-0.01019890047609806,-0.02862364426255226,0.01128760352730751,0.03728620335459709,-0.02508571930229664,-0.04034123197197914,0.03376039117574692,0.008137484081089497,0.19033370912075043,0.014052430167794228,0.03909456357359886,-0.024974435567855835,0.059394802898168564,0.009275546297430992,-0.046241842210292816,-0.13732706010341644,0.025742147117853165,0.04081206023693085,-0.048106785863637924,-0.005344221368432045,-0.03934274986386299,-0.0367840901017189,-0.04917387664318085,0.06856777518987656,-0.048493653535842896,-0.04636237397789955,0.04039960727095604,-0.037130553275346756,-0.026454245671629906,0.03183552250266075,-0.05551503598690033,0.01444313582032919,-0.016314823180437088,-0.05839560553431511,0.005251280497759581,0.052530206739902496,0.007408043369650841,-0.0038844337686896324,-0.053372710943222046,0.023433510214090347,-0.031928934156894684,0.05417972058057785,0.017157062888145447,-0.02935813181102276,0.0487053357064724,-0.04285290837287903,0.03100101463496685,0.014374879188835621,-0.06046194210648537,-0.028944378718733788,0.01199555303901434,-0.021502256393432617,-0.01701333373785019,0.09649872034788132,0.008652766235172749,-0.07602950185537338,0.07302100211381912,0.05128496140241623,-0.0018131061224266887,-0.010542705655097961,-0.05824211239814758,-0.03191336616873741,0.04150862246751785,-0.006851772777736187,-0.012028410099446774,0.02158433385193348,0.04543760046362877,0.014681239612400532,0.024324366822838783,-0.004512873478233814,0.030218642204999924,-0.04814688861370087,0.0025952057912945747,0.027918657287955284,-0.038307588547468185,-0.013406707905232906,0.020957140251994133,0.002969654044136405,-0.31279775500297546,0.03942267224192619,0.04735111817717552,-0.014813734218478203,-0.04232378676533699,0.002293395111337304,-0.01956574060022831,-0.012584530748426914,-0.06920403987169266,0.03393414244055748,0.01913025602698326,0.04338175803422928,0.028103753924369812,-0.00252565648406744,-0.00021304769325070083,0.01135878823697567,0.028027549386024475,0.026186034083366394,0.004920349922031164,-0.07988337427377701,0.04576151818037033,-0.004871721379458904,0.17765389382839203,-0.03109978511929512,0.02524145506322384,-0.008742475882172585,0.016988910734653473,0.062208473682403564,0.052583713084459305,-0.0031034417916089296,0.048610392957925797,0.04574230685830116,0.08878631144762039,-0.05777041241526604,0.05565110221505165,0.03610210865736008,-0.023543130606412888,0.015625201165676117,0.014221097342669964,-0.029651977121829987,-0.08426607400178909,-0.028113631531596184,-0.029817892238497734,-0.0017927694134414196,0.08638747036457062,-0.03507884964346886,-0.02886124886572361,-0.042110104113817215,0.04588707536458969,0.023850752040743828,-0.000514545536134392,-0.024034475907683372,-0.03810557723045349,-0.003006160957738757,0.040942370891571045,0.012055523693561554,0.0008384514367207885,-0.03174198418855667,-0.0808858722448349,-0.02240133471786976,0.008120935410261154,-0.0473669096827507,0.006387774832546711,0.0860908031463623,0.04811170697212219],"section":"3318","text":"\u00a7 3318. Lactation room in public buildings\n(a) Definitions .\u2014\nIn this section:\n(1) Appropriate authority .\u2014\nThe term \u201cappropriate authority\u201d means the head of a Federal agency, the Architect of the Capitol, or other official authority responsible for the operation of a public building.\n(2) Covered public building .\u2014\nThe term \u201ccovered public building\u201d means a public building (as defined in section 3301) that is open to the public and contains a public restroom, and includes a building listed in section 6301 or 5101.\n(3) Lactation room .\u2014\nThe term \u201clactation room\u201d means a hygienic place, other than a bathroom, that\u2014\n(A) is shielded from view;\n(B) is free from intrusion; and\n(C) contains a chair, a working surface, and, if the public building is otherwise supplied with electricity, an electrical outlet.\n\n(b) Lactation Room Required .\u2014\nExcept as provided in subsection (c), the appropriate authority of a covered public building shall ensure that the building contains a lactation room that is made available for use by members of the public to express breast milk.\n(c) Exceptions .\u2014\nA covered public building may be excluded from the requirement in subsection (b) at the discretion of the appropriate authority if\u2014\n(1) the public building\u2014\n(A) does not contain a lactation room for employees who work in the building; and\n(B) does not have a room that could be repurposed as a lactation room or a space that could be made private using portable materials, at a reasonable cost; or\n\n(2) new construction would be required to create a lactation room in the public building and the cost of such construction is unfeasible.\n\n(d) No Unauthorized Entry .\u2014\nNothing in this section shall be construed to authorize an individual to enter a public building or portion thereof that the individual is not otherwise authorized to enter.","title":"40"}],"validation_samples":[{"citation":"36 U.S.C. \u00a7 50106","embedding_model":"thenlper/gte-small","embedding_vector":[-0.02796941250562668,-0.03380327671766281,0.059746988117694855,-0.05499305576086044,-0.013082158751785755,0.03834710270166397,0.04616749659180641,0.010431600734591484,-0.008531885221600533,-0.000891302537638694,0.008437803946435452,-0.03361110761761665,0.03564859926700592,0.00023405958199873567,-0.03982185572385788,0.021942701190710068,0.017868829891085625,0.0009861353319138288,-0.06354891508817673,0.04550875350832939,0.07783787697553635,-0.06941092759370804,-3.3536821320012677e-06,-0.020936407148838043,0.024963082745671272,0.018889063969254494,-0.0065925391390919685,0.025981750339269638,-0.06657753139734268,-0.18532663583755493,-0.02221567928791046,-0.0534842275083065,0.002903188578784466,0.0026813563890755177,0.04266155883669853,-0.0437018945813179,-0.010871673002839088,0.06415936350822449,-0.058804381638765335,0.00910282600671053,0.00683530094102025,0.008495425805449486,0.03908880427479744,-0.02966102585196495,-0.05789066478610039,-0.0058160629123449326,0.018412889912724495,0.023376455530524254,0.04423286020755768,-0.008180315606296062,0.05130259692668915,-0.06439478695392609,0.020052623003721237,0.03053625300526619,-0.004249379970133305,0.04115356132388115,0.04288767650723457,0.004026682581752539,0.08299688994884491,0.00633431039750576,0.05419464409351349,0.056220412254333496,-0.23540730774402618,0.08804915100336075,0.053913116455078125,0.04341442137956619,-0.04255654662847519,-0.011003813706338406,-0.005216723773628473,-0.009365741163492203,-0.017213083803653717,0.04940548539161682,0.017173347994685173,0.08246731013059616,0.0009845518507063389,-0.012504912912845612,-0.015524571761488914,0.006636105012148619,-0.004374157637357712,-0.020016135647892952,-0.036285027861595154,-0.07069551199674606,-0.03501461073756218,-0.01746831089258194,0.005849526263773441,-0.06024155765771866,0.029529009014368057,-0.06659748405218124,0.07976976037025452,0.06174135580658913,-0.050115641206502914,-0.02373553067445755,-0.002468318911269307,-0.011193303391337395,-0.04914706572890282,-0.050501029938459396,-0.024874212220311165,0.020093746483325958,-0.032643843442201614,0.21195054054260254,-0.042101506143808365,0.007314434740692377,0.034035708755254745,-0.05992084741592407,0.013437813147902489,0.019243987277150154,0.011588936671614647,-0.01821315661072731,-0.025543170049786568,0.013384463265538216,-0.010389851406216621,0.01966145448386669,0.026889579370617867,-0.04363140091300011,0.02218964695930481,0.024436505511403084,0.021271171048283577,0.05656810477375984,-0.022330963984131813,-0.02996225841343403,-0.017166538164019585,-0.0007004810613580048,0.004986182786524296,0.012613534927368164,-0.0003143650246784091,-0.08172766864299774,0.01890714466571808,0.07473732531070709,0.02244291454553604,0.027770917862653732,0.07328595966100693,-0.03099135309457779,-0.030411027371883392,-0.03182244300842285,0.046938396990299225,0.014872260391712189,0.0013831928372383118,0.005921277683228254,-0.001696410938166082,0.011697090230882168,-0.06023639813065529,-0.1064172014594078,-0.011110828258097172,-0.12998203933238983,0.012658129446208477,0.0817023515701294,-0.011987482197582722,0.023718515411019325,-0.09536898881196976,0.05367129668593407,-0.016873177140951157,0.06092998385429382,-0.01801897957921028,-0.05656655505299568,0.007071362342685461,0.048498596996068954,0.014297246932983398,0.019353823736310005,-0.03161732479929924,-0.01346405316144228,0.023717300966382027,-0.01568414643406868,-0.016667529940605164,0.17813433706760406,0.06442917883396149,-0.06188454106450081,0.002306996611878276,-0.01622018776834011,0.009402868337929249,-0.02731800451874733,0.01584181748330593,0.041916344314813614,-0.04455980658531189,-0.0014983684523031116,0.09443588554859161,0.061935555189847946,-0.01903979852795601,0.03593584895133972,-0.01950281485915184,0.06193145364522934,0.03144345059990883,-0.022789059206843376,-0.057387303560972214,0.03162562474608421,0.00798768736422062,-0.02083042450249195,-0.03753107786178589,-0.05974960699677467,0.0058883000165224075,0.07702266424894333,-0.08170203864574432,0.05800003185868263,-0.042791698127985,-0.015209745615720749,-0.06807069480419159,0.010916654020547867,-0.02940586768090725,-0.036989763379096985,0.014576061628758907,-0.0639917403459549,-0.012559314258396626,0.0462983064353466,-0.034642208367586136,0.03659858554601669,-0.007792139425873756,0.026144511997699738,0.004746139515191317,0.01910698227584362,-0.003340085968375206,-0.04379954934120178,-0.03934081643819809,0.03031565062701702,0.060988374054431915,-0.024299902841448784,-0.035430897027254105,0.0572151355445385,0.025689009577035904,0.03218148648738861,0.035620901733636856,0.019757749512791634,0.031932465732097626,-0.06298784166574478,-0.025925759226083755,-0.20524008572101593,0.02011607587337494,-0.015537395142018795,0.0070033324882388115,0.014454718679189682,-0.03602071851491928,0.031873881816864014,-0.01020034309476614,-0.0350058414041996,0.036344438791275024,0.061322830617427826,-0.003025161102414131,-0.003706129966303706,0.028821108862757683,-0.000992224900983274,0.039498213678598404,0.04103130102157593,-0.020968638360500336,-0.03406798839569092,0.032109957188367844,-0.01956660859286785,-0.015122338198125362,-0.0105103999376297,-0.01922229491174221,0.08426226675510406,-0.054003749042749405,0.15770110487937927,0.006775842048227787,0.03355748578906059,-0.017487073317170143,0.0689435750246048,0.014658289030194283,-0.025273334234952927,-0.14292864501476288,0.030885448679327965,0.036207303404808044,-0.08079797029495239,-0.0018152245320379734,-0.0033761956728994846,-0.007555358577519655,-0.04830861836671829,0.03362197428941727,-0.06248858943581581,-0.04395654797554016,0.031488507986068726,-0.05614839866757393,-0.05526458099484444,0.0010453280992805958,-0.0012871952494606376,-0.02023359388113022,0.05196858569979668,-0.08723071217536926,-0.0021181574556976557,0.05208379030227661,0.047057632356882095,-0.04632484167814255,-0.10548318922519684,0.026591407135128975,-0.043350812047719955,0.06851425021886826,-0.0374050997197628,-0.02893710322678089,0.02791563980281353,-0.030468178912997246,0.05433805286884308,-0.03002694807946682,-0.034817714244127274,0.007246476132422686,0.05268138647079468,-0.001208696747198701,-0.038467712700366974,0.03825663775205612,0.03606218099594116,-0.04850032553076744,0.025005454197525978,-0.01864122971892357,0.042190369218587875,0.0032227840274572372,-0.022339681163430214,-0.04123472794890404,0.03851553052663803,-0.0014239824377000332,0.027356388047337532,0.05318126082420349,0.023949455469846725,0.04451416805386543,0.048680320382118225,0.017162909731268883,-0.0030239426996558905,-0.04911931976675987,-0.03286350518465042,0.04153743013739586,-0.009218785911798477,-0.021302610635757446,0.030105246230959892,0.010152368806302547,-0.29884859919548035,0.0228474922478199,0.02407529205083847,0.001840908662416041,-0.0393948033452034,0.025136297568678856,0.02263479493558407,0.017795365303754807,-0.080509252846241,0.030428113415837288,0.05261725187301636,0.017265932634472847,0.020981058478355408,-0.030658014118671417,-0.005015361588448286,0.03402792289853096,0.04083196073770523,-0.041908033192157745,0.04942774027585983,-0.05086434632539749,0.03017834946513176,0.02077029086649418,0.22259029746055603,-0.013458111323416233,0.02004813402891159,0.008853450417518616,0.021904347464442253,0.033409297466278076,-0.005799195729196072,0.026969296857714653,0.07921190559864044,0.028361842036247253,0.09082802385091782,-0.045561257749795914,0.046522095799446106,0.013296115212142467,-0.05768703296780586,0.06492822617292404,0.02185961790382862,-0.05203905701637268,-0.12259093672037125,0.002784483600407839,-0.004290618933737278,-0.029908398166298866,0.10120707750320435,-0.014987342990934849,-0.06110895425081253,-0.02918173372745514,0.015898624435067177,0.07352923601865768,-0.047204628586769104,0.014018038287758827,-0.03191094473004341,0.010331791825592518,0.006957285571843386,-0.01885085552930832,0.006626389920711517,-0.04622163251042366,0.010740872472524643,-0.04170139133930206,-0.021010788157582283,-0.031822849065065384,-0.022476190701127052,0.06393827497959137,-0.00010489690612303093],"section":"50106","text":"\u00a7 50106. Powers\nThe corporation has only the powers provided in its bylaws and articles of incorporation filed in each State in which it is incorporated.","title":"36"},{"citation":"42 U.S.C. \u00a7 8286a","embedding_model":"thenlper/gte-small","embedding_vector":[-0.05196074768900871,-0.008833933621644974,0.03331529721617699,-0.014863037504255772,0.04411787539720535,0.07427096366882324,0.07574553787708282,0.0330672562122345,-0.05482427030801773,0.009730327874422073,-0.0027844926808029413,-0.06352083384990692,0.029840869829058647,0.021526189520955086,0.000744560151360929,0.025011766701936722,-0.026043379679322243,0.0498148649930954,-0.03327367454767227,0.010623006150126457,0.0813445895910263,-0.005930321291089058,-0.033526983112096786,-0.047550976276397705,-0.005085621494799852,0.047652024775743484,-0.09370358288288116,-0.021709419786930084,-0.022149616852402687,-0.18420839309692383,-0.004616881255060434,-0.009287103079259396,0.03617875650525093,-0.014151250943541527,-0.01583896018564701,-0.04948251694440842,-0.011842260137200356,-0.003870928892865777,-0.049717050045728683,0.06863365322351456,0.011472269892692566,-0.0129306735470891,0.018606843426823616,-0.05260038748383522,-0.06168067827820778,-0.017949163913726807,-0.04527217894792557,0.012661265209317207,-0.007439692970365286,-0.014162329956889153,0.06221986562013626,-0.012393228709697723,0.007032825145870447,0.07786411046981812,0.055111054331064224,0.04580986872315407,0.07144802063703537,0.039569128304719925,0.05643117427825928,0.029504360631108284,0.021510621532797813,0.06652291864156723,-0.2503393590450287,0.09908605366945267,0.053090211004018784,0.007976268418133259,-0.02172561176121235,-0.04000198468565941,0.04631276801228523,0.010936672799289227,-0.048089705407619476,0.014010492712259293,-0.025549564510583878,8.03291768534109e-05,0.01936597190797329,0.006892913021147251,-0.02019358053803444,-0.032166920602321625,-0.04507141560316086,-0.013429490849375725,-0.03830718621611595,-0.043977800756692886,-0.03215537965297699,-0.010575976222753525,-0.01704375259578228,-0.0686303898692131,0.012701408006250858,-0.02514747343957424,0.028116125613451004,0.04969806969165802,-0.04134361073374748,-0.0597400963306427,0.015494444407522678,0.057009417563676834,-0.04460660368204117,-0.04809582605957985,0.06234395503997803,0.04911048337817192,-0.04879472032189369,0.17357061803340912,-0.05826275050640106,0.013497318141162395,-0.009544311091303825,0.01773296669125557,0.013027025386691093,-0.020334625616669655,0.004023914225399494,-0.008940961211919785,0.007089134305715561,0.012763342820107937,0.01721135526895523,-0.020339103415608406,0.009148064069449902,-0.05314904823899269,0.04107752814888954,0.015634695068001747,0.020050181075930595,0.013416490517556667,-0.02014985680580139,-0.01540981326252222,0.00183968897908926,0.03279462084174156,0.04321792721748352,0.02130979299545288,0.01969093643128872,-0.10129417479038239,0.014822801575064659,0.06873489916324615,-0.0004340544401202351,0.03641229867935181,0.06307299435138702,-0.07572455704212189,-0.04367760941386223,-0.010124878957867622,0.005175198893994093,0.008236159570515156,0.008358362130820751,0.00969831645488739,0.025236045941710472,0.010150576010346413,-0.010300740599632263,-0.09505478292703629,-0.027026575058698654,-0.10468581318855286,-0.03214192017912865,0.15206369757652283,-0.028746286407113075,0.0367327444255352,-0.05493816360831261,-0.005586606450378895,-0.02081480622291565,0.04506206512451172,-0.023635946214199066,-0.02279803156852722,0.021479209885001183,0.03211493045091629,-0.0014629994984716177,0.03184283897280693,-0.05166361853480339,0.03632749244570732,0.009164638817310333,0.008519301190972328,-0.01972823403775692,0.13103361427783966,-0.001957687782123685,-0.05754398554563522,0.005972702521830797,0.012070958502590656,0.012236440554261208,0.0295900609344244,0.04481523111462593,0.027690889313817024,-0.031058622524142265,-0.00467397877946496,0.07192907482385635,0.011335744522511959,0.02205800823867321,-0.0015454223612323403,-0.031968917697668076,0.03661815822124481,0.04256578907370567,-0.05947111174464226,-0.04638354852795601,0.0349196121096611,0.047013748437166214,-0.04944109544157982,-0.06878552585840225,-0.027417441830039024,0.019442884251475334,0.0694592297077179,-0.0794794112443924,0.0479305163025856,-0.02780197001993656,-0.014010297134518623,-0.005851944908499718,-0.016324013471603394,-0.04477870091795921,-0.02149374410510063,-0.028637003153562546,-0.061794888228178024,0.030716033652424812,0.050985608249902725,-0.031218478456139565,0.05771764740347862,0.014797516167163849,0.03574185445904732,0.0026000184006989002,-0.03143109753727913,0.05077074468135834,0.02485031820833683,-0.025659142062067986,0.03268624469637871,0.029627472162246704,-0.02998393587768078,-0.02660958096385002,0.04062923043966293,0.012327766977250576,0.026833081617951393,0.020526908338069916,0.06867799162864685,0.0687885731458664,-0.006676073651760817,-0.0011523331049829721,-0.24717287719249725,0.006855527870357037,-0.018486296758055687,-0.0033682265784591436,0.04195208102464676,-0.05204214155673981,0.06628436595201492,-0.0459732785820961,-0.0662945955991745,0.08543407171964645,0.031199483200907707,-0.00396936759352684,-0.058488428592681885,0.03636935353279114,-0.0159196425229311,0.04748929291963577,0.04588188976049423,-0.02263171784579754,-0.025199944153428078,-0.0060031176544725895,-0.05399896577000618,0.03209361806511879,-0.009704790078103542,-0.0352180153131485,0.045365214347839355,0.024567056447267532,0.19224822521209717,-0.0028455855790525675,0.01579437218606472,-0.012315603904426098,0.049091484397649765,0.04059264436364174,-0.027846181765198708,-0.12057655304670334,0.06737326085567474,-0.008574919775128365,-0.04383402317762375,0.045566342771053314,-0.02223397046327591,-0.04943632706999779,0.016657277941703796,0.01779322884976864,-0.0038593884091824293,-0.04705484211444855,0.032765015959739685,-0.03541206568479538,-0.04541090875864029,-0.0036162727046757936,-0.06308384984731674,-0.006743084639310837,0.016739409416913986,-0.05952271819114685,0.009115352295339108,0.02636314369738102,0.039487916976213455,-0.03376093879342079,-0.07047061622142792,0.06545395404100418,-0.02678746171295643,0.022287368774414062,-0.007709853816777468,-0.03712336719036102,0.05310205742716789,-0.03317062929272652,0.010760944336652756,-0.02629685029387474,-0.03900565579533577,-0.005891053006052971,0.0069955079816281796,-0.035689957439899445,-0.04205214977264404,0.08210736513137817,0.0344495065510273,-0.07562042772769928,0.043449025601148605,0.04432744160294533,0.011518129147589207,0.0031103722285479307,-0.017689168453216553,-0.02808666042983532,0.03233246132731438,-0.051959797739982605,0.0004497598856687546,0.0391867533326149,0.038447752594947815,0.016602514311671257,0.018043402582406998,0.003141219262033701,0.025777295231819153,-0.05120650678873062,-0.015923993661999702,-2.6423165763844736e-05,-0.027375739067792892,-0.02441011555492878,0.051388442516326904,-0.008220549672842026,-0.3294566869735718,0.013506831601262093,0.016785208135843277,0.015984555706381798,0.0014507698360830545,0.017352329567074776,0.021891461685299873,0.028858231380581856,-0.07158862799406052,0.023631343618035316,0.0222249124199152,0.03826102614402771,0.01675758883357048,0.0029573836363852024,-0.015069140121340752,0.02867819555103779,0.061315879225730896,-0.029866477474570274,0.023447202518582344,-0.0733196884393692,0.03721679747104645,0.04711884260177612,0.22083038091659546,-0.01982070878148079,-0.0023362571373581886,0.024657905101776123,-0.014112839475274086,0.053277503699064255,0.05793744698166847,-0.01695684902369976,-0.00046569586265832186,-0.017267052084207535,0.10755030810832977,-0.0346844345331192,0.06340845674276352,0.01719830557703972,-0.043749842792749405,0.008862892165780067,0.02009602077305317,-0.03242575377225876,-0.07642543315887451,0.0049604554660618305,-0.03466806188225746,-0.01291715819388628,0.09810531139373779,-0.0012186854146420956,-0.06899391114711761,-0.07163401693105698,0.0025536075700074434,0.00693399365991354,0.005078551359474659,-0.017465002834796906,-0.032393913716077805,-0.022780725732445717,0.026913966983556747,0.0037875089328736067,-0.05368650332093239,0.015427425503730774,-0.03369004279375076,-0.04041576012969017,0.019742242991924286,-0.014953591860830784,-0.02550671435892582,0.0389983132481575,0.04335404559969902],"section":"8286a","text":"\u00a7 8286a. Use of factors and data\nFactors and data consented to pursuant to may be revised and agreed to by a consensus of the heads of the various Federal agencies involved. Such factors and data shall be used by all Federal agencies in establishing and revising various energy conservation standards used by such agencies, except that other factors and data may be used with respect to the standards applicable to any program if\u2014\n(1) the other factors and data are approved by the Secretary of Energy solely on the basis that such other factors and data are critical to meet the unique needs of the program concerned;\n(2) using the consented to factors and data would cause a violation of an express provision of law; or\n(3) statutory requirements or responsibilities require a modification of the consented to factors and data.","title":"42"}],"weight_publication":{"anchor_reference":{"bytes":3800512,"commit_sha":"05036d8cb491b682ffa111f50df91cce5515c945","path_in_repo":"autoformal/uscode/autoencoders/anchors/c424e8bb78492901de916116ca59c6bb58ef48adb992eeac6de2bedd6cb6f0d1.state.json","repository_id":"justicedao/uscode-autoformal-span-cache","sha256":"c424e8bb78492901de916116ca59c6bb58ef48adb992eeac6de2bedd6cb6f0d1"},"bytes":3296,"commit_sha":"fb30e3407b9cf210549aea504ff2a150dfff5ae0","kind":"feature_sparse","materialized_checkpoint":{"bytes":5555747,"sha256":"429d8667e9593d01f9dba2149e163fdfd05cbe6f6d274bc16ee2b7c1ab5a5d62"},"path_in_repo":"autoformal/uscode/feature-pretraining/updates/4874a5d31293fa802ea3d21ea1919678f8a12621e30eefbc72bb7a4fd1aa38c8.json","repository_id":"justicedao/uscode-autoformal-span-cache","sha256":"4874a5d31293fa802ea3d21ea1919678f8a12621e30eefbc72bb7a4fd1aa38c8"},"work_id":"span-attempt-5fe6d32b1301171e418fd681c6e32178849fa823827a2237dfb902b5f64eb643","worker_receipt":{"admitted":false,"arrow_feature_statistics_after_training":null,"arrow_feature_statistics_before_training":null,"arrow_feature_weights_artifact":null,"base_checkpoint":{"bytes":3800512,"path":"/home/barberb/lift_coding/external/ipfs_datasets/workspace/test-logs/federal-corpus-audits/distributed-features-20260929/native-r3/worker-b/jobs/span-attempt-5fe6d32b1301171e418fd681c6e32178849fa823827a2237dfb902b5f64eb643/attempt-1/artifacts/c4/c424e8bb78492901de916116ca59c6bb58ef48adb992eeac6de2bedd6cb6f0d1","sha256":"c424e8bb78492901de916116ca59c6bb58ef48adb992eeac6de2bedd6cb6f0d1"},"base_checkpoint_chain_depth":0,"base_checkpoint_dependencies":[],"base_checkpoint_load_seconds":0.02382336906157434,"base_checkpoint_replayed_patch_bytes":0,"base_materialized_checkpoint":{"bytes":3800512,"sha256":"c424e8bb78492901de916116ca59c6bb58ef48adb992eeac6de2bedd6cb6f0d1"},"base_state_identity":{"component_digests":{"applied_leanstral_guidance_ids":"4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945","applied_proof_feedback_ids":"4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945","applied_todo_ids":"4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945","architecture_version":"4c0a3d348151589f9be7c7559147dd3db276f3048cd441fafc93883809106ae8","compiler_quality_embedding_weights":"3df38e0c7b8fb726cd37bac4a7f3558b2c06f43d497042639fb1e8e8cf462312","compiler_quality_family_logits":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","decoded_embeddings":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","decompiler_plan_embedding_weights":"dd650f9ad5be103bbbc3f7424ad2e7061bbba9380fd3bffb1817ac1b88d2e222","decompiler_plan_family_logits":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","decompiler_plan_legal_ir_view_logits":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","family_embedding_weights":"674f5d9ea6a17d48eb95268564f609855b6e3ee60bb7c510f0b67654109647a5","family_legal_ir_view_embedding_weights":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","family_logits":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","family_semantic_slot_embedding_weights":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","family_semantic_slot_legal_ir_view_embedding_weights":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","family_semantic_slot_legal_ir_view_logits":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","feature_embedding_weights":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","feature_family_logits":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","feature_legal_ir_view_logits":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","legal_ir_view_embedding_weights":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","legal_ir_view_family_logits":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","legal_ir_view_logits":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","logic_signature_embedding_weights":"c8ed83d49ba553924b2f8b2c47a60e3c60be8b7a7e65f1cb8f8777af0c03af5c","logic_signature_family_logits":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","logic_signature_legal_ir_view_logits":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","predicate_argument_embedding_weights":"075c516453bdd81e0594b4f150dd0142d6dc459efdecc83a33a1df462f8f12e7","predicate_argument_family_logits":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","predicate_argument_legal_ir_view_logits":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","proof_auxiliary_head_logits":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","proof_feedback_version_fingerprint":"12ae32cb1ec02d01eda3581b127c1fee3b0dc53572ed6baf239721a03d82e126","round_trip_signal_embedding_weights":"04ed9512e670976d32a2a90702a5a430e007acf60938e786547ffa2b017e36a0","round_trip_signal_family_logits":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","round_trip_signal_legal_ir_view_logits":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","semantic_slot_embedding_weights":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","semantic_slot_family_logits":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","semantic_slot_legal_ir_view_embedding_weights":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","semantic_slot_legal_ir_view_family_logits":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","semantic_slot_legal_ir_view_logits":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a"},"digest":"f71c07c78afcf05cb33d4cc77921f16d7a85d808607ec2783d32e0a186469ccd","metric_lineage_digest":"12eb2bb68ba375d5d2911dd06c1b8d0c51e962e7732ad54572514b9231ac4d34","revision":0,"schema_version":"modal-autoencoder-incremental-state-identity-v1","state_schema_version":"modal-autoencoder-state-v1"},"base_version_id":"sha256:00ee7afecdb9dba74897c79c769fb53c81db7aa16f0603cc99ad30d74b185b4a","bridge_names":["modal_frame_logic","deontic_norms","fol_tdfol","cec_dcec","external_prover_router"],"cache_observation":"verified shared targets; no cold target-generation claim; disk metric cache disabled","caller_identity_labels_verified":false,"candidate":{"bytes":1224,"path":"/home/barberb/lift_coding/external/ipfs_datasets/workspace/test-logs/federal-corpus-audits/distributed-features-20260929/native-r3/worker-b/jobs/span-attempt-5fe6d32b1301171e418fd681c6e32178849fa823827a2237dfb902b5f64eb643/attempt-1/progress/outputs/incremental-4f51567838d097afbb922e8cd5da96a2ab1690a7cf6c228adbaa39f5fe04ee1d/candidate.manifest.json","sha256":"2b95102e754c00b9db0d55eda6b9195d801e8ccbc14d071e3bf4f8d49804b37c"},"candidate_materialized_checkpoint":{"bytes":5555747,"sha256":"429d8667e9593d01f9dba2149e163fdfd05cbe6f6d274bc16ee2b7c1ab5a5d62"},"candidate_serialization_seconds":0.0847804679069668,"candidate_state_identity":{"component_digests":{"applied_leanstral_guidance_ids":"4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945","applied_proof_feedback_ids":"4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945","applied_todo_ids":"4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945","architecture_version":"4c0a3d348151589f9be7c7559147dd3db276f3048cd441fafc93883809106ae8","compiler_quality_embedding_weights":"e2073df546b02e6faa30ecc432354564749d206b79def7341853bb915055355f","compiler_quality_family_logits":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","decoded_embeddings":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","decompiler_plan_embedding_weights":"1a61eb023deb68abf05dafdbc421ac798c9879b1d397e2f6df15757a6b71d113","decompiler_plan_family_logits":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","decompiler_plan_legal_ir_view_logits":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","family_embedding_weights":"6e06253c791dfa1b2d54900c4cddb7ad19811be6725176e4ead71b20d75bd003","family_legal_ir_view_embedding_weights":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","family_logits":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","family_semantic_slot_embedding_weights":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","family_semantic_slot_legal_ir_view_embedding_weights":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","family_semantic_slot_legal_ir_view_logits":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","feature_embedding_weights":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","feature_family_logits":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","feature_legal_ir_view_logits":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","legal_ir_view_embedding_weights":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","legal_ir_view_family_logits":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","legal_ir_view_logits":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","logic_signature_embedding_weights":"ac0042654396908230fa334891a68c077bf888684c041be4ac14a7650e4a2cd3","logic_signature_family_logits":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","logic_signature_legal_ir_view_logits":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","predicate_argument_embedding_weights":"c8135fe24301730b046830ab70def766be728257fc5de9d15e67a807e73067f8","predicate_argument_family_logits":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","predicate_argument_legal_ir_view_logits":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","proof_auxiliary_head_logits":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","proof_feedback_version_fingerprint":"12ae32cb1ec02d01eda3581b127c1fee3b0dc53572ed6baf239721a03d82e126","round_trip_signal_embedding_weights":"17e01d6ea6076a71b044e42a6bbc2d55d24287686433f188076d726fa6d8eb87","round_trip_signal_family_logits":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","round_trip_signal_legal_ir_view_logits":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","semantic_slot_embedding_weights":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","semantic_slot_family_logits":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","semantic_slot_legal_ir_view_embedding_weights":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","semantic_slot_legal_ir_view_family_logits":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","semantic_slot_legal_ir_view_logits":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a"},"digest":"f85d3ac964aa786365fdc55267f17a16e1c2b54086c57e7dec33b39cdd9558e7","metric_lineage_digest":"12eb2bb68ba375d5d2911dd06c1b8d0c51e962e7732ad54572514b9231ac4d34","revision":9489,"schema_version":"modal-autoencoder-incremental-state-identity-v1","state_schema_version":"modal-autoencoder-state-v1"},"candidate_storage":"sparse","capture_sparse_patches":true,"compute_backend":{"autoencoder_compute_backend":"python","autoencoder_compute_device":"python","autoencoder_compute_device_request":"python"},"corpus_manifest_artifact":null,"corpus_source_artifacts":[],"corpus_verification":{"dataset_and_split_identity_verified":false,"frontend":"legacy_us_code","global_holdout_verified":false,"verification_mode":"legacy_unverified"},"corpus_verification_seconds":2.5120098143815994e-06,"dataset_and_split_identity_verified":false,"effective_autoencoder_config":{"compiler_quality_embedding_weight_scale":0.5,"compiler_quality_family_logit_scale":0.0,"compute_device":"python","cosine_reconstruction_weight":0.5,"decompiler_plan_embedding_weight_scale":0.5,"decompiler_plan_family_logit_scale":0.0,"decompiler_plan_legal_ir_view_logit_scale":0.0,"embedding_head_update_normalization":1.0,"family_embedding_weight_scale":0.5,"family_legal_ir_view_embedding_weight_scale":0.5,"family_logit_head_update_normalization":0.0,"family_semantic_slot_embedding_weight_scale":0.5,"family_semantic_slot_legal_ir_view_embedding_weight_scale":0.5,"family_semantic_slot_legal_ir_view_logit_scale":0.0,"feature_activity_reference":64,"feature_codec":null,"feature_embedding_weight_scale":0.5,"feature_family_logit_scale":0.0,"feature_logit_clip":24.0,"initial_embedding_rotation_scale":0.1,"initial_embedding_scale":0.02,"legacy_distillation_adapters":null,"legacy_embedding_adapters":null,"legal_ir_view_embedding_weight_scale":0.5,"legal_ir_view_family_logit_scale":0.0,"legal_ir_view_head_update_normalization":0.0,"legal_ir_view_logit_scale":1.0,"logic_signature_embedding_weight_scale":0.5,"logic_signature_family_logit_scale":0.0,"logic_signature_legal_ir_view_logit_scale":0.0,"max_amendment_operation_features":64,"max_applicability_scope_features":64,"max_authority_jurisdiction_features":64,"max_canonical_ir_graph_features":64,"max_clause_topology_features":64,"max_codec_feature_keys":0,"max_compiler_contract_features":64,"max_compiler_latent_profile_features":48,"max_condition_consequence_features":64,"max_constraint_grounding_features":64,"max_contrastive_ir_boundary_features":64,"max_coreference_binding_features":64,"max_cycle_consistency_features":64,"max_decompiler_surface_template_features":48,"max_defeasible_priority_features":64,"max_definition_grounding_features":64,"max_discourse_flow_features":64,"max_discretion_standard_features":64,"max_enforcement_remedy_features":64,"max_entity_binding_features":64,"max_enumeration_hierarchy_features":64,"max_equivalence_prototype_features":48,"max_evidentiary_burden_features":64,"max_legal_ir_token_bigram_features":12,"max_legal_ir_token_features":24,"max_legal_ir_token_trigram_features":8,"max_legal_relation_features":64,"max_legal_semantic_frame_features":64,"max_logic_view_contract_features":64,"max_logical_connective_features":64,"max_mental_state_features":64,"max_normative_polarity_features":48,"max_objective_residual_features":64,"max_procedural_lifecycle_features":64,"max_proof_obligation_features":64,"max_provenance_alignment_features":64,"max_quantifier_scope_features":64,"max_quantitative_formula_features":64,"max_reference_dependency_features":64,"max_repair_plan_features":64,"max_round_trip_bridge_features":64,"max_semantic_slot_interactions":64,"max_status_transition_features":64,"max_temporal_validity_features":64,"max_token_bigram_features":24,"max_token_features":48,"max_token_trigram_features":12,"modal_families":["alethic","deontic","temporal","epistemic","doxastic","dynamic","conditional_normative","frame","hybrid"],"predicate_argument_embedding_weight_scale":0.5,"predicate_argument_family_logit_scale":0.0,"predicate_argument_legal_ir_view_logit_scale":0.0,"proof_feedback_version_fingerprint":"","proof_head_abstention_threshold":0.55,"proof_head_logit_clip":12.0,"proof_head_max_family_contexts":32,"proof_head_max_labels":64,"round_trip_signal_embedding_weight_scale":0.5,"round_trip_signal_family_logit_scale":0.0,"round_trip_signal_legal_ir_view_logit_scale":0.0,"semantic_slot_embedding_weight_scale":0.5,"semantic_slot_family_logit_scale":0.0,"semantic_slot_interaction_weight":0.35,"semantic_slot_legal_ir_view_embedding_weight_scale":0.5,"semantic_slot_legal_ir_view_family_logit_scale":0.0,"semantic_slot_legal_ir_view_logit_scale":0.0},"effective_projection_config":{"epochs":3,"hard_example_fraction":1.0,"l2_regularization":0.0,"learning_rate":0.35,"legal_ir_bridge_max_sample_text_chars":null,"legal_ir_bridge_max_samples":null,"legal_ir_bridge_names":["modal_frame_logic","deontic_norms","fol_tdfol","cec_dcec","external_prover_router"],"legal_ir_evaluate_provers":false,"legal_ir_parallel_workers":1,"max_cosine_regression":0.01,"max_cross_entropy_regression":0.0,"max_legal_ir_loss_regression":0.02,"max_line_search_attempts":2,"max_reconstruction_regression":0.02,"max_seconds":90.0,"objective_cosine_gap_weight":1.5,"objective_cross_entropy_weight":1.0,"objective_legal_ir_weight":1.0,"objective_reconstruction_weight":1.0,"projection_candidate_update_order":["decoded_embedding_structural"],"projection_cycle":null,"projection_deadband_mode":"off","projection_hard_guardrail_metrics":["embedding_cosine_similarity","reconstruction_loss","legal_ir:*","hammer_*","source_copy*","source_copy_*","symbolic_validity*"],"projection_max_ce_deadband":0.0,"projection_max_composed_refinement_attempts":0,"projection_max_update_families":5,"projection_momentum":0.25,"projection_optimizer_mode":"productive_adaptive","projection_periodic_full_search_every_n_cycles":0,"projection_prescreen_mode":"off","projection_prescreen_top_k":3,"projection_reconstruction_objective":"raw_decoder","projection_update_backend":"python_sparse_batch"},"elapsed_seconds":24.88588594715111,"execution_gate_applied":true,"execution_mode":"native_training","execution_path":"training","heldout_canary_qualified":false,"job_file_sha256":null,"job_id":"incremental-4f51567838d097afbb922e8cd5da96a2ab1690a7cf6c228adbaa39f5fe04ee1d","job_spec":{"arrow_feature_weights_artifact":null,"autoencoder_config":{"compute_device":"python"},"base_checkpoint":{"bytes":3800512,"path":"/home/barberb/lift_coding/external/ipfs_datasets/workspace/test-logs/federal-corpus-audits/distributed-features-20260929/native-r3/worker-b/jobs/span-attempt-5fe6d32b1301171e418fd681c6e32178849fa823827a2237dfb902b5f64eb643/attempt-1/artifacts/c4/c424e8bb78492901de916116ca59c6bb58ef48adb992eeac6de2bedd6cb6f0d1","sha256":"c424e8bb78492901de916116ca59c6bb58ef48adb992eeac6de2bedd6cb6f0d1"},"base_checkpoint_dependencies":[],"base_version_id":"sha256:00ee7afecdb9dba74897c79c769fb53c81db7aa16f0603cc99ad30d74b185b4a","candidate_storage":"sparse","capture_sparse_patches":true,"code_identity":"b576ed0688e941d104e8e722db874000c07a3faeaef0c29cf3a463c88a4249d0","dataset_snapshot_id":"4df5a4cb7d1dc66c2874bcf48608fa81d9cbee69bc471c36f60cbf0b314c84b9","expected_source_sha256":{"autoencoder":"af33421f46977e1f2bbd4cead4d315954efac5d5827bb44b039107045e8f724b","compiler":"9980c3699a2407d360e8a2feedab575a4d4f5b3462ddf0ed761143f22ef61ea5","decompiler":"26b4e2e2d5d55b41ebae245b7d236bf1612c020a1d469df8bd747f83e982dfdc","parser":"71daafa62c800a10db3ea7ddc948997b2a119012e9444d5007bdbd3b67487822","samples":"e46d794d38971343d8f3aed68fb224e5b44292cf9f4b8c973dedc20db5651b87","worker":"bde3bd327df59f2e7557eac8aa2e0989ceb1128bc39918bf8cf46011e7bd9415"},"job_id":"incremental-4f51567838d097afbb922e8cd5da96a2ab1690a7cf6c228adbaa39f5fe04ee1d","output_directory":"/home/barberb/lift_coding/external/ipfs_datasets/workspace/test-logs/federal-corpus-audits/distributed-features-20260929/native-r3/worker-b/jobs/span-attempt-5fe6d32b1301171e418fd681c6e32178849fa823827a2237dfb902b5f64eb643/attempt-1/progress/outputs/incremental-4f51567838d097afbb922e8cd5da96a2ab1690a7cf6c228adbaa39f5fe04ee1d","run_id":"incremental-4f51567838d097afbb922e8cd5da96a2ab1690a7cf6c228adbaa39f5fe04ee1d","samples":[{"citation":"40 U.S.C. \u00a7 3318","embedding_model":"thenlper/gte-small","embedding_vector":[0.005236189812421799,-0.06037410721182823,0.049331385642290115,0.020926378667354584,0.00684643629938364,0.022586315870285034,0.0720023438334465,0.022180845960974693,-0.006075514480471611,-0.01824330724775791,0.00031355817918665707,-0.05318879336118698,0.034838054329156876,0.018574608489871025,0.006977302022278309,-0.03177427873015404,-0.01997525617480278,0.02387773059308529,-0.04087172448635101,0.05455674231052399,0.08857577294111252,0.003130267607048154,-0.03447766229510307,-0.039551686495542526,0.0466737225651741,0.004873967729508877,-0.05507790297269821,0.011217053979635239,-0.057586971670389175,-0.16111987829208374,-0.007722805254161358,-0.05313834920525551,0.06443388760089874,-0.018567992374300957,-0.005796249955892563,-0.0525716170668602,0.01655811257660389,0.04689561575651169,-0.019910002127289772,0.054567184299230576,0.04076918959617615,0.02486129105091095,0.019567986950278282,-0.06441407650709152,-0.02230960689485073,0.017609065398573875,-0.019710173830389977,-0.001618947833776474,0.014229899272322655,-0.0570380836725235,0.04518062248826027,-0.041672635823488235,0.016336193308234215,0.06297991424798965,0.01625487208366394,0.04906618222594261,0.07820423692464828,-0.015885232016444206,0.04144573211669922,0.049719974398612976,0.035294316709041595,0.02707357332110405,-0.24459560215473175,0.08193980157375336,0.06972583383321762,0.034235816448926926,-0.03196170553565025,-0.03601459413766861,0.04799478501081467,0.05223090201616287,-0.02976279892027378,0.0158392321318388,-0.023684315383434296,-0.02264491654932499,0.039734579622745514,-0.03317898139357567,0.00048169156070798635,-0.01964796893298626,0.03738247975707054,0.011552432551980019,-0.061033204197883606,-0.04621732234954834,-0.01395407784730196,0.003341215429827571,-0.04410284012556076,-0.05959240719676018,-0.00944288820028305,-0.06584317982196808,0.020228056237101555,0.02762562967836857,-0.08662942051887512,-0.04356808960437775,-0.054626308381557465,0.01939246989786625,-0.04757233336567879,-0.022302260622382164,0.02340010181069374,0.005152774974703789,-0.03502880409359932,0.19164152443408966,-0.026898257434368134,-0.004488016478717327,-0.007164877839386463,-0.0011429574806243181,0.05601184070110321,-0.04061576724052429,0.019615838304162025,-0.008752604015171528,-0.041220735758543015,0.01820416934788227,-0.03569958359003067,-0.005117009859532118,0.04918377846479416,-0.063996821641922,0.041777145117521286,0.024404648691415787,0.0756981298327446,0.03085598535835743,-0.021542781963944435,0.012049452401697636,-0.0039195106364786625,0.0044621569104492664,0.019847428426146507,0.0057731326669454575,0.02578572742640972,-0.10042139887809753,0.07554689794778824,0.07768598943948746,0.022367462515830994,0.016674017533659935,0.02743656374514103,-0.04251332953572273,0.00036466881283558905,-0.019023243337869644,0.045014142990112305,-0.0033944693859666586,0.0022026279475539923,-0.014566744677722454,0.05876742675900459,-0.03491516038775444,-0.02231735922396183,-0.1314443051815033,-0.019369831308722496,-0.12502732872962952,-0.036851778626441956,0.1285294145345688,-0.05956093594431877,0.05862624943256378,-0.042006440460681915,0.004289266653358936,0.0026722413022071123,0.0650005117058754,-0.03918677940964699,-0.015362296253442764,0.03854704275727272,-0.011128703132271767,-0.014934663660824299,0.07474849373102188,-0.04133397713303566,-0.011083350516855717,0.03856155276298523,-0.03704836964607239,-0.032945290207862854,0.1098010241985321,-0.01870458945631981,-0.06141110882163048,-0.017364758998155594,0.001257505500689149,-0.0010303603485226631,-0.04808606207370758,0.024824192747473717,0.02087351866066456,-0.06021222099661827,0.043636348098516464,0.10663303732872009,0.002742817858234048,-0.020383238792419434,0.030835304409265518,-0.00856772530823946,0.03747617080807686,0.014750350266695023,-0.10262534022331238,-0.06173311173915863,0.010948100127279758,0.04887787252664566,-0.025921283289790154,-0.015709280967712402,-0.05625089630484581,0.06134996935725212,0.10068713873624802,-0.029334409162402153,0.06409549713134766,-0.055324848741292953,-0.020785335451364517,-0.03404398262500763,-0.007936966605484486,-0.003930969163775444,-0.0197236780077219,0.02912670560181141,-0.02131306566298008,0.04695359244942665,0.01089318934828043,-0.01691465824842453,0.04636084660887718,0.0182114876806736,0.04737645387649536,0.013431590981781483,-0.01155101414769888,0.015934133902192116,0.006309001240879297,-0.0453195795416832,0.040873199701309204,0.018351608887314796,-0.026795022189617157,-0.0046586948446929455,0.033078160136938095,0.01940695382654667,0.00934155099093914,0.039712440222501755,0.054998770356178284,0.041520413011312485,-0.01457117311656475,-0.04591790959239006,-0.20785866677761078,0.05498164892196655,-0.023161036893725395,-0.017838986590504646,0.008322631940245628,-0.0417562834918499,0.01843603514134884,-0.06676942110061646,-0.038673318922519684,0.021000893786549568,0.07607697695493698,-0.01887558028101921,-0.07379818707704544,0.08993612229824066,-0.02893819846212864,0.058927081525325775,-0.004996400326490402,-0.034543901681900024,-0.01019890047609806,-0.02862364426255226,0.01128760352730751,0.03728620335459709,-0.02508571930229664,-0.04034123197197914,0.03376039117574692,0.008137484081089497,0.19033370912075043,0.014052430167794228,0.03909456357359886,-0.024974435567855835,0.059394802898168564,0.009275546297430992,-0.046241842210292816,-0.13732706010341644,0.025742147117853165,0.04081206023693085,-0.048106785863637924,-0.005344221368432045,-0.03934274986386299,-0.0367840901017189,-0.04917387664318085,0.06856777518987656,-0.048493653535842896,-0.04636237397789955,0.04039960727095604,-0.037130553275346756,-0.026454245671629906,0.03183552250266075,-0.05551503598690033,0.01444313582032919,-0.016314823180437088,-0.05839560553431511,0.005251280497759581,0.052530206739902496,0.007408043369650841,-0.0038844337686896324,-0.053372710943222046,0.023433510214090347,-0.031928934156894684,0.05417972058057785,0.017157062888145447,-0.02935813181102276,0.0487053357064724,-0.04285290837287903,0.03100101463496685,0.014374879188835621,-0.06046194210648537,-0.028944378718733788,0.01199555303901434,-0.021502256393432617,-0.01701333373785019,0.09649872034788132,0.008652766235172749,-0.07602950185537338,0.07302100211381912,0.05128496140241623,-0.0018131061224266887,-0.010542705655097961,-0.05824211239814758,-0.03191336616873741,0.04150862246751785,-0.006851772777736187,-0.012028410099446774,0.02158433385193348,0.04543760046362877,0.014681239612400532,0.024324366822838783,-0.004512873478233814,0.030218642204999924,-0.04814688861370087,0.0025952057912945747,0.027918657287955284,-0.038307588547468185,-0.013406707905232906,0.020957140251994133,0.002969654044136405,-0.31279775500297546,0.03942267224192619,0.04735111817717552,-0.014813734218478203,-0.04232378676533699,0.002293395111337304,-0.01956574060022831,-0.012584530748426914,-0.06920403987169266,0.03393414244055748,0.01913025602698326,0.04338175803422928,0.028103753924369812,-0.00252565648406744,-0.00021304769325070083,0.01135878823697567,0.028027549386024475,0.026186034083366394,0.004920349922031164,-0.07988337427377701,0.04576151818037033,-0.004871721379458904,0.17765389382839203,-0.03109978511929512,0.02524145506322384,-0.008742475882172585,0.016988910734653473,0.062208473682403564,0.052583713084459305,-0.0031034417916089296,0.048610392957925797,0.04574230685830116,0.08878631144762039,-0.05777041241526604,0.05565110221505165,0.03610210865736008,-0.023543130606412888,0.015625201165676117,0.014221097342669964,-0.029651977121829987,-0.08426607400178909,-0.028113631531596184,-0.029817892238497734,-0.0017927694134414196,0.08638747036457062,-0.03507884964346886,-0.02886124886572361,-0.042110104113817215,0.04588707536458969,0.023850752040743828,-0.000514545536134392,-0.024034475907683372,-0.03810557723045349,-0.003006160957738757,0.040942370891571045,0.012055523693561554,0.0008384514367207885,-0.03174198418855667,-0.0808858722448349,-0.02240133471786976,0.008120935410261154,-0.0473669096827507,0.006387774832546711,0.0860908031463623,0.04811170697212219],"section":"3318","text":"\u00a7 3318. Lactation room in public buildings\n(a) Definitions .\u2014\nIn this section:\n(1) Appropriate authority .\u2014\nThe term \u201cappropriate authority\u201d means the head of a Federal agency, the Architect of the Capitol, or other official authority responsible for the operation of a public building.\n(2) Covered public building .\u2014\nThe term \u201ccovered public building\u201d means a public building (as defined in section 3301) that is open to the public and contains a public restroom, and includes a building listed in section 6301 or 5101.\n(3) Lactation room .\u2014\nThe term \u201clactation room\u201d means a hygienic place, other than a bathroom, that\u2014\n(A) is shielded from view;\n(B) is free from intrusion; and\n(C) contains a chair, a working surface, and, if the public building is otherwise supplied with electricity, an electrical outlet.\n\n(b) Lactation Room Required .\u2014\nExcept as provided in subsection (c), the appropriate authority of a covered public building shall ensure that the building contains a lactation room that is made available for use by members of the public to express breast milk.\n(c) Exceptions .\u2014\nA covered public building may be excluded from the requirement in subsection (b) at the discretion of the appropriate authority if\u2014\n(1) the public building\u2014\n(A) does not contain a lactation room for employees who work in the building; and\n(B) does not have a room that could be repurposed as a lactation room or a space that could be made private using portable materials, at a reasonable cost; or\n\n(2) new construction would be required to create a lactation room in the public building and the cost of such construction is unfeasible.\n\n(d) No Unauthorized Entry .\u2014\nNothing in this section shall be construed to authorize an individual to enter a public building or portion thereof that the individual is not otherwise authorized to enter.","title":"40"}],"schema_version":"autoencoder-training-job-v3","split_snapshot_id":"qualification-validation-3958f72f5f5b466216230ead676f1178fcdbdba963de07cba2e6325c81831f88","target_shard_max_bytes":268435456,"target_snapshot_artifact":{"bytes":14363360,"path":"/home/barberb/lift_coding/external/ipfs_datasets/workspace/test-logs/federal-corpus-audits/distributed-features-20260929/native-r3/worker-b/jobs/span-attempt-5fe6d32b1301171e418fd681c6e32178849fa823827a2237dfb902b5f64eb643/attempt-1/artifacts/1b/1b4c12e53a3830f0b31d927aad7700387a45f1d9a91f82ddaf1cec40b6a0544e","sha256":"1b4c12e53a3830f0b31d927aad7700387a45f1d9a91f82ddaf1cec40b6a0544e"},"target_snapshot_id":"sha256:0fc39d2345417df69c14ebf0fe8763298ebefee05c204f4b8e7372e995471cf4","training_config":{"epochs":3,"hard_example_fraction":1.0,"l2_regularization":0.0,"learning_rate":0.35,"legal_ir_bridge_names":["modal_frame_logic","deontic_norms","fol_tdfol","cec_dcec","external_prover_router"],"legal_ir_evaluate_provers":false,"legal_ir_parallel_workers":1,"max_cosine_regression":0.01,"max_cross_entropy_regression":0.0,"max_legal_ir_loss_regression":0.02,"max_line_search_attempts":2,"max_reconstruction_regression":0.02,"max_seconds":90.0,"metric_disk_cache":0,"objective_cosine_gap_weight":1.5,"objective_cross_entropy_weight":1.0,"objective_legal_ir_weight":1.0,"objective_reconstruction_weight":1.0,"profile_projection":true,"projection_candidate_update_order":["decoded_embedding_structural"],"projection_max_update_families":5,"projection_momentum":0.25,"projection_optimizer_mode":"productive_adaptive","projection_reconstruction_objective":"raw_decoder","projection_update_backend":"python_sparse_batch","use_sample_memory":false},"validation_samples":[{"citation":"36 U.S.C. \u00a7 50106","embedding_model":"thenlper/gte-small","embedding_vector":[-0.02796941250562668,-0.03380327671766281,0.059746988117694855,-0.05499305576086044,-0.013082158751785755,0.03834710270166397,0.04616749659180641,0.010431600734591484,-0.008531885221600533,-0.000891302537638694,0.008437803946435452,-0.03361110761761665,0.03564859926700592,0.00023405958199873567,-0.03982185572385788,0.021942701190710068,0.017868829891085625,0.0009861353319138288,-0.06354891508817673,0.04550875350832939,0.07783787697553635,-0.06941092759370804,-3.3536821320012677e-06,-0.020936407148838043,0.024963082745671272,0.018889063969254494,-0.0065925391390919685,0.025981750339269638,-0.06657753139734268,-0.18532663583755493,-0.02221567928791046,-0.0534842275083065,0.002903188578784466,0.0026813563890755177,0.04266155883669853,-0.0437018945813179,-0.010871673002839088,0.06415936350822449,-0.058804381638765335,0.00910282600671053,0.00683530094102025,0.008495425805449486,0.03908880427479744,-0.02966102585196495,-0.05789066478610039,-0.0058160629123449326,0.018412889912724495,0.023376455530524254,0.04423286020755768,-0.008180315606296062,0.05130259692668915,-0.06439478695392609,0.020052623003721237,0.03053625300526619,-0.004249379970133305,0.04115356132388115,0.04288767650723457,0.004026682581752539,0.08299688994884491,0.00633431039750576,0.05419464409351349,0.056220412254333496,-0.23540730774402618,0.08804915100336075,0.053913116455078125,0.04341442137956619,-0.04255654662847519,-0.011003813706338406,-0.005216723773628473,-0.009365741163492203,-0.017213083803653717,0.04940548539161682,0.017173347994685173,0.08246731013059616,0.0009845518507063389,-0.012504912912845612,-0.015524571761488914,0.006636105012148619,-0.004374157637357712,-0.020016135647892952,-0.036285027861595154,-0.07069551199674606,-0.03501461073756218,-0.01746831089258194,0.005849526263773441,-0.06024155765771866,0.029529009014368057,-0.06659748405218124,0.07976976037025452,0.06174135580658913,-0.050115641206502914,-0.02373553067445755,-0.002468318911269307,-0.011193303391337395,-0.04914706572890282,-0.050501029938459396,-0.024874212220311165,0.020093746483325958,-0.032643843442201614,0.21195054054260254,-0.042101506143808365,0.007314434740692377,0.034035708755254745,-0.05992084741592407,0.013437813147902489,0.019243987277150154,0.011588936671614647,-0.01821315661072731,-0.025543170049786568,0.013384463265538216,-0.010389851406216621,0.01966145448386669,0.026889579370617867,-0.04363140091300011,0.02218964695930481,0.024436505511403084,0.021271171048283577,0.05656810477375984,-0.022330963984131813,-0.02996225841343403,-0.017166538164019585,-0.0007004810613580048,0.004986182786524296,0.012613534927368164,-0.0003143650246784091,-0.08172766864299774,0.01890714466571808,0.07473732531070709,0.02244291454553604,0.027770917862653732,0.07328595966100693,-0.03099135309457779,-0.030411027371883392,-0.03182244300842285,0.046938396990299225,0.014872260391712189,0.0013831928372383118,0.005921277683228254,-0.001696410938166082,0.011697090230882168,-0.06023639813065529,-0.1064172014594078,-0.011110828258097172,-0.12998203933238983,0.012658129446208477,0.0817023515701294,-0.011987482197582722,0.023718515411019325,-0.09536898881196976,0.05367129668593407,-0.016873177140951157,0.06092998385429382,-0.01801897957921028,-0.05656655505299568,0.007071362342685461,0.048498596996068954,0.014297246932983398,0.019353823736310005,-0.03161732479929924,-0.01346405316144228,0.023717300966382027,-0.01568414643406868,-0.016667529940605164,0.17813433706760406,0.06442917883396149,-0.06188454106450081,0.002306996611878276,-0.01622018776834011,0.009402868337929249,-0.02731800451874733,0.01584181748330593,0.041916344314813614,-0.04455980658531189,-0.0014983684523031116,0.09443588554859161,0.061935555189847946,-0.01903979852795601,0.03593584895133972,-0.01950281485915184,0.06193145364522934,0.03144345059990883,-0.022789059206843376,-0.057387303560972214,0.03162562474608421,0.00798768736422062,-0.02083042450249195,-0.03753107786178589,-0.05974960699677467,0.0058883000165224075,0.07702266424894333,-0.08170203864574432,0.05800003185868263,-0.042791698127985,-0.015209745615720749,-0.06807069480419159,0.010916654020547867,-0.02940586768090725,-0.036989763379096985,0.014576061628758907,-0.0639917403459549,-0.012559314258396626,0.0462983064353466,-0.034642208367586136,0.03659858554601669,-0.007792139425873756,0.026144511997699738,0.004746139515191317,0.01910698227584362,-0.003340085968375206,-0.04379954934120178,-0.03934081643819809,0.03031565062701702,0.060988374054431915,-0.024299902841448784,-0.035430897027254105,0.0572151355445385,0.025689009577035904,0.03218148648738861,0.035620901733636856,0.019757749512791634,0.031932465732097626,-0.06298784166574478,-0.025925759226083755,-0.20524008572101593,0.02011607587337494,-0.015537395142018795,0.0070033324882388115,0.014454718679189682,-0.03602071851491928,0.031873881816864014,-0.01020034309476614,-0.0350058414041996,0.036344438791275024,0.061322830617427826,-0.003025161102414131,-0.003706129966303706,0.028821108862757683,-0.000992224900983274,0.039498213678598404,0.04103130102157593,-0.020968638360500336,-0.03406798839569092,0.032109957188367844,-0.01956660859286785,-0.015122338198125362,-0.0105103999376297,-0.01922229491174221,0.08426226675510406,-0.054003749042749405,0.15770110487937927,0.006775842048227787,0.03355748578906059,-0.017487073317170143,0.0689435750246048,0.014658289030194283,-0.025273334234952927,-0.14292864501476288,0.030885448679327965,0.036207303404808044,-0.08079797029495239,-0.0018152245320379734,-0.0033761956728994846,-0.007555358577519655,-0.04830861836671829,0.03362197428941727,-0.06248858943581581,-0.04395654797554016,0.031488507986068726,-0.05614839866757393,-0.05526458099484444,0.0010453280992805958,-0.0012871952494606376,-0.02023359388113022,0.05196858569979668,-0.08723071217536926,-0.0021181574556976557,0.05208379030227661,0.047057632356882095,-0.04632484167814255,-0.10548318922519684,0.026591407135128975,-0.043350812047719955,0.06851425021886826,-0.0374050997197628,-0.02893710322678089,0.02791563980281353,-0.030468178912997246,0.05433805286884308,-0.03002694807946682,-0.034817714244127274,0.007246476132422686,0.05268138647079468,-0.001208696747198701,-0.038467712700366974,0.03825663775205612,0.03606218099594116,-0.04850032553076744,0.025005454197525978,-0.01864122971892357,0.042190369218587875,0.0032227840274572372,-0.022339681163430214,-0.04123472794890404,0.03851553052663803,-0.0014239824377000332,0.027356388047337532,0.05318126082420349,0.023949455469846725,0.04451416805386543,0.048680320382118225,0.017162909731268883,-0.0030239426996558905,-0.04911931976675987,-0.03286350518465042,0.04153743013739586,-0.009218785911798477,-0.021302610635757446,0.030105246230959892,0.010152368806302547,-0.29884859919548035,0.0228474922478199,0.02407529205083847,0.001840908662416041,-0.0393948033452034,0.025136297568678856,0.02263479493558407,0.017795365303754807,-0.080509252846241,0.030428113415837288,0.05261725187301636,0.017265932634472847,0.020981058478355408,-0.030658014118671417,-0.005015361588448286,0.03402792289853096,0.04083196073770523,-0.041908033192157745,0.04942774027585983,-0.05086434632539749,0.03017834946513176,0.02077029086649418,0.22259029746055603,-0.013458111323416233,0.02004813402891159,0.008853450417518616,0.021904347464442253,0.033409297466278076,-0.005799195729196072,0.026969296857714653,0.07921190559864044,0.028361842036247253,0.09082802385091782,-0.045561257749795914,0.046522095799446106,0.013296115212142467,-0.05768703296780586,0.06492822617292404,0.02185961790382862,-0.05203905701637268,-0.12259093672037125,0.002784483600407839,-0.004290618933737278,-0.029908398166298866,0.10120707750320435,-0.014987342990934849,-0.06110895425081253,-0.02918173372745514,0.015898624435067177,0.07352923601865768,-0.047204628586769104,0.014018038287758827,-0.03191094473004341,0.010331791825592518,0.006957285571843386,-0.01885085552930832,0.006626389920711517,-0.04622163251042366,0.010740872472524643,-0.04170139133930206,-0.021010788157582283,-0.031822849065065384,-0.022476190701127052,0.06393827497959137,-0.00010489690612303093],"section":"50106","text":"\u00a7 50106. Powers\nThe corporation has only the powers provided in its bylaws and articles of incorporation filed in each State in which it is incorporated.","title":"36"},{"citation":"42 U.S.C. \u00a7 8286a","embedding_model":"thenlper/gte-small","embedding_vector":[-0.05196074768900871,-0.008833933621644974,0.03331529721617699,-0.014863037504255772,0.04411787539720535,0.07427096366882324,0.07574553787708282,0.0330672562122345,-0.05482427030801773,0.009730327874422073,-0.0027844926808029413,-0.06352083384990692,0.029840869829058647,0.021526189520955086,0.000744560151360929,0.025011766701936722,-0.026043379679322243,0.0498148649930954,-0.03327367454767227,0.010623006150126457,0.0813445895910263,-0.005930321291089058,-0.033526983112096786,-0.047550976276397705,-0.005085621494799852,0.047652024775743484,-0.09370358288288116,-0.021709419786930084,-0.022149616852402687,-0.18420839309692383,-0.004616881255060434,-0.009287103079259396,0.03617875650525093,-0.014151250943541527,-0.01583896018564701,-0.04948251694440842,-0.011842260137200356,-0.003870928892865777,-0.049717050045728683,0.06863365322351456,0.011472269892692566,-0.0129306735470891,0.018606843426823616,-0.05260038748383522,-0.06168067827820778,-0.017949163913726807,-0.04527217894792557,0.012661265209317207,-0.007439692970365286,-0.014162329956889153,0.06221986562013626,-0.012393228709697723,0.007032825145870447,0.07786411046981812,0.055111054331064224,0.04580986872315407,0.07144802063703537,0.039569128304719925,0.05643117427825928,0.029504360631108284,0.021510621532797813,0.06652291864156723,-0.2503393590450287,0.09908605366945267,0.053090211004018784,0.007976268418133259,-0.02172561176121235,-0.04000198468565941,0.04631276801228523,0.010936672799289227,-0.048089705407619476,0.014010492712259293,-0.025549564510583878,8.03291768534109e-05,0.01936597190797329,0.006892913021147251,-0.02019358053803444,-0.032166920602321625,-0.04507141560316086,-0.013429490849375725,-0.03830718621611595,-0.043977800756692886,-0.03215537965297699,-0.010575976222753525,-0.01704375259578228,-0.0686303898692131,0.012701408006250858,-0.02514747343957424,0.028116125613451004,0.04969806969165802,-0.04134361073374748,-0.0597400963306427,0.015494444407522678,0.057009417563676834,-0.04460660368204117,-0.04809582605957985,0.06234395503997803,0.04911048337817192,-0.04879472032189369,0.17357061803340912,-0.05826275050640106,0.013497318141162395,-0.009544311091303825,0.01773296669125557,0.013027025386691093,-0.020334625616669655,0.004023914225399494,-0.008940961211919785,0.007089134305715561,0.012763342820107937,0.01721135526895523,-0.020339103415608406,0.009148064069449902,-0.05314904823899269,0.04107752814888954,0.015634695068001747,0.020050181075930595,0.013416490517556667,-0.02014985680580139,-0.01540981326252222,0.00183968897908926,0.03279462084174156,0.04321792721748352,0.02130979299545288,0.01969093643128872,-0.10129417479038239,0.014822801575064659,0.06873489916324615,-0.0004340544401202351,0.03641229867935181,0.06307299435138702,-0.07572455704212189,-0.04367760941386223,-0.010124878957867622,0.005175198893994093,0.008236159570515156,0.008358362130820751,0.00969831645488739,0.025236045941710472,0.010150576010346413,-0.010300740599632263,-0.09505478292703629,-0.027026575058698654,-0.10468581318855286,-0.03214192017912865,0.15206369757652283,-0.028746286407113075,0.0367327444255352,-0.05493816360831261,-0.005586606450378895,-0.02081480622291565,0.04506206512451172,-0.023635946214199066,-0.02279803156852722,0.021479209885001183,0.03211493045091629,-0.0014629994984716177,0.03184283897280693,-0.05166361853480339,0.03632749244570732,0.009164638817310333,0.008519301190972328,-0.01972823403775692,0.13103361427783966,-0.001957687782123685,-0.05754398554563522,0.005972702521830797,0.012070958502590656,0.012236440554261208,0.0295900609344244,0.04481523111462593,0.027690889313817024,-0.031058622524142265,-0.00467397877946496,0.07192907482385635,0.011335744522511959,0.02205800823867321,-0.0015454223612323403,-0.031968917697668076,0.03661815822124481,0.04256578907370567,-0.05947111174464226,-0.04638354852795601,0.0349196121096611,0.047013748437166214,-0.04944109544157982,-0.06878552585840225,-0.027417441830039024,0.019442884251475334,0.0694592297077179,-0.0794794112443924,0.0479305163025856,-0.02780197001993656,-0.014010297134518623,-0.005851944908499718,-0.016324013471603394,-0.04477870091795921,-0.02149374410510063,-0.028637003153562546,-0.061794888228178024,0.030716033652424812,0.050985608249902725,-0.031218478456139565,0.05771764740347862,0.014797516167163849,0.03574185445904732,0.0026000184006989002,-0.03143109753727913,0.05077074468135834,0.02485031820833683,-0.025659142062067986,0.03268624469637871,0.029627472162246704,-0.02998393587768078,-0.02660958096385002,0.04062923043966293,0.012327766977250576,0.026833081617951393,0.020526908338069916,0.06867799162864685,0.0687885731458664,-0.006676073651760817,-0.0011523331049829721,-0.24717287719249725,0.006855527870357037,-0.018486296758055687,-0.0033682265784591436,0.04195208102464676,-0.05204214155673981,0.06628436595201492,-0.0459732785820961,-0.0662945955991745,0.08543407171964645,0.031199483200907707,-0.00396936759352684,-0.058488428592681885,0.03636935353279114,-0.0159196425229311,0.04748929291963577,0.04588188976049423,-0.02263171784579754,-0.025199944153428078,-0.0060031176544725895,-0.05399896577000618,0.03209361806511879,-0.009704790078103542,-0.0352180153131485,0.045365214347839355,0.024567056447267532,0.19224822521209717,-0.0028455855790525675,0.01579437218606472,-0.012315603904426098,0.049091484397649765,0.04059264436364174,-0.027846181765198708,-0.12057655304670334,0.06737326085567474,-0.008574919775128365,-0.04383402317762375,0.045566342771053314,-0.02223397046327591,-0.04943632706999779,0.016657277941703796,0.01779322884976864,-0.0038593884091824293,-0.04705484211444855,0.032765015959739685,-0.03541206568479538,-0.04541090875864029,-0.0036162727046757936,-0.06308384984731674,-0.006743084639310837,0.016739409416913986,-0.05952271819114685,0.009115352295339108,0.02636314369738102,0.039487916976213455,-0.03376093879342079,-0.07047061622142792,0.06545395404100418,-0.02678746171295643,0.022287368774414062,-0.007709853816777468,-0.03712336719036102,0.05310205742716789,-0.03317062929272652,0.010760944336652756,-0.02629685029387474,-0.03900565579533577,-0.005891053006052971,0.0069955079816281796,-0.035689957439899445,-0.04205214977264404,0.08210736513137817,0.0344495065510273,-0.07562042772769928,0.043449025601148605,0.04432744160294533,0.011518129147589207,0.0031103722285479307,-0.017689168453216553,-0.02808666042983532,0.03233246132731438,-0.051959797739982605,0.0004497598856687546,0.0391867533326149,0.038447752594947815,0.016602514311671257,0.018043402582406998,0.003141219262033701,0.025777295231819153,-0.05120650678873062,-0.015923993661999702,-2.6423165763844736e-05,-0.027375739067792892,-0.02441011555492878,0.051388442516326904,-0.008220549672842026,-0.3294566869735718,0.013506831601262093,0.016785208135843277,0.015984555706381798,0.0014507698360830545,0.017352329567074776,0.021891461685299873,0.028858231380581856,-0.07158862799406052,0.023631343618035316,0.0222249124199152,0.03826102614402771,0.01675758883357048,0.0029573836363852024,-0.015069140121340752,0.02867819555103779,0.061315879225730896,-0.029866477474570274,0.023447202518582344,-0.0733196884393692,0.03721679747104645,0.04711884260177612,0.22083038091659546,-0.01982070878148079,-0.0023362571373581886,0.024657905101776123,-0.014112839475274086,0.053277503699064255,0.05793744698166847,-0.01695684902369976,-0.00046569586265832186,-0.017267052084207535,0.10755030810832977,-0.0346844345331192,0.06340845674276352,0.01719830557703972,-0.043749842792749405,0.008862892165780067,0.02009602077305317,-0.03242575377225876,-0.07642543315887451,0.0049604554660618305,-0.03466806188225746,-0.01291715819388628,0.09810531139373779,-0.0012186854146420956,-0.06899391114711761,-0.07163401693105698,0.0025536075700074434,0.00693399365991354,0.005078551359474659,-0.017465002834796906,-0.032393913716077805,-0.022780725732445717,0.026913966983556747,0.0037875089328736067,-0.05368650332093239,0.015427425503730774,-0.03369004279375076,-0.04041576012969017,0.019742242991924286,-0.014953591860830784,-0.02550671435892582,0.0389983132481575,0.04335404559969902],"section":"8286a","text":"\u00a7 8286a. Use of factors and data\nFactors and data consented to pursuant to may be revised and agreed to by a consensus of the heads of the various Federal agencies involved. Such factors and data shall be used by all Federal agencies in establishing and revising various energy conservation standards used by such agencies, except that other factors and data may be used with respect to the standards applicable to any program if\u2014\n(1) the other factors and data are approved by the Secretary of Energy solely on the basis that such other factors and data are critical to meet the unique needs of the program concerned;\n(2) using the consented to factors and data would cause a violation of an express provision of law; or\n(3) statutory requirements or responsibilities require a modification of the consented to factors and data.","title":"42"}],"variant":{"jurisdiction":"us","model_variant":"incremental-modal:feature-pretraining-v1","source_language":"en","target_formal_language":"typed_deontic_ir"}},"job_spec_canonical_sha256":"8766feee819dacc8787dcbdb3a5c6b3bd57ac363c606eb5850eef92a134dc52a","legal_ir_evaluate_provers":false,"legal_ir_parallel_workers":1,"memory_after_training_before_serialization":{"major_faults":0,"max_rss_kib":944632,"minor_faults":567761,"private_clean_kib":0,"private_dirty_kib":784472,"pss_kib":784853,"rss_kib":795372,"shared_clean_kib":10896,"shared_dirty_kib":4},"memory_before_training":{"major_faults":0,"max_rss_kib":929964,"minor_faults":368592,"private_clean_kib":0,"private_dirty_kib":775352,"pss_kib":775631,"rss_kib":785368,"shared_clean_kib":10012,"shared_dirty_kib":4},"metric_disk_cache":0,"ontology_capture_observation":{"captures":[{"capture_scope_id":null,"discarded_record_count":0,"elapsed_seconds":1.5532342039514333,"emitted_record_count":2,"name":"optimizer_wrapper","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":null,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":1,"started_record_count":2},{"capture_scope_id":1,"discarded_record_count":0,"elapsed_seconds":1.5496841669082642,"emitted_record_count":2,"name":"capture_samples","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":1,"record_scope_id":null,"returned_record_count":2,"reuse_qualified":false,"sample_id":null,"scope_id":2,"started_record_count":2},{"capture_scope_id":null,"discarded_record_count":0,"elapsed_seconds":1.495695732999593,"emitted_record_count":1,"name":"optimizer_wrapper","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":null,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":16,"started_record_count":1},{"capture_scope_id":16,"discarded_record_count":0,"elapsed_seconds":1.495687237009406,"emitted_record_count":1,"name":"capture_samples","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":16,"record_scope_id":null,"returned_record_count":1,"reuse_qualified":false,"sample_id":null,"scope_id":17,"started_record_count":1},{"capture_scope_id":null,"discarded_record_count":0,"elapsed_seconds":1.1137234009802341,"emitted_record_count":2,"name":"optimizer_wrapper","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":null,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":25,"started_record_count":2},{"capture_scope_id":25,"discarded_record_count":0,"elapsed_seconds":1.1137149690184742,"emitted_record_count":2,"name":"capture_samples","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":25,"record_scope_id":null,"returned_record_count":2,"reuse_qualified":false,"sample_id":null,"scope_id":26,"started_record_count":2},{"capture_scope_id":null,"discarded_record_count":0,"elapsed_seconds":1.1095948740839958,"emitted_record_count":2,"name":"optimizer_wrapper","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":null,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":40,"started_record_count":2},{"capture_scope_id":40,"discarded_record_count":0,"elapsed_seconds":1.1095866339746863,"emitted_record_count":2,"name":"capture_samples","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":40,"record_scope_id":null,"returned_record_count":2,"reuse_qualified":false,"sample_id":null,"scope_id":41,"started_record_count":2},{"capture_scope_id":null,"discarded_record_count":0,"elapsed_seconds":1.1207272978499532,"emitted_record_count":2,"name":"optimizer_wrapper","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":null,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":55,"started_record_count":2},{"capture_scope_id":55,"discarded_record_count":0,"elapsed_seconds":1.1207187380641699,"emitted_record_count":2,"name":"capture_samples","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":55,"record_scope_id":null,"returned_record_count":2,"reuse_qualified":false,"sample_id":null,"scope_id":56,"started_record_count":2},{"capture_scope_id":null,"discarded_record_count":0,"elapsed_seconds":1.1116126470733434,"emitted_record_count":2,"name":"optimizer_wrapper","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":null,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":70,"started_record_count":2},{"capture_scope_id":70,"discarded_record_count":0,"elapsed_seconds":1.1116049829870462,"emitted_record_count":2,"name":"capture_samples","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":70,"record_scope_id":null,"returned_record_count":2,"reuse_qualified":false,"sample_id":null,"scope_id":71,"started_record_count":2},{"capture_scope_id":null,"discarded_record_count":0,"elapsed_seconds":1.0907990671694279,"emitted_record_count":2,"name":"optimizer_wrapper","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":null,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":85,"started_record_count":2},{"capture_scope_id":85,"discarded_record_count":0,"elapsed_seconds":1.0907912431284785,"emitted_record_count":2,"name":"capture_samples","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":85,"record_scope_id":null,"returned_record_count":2,"reuse_qualified":false,"sample_id":null,"scope_id":86,"started_record_count":2},{"capture_scope_id":null,"discarded_record_count":0,"elapsed_seconds":1.0931951359380037,"emitted_record_count":2,"name":"optimizer_wrapper","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":null,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":100,"started_record_count":2},{"capture_scope_id":100,"discarded_record_count":0,"elapsed_seconds":1.0931869759224355,"emitted_record_count":2,"name":"capture_samples","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":100,"record_scope_id":null,"returned_record_count":2,"reuse_qualified":false,"sample_id":null,"scope_id":101,"started_record_count":2}],"context_closed":true,"conversions":[{"capture_scope_id":2,"error_count":0,"record_scope_id":4,"reuse_qualified":false,"scope_id":7,"stage":"recipient_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":2,"error_count":0,"record_scope_id":4,"reuse_qualified":false,"scope_id":9,"stage":"procedure_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":2,"error_count":0,"record_scope_id":10,"reuse_qualified":false,"scope_id":13,"stage":"recipient_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":2,"error_count":0,"record_scope_id":10,"reuse_qualified":false,"scope_id":15,"stage":"procedure_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":17,"error_count":0,"record_scope_id":19,"reuse_qualified":false,"scope_id":22,"stage":"recipient_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":17,"error_count":0,"record_scope_id":19,"reuse_qualified":false,"scope_id":24,"stage":"procedure_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":26,"error_count":0,"record_scope_id":28,"reuse_qualified":false,"scope_id":31,"stage":"recipient_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":26,"error_count":0,"record_scope_id":28,"reuse_qualified":false,"scope_id":33,"stage":"procedure_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":26,"error_count":0,"record_scope_id":34,"reuse_qualified":false,"scope_id":37,"stage":"recipient_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":26,"error_count":0,"record_scope_id":34,"reuse_qualified":false,"scope_id":39,"stage":"procedure_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":41,"error_count":0,"record_scope_id":43,"reuse_qualified":false,"scope_id":46,"stage":"recipient_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":41,"error_count":0,"record_scope_id":43,"reuse_qualified":false,"scope_id":48,"stage":"procedure_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":41,"error_count":0,"record_scope_id":49,"reuse_qualified":false,"scope_id":52,"stage":"recipient_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":41,"error_count":0,"record_scope_id":49,"reuse_qualified":false,"scope_id":54,"stage":"procedure_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":56,"error_count":0,"record_scope_id":58,"reuse_qualified":false,"scope_id":61,"stage":"recipient_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":56,"error_count":0,"record_scope_id":58,"reuse_qualified":false,"scope_id":63,"stage":"procedure_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":56,"error_count":0,"record_scope_id":64,"reuse_qualified":false,"scope_id":67,"stage":"recipient_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":56,"error_count":0,"record_scope_id":64,"reuse_qualified":false,"scope_id":69,"stage":"procedure_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":71,"error_count":0,"record_scope_id":73,"reuse_qualified":false,"scope_id":76,"stage":"recipient_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":71,"error_count":0,"record_scope_id":73,"reuse_qualified":false,"scope_id":78,"stage":"procedure_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":71,"error_count":0,"record_scope_id":79,"reuse_qualified":false,"scope_id":82,"stage":"recipient_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":71,"error_count":0,"record_scope_id":79,"reuse_qualified":false,"scope_id":84,"stage":"procedure_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":86,"error_count":0,"record_scope_id":88,"reuse_qualified":false,"scope_id":91,"stage":"recipient_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":86,"error_count":0,"record_scope_id":88,"reuse_qualified":false,"scope_id":93,"stage":"procedure_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":86,"error_count":0,"record_scope_id":94,"reuse_qualified":false,"scope_id":97,"stage":"recipient_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":86,"error_count":0,"record_scope_id":94,"reuse_qualified":false,"scope_id":99,"stage":"procedure_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":101,"error_count":0,"record_scope_id":103,"reuse_qualified":false,"scope_id":106,"stage":"recipient_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":101,"error_count":0,"record_scope_id":103,"reuse_qualified":false,"scope_id":108,"stage":"procedure_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":101,"error_count":0,"record_scope_id":109,"reuse_qualified":false,"scope_id":112,"stage":"recipient_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":101,"error_count":0,"record_scope_id":109,"reuse_qualified":false,"scope_id":114,"stage":"procedure_conversion","status":"success","successful":true,"supported":true,"warning_count":0}],"counters":{"captures_observed":16,"conversions_observed":30,"records_emitted":15,"records_observed":15,"stages_observed":83},"errors":[],"limits":{"captures":128,"conversions":32768,"errors":4096,"label_characters":256,"producer_identity_json_bytes":65536,"records":4096,"stages":32768},"memory_bound_scope":"retained row counts and label lengths; Python overhead is not byte-attested","observations_complete":true,"observations_scope":"Instrumented capture boundaries, direct suppressed exceptions, and explicitly observed conversion results only; transitive parser/repair failures may remain unobserved. Returned without observed error does not establish reuse eligibility.","producer_identity":{"job_spec_sha256":"8766feee819dacc8787dcbdb3a5c6b3bd57ac363c606eb5850eef92a134dc52a","scope":"worker job label; not a complete dependency or reuse attestation","target_snapshot_id":"sha256:0fc39d2345417df69c14ebf0fe8763298ebefee05c204f4b8e7372e995471cf4"},"producer_identity_verified":false,"records":[{"capture_scope_id":2,"discarded_record_count":0,"elapsed_seconds":0.5791108859702945,"emitted_record_count":0,"name":"record","observed_error_count":0,"ordinal":0,"outcome":"returned_without_observed_error","parent_scope_id":2,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":"us-code-36-50106-bb17fee26e3ac266","scope_id":4,"started_record_count":0},{"capture_scope_id":2,"discarded_record_count":0,"elapsed_seconds":0.9705484639853239,"emitted_record_count":0,"name":"record","observed_error_count":0,"ordinal":1,"outcome":"returned_without_observed_error","parent_scope_id":2,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":"us-code-42-8286a-579bf6232e305315","scope_id":10,"started_record_count":0},{"capture_scope_id":17,"discarded_record_count":0,"elapsed_seconds":1.4956709800753742,"emitted_record_count":0,"name":"record","observed_error_count":0,"ordinal":0,"outcome":"returned_without_observed_error","parent_scope_id":17,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":"us-code-40-3318-429cfc454b54ce35","scope_id":19,"started_record_count":0},{"capture_scope_id":26,"discarded_record_count":0,"elapsed_seconds":0.23952439706772566,"emitted_record_count":0,"name":"record","observed_error_count":0,"ordinal":0,"outcome":"returned_without_observed_error","parent_scope_id":26,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":"us-code-36-50106-bb17fee26e3ac266","scope_id":28,"started_record_count":0},{"capture_scope_id":26,"discarded_record_count":0,"elapsed_seconds":0.8741706509608775,"emitted_record_count":0,"name":"record","observed_error_count":0,"ordinal":1,"outcome":"returned_without_observed_error","parent_scope_id":26,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":"us-code-42-8286a-579bf6232e305315","scope_id":34,"started_record_count":0},{"capture_scope_id":41,"discarded_record_count":0,"elapsed_seconds":0.2385857910849154,"emitted_record_count":0,"name":"record","observed_error_count":0,"ordinal":0,"outcome":"returned_without_observed_error","parent_scope_id":41,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":"us-code-36-50106-bb17fee26e3ac266","scope_id":43,"started_record_count":0},{"capture_scope_id":41,"discarded_record_count":0,"elapsed_seconds":0.8709830509033054,"emitted_record_count":0,"name":"record","observed_error_count":0,"ordinal":1,"outcome":"returned_without_observed_error","parent_scope_id":41,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":"us-code-42-8286a-579bf6232e305315","scope_id":49,"started_record_count":0},{"capture_scope_id":56,"discarded_record_count":0,"elapsed_seconds":0.2418325119651854,"emitted_record_count":0,"name":"record","observed_error_count":0,"ordinal":0,"outcome":"returned_without_observed_error","parent_scope_id":56,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":"us-code-36-50106-bb17fee26e3ac266","scope_id":58,"started_record_count":0},{"capture_scope_id":56,"discarded_record_count":0,"elapsed_seconds":0.8788686580955982,"emitted_record_count":0,"name":"record","observed_error_count":0,"ordinal":1,"outcome":"returned_without_observed_error","parent_scope_id":56,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":"us-code-42-8286a-579bf6232e305315","scope_id":64,"started_record_count":0},{"capture_scope_id":71,"discarded_record_count":0,"elapsed_seconds":0.23987848195247352,"emitted_record_count":0,"name":"record","observed_error_count":0,"ordinal":0,"outcome":"returned_without_observed_error","parent_scope_id":71,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":"us-code-36-50106-bb17fee26e3ac266","scope_id":73,"started_record_count":0},{"capture_scope_id":71,"discarded_record_count":0,"elapsed_seconds":0.8717081651557237,"emitted_record_count":0,"name":"record","observed_error_count":0,"ordinal":1,"outcome":"returned_without_observed_error","parent_scope_id":71,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":"us-code-42-8286a-579bf6232e305315","scope_id":79,"started_record_count":0},{"capture_scope_id":86,"discarded_record_count":0,"elapsed_seconds":0.23425477999262512,"emitted_record_count":0,"name":"record","observed_error_count":0,"ordinal":0,"outcome":"returned_without_observed_error","parent_scope_id":86,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":"us-code-36-50106-bb17fee26e3ac266","scope_id":88,"started_record_count":0},{"capture_scope_id":86,"discarded_record_count":0,"elapsed_seconds":0.8565188790671527,"emitted_record_count":0,"name":"record","observed_error_count":0,"ordinal":1,"outcome":"returned_without_observed_error","parent_scope_id":86,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":"us-code-42-8286a-579bf6232e305315","scope_id":94,"started_record_count":0},{"capture_scope_id":101,"discarded_record_count":0,"elapsed_seconds":0.2359268539585173,"emitted_record_count":0,"name":"record","observed_error_count":0,"ordinal":0,"outcome":"returned_without_observed_error","parent_scope_id":101,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":"us-code-36-50106-bb17fee26e3ac266","scope_id":103,"started_record_count":0},{"capture_scope_id":101,"discarded_record_count":0,"elapsed_seconds":0.8572430808562785,"emitted_record_count":0,"name":"record","observed_error_count":0,"ordinal":1,"outcome":"returned_without_observed_error","parent_scope_id":101,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":"us-code-42-8286a-579bf6232e305315","scope_id":109,"started_record_count":0}],"reuse_qualified":false,"schema_version":"ontology-capture-observation-v1","stage_totals":{"actors":{"aborted_scopes":0,"calls":15,"elapsed_seconds":0.21014182199724019,"scopes_with_observed_error":0},"fallback_projection":{"aborted_scopes":0,"calls":15,"elapsed_seconds":8.658587812678888,"scopes_with_observed_error":0},"frame_triples":{"aborted_scopes":0,"calls":15,"elapsed_seconds":1.7647631466388702e-05,"scopes_with_observed_error":0},"procedure":{"aborted_scopes":0,"calls":15,"elapsed_seconds":0.20814171293750405,"scopes_with_observed_error":0},"recipient":{"aborted_scopes":0,"calls":15,"elapsed_seconds":0.44166896399110556,"scopes_with_observed_error":0},"recipient_import":{"aborted_scopes":0,"calls":8,"elapsed_seconds":2.1361280232667923e-05,"scopes_with_observed_error":0}},"stage_totals_scope":"retained stage rows; incomplete when observation bounds truncate rows","stages":[{"capture_scope_id":2,"discarded_record_count":0,"elapsed_seconds":1.5851110219955444e-06,"emitted_record_count":0,"name":"recipient_import","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":2,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":3,"started_record_count":0},{"capture_scope_id":2,"discarded_record_count":0,"elapsed_seconds":2.0158477127552032e-06,"emitted_record_count":0,"name":"frame_triples","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":4,"record_scope_id":4,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":5,"started_record_count":0},{"capture_scope_id":2,"discarded_record_count":0,"elapsed_seconds":0.5522942079696804,"emitted_record_count":0,"name":"fallback_projection","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":4,"record_scope_id":4,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":6,"started_record_count":0},{"capture_scope_id":2,"discarded_record_count":0,"elapsed_seconds":0.017639579018577933,"emitted_record_count":0,"name":"recipient","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":4,"record_scope_id":4,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":7,"started_record_count":0},{"capture_scope_id":2,"discarded_record_count":0,"elapsed_seconds":0.003601078875362873,"emitted_record_count":0,"name":"actors","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":4,"record_scope_id":4,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":8,"started_record_count":0},{"capture_scope_id":2,"discarded_record_count":0,"elapsed_seconds":0.0024206440430134535,"emitted_record_count":0,"name":"procedure","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":4,"record_scope_id":4,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":9,"started_record_count":0},{"capture_scope_id":2,"discarded_record_count":0,"elapsed_seconds":2.4640467017889023e-06,"emitted_record_count":0,"name":"frame_triples","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":10,"record_scope_id":10,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":11,"started_record_count":0},{"capture_scope_id":2,"discarded_record_count":0,"elapsed_seconds":0.7685067949350923,"emitted_record_count":0,"name":"fallback_projection","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":10,"record_scope_id":10,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":12,"started_record_count":0},{"capture_scope_id":2,"discarded_record_count":0,"elapsed_seconds":0.14195405505597591,"emitted_record_count":0,"name":"recipient","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":10,"record_scope_id":10,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":13,"started_record_count":0},{"capture_scope_id":2,"discarded_record_count":0,"elapsed_seconds":0.022099774098023772,"emitted_record_count":0,"name":"actors","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":10,"record_scope_id":10,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":14,"started_record_count":0},{"capture_scope_id":2,"discarded_record_count":0,"elapsed_seconds":0.021668120054528117,"emitted_record_count":0,"name":"procedure","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":10,"record_scope_id":10,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":15,"started_record_count":0},{"capture_scope_id":17,"discarded_record_count":0,"elapsed_seconds":3.232154995203018e-06,"emitted_record_count":0,"name":"recipient_import","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":17,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":18,"started_record_count":0},{"capture_scope_id":17,"discarded_record_count":0,"elapsed_seconds":1.2801028788089752e-06,"emitted_record_count":0,"name":"frame_triples","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":19,"record_scope_id":19,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":20,"started_record_count":0},{"capture_scope_id":17,"discarded_record_count":0,"elapsed_seconds":1.3082007481716573,"emitted_record_count":0,"name":"fallback_projection","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":19,"record_scope_id":19,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":21,"started_record_count":0},{"capture_scope_id":17,"discarded_record_count":0,"elapsed_seconds":0.06373951002024114,"emitted_record_count":0,"name":"recipient","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":19,"record_scope_id":19,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":22,"started_record_count":0},{"capture_scope_id":17,"discarded_record_count":0,"elapsed_seconds":0.049191304948180914,"emitted_record_count":0,"name":"actors","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":19,"record_scope_id":19,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":23,"started_record_count":0},{"capture_scope_id":17,"discarded_record_count":0,"elapsed_seconds":0.04948954889550805,"emitted_record_count":0,"name":"procedure","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":19,"record_scope_id":19,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":24,"started_record_count":0},{"capture_scope_id":26,"discarded_record_count":0,"elapsed_seconds":2.9280781745910645e-06,"emitted_record_count":0,"name":"recipient_import","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":26,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":27,"started_record_count":0},{"capture_scope_id":26,"discarded_record_count":0,"elapsed_seconds":8.961651474237442e-07,"emitted_record_count":0,"name":"frame_triples","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":28,"record_scope_id":28,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":29,"started_record_count":0},{"capture_scope_id":26,"discarded_record_count":0,"elapsed_seconds":0.23014812706969678,"emitted_record_count":0,"name":"fallback_projection","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":28,"record_scope_id":28,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":30,"started_record_count":0},{"capture_scope_id":26,"discarded_record_count":0,"elapsed_seconds":0.0020798558834940195,"emitted_record_count":0,"name":"recipient","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":28,"record_scope_id":28,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":31,"started_record_count":0},{"capture_scope_id":26,"discarded_record_count":0,"elapsed_seconds":0.001673480961471796,"emitted_record_count":0,"name":"actors","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":28,"record_scope_id":28,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":32,"started_record_count":0},{"capture_scope_id":26,"discarded_record_count":0,"elapsed_seconds":0.0016295290552079678,"emitted_record_count":0,"name":"procedure","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":28,"record_scope_id":28,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":33,"started_record_count":0},{"capture_scope_id":26,"discarded_record_count":0,"elapsed_seconds":8.638016879558563e-07,"emitted_record_count":0,"name":"frame_triples","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":34,"record_scope_id":34,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":35,"started_record_count":0},{"capture_scope_id":26,"discarded_record_count":0,"elapsed_seconds":0.7790925709996372,"emitted_record_count":0,"name":"fallback_projection","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":34,"record_scope_id":34,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":36,"started_record_count":0},{"capture_scope_id":26,"discarded_record_count":0,"elapsed_seconds":0.0354171278886497,"emitted_record_count":0,"name":"recipient","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":34,"record_scope_id":34,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":37,"started_record_count":0},{"capture_scope_id":26,"discarded_record_count":0,"elapsed_seconds":0.021380660124123096,"emitted_record_count":0,"name":"actors","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":34,"record_scope_id":34,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":38,"started_record_count":0},{"capture_scope_id":26,"discarded_record_count":0,"elapsed_seconds":0.02151002106256783,"emitted_record_count":0,"name":"procedure","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":34,"record_scope_id":34,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":39,"started_record_count":0},{"capture_scope_id":41,"discarded_record_count":0,"elapsed_seconds":2.735992893576622e-06,"emitted_record_count":0,"name":"recipient_import","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":41,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":42,"started_record_count":0},{"capture_scope_id":41,"discarded_record_count":0,"elapsed_seconds":1.13598071038723e-06,"emitted_record_count":0,"name":"frame_triples","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":43,"record_scope_id":43,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":44,"started_record_count":0},{"capture_scope_id":41,"discarded_record_count":0,"elapsed_seconds":0.22937985882163048,"emitted_record_count":0,"name":"fallback_projection","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":43,"record_scope_id":43,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":45,"started_record_count":0},{"capture_scope_id":41,"discarded_record_count":0,"elapsed_seconds":0.0020503830164670944,"emitted_record_count":0,"name":"recipient","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":43,"record_scope_id":43,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":46,"started_record_count":0},{"capture_scope_id":41,"discarded_record_count":0,"elapsed_seconds":0.0016484728548675776,"emitted_record_count":0,"name":"actors","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":43,"record_scope_id":43,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":47,"started_record_count":0},{"capture_scope_id":41,"discarded_record_count":0,"elapsed_seconds":0.0016143610700964928,"emitted_record_count":0,"name":"procedure","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":43,"record_scope_id":43,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":48,"started_record_count":0},{"capture_scope_id":41,"discarded_record_count":0,"elapsed_seconds":1.183943822979927e-06,"emitted_record_count":0,"name":"frame_triples","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":49,"record_scope_id":49,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":50,"started_record_count":0},{"capture_scope_id":41,"discarded_record_count":0,"elapsed_seconds":0.7764317949768156,"emitted_record_count":0,"name":"fallback_projection","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":49,"record_scope_id":49,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":51,"started_record_count":0},{"capture_scope_id":41,"discarded_record_count":0,"elapsed_seconds":0.03450287505984306,"emitted_record_count":0,"name":"recipient","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":49,"record_scope_id":49,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":52,"started_record_count":0},{"capture_scope_id":41,"discarded_record_count":0,"elapsed_seconds":0.02156110992655158,"emitted_record_count":0,"name":"actors","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":49,"record_scope_id":49,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":53,"started_record_count":0},{"capture_scope_id":41,"discarded_record_count":0,"elapsed_seconds":0.021790602011606097,"emitted_record_count":0,"name":"procedure","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":49,"record_scope_id":49,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":54,"started_record_count":0},{"capture_scope_id":56,"discarded_record_count":0,"elapsed_seconds":2.5921035557985306e-06,"emitted_record_count":0,"name":"recipient_import","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":56,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":57,"started_record_count":0},{"capture_scope_id":56,"discarded_record_count":0,"elapsed_seconds":1.200009137392044e-06,"emitted_record_count":0,"name":"frame_triples","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":58,"record_scope_id":58,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":59,"started_record_count":0},{"capture_scope_id":56,"discarded_record_count":0,"elapsed_seconds":0.23202911484986544,"emitted_record_count":0,"name":"fallback_projection","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":58,"record_scope_id":58,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":60,"started_record_count":0},{"capture_scope_id":56,"discarded_record_count":0,"elapsed_seconds":0.0020612631924450397,"emitted_record_count":0,"name":"recipient","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":58,"record_scope_id":58,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":61,"started_record_count":0},{"capture_scope_id":56,"discarded_record_count":0,"elapsed_seconds":0.0016581688541918993,"emitted_record_count":0,"name":"actors","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":58,"record_scope_id":58,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":62,"started_record_count":0},{"capture_scope_id":56,"discarded_record_count":0,"elapsed_seconds":0.0016014650464057922,"emitted_record_count":0,"name":"procedure","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":58,"record_scope_id":58,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":63,"started_record_count":0},{"capture_scope_id":56,"discarded_record_count":0,"elapsed_seconds":9.920913726091385e-07,"emitted_record_count":0,"name":"frame_triples","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":64,"record_scope_id":64,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":65,"started_record_count":0},{"capture_scope_id":56,"discarded_record_count":0,"elapsed_seconds":0.7847722398582846,"emitted_record_count":0,"name":"fallback_projection","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":64,"record_scope_id":64,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":66,"started_record_count":0},{"capture_scope_id":56,"discarded_record_count":0,"elapsed_seconds":0.03486511996015906,"emitted_record_count":0,"name":"recipient","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":64,"record_scope_id":64,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":67,"started_record_count":0},{"capture_scope_id":56,"discarded_record_count":0,"elapsed_seconds":0.02145774895325303,"emitted_record_count":0,"name":"actors","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":64,"record_scope_id":64,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":68,"started_record_count":0},{"capture_scope_id":56,"discarded_record_count":0,"elapsed_seconds":0.02094267006032169,"emitted_record_count":0,"name":"procedure","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":64,"record_scope_id":64,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":69,"started_record_count":0},{"capture_scope_id":71,"discarded_record_count":0,"elapsed_seconds":2.8319191187620163e-06,"emitted_record_count":0,"name":"recipient_import","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":71,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":72,"started_record_count":0},{"capture_scope_id":71,"discarded_record_count":0,"elapsed_seconds":1.216074451804161e-06,"emitted_record_count":0,"name":"frame_triples","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":73,"record_scope_id":73,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":74,"started_record_count":0},{"capture_scope_id":71,"discarded_record_count":0,"elapsed_seconds":0.23087636195123196,"emitted_record_count":0,"name":"fallback_projection","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":73,"record_scope_id":73,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":75,"started_record_count":0},{"capture_scope_id":71,"discarded_record_count":0,"elapsed_seconds":0.0020431990269571543,"emitted_record_count":0,"name":"recipient","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":73,"record_scope_id":73,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":76,"started_record_count":0},{"capture_scope_id":71,"discarded_record_count":0,"elapsed_seconds":0.0016352399252355099,"emitted_record_count":0,"name":"actors","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":73,"record_scope_id":73,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":77,"started_record_count":0},{"capture_scope_id":71,"discarded_record_count":0,"elapsed_seconds":0.0015961842145770788,"emitted_record_count":0,"name":"procedure","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":73,"record_scope_id":73,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":78,"started_record_count":0},{"capture_scope_id":71,"discarded_record_count":0,"elapsed_seconds":7.520429790019989e-07,"emitted_record_count":0,"name":"frame_triples","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":79,"record_scope_id":79,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":80,"started_record_count":0},{"capture_scope_id":71,"discarded_record_count":0,"elapsed_seconds":0.7782214370090514,"emitted_record_count":0,"name":"fallback_projection","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":79,"record_scope_id":79,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":81,"started_record_count":0},{"capture_scope_id":71,"discarded_record_count":0,"elapsed_seconds":0.03493268904276192,"emitted_record_count":0,"name":"recipient","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":79,"record_scope_id":79,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":82,"started_record_count":0},{"capture_scope_id":71,"discarded_record_count":0,"elapsed_seconds":0.020992686040699482,"emitted_record_count":0,"name":"actors","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":79,"record_scope_id":79,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":83,"started_record_count":0},{"capture_scope_id":71,"discarded_record_count":0,"elapsed_seconds":0.02080580312758684,"emitted_record_count":0,"name":"procedure","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":79,"record_scope_id":79,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":84,"started_record_count":0},{"capture_scope_id":86,"discarded_record_count":0,"elapsed_seconds":2.783956006169319e-06,"emitted_record_count":0,"name":"recipient_import","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":86,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":87,"started_record_count":0},{"capture_scope_id":86,"discarded_record_count":0,"elapsed_seconds":8.798670023679733e-07,"emitted_record_count":0,"name":"frame_triples","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":88,"record_scope_id":88,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":89,"started_record_count":0},{"capture_scope_id":86,"discarded_record_count":0,"elapsed_seconds":0.22546981507912278,"emitted_record_count":0,"name":"fallback_projection","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":88,"record_scope_id":88,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":90,"started_record_count":0},{"capture_scope_id":86,"discarded_record_count":0,"elapsed_seconds":0.002047135028988123,"emitted_record_count":0,"name":"recipient","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":88,"record_scope_id":88,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":91,"started_record_count":0},{"capture_scope_id":86,"discarded_record_count":0,"elapsed_seconds":0.0016164090484380722,"emitted_record_count":0,"name":"actors","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":88,"record_scope_id":88,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":92,"started_record_count":0},{"capture_scope_id":86,"discarded_record_count":0,"elapsed_seconds":0.0016068881377577782,"emitted_record_count":0,"name":"procedure","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":88,"record_scope_id":88,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":93,"started_record_count":0},{"capture_scope_id":86,"discarded_record_count":0,"elapsed_seconds":1.0079238563776016e-06,"emitted_record_count":0,"name":"frame_triples","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":94,"record_scope_id":94,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":95,"started_record_count":0},{"capture_scope_id":86,"discarded_record_count":0,"elapsed_seconds":0.7667271660175174,"emitted_record_count":0,"name":"fallback_projection","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":94,"record_scope_id":94,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":96,"started_record_count":0},{"capture_scope_id":86,"discarded_record_count":0,"elapsed_seconds":0.03313829400576651,"emitted_record_count":0,"name":"recipient","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":94,"record_scope_id":94,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":97,"started_record_count":0},{"capture_scope_id":86,"discarded_record_count":0,"elapsed_seconds":0.02011710498481989,"emitted_record_count":0,"name":"actors","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":94,"record_scope_id":94,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":98,"started_record_count":0},{"capture_scope_id":86,"discarded_record_count":0,"elapsed_seconds":0.0200678079854697,"emitted_record_count":0,"name":"procedure","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":94,"record_scope_id":94,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":99,"started_record_count":0},{"capture_scope_id":101,"discarded_record_count":0,"elapsed_seconds":2.671964466571808e-06,"emitted_record_count":0,"name":"recipient_import","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":101,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":102,"started_record_count":0},{"capture_scope_id":101,"discarded_record_count":0,"elapsed_seconds":8.798670023679733e-07,"emitted_record_count":0,"name":"frame_triples","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":103,"record_scope_id":103,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":104,"started_record_count":0},{"capture_scope_id":101,"discarded_record_count":0,"elapsed_seconds":0.2272589630447328,"emitted_record_count":0,"name":"fallback_projection","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":103,"record_scope_id":103,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":105,"started_record_count":0},{"capture_scope_id":101,"discarded_record_count":0,"elapsed_seconds":0.0020251187961548567,"emitted_record_count":0,"name":"recipient","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":103,"record_scope_id":103,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":106,"started_record_count":0},{"capture_scope_id":101,"discarded_record_count":0,"elapsed_seconds":0.0016195771750062704,"emitted_record_count":0,"name":"actors","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":103,"record_scope_id":103,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":107,"started_record_count":0},{"capture_scope_id":101,"discarded_record_count":0,"elapsed_seconds":0.0015913040842860937,"emitted_record_count":0,"name":"procedure","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":103,"record_scope_id":103,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":108,"started_record_count":0},{"capture_scope_id":101,"discarded_record_count":0,"elapsed_seconds":8.798670023679733e-07,"emitted_record_count":0,"name":"frame_triples","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":109,"record_scope_id":109,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":110,"started_record_count":0},{"capture_scope_id":101,"discarded_record_count":0,"elapsed_seconds":0.7691786119248718,"emitted_record_count":0,"name":"fallback_projection","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":109,"record_scope_id":109,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":111,"started_record_count":0},{"capture_scope_id":101,"discarded_record_count":0,"elapsed_seconds":0.03317275899462402,"emitted_record_count":0,"name":"recipient","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":109,"record_scope_id":109,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":112,"started_record_count":0},{"capture_scope_id":101,"discarded_record_count":0,"elapsed_seconds":0.019889005227014422,"emitted_record_count":0,"name":"actors","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":109,"record_scope_id":109,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":113,"started_record_count":0},{"capture_scope_id":101,"discarded_record_count":0,"elapsed_seconds":0.01980676408857107,"emitted_record_count":0,"name":"procedure","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":109,"record_scope_id":109,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":114,"started_record_count":0}]},"optimizer_accepted_epochs":3,"optimizer_history_persisted":false,"overlapping_normalized_text_sha256":[],"overlapping_sample_ids":[],"pretraining_seconds":6.677019359078258,"process_cache_initially_empty":true,"process_target_cache_initial_entries":0,"profile_projection":true,"projection_optimizer_scope":"job_local_reset_per_training_call","promotion_performed":false,"row_patch_transport":"accepted sparse segments and immutable manifest; complete candidate checkpoint not written","run_id":"incremental-4f51567838d097afbb922e8cd5da96a2ab1690a7cf6c228adbaa39f5fe04ee1d","runtime":{"native_pool":null,"pid":2388212,"python":"3.12.3"},"sample_build_seconds":0.15799377020448446,"sample_count":1,"sample_records_sha256":"54b12abfc6c89c2d7d44fe46f2099d7ec13e7da7f16af331263262889a5f419b","schema_version":"autoencoder-training-worker-receipt-v1","shared_target_count":3,"shared_target_reuse":{"enabled":true,"preparation_included_in_training_seconds":false,"scope":"Complete verified targets supplied to every training/tuning evaluation; timeout fallbacks remain timeout observations, not successful conversions.","target_source":"verified_shared_artifact"},"shared_target_split_status_counts":{"training":{"ready":1},"validation":{"ready":2}},"shared_target_status_counts":{"ready":3},"shared_target_supervision":{"admitted":false,"bridge_names":["modal_frame_logic","deontic_norms","fol_tdfol","cec_dcec","external_prover_router"],"complete":true,"failed_bridge_count":0,"formalized":false,"returned_accepted_bridge_count":15,"schema_version":"feature-shared-target-supervision/v1","scope":"native payload bridge supervision; not semantic qualification or Lean admission","target_count":3,"target_sample_ids":["us-code-36-50106-bb17fee26e3ac266","us-code-40-3318-429cfc454b54ce35","us-code-42-8286a-579bf6232e305315"],"timeout_target_count":0},"shared_target_verification_scope":"artifact bytes, manifest/config and requested training/validation targets; unrequested target semantics not decoded","shared_targets_verified":true,"shared_timeout_fallback_count":0,"source_manifest_verified":true,"source_verification_scope":"file hashes before/after job, pinned module origins, and unchanged files since first process job; modules loaded before first job are not bytecode-attested","sparse_patch_bytes":13371213,"sparse_patch_segments":[{"bytes":4457202,"capture_context":{"base_revision":0,"base_state_identity":"f71c07c78afcf05cb33d4cc77921f16d7a85d808607ec2783d32e0a186469ccd","identity_hashing_scope":"dirty_components_not_touched_rows","identity_hashing_seconds":0.09864058182574809,"identity_profile":"existing-normalized-component-state-identity","identity_stats_after":{"component_count":38,"component_digest_compute_count":44,"component_digest_compute_counts":{"applied_leanstral_guidance_ids":1,"applied_proof_feedback_ids":1,"applied_todo_ids":1,"architecture_version":1,"compiler_quality_embedding_weights":2,"compiler_quality_family_logits":1,"decoded_embeddings":1,"decompiler_plan_embedding_weights":2,"decompiler_plan_family_logits":1,"decompiler_plan_legal_ir_view_logits":1,"family_embedding_weights":2,"family_legal_ir_view_embedding_weights":1,"family_logits":1,"family_semantic_slot_embedding_weights":1,"family_semantic_slot_legal_ir_view_embedding_weights":1,"family_semantic_slot_legal_ir_view_logits":1,"feature_embedding_weights":1,"feature_family_logits":1,"feature_legal_ir_view_logits":1,"legal_ir_view_embedding_weights":1,"legal_ir_view_family_logits":1,"legal_ir_view_logits":1,"logic_signature_embedding_weights":2,"logic_signature_family_logits":1,"logic_signature_legal_ir_view_logits":1,"predicate_argument_embedding_weights":2,"predicate_argument_family_logits":1,"predicate_argument_legal_ir_view_logits":1,"proof_auxiliary_head_logits":1,"proof_feedback_version_fingerprint":1,"round_trip_signal_embedding_weights":2,"round_trip_signal_family_logits":1,"round_trip_signal_legal_ir_view_logits":1,"semantic_slot_embedding_weights":1,"semantic_slot_family_logits":1,"semantic_slot_legal_ir_view_embedding_weights":1,"semantic_slot_legal_ir_view_family_logits":1,"semantic_slot_legal_ir_view_logits":1},"component_recomputations":44,"dirty_component_count":0,"identity_recomputations":2,"revision":565},"identity_stats_before":{"component_count":38,"component_digest_compute_count":38,"component_digest_compute_counts":{"applied_leanstral_guidance_ids":1,"applied_proof_feedback_ids":1,"applied_todo_ids":1,"architecture_version":1,"compiler_quality_embedding_weights":1,"compiler_quality_family_logits":1,"decoded_embeddings":1,"decompiler_plan_embedding_weights":1,"decompiler_plan_family_logits":1,"decompiler_plan_legal_ir_view_logits":1,"family_embedding_weights":1,"family_legal_ir_view_embedding_weights":1,"family_logits":1,"family_semantic_slot_embedding_weights":1,"family_semantic_slot_legal_ir_view_embedding_weights":1,"family_semantic_slot_legal_ir_view_logits":1,"feature_embedding_weights":1,"feature_family_logits":1,"feature_legal_ir_view_logits":1,"legal_ir_view_embedding_weights":1,"legal_ir_view_family_logits":1,"legal_ir_view_logits":1,"logic_signature_embedding_weights":1,"logic_signature_family_logits":1,"logic_signature_legal_ir_view_logits":1,"predicate_argument_embedding_weights":1,"predicate_argument_family_logits":1,"predicate_argument_legal_ir_view_logits":1,"proof_auxiliary_head_logits":1,"proof_feedback_version_fingerprint":1,"round_trip_signal_embedding_weights":1,"round_trip_signal_family_logits":1,"round_trip_signal_legal_ir_view_logits":1,"semantic_slot_embedding_weights":1,"semantic_slot_family_logits":1,"semantic_slot_legal_ir_view_embedding_weights":1,"semantic_slot_legal_ir_view_family_logits":1,"semantic_slot_legal_ir_view_logits":1},"component_recomputations":38,"dirty_component_count":0,"identity_recomputations":1,"revision":0},"label":"projection-commit:1:decoded_embedding_structural","result_revision":565,"result_state_identity":"8c28fb96ddb0e603fec7237b67f515dac62dedc93ef352ba7548d96fe229bd84"},"path":"/home/barberb/lift_coding/external/ipfs_datasets/workspace/test-logs/federal-corpus-audits/distributed-features-20260929/native-r3/worker-b/jobs/span-attempt-5fe6d32b1301171e418fd681c6e32178849fa823827a2237dfb902b5f64eb643/attempt-1/progress/outputs/incremental-4f51567838d097afbb922e8cd5da96a2ab1690a7cf6c228adbaa39f5fe04ee1d/accepted-000000.patch.json","sha256":"9b7bec98a83e0658c0c3424e01124a70993e7a6929a355e78f411bdc34d90193"},{"bytes":4457005,"capture_context":{"base_revision":565,"base_state_identity":"8c28fb96ddb0e603fec7237b67f515dac62dedc93ef352ba7548d96fe229bd84","identity_hashing_scope":"dirty_components_not_touched_rows","identity_hashing_seconds":0.09825904108583927,"identity_profile":"existing-normalized-component-state-identity","identity_stats_after":{"component_count":38,"component_digest_compute_count":50,"component_digest_compute_counts":{"applied_leanstral_guidance_ids":1,"applied_proof_feedback_ids":1,"applied_todo_ids":1,"architecture_version":1,"compiler_quality_embedding_weights":3,"compiler_quality_family_logits":1,"decoded_embeddings":1,"decompiler_plan_embedding_weights":3,"decompiler_plan_family_logits":1,"decompiler_plan_legal_ir_view_logits":1,"family_embedding_weights":3,"family_legal_ir_view_embedding_weights":1,"family_logits":1,"family_semantic_slot_embedding_weights":1,"family_semantic_slot_legal_ir_view_embedding_weights":1,"family_semantic_slot_legal_ir_view_logits":1,"feature_embedding_weights":1,"feature_family_logits":1,"feature_legal_ir_view_logits":1,"legal_ir_view_embedding_weights":1,"legal_ir_view_family_logits":1,"legal_ir_view_logits":1,"logic_signature_embedding_weights":3,"logic_signature_family_logits":1,"logic_signature_legal_ir_view_logits":1,"predicate_argument_embedding_weights":3,"predicate_argument_family_logits":1,"predicate_argument_legal_ir_view_logits":1,"proof_auxiliary_head_logits":1,"proof_feedback_version_fingerprint":1,"round_trip_signal_embedding_weights":3,"round_trip_signal_family_logits":1,"round_trip_signal_legal_ir_view_logits":1,"semantic_slot_embedding_weights":1,"semantic_slot_family_logits":1,"semantic_slot_legal_ir_view_embedding_weights":1,"semantic_slot_legal_ir_view_family_logits":1,"semantic_slot_legal_ir_view_logits":1},"component_recomputations":50,"dirty_component_count":0,"identity_recomputations":3,"revision":931},"identity_stats_before":{"component_count":38,"component_digest_compute_count":44,"component_digest_compute_counts":{"applied_leanstral_guidance_ids":1,"applied_proof_feedback_ids":1,"applied_todo_ids":1,"architecture_version":1,"compiler_quality_embedding_weights":2,"compiler_quality_family_logits":1,"decoded_embeddings":1,"decompiler_plan_embedding_weights":2,"decompiler_plan_family_logits":1,"decompiler_plan_legal_ir_view_logits":1,"family_embedding_weights":2,"family_legal_ir_view_embedding_weights":1,"family_logits":1,"family_semantic_slot_embedding_weights":1,"family_semantic_slot_legal_ir_view_embedding_weights":1,"family_semantic_slot_legal_ir_view_logits":1,"feature_embedding_weights":1,"feature_family_logits":1,"feature_legal_ir_view_logits":1,"legal_ir_view_embedding_weights":1,"legal_ir_view_family_logits":1,"legal_ir_view_logits":1,"logic_signature_embedding_weights":2,"logic_signature_family_logits":1,"logic_signature_legal_ir_view_logits":1,"predicate_argument_embedding_weights":2,"predicate_argument_family_logits":1,"predicate_argument_legal_ir_view_logits":1,"proof_auxiliary_head_logits":1,"proof_feedback_version_fingerprint":1,"round_trip_signal_embedding_weights":2,"round_trip_signal_family_logits":1,"round_trip_signal_legal_ir_view_logits":1,"semantic_slot_embedding_weights":1,"semantic_slot_family_logits":1,"semantic_slot_legal_ir_view_embedding_weights":1,"semantic_slot_legal_ir_view_family_logits":1,"semantic_slot_legal_ir_view_logits":1},"component_recomputations":44,"dirty_component_count":0,"identity_recomputations":2,"revision":565},"label":"projection-commit:2:decoded_embedding_structural","result_revision":931,"result_state_identity":"356ff5b11a6c1fe968a553d2f26c93f133104de064d302b549b668afb5855589"},"path":"/home/barberb/lift_coding/external/ipfs_datasets/workspace/test-logs/federal-corpus-audits/distributed-features-20260929/native-r3/worker-b/jobs/span-attempt-5fe6d32b1301171e418fd681c6e32178849fa823827a2237dfb902b5f64eb643/attempt-1/progress/outputs/incremental-4f51567838d097afbb922e8cd5da96a2ab1690a7cf6c228adbaa39f5fe04ee1d/accepted-000001.patch.json","sha256":"38ca77311042f7800135935f9d3b08d0e34e597e6a1d0c4558e1baaad21a169b"},{"bytes":4457006,"capture_context":{"base_revision":931,"base_state_identity":"356ff5b11a6c1fe968a553d2f26c93f133104de064d302b549b668afb5855589","identity_hashing_scope":"dirty_components_not_touched_rows","identity_hashing_seconds":0.09814575873315334,"identity_profile":"existing-normalized-component-state-identity","identity_stats_after":{"component_count":38,"component_digest_compute_count":56,"component_digest_compute_counts":{"applied_leanstral_guidance_ids":1,"applied_proof_feedback_ids":1,"applied_todo_ids":1,"architecture_version":1,"compiler_quality_embedding_weights":4,"compiler_quality_family_logits":1,"decoded_embeddings":1,"decompiler_plan_embedding_weights":4,"decompiler_plan_family_logits":1,"decompiler_plan_legal_ir_view_logits":1,"family_embedding_weights":4,"family_legal_ir_view_embedding_weights":1,"family_logits":1,"family_semantic_slot_embedding_weights":1,"family_semantic_slot_legal_ir_view_embedding_weights":1,"family_semantic_slot_legal_ir_view_logits":1,"feature_embedding_weights":1,"feature_family_logits":1,"feature_legal_ir_view_logits":1,"legal_ir_view_embedding_weights":1,"legal_ir_view_family_logits":1,"legal_ir_view_logits":1,"logic_signature_embedding_weights":4,"logic_signature_family_logits":1,"logic_signature_legal_ir_view_logits":1,"predicate_argument_embedding_weights":4,"predicate_argument_family_logits":1,"predicate_argument_legal_ir_view_logits":1,"proof_auxiliary_head_logits":1,"proof_feedback_version_fingerprint":1,"round_trip_signal_embedding_weights":4,"round_trip_signal_family_logits":1,"round_trip_signal_legal_ir_view_logits":1,"semantic_slot_embedding_weights":1,"semantic_slot_family_logits":1,"semantic_slot_legal_ir_view_embedding_weights":1,"semantic_slot_legal_ir_view_family_logits":1,"semantic_slot_legal_ir_view_logits":1},"component_recomputations":56,"dirty_component_count":0,"identity_recomputations":4,"revision":9489},"identity_stats_before":{"component_count":38,"component_digest_compute_count":50,"component_digest_compute_counts":{"applied_leanstral_guidance_ids":1,"applied_proof_feedback_ids":1,"applied_todo_ids":1,"architecture_version":1,"compiler_quality_embedding_weights":3,"compiler_quality_family_logits":1,"decoded_embeddings":1,"decompiler_plan_embedding_weights":3,"decompiler_plan_family_logits":1,"decompiler_plan_legal_ir_view_logits":1,"family_embedding_weights":3,"family_legal_ir_view_embedding_weights":1,"family_logits":1,"family_semantic_slot_embedding_weights":1,"family_semantic_slot_legal_ir_view_embedding_weights":1,"family_semantic_slot_legal_ir_view_logits":1,"feature_embedding_weights":1,"feature_family_logits":1,"feature_legal_ir_view_logits":1,"legal_ir_view_embedding_weights":1,"legal_ir_view_family_logits":1,"legal_ir_view_logits":1,"logic_signature_embedding_weights":3,"logic_signature_family_logits":1,"logic_signature_legal_ir_view_logits":1,"predicate_argument_embedding_weights":3,"predicate_argument_family_logits":1,"predicate_argument_legal_ir_view_logits":1,"proof_auxiliary_head_logits":1,"proof_feedback_version_fingerprint":1,"round_trip_signal_embedding_weights":3,"round_trip_signal_family_logits":1,"round_trip_signal_legal_ir_view_logits":1,"semantic_slot_embedding_weights":1,"semantic_slot_family_logits":1,"semantic_slot_legal_ir_view_embedding_weights":1,"semantic_slot_legal_ir_view_family_logits":1,"semantic_slot_legal_ir_view_logits":1},"component_recomputations":50,"dirty_component_count":0,"identity_recomputations":3,"revision":931},"label":"projection-commit:3:decoded_embedding_structural","result_revision":9489,"result_state_identity":"f85d3ac964aa786365fdc55267f17a16e1c2b54086c57e7dec33b39cdd9558e7"},"path":"/home/barberb/lift_coding/external/ipfs_datasets/workspace/test-logs/federal-corpus-audits/distributed-features-20260929/native-r3/worker-b/jobs/span-attempt-5fe6d32b1301171e418fd681c6e32178849fa823827a2237dfb902b5f64eb643/attempt-1/progress/outputs/incremental-4f51567838d097afbb922e8cd5da96a2ab1690a7cf6c228adbaa39f5fe04ee1d/accepted-000002.patch.json","sha256":"23480536ee70d899431af080e5d3658b229b769df8f07bb04d9aa208aee9cd63"}],"target_artifact_format":"bundle","target_artifact_verification_seconds":0.030871876049786806,"target_hydration_gc":{"applied":false,"collection_seconds":0.0,"explicit_collection_performed":false,"gc_enabled_after":true,"gc_enabled_before":true,"gc_stats_after":[{"collected":8825,"collections":6512,"uncollectable":0},{"collected":1020,"collections":591,"uncollectable":0},{"collected":99,"collections":21,"uncollectable":0}],"gc_stats_before":[{"collected":8825,"collections":186,"uncollectable":0},{"collected":1020,"collections":16,"uncollectable":0},{"collected":89,"collections":1,"uncollectable":0}],"gc_stats_delta":[{"collected":0,"collections":6326,"uncollectable":0},{"collected":0,"collections":575,"uncollectable":0},{"collected":10,"collections":20,"uncollectable":0}],"gc_threshold_after":[700,10,10],"gc_threshold_before":[700,10,10],"hydrate_seconds":4.93517163884826,"max_referenced_uncompressed_bytes":268435456,"policy":"default","referenced_uncompressed_bytes":null,"requested":false,"skip_reason":"not_requested","total_seconds":4.9351948872208595},"target_hydration_seconds":4.935207271017134,"target_load_seconds":5.773887051036581,"target_reduction":{"applied":false,"hash_seconds":0.0,"initialization_seconds":0.0,"memory_after":null,"memory_before":null,"original_target_count":3,"policy":"worker_private_native_targets_v1","preparation_seconds":0.0,"prepared_target_count":0,"release_seconds":0.0,"requested":false,"skip_reason":"not_requested","total_seconds":0.0,"validation_authority":false},"target_shard_max_bytes":268435456,"target_snapshot_artifact":{"bytes":14363360,"path":"/home/barberb/lift_coding/external/ipfs_datasets/workspace/test-logs/federal-corpus-audits/distributed-features-20260929/native-r3/worker-b/jobs/span-attempt-5fe6d32b1301171e418fd681c6e32178849fa823827a2237dfb902b5f64eb643/attempt-1/artifacts/1b/1b4c12e53a3830f0b31d927aad7700387a45f1d9a91f82ddaf1cec40b6a0544e","sha256":"1b4c12e53a3830f0b31d927aad7700387a45f1d9a91f82ddaf1cec40b6a0544e"},"target_snapshot_id":"sha256:0fc39d2345417df69c14ebf0fe8763298ebefee05c204f4b8e7372e995471cf4","target_snapshot_sample_count":4,"target_snapshot_status_counts":{"ready":4},"target_storage_statistics":{"artifact_bytes":14363360,"artifact_format":"bundle","closed":false,"compressed_target_bytes":13249864,"decompressed_bytes":160857419,"decompressed_shards":3,"deduplicated_target_count":0,"hydrate_validate_seconds":4.636251972988248,"manifest_bytes":1113480,"manifest_parse_validate_seconds":0.024075821042060852,"open_hash_seconds":0.006575828185304999,"read_decompress_seconds":0.2621996058151126,"referenced_uncompressed_target_bytes":240071635,"sample_count":4,"schema_version":"legal-ir-target-bundle-v1","shard_count":4,"target_reference_count":4,"unique_decompressed_shards":3,"unique_uncompressed_target_bytes":240071635},"training_report":{"accepted_epochs":3,"after":{"cosine_loss":0.20491732064738533,"cross_entropy_entropy_loss":0.5464152767642443,"cross_entropy_excess_loss":1.6508093005719755,"cross_entropy_loss":2.19722457733622,"decoded_embeddings":{"us-code-36-50106-bb17fee26e3ac266":[-0.0025128490793999408,-0.006286899039198221,0.002811863487461135,-0.004123128723485241,0.005590231992504092,0.007982555888025308,0.01350860645761277,0.002837606024237192,-0.0030954793333648977,-0.0011171947098512693,0.0011025277944258223,-0.00719927886181986,-0.0012896717983654736,0.00045999105165240054,0.0023080101154972746,-0.00046404918217203724,-0.004406899618957656,0.0014501625210089596,-0.0075094554566711835,0.013391809290096094,0.013225945503072262,-0.006404253357161209,-0.005845422236795747,-0.008771560446537452,0.008446588016294176,0.004014045847951652,-0.008362025150492697,-0.0017029916196004843,-0.01730496374474696,-0.031007377817329606,-0.005241039782476758,-0.007180574504924289,0.006780763007662527,-0.004104682530773727,-0.0006018607598325095,-0.014362453430568247,0.003184563484700042,0.005771631002868631,-0.0043785273792544205,0.01281246155916682,0.00789767139883964,0.00670800378181347,0.0038473217702814063,-0.01176662832996037,-0.008478521463967765,0.002320866422659512,-0.0008379619300080384,-0.001360512521455658,0.006825846675702745,-0.009414920316627953,0.0010471384889129435,-0.011770727239523437,0.002582948986448196,0.005220637687846641,0.004523065815080132,0.00818816870083285,0.011438308128033462,0.002127609495408783,0.006341204052654962,0.0030858858652907228,0.008356581678399342,0.004206983085106127,-0.04094914282443592,0.020402302867916115,0.012192636597835807,0.004576053641138642,-0.0036761538305631605,-0.0027392371489278976,0.0035009297586787664,0.007549918736141041,-0.0016900623482954992,0.00395191011081494,0.0025754855171280224,0.0006571930709596475,0.006493549670972554,-0.005132520922528423,0.0041538884126027095,-4.597619431358311e-05,0.00032432338401307075,0.0038054435825332906,-0.01115360583309087,-0.008170956129279728,-0.00804766108547002,0.0032105734871124636,-0.006585598468507816,-0.011956862049814637,0.0006893352722982544,-0.01588536872141755,0.008725001997968275,-0.0031606447543021596,-0.011714768765454728,-0.007938123589348369,-0.0062547974145424415,-0.0010504331723965427,-0.016028897100777664,-0.004411963947320451,0.005482970369974782,0.007414325040659421,6.680144154565942e-05,0.03550263099497356,-0.0017853196695946497,0.005646411537910881,-0.005163513164474579,-0.008437061243825312,0.013690850975302534,0.0007313196895025387,0.0009220213522997127,-0.0034147854172952704,-0.005140165157780954,0.0027200243938972665,-0.0042264043579524745,-0.0005813184020715054,0.0074741512126885404,-0.011280725781302514,0.0055335326355145514,0.003936976292736396,0.013963565884890033,0.008983297480993899,-0.006598026078720082,-0.0007728827733320487,-0.0021176376823860868,0.0024690153202927266,0.007062162497394125,0.0017602092890504817,-0.0006059760447282457,-0.017834933021930684,0.013227752925099989,0.019608401039138565,0.003562458841471261,0.0033276318884122033,0.004787344899401061,-0.01508945387876202,-0.006519043684301442,-0.001347899154901502,0.005523356314672476,-0.00380288402444587,0.0009072195557622822,-0.0011686611704626805,0.00995134032785468,0.0004326501308828942,-0.010883346856157414,-0.018472505961276607,-0.010520272097536735,-0.020837402623766918,-0.003560781984968341,0.01568526263907617,-0.005457583183236806,0.007148038040149567,-0.0007856791000175321,0.009970373810511468,0.0023009988929523226,0.011212844378829995,-0.00970964679113074,-0.006565835843345903,0.006515390821264585,0.0018508625199358955,-0.0019037568518130038,0.009470699365911868,-0.010678558521294632,0.0009536222247520255,0.007850341271226715,-0.004165580363228625,0.005163876375779808,0.022024148458884684,0.0002451000836440854,-0.01668503009301557,-0.004218213336239174,-0.0006072634109765456,-0.0022443550817544413,-0.009047086970062082,0.005704972619835359,0.0067197443385923,-0.01250216919511013,0.007163818975349133,0.023358123469536182,0.0008479403806923797,-0.0008330613226248964,0.007151832049345294,-0.00024955955231760127,0.00638413888408171,0.007241370015454308,-0.01340308674149563,-0.009050665880237722,0.004937670669172962,0.006351007032907648,-0.0013317648974755679,-0.009133239847987026,-0.006218578113632228,0.008705382376161612,0.018002077566701274,-0.005443981124544297,0.018938052225906332,-0.012071039343102784,-0.0012428238979325557,-0.005592755238158896,0.00211967122755967,-0.005858052536079317,-0.005747450758001313,-0.0002887566985036666,-0.006116701565160973,0.012390688320772846,0.007847182261018784,-0.000732490375370556,0.00811821591783462,0.004500055445153042,0.011295710631416806,0.004741289785755271,-0.0003596925918304768,-0.00355047654731103,0.002022581834749552,-0.008792064647322535,0.007885745407731456,0.0029496394235863617,-0.006652737162261337,-7.790603095077404e-05,0.007256563988191428,0.00424613227339475,0.0031631850344972685,0.0027361802048156726,0.0066623343278305325,0.0011661032816736687,-0.009273713608686196,-0.015318679003470254,-0.035873810932084194,0.0069548958766748005,-0.0019720114544724858,-0.004182663334594337,0.002196180068956523,-0.004130108736613085,0.007107625059339562,-0.0055707931980844,-0.007177532446808676,0.006149712623286239,0.010826454958426285,-0.003788000419760618,-0.010895774445956134,0.011292385199258848,-0.004404332666759681,0.014078946566088588,-0.0012522621152183363,-0.0055177784419039935,-0.0013970191327043213,-0.004774331396357027,-0.005916295768374578,0.005484860633980476,-0.0038336870923107507,-0.001377345431248296,0.012270198529831312,0.003585258813145059,0.04230849398718075,0.0035516203671273074,0.006152651752410631,-0.0021801074364788623,0.009362745887230316,0.0002971805167714726,-0.006787253952347493,-0.020522583705177608,0.012445031380680639,0.0011154091250396275,-0.006555364093583453,0.00014978889304003286,-0.005837031674591681,-0.0070723474851332,-0.007881630205760992,0.007053379755791331,-0.010101865558468336,-0.005839329143924882,0.009179915052595473,-0.012570787968816638,-0.001848245514318999,0.006883577934847988,-0.00459596020589877,0.006619763660622223,0.008967989683601749,-0.011267951086790667,0.006765480518495452,0.014923007270342058,0.002238858346313185,-0.012223605181673085,-0.010321852327483455,0.0015476712770782553,-0.0064250948332755945,0.0027007241887583642,-0.0031378809967384583,-0.0048316658831052735,0.008400749049946955,-0.0044425737460307745,0.007668909172673811,-0.0003012430255558813,-0.005478362853790893,0.001095701503344071,0.0016493694855671088,-0.004566197811212984,-0.0038176381453833494,0.016163203559774048,0.0040208989567931,-0.01344549975019067,0.011725098222996964,0.011347398001427702,0.0070809672002156805,-0.0023741092279993873,-0.005241531764026391,-0.002314107153320814,0.011985759467590937,0.001187334923713355,0.0012305096017975912,0.005774597281205697,0.0025824324740403044,0.00875842090273351,0.0027927736334462296,-0.0029574499838297694,0.0010063229551727623,-0.01038584737290753,1.705849189999331e-05,0.0061154771060753284,-0.006970380937903193,-0.0016075961694424214,0.003971263245288762,-0.01056159064378089,-0.059460671804214646,0.006078517288394843,0.005670145327175896,-0.0032095045797671355,-0.004787667417934244,0.0066457816667354,0.0028881291977403906,-0.0013065568063579868,-0.014720582019156905,0.008088526400458613,0.0025992706344929346,0.008608582604729782,0.005161018486295056,-4.617206988417953e-05,0.004234398567649979,0.0052102300957327504,0.0017527626984216206,0.003315281527669205,0.005089071785726038,-0.010958912456696399,0.005397478949941653,0.009716880183811399,0.035779961635066124,-0.005067806156849518,0.0019158351848240051,-0.00011046572719522994,0.001172120362093631,0.007156790823135114,0.0069912283683366185,0.005579773063938001,0.007373362984797706,0.010674105661761437,0.02014587098077184,-0.009691526499652686,0.011124743643868413,0.002300627368517557,-0.008342431323512698,0.006216853267691929,-0.0022696918138204497,-0.014338062321619664,-0.014030197995538774,0.0004507128643924703,-0.004541005543286566,0.002308546906482062,0.020496483193268054,-0.008139040799588736,-0.00287117294069494,-0.012730681445951256,0.0034528184028333234,0.0018885434340284164,-0.006568878776481827,-0.004085029687059479,-0.008064626076332139,-0.0015614922803458009,0.004399184082593309,0.0031069941655032115,-0.0010480050216613757,-0.003278932873647951,-0.004607052476532432,-0.00390786123634004,-0.003297290028420714,-0.0101931044473686,-0.0007095920402156886,0.008655763239622832,0.0053508538803471555],"us-code-42-8286a-579bf6232e305315":[-0.0008824744130028043,0.00031272171319661,0.0030548571724600872,-0.0017264122449942446,0.009238913618834844,0.00015423321226971584,0.011076175098991912,-0.0028885068945108125,-0.0014501270469892275,0.00449765331676737,-0.0041547025673879774,-0.004340739470685781,0.002172583299213605,-0.00027438642984817783,0.0031930483790955306,-0.0022355360765664804,0.0018156625629250729,0.00530994042172422,-0.005461179419966555,0.006923473489400568,0.01092308327031096,-0.0064885558763589785,-0.007428763866687587,-0.002193671953783026,0.008084192534190252,0.004611638800768056,-0.009899104016671004,0.007479115274061076,-0.017646509907466003,-0.01983045893744542,-0.0006088896356652084,-0.004363219312348369,0.003282204930779962,-0.005651780697250145,-0.003738299778869576,-0.004446300576926271,-0.0020462853143877417,0.003416445502983477,0.0034320135296176534,0.01012165873825312,0.002585258669393301,0.002492308716857498,-0.001505856538250356,-0.007067483779181183,-0.006554686236852704,0.0043610418386412966,-0.001532637987273863,0.004669827248307295,0.0020532899069381464,-0.0024844486139580985,0.003822139853765941,-0.009297444608062184,0.007443911698414603,0.004863259754077245,0.005891150717166447,-0.0006220263617815738,0.011266878647195763,-0.003209960462669273,0.006273367845896515,0.0010800632647889469,0.008198069393433075,0.0036823145421290716,-0.019896285337848894,0.02462120656545256,0.005785350761286717,-0.00010176511329784569,-0.00548670574688599,-0.0024216874098264164,0.0045188174927993235,-0.00012141298172623155,-0.002962515725859319,0.005721670256755961,-0.0035244117215911283,0.002477905179542126,0.005373904987153427,-0.004272970401921006,-0.0017426235282206087,0.00031335536800797844,-0.0006699710586218514,0.006319163754764286,-0.007332576626610786,-0.0028176170785543363,-0.004521187214727142,0.0030114400771819308,-0.007826620111675646,-0.005435213636227082,0.0011044972415100004,-0.008126075966793453,0.006104021052086229,0.000310312257579241,-0.011643882402106525,-0.003902246419784853,0.0027989984777721695,-0.000903237675696763,-0.010902288011068894,-0.0009131469004319318,0.008288422559460374,-0.0029594457460321846,0.0053826198932919464,0.023871564226487278,-0.0009386120529659458,0.006512237274314564,0.0015594291262575803,-0.0005418688831727718,0.0045511549940865275,-0.0011849186119738152,0.0006488421773058957,-0.001491884170273369,-0.0020039923913049455,-0.000460583896245637,-0.00492814356007206,-0.0032975856713518435,0.0011224505957772002,-0.006196157145748362,0.004060478641968394,-0.0006277290991853301,0.006284195003392527,0.003709217331005221,-0.003743246734069874,0.0006272427623313735,0.0024581781047094318,0.0008610436785130937,0.005889766400273515,-0.002810517612237308,-0.0053671019928859896,-0.012816341498013143,0.010302516975882785,0.010675515492251753,0.004018771146355922,0.003437268132646649,-0.002745583399720255,-0.01158909266360508,-0.003068785162428367,0.002177400438118612,0.003008244348234342,9.802780165966903e-05,0.001367463706567526,-0.0013546351013261966,0.006595802528393788,-0.002492860018343032,-0.008915584965707483,-0.013220995309556234,-0.009411379951680503,-0.010222116571579242,0.007836666454412285,0.01496734187322498,-0.0015298642724301628,0.006649824324424229,-0.004215287506928916,0.0049452078329054955,0.0022114130130723346,0.007744614957908963,-0.004910092857628537,-0.0018653780928241468,0.004927793882326842,-0.0007351711700589484,0.0006731588382631547,0.006625787706363705,-0.0019643652576456514,0.004638842377749258,0.00590618069609116,-0.0017466267001149203,0.0059725758158117774,0.013766875308611523,-0.00332346093974167,-0.006073609958136365,-0.00012054526320942637,-0.00044663543980944995,0.0035746025778029835,-0.004805312430233148,0.0044540436506005695,-4.325213276454819e-05,-0.007467072864678754,0.004562774169296412,0.011137898715819067,-0.0021824475336066356,-0.0020088746756611784,0.00018091960543861773,-9.38261704251076e-05,0.005877129988477535,-0.0002480121331877995,-0.011325568087816911,-0.0034907819205027718,0.004532720018007381,0.0006387745515516372,-0.005852521330248764,-0.005184925391512525,0.0014024817045495447,0.008084308908461822,0.009076326499135486,-0.0019892772821839123,0.01410877582420781,-0.007125559684281471,-0.0004690947263251888,-0.004642544578820677,-0.0022908224707402823,-0.0037420967785667253,4.441616092817945e-05,-0.0035501346576518387,-8.888766717978576e-05,0.010026693556235356,0.0009601543242842138,0.002983531986838512,0.0066353999203046495,0.004846286677516777,0.004627309586457628,-0.0015953720215917903,-0.0010992363254362545,0.004098098403719932,-0.0032371513990173593,-0.00321185320071301,0.0050917872950427,-0.00010455149189251959,-0.003868561146512386,0.0009393392367825827,0.005088709443745995,0.003392276215966455,0.0018914241169353807,0.007567037270463354,0.004843745523767713,0.004514266183346997,-0.00926801875503962,-0.021678604498141085,-0.023945575142331796,0.002921375467408013,-0.0009343768115201216,0.001162305936144231,0.0024229014063728766,0.0018639424574214752,0.007922523760207035,-0.009129982981885368,-0.0010713908834589047,0.004415605012948558,-0.0006037928800194476,-0.007397649840478938,-0.007054497425138501,0.005537224343431387,-0.004614706587371278,0.010642006624807836,-0.0027497221679237344,-0.004186774641601072,0.00016098650390098898,-0.007557889217617795,-0.0015555798955492967,0.003478795568187585,-0.005960129323866292,-0.0012709080703581627,0.00875354791818799,0.013704413159577386,0.019803056624109378,0.0015495976806395614,0.004058124566349815,-3.5120839551404555e-05,0.005794244038514423,-0.0004506536513463131,-0.007417830723262478,-0.007359034323666514,0.011943786906424036,0.00018121604742619068,-0.0010839030716976218,-0.0009551572745384602,-0.008323356597315153,-0.000539654415791165,0.000860116914162469,0.007033654108602232,-0.004722646848092782,-0.002265304383481578,0.007606589415643306,-0.008376418164676436,-0.0008624617060070709,-0.002422490724223704,-0.0035629959231146717,0.002658576444806733,0.0036365991257780368,-0.005435450879094458,0.005043302615005689,0.009428937739868554,0.0015348711257927956,-0.007867585562660491,-0.0047736539785076595,0.0015873929718883814,-0.008727972502904434,0.0026705955223556817,0.00017901731485265378,0.0006553167829845734,0.007581132790833436,-0.0046401662617034985,0.0053769480296461305,-0.0021885585959533754,-0.0025228271379680637,-0.0018660250821327443,0.0013585051269664654,-0.005453134051202516,0.0009382695249658499,0.011852715477225155,-0.0036138107489351807,-0.005552117031512725,0.012007580839343267,0.006233577073776597,-0.0019452311645222265,-0.0016503124746367532,-0.003606051986659935,-0.00044106803339179885,0.007164515031984188,-0.001728311302026265,0.005266302985990363,0.005776492447902419,0.0010260503931538054,0.0036159231135566,0.0020210819661470297,0.0010544339628295006,0.0018733579103639908,-0.006125057187406886,0.0026373414424737873,0.000713117529712368,-0.0021455638489109733,0.002428945586793546,0.004256550418403357,-0.02258908091635926,-0.034546229349499434,0.003730293398660614,0.0032980547831425013,0.0007872996499774551,-0.003996312409020528,0.0044727750149095805,0.0007789726304275995,-0.0034127279972606056,-0.010604405082679106,0.004085788460788621,0.0006367764280489801,0.0057550537937959235,0.0001095706781536177,-0.0009846988546186543,-1.7772036199296807e-05,0.006924245042868935,0.000800619413117282,0.001702293556068046,0.0036117626239897302,-0.005102325739637866,0.008160825313808578,0.016031318189477284,0.01772275290951887,-0.00433800054458196,0.002211921602340187,-0.0022525809649369664,-0.001827340424191537,0.010729800574925853,0.0017232478986000856,-0.0019858654039795606,0.006283230190931882,0.01105304106384471,0.015209209730983542,-0.0016821971620723398,0.007825513446126676,0.00020796476113887907,-0.005483421677607715,0.0035898969898257548,0.001531249634321637,-0.008757462564575635,-0.007420428528174925,-0.00321106150615682,-0.0036599932619149162,0.005742498357096541,0.01164785511186239,-0.008061406732349253,-0.0032928194158325427,-0.00839239361380675,0.00772196929646338,0.003358270819775829,0.0002972179067776351,-0.00425899258175547,-0.0023353320868224397,0.0008688670336218199,0.005813006225482424,-0.0038342359262896696,-0.0028209566009520333,-0.004701242713135135,-0.00786224559979546,0.0003678072587403766,0.0011242842413599127,-0.006923151573557932,-0.0007615179240608158,0.00947802510816231,0.0035271117538320956]},"decompiler_evidence":{"compatibility_metric_sample_count":0,"observed":true,"source_decompiled_metric_sample_count":2,"structural_formula_target_count":18,"structural_target_sample_count":2,"validation_authority":false},"embedding_cosine_similarity":0.7950826793526147,"evaluation_profile":{"model_metrics_seconds":0.10998272197321057,"ontology_capture_seconds":1.090829195920378,"sample_count":2,"schema_version":"autoencoder-evaluation-profile/v1","scope":"wall_time_observation_not_an_objective_or_admission","target_observation":{"bridge_module_preloaded_at_start":true,"bridge_names":["modal_frame_logic","deontic_norms","fol_tdfol","cec_dcec","external_prover_router"],"cache_observation_scope":"this_evaluation_not_proof_of_process_coldness","disk_cache_enabled":false,"disk_cache_hit_count":0,"evaluate_provers":false,"generated_target_count":0,"memory_cache_hit_count":0,"native_evaluation_attempt_count":0,"native_evaluation_seconds_sum":0.0,"parallel_workers_requested":1,"parallel_workers_used":0,"process_target_cache_empty_at_start":true,"process_target_cache_entries_at_start":0,"representation_counts":{"cached_summary":0,"native":2,"other":0,"prepared_native":0},"structural_target_seconds":0.012197176925837994,"supplied_target_count":2,"target_cache_miss_count":0,"target_count":2,"target_items_seconds":3.1535979360342026e-05,"target_reduction_seconds":0.24704918288625777,"timeout_fallback_count":0,"training_target_seconds_sum":0.0},"target_payload_seconds":0.259344135876745,"total_seconds":1.460158069850877},"frame_ranking_loss":0.0,"legal_ir_grammar_rejection_reasons":{},"legal_ir_losses":{"legal_ir_multiview_acceptance_loss":0.0,"legal_ir_multiview_cosine_loss":0.08651389451584421,"legal_ir_multiview_cross_entropy_loss":0.13607543048495852,"legal_ir_multiview_frame_logic_missing_loss":0.0,"legal_ir_multiview_graph_failure_penalty":0.0,"legal_ir_multiview_proof_failure_ratio":0.0,"legal_ir_multiview_reconstruction_loss":0.0004505932077463542,"legal_ir_multiview_text_reconstruction_loss":0.0,"legal_ir_multiview_total_loss":0.47356250100685326,"legal_ir_multiview_view_coverage_loss":0.0,"legal_ir_view_cross_entropy_excess_loss":0.02773248468024514,"legal_ir_view_cross_entropy_loss":1.5890269151739727,"legal_ir_view_entropy_loss":1.5612944304937275,"legal_ir_view_family_cec_cosine_gap_loss":0.0001634439160586032,"legal_ir_view_family_cec_cross_entropy_excess_loss":0.0005738731577113465,"legal_ir_view_family_cec_cross_entropy_loss":0.5198325687453578,"legal_ir_view_family_cosine_gap_loss":0.02572921303422182,"legal_ir_view_family_cross_entropy_excess_loss":0.02773248468024514,"legal_ir_view_family_cross_entropy_loss":1.5890269151739727,"legal_ir_view_family_deontic_cosine_gap_loss":0.007058885175058149,"legal_ir_view_family_deontic_cross_entropy_excess_loss":0.013681497993036917,"legal_ir_view_family_deontic_cross_entropy_loss":0.5927586044962977,"legal_ir_view_family_entropy_loss":1.5612944304937275,"legal_ir_view_family_external_provers_cosine_gap_loss":0.0017926011898922178,"legal_ir_view_family_external_provers_cross_entropy_excess_loss":0.007942641520313043,"legal_ir_view_family_external_provers_cross_entropy_loss":0.3779669509064643,"legal_ir_view_family_frame_logic_cosine_gap_loss":4.769658492420614e-05,"legal_ir_view_family_frame_logic_cross_entropy_excess_loss":0.0001748894410081303,"legal_ir_view_family_frame_logic_cross_entropy_loss":0.46184098544674546,"legal_ir_view_family_kg_cosine_gap_loss":0.005695571653293041,"legal_ir_view_family_kg_cross_entropy_excess_loss":0.016651103801162415,"legal_ir_view_family_kg_cross_entropy_loss":0.4216508983899758,"legal_ir_view_family_prover_cosine_gap_loss":0.0017926011898922178,"legal_ir_view_family_prover_cross_entropy_excess_loss":0.007942641520313043,"legal_ir_view_family_prover_cross_entropy_loss":0.3779669509064643,"legal_ir_view_family_tdfol_cosine_gap_loss":0.00013949321411982352,"legal_ir_view_family_tdfol_cross_entropy_excess_loss":0.00044674140917141947,"legal_ir_view_family_tdfol_cross_entropy_loss":0.5222078760282944,"source_decompiled_text_embedding_cosine_loss":0.08651389451584421,"source_decompiled_text_token_loss":0.11540600000000001},"legal_ir_predicted_view_distribution":{"CEC.native":0.20833333333333331,"TDFOL.prover":0.20833333333333331,"deontic.ir":0.20833333333333331,"external_provers.router":0.16666666666666666,"knowledge_graphs.neo4j_compat":0.20833333333333331,"modal.frame_logic":0.16666666666666666},"legal_ir_target_count":2,"legal_ir_target_hashes":{"us-code-36-50106-bb17fee26e3ac266":"93487a24aaaa9d09bd6b0b27b591ea79d48d458054976c837de3c1650fb4fa7b","us-code-42-8286a-579bf6232e305315":"a7b1b2ced143cbf6c5dfd188a2368bca7a4bc2ea15740b598c8712cf466c95c5"},"legal_ir_view_distribution":{"CEC.native":0.21632755109317564,"TDFOL.prover":0.21927397341838234,"deontic.ir":0.2763222064189828,"external_provers.router":0.1215613181477857,"knowledge_graphs.neo4j_compat":0.1404580170405054,"modal.frame_logic":0.1736751859101219},"legal_ir_view_family_metrics":{"cec":{"autoencoder_cosine_similarity":0.7882150763149269,"autoencoder_cosine_similarity_observation_count":2.0,"autoencoder_cross_entropy_loss":2.19722457733622,"autoencoder_cross_entropy_loss_observation_count":2.0,"ir_cosine_similarity":0.9998596958601661,"ir_cosine_similarity_observation_count":2.0,"ir_cross_entropy_loss":0.5257236503559408,"ir_cross_entropy_loss_observation_count":2.0,"sample_count":2.0,"sample_weight":0.4326551021863513,"symbolic_validity_success_rate":1.0,"symbolic_validity_success_rate_observation_count":2.0},"decompiler":{"autoencoder_cosine_similarity":0.7950826793526147,"autoencoder_cosine_similarity_observation_count":2.0,"autoencoder_cross_entropy_loss":2.19722457733622,"autoencoder_cross_entropy_loss_observation_count":2.0,"sample_count":2.0,"sample_weight":2.0,"symbolic_validity_success_rate":1.0,"symbolic_validity_success_rate_observation_count":2.0},"deontic":{"autoencoder_cosine_similarity":0.7841792623872006,"autoencoder_cosine_similarity_observation_count":2.0,"autoencoder_cross_entropy_loss":2.19722457733622,"autoencoder_cross_entropy_loss_observation_count":2.0,"ir_cosine_similarity":0.991801946005488,"ir_cosine_similarity_observation_count":2.0,"ir_cross_entropy_loss":0.6087817640089963,"ir_cross_entropy_loss_observation_count":2.0,"sample_count":2.0,"sample_weight":0.5526444128379656,"symbolic_validity_success_rate":1.0,"symbolic_validity_success_rate_observation_count":2.0},"external_provers":{"autoencoder_cosine_similarity":0.8420322016671575,"autoencoder_cosine_similarity_observation_count":1.0,"autoencoder_cross_entropy_loss":2.1972245773362196,"autoencoder_cross_entropy_loss_observation_count":1.0,"ir_cosine_similarity":0.9982073988101078,"ir_cosine_similarity_observation_count":1.0,"ir_cross_entropy_loss":0.3779669509064643,"ir_cross_entropy_loss_observation_count":1.0,"sample_count":1.0,"sample_weight":0.1215613181477857,"symbolic_validity_success_rate":1.0,"symbolic_validity_success_rate_observation_count":1.0},"frame_logic":{"autoencoder_cosine_similarity":0.8420322016671575,"autoencoder_cosine_similarity_observation_count":1.0,"autoencoder_cross_entropy_loss":2.1972245773362196,"autoencoder_cross_entropy_loss_observation_count":1.0,"ir_cosine_similarity":0.9999523034150758,"ir_cosine_similarity_observation_count":1.0,"ir_cross_entropy_loss":0.46184098544674546,"ir_cross_entropy_loss_observation_count":1.0,"sample_count":1.0,"sample_weight":0.1736751859101219,"symbolic_validity_success_rate":1.0,"symbolic_validity_success_rate_observation_count":1.0},"kg":{"autoencoder_cosine_similarity":0.7904569325591728,"autoencoder_cosine_similarity_observation_count":2.0,"autoencoder_cross_entropy_loss":2.1972245773362196,"autoencoder_cross_entropy_loss_observation_count":2.0,"ir_cosine_similarity":0.9938838286944445,"ir_cosine_similarity_observation_count":2.0,"ir_cross_entropy_loss":0.4251528569209935,"ir_cross_entropy_loss_observation_count":2.0,"sample_count":2.0,"sample_weight":0.2809160340810108,"symbolic_validity_success_rate":1.0,"symbolic_validity_success_rate_observation_count":2.0},"tdfol":{"autoencoder_cosine_similarity":0.7869541486951455,"autoencoder_cosine_similarity_observation_count":2.0,"autoencoder_cross_entropy_loss":2.19722457733622,"autoencoder_cross_entropy_loss_observation_count":2.0,"ir_cosine_similarity":0.9998729146305803,"ir_cosine_similarity_observation_count":2.0,"ir_cross_entropy_loss":0.5305318895174148,"ir_cross_entropy_loss_observation_count":2.0,"sample_count":2.0,"sample_weight":0.4385479468367647,"symbolic_validity_success_rate":1.0,"symbolic_validity_success_rate_observation_count":2.0}},"reconstruction_loss":0.002010686986904334,"sample_count":2,"sample_embedding_metrics":[{"citation":"42 U.S.C. \u00a7 8286a","cosine_loss":0.251866843,"cosine_similarity":0.748133157,"reconstruction_loss":0.002142242,"sample_id":"us-code-42-8286a-579bf6232e305315","text_shape":"8286a|use|factors|data|factors|data|consented|pursuant|may|revised|agreed|consensus"},{"citation":"36 U.S.C. \u00a7 50106","cosine_loss":0.157967798,"cosine_similarity":0.842032202,"reconstruction_loss":0.001879132,"sample_id":"us-code-36-50106-bb17fee26e3ac266","text_shape":"50106|powers|corporation|has|only|powers|provided|its|bylaws|articles|incorporation|filed"}],"symbolic_validity_penalty":0.0},"before":{"cosine_loss":0.33939856835761795,"cross_entropy_entropy_loss":0.5464152767642443,"cross_entropy_excess_loss":1.6508093005719755,"cross_entropy_loss":2.19722457733622,"decoded_embeddings":{"us-code-36-50106-bb17fee26e3ac266":[-0.005165710013413794,-0.0020648960784949463,0.00014322085694603703,-0.0076743385709913915,0.006308192964791471,0.006856062198923646,0.009574485419288584,-0.0005573916016807772,-0.003955135965487052,0.0006186775784506132,0.00012410504222379022,-0.0028019045294043095,-0.0050554145172989826,-0.0019155149684707271,0.000494547065320348,0.0014290682163783357,-0.0025758483595923966,0.000506101360132051,-0.0037235462454393692,0.010668766896858367,0.008650902735976745,-0.009605063839864647,-0.004664484428978079,-0.005269694221867335,0.005104898933437522,0.0033106820969182674,-0.004770946678219704,-0.0015516670543115167,-0.016696955528399518,-0.020066519259480217,-0.006374231293778489,-0.003229057140848522,0.0005405708682836809,-0.005745230531086982,-0.0012645932165520732,-0.010817607275600804,0.002391823894398424,0.0007413076537095367,-0.0010604435033554802,0.009395433791293609,0.00630485698705634,0.0042981215911227525,0.0007124231623176751,-0.007346598422266526,-0.007182041610312254,0.00030192049240402533,0.0002930405847536813,-0.00038261859906923924,0.0048199609354759925,-0.0049126503018651225,-0.0039541445533230815,-0.010468672876923246,0.0030690683522961895,-0.0007177980509651351,0.004835706103659499,0.003938122564413313,0.004812235548808583,0.002515847018736305,0.004871320388516354,-0.0010333020409191264,0.005967985628496282,0.002143060758728845,-0.02268711421484469,0.019801564737453318,0.007634649652782417,0.000425023960238679,-0.0020534908739201596,0.000708241686344853,0.001534204543971017,0.001694635017729155,0.0005154717807139713,0.0037568530280463054,0.002603874338433736,0.004409098800295988,0.002836742815680738,-0.004394937187152831,0.004353169695244416,0.0016429987509793559,-0.002729669748469335,0.0020546242176877035,-0.007106680673162349,-0.003385478877252408,-0.007944426875514464,0.003398710600481222,-0.004261326110154197,-0.00627985937035582,0.0009799499338674095,-0.011354399703421522,0.007861310383873964,-0.006088686405244109,-0.006063001552408184,-0.002996710239894335,-0.0007044041321483654,-0.0012770502036454638,-0.014445126014947438,-0.002329644726670892,0.004204445739353871,0.007190736226030513,0.006082932780826443,0.023199583915117616,0.0005763710944208818,0.007614157789362053,-0.004374234402353603,-0.00909971504348658,0.008956978630697523,0.0034935490540984244,-0.0009203894100332042,-0.0037654868992632942,-0.0014274141745133678,0.0023352690862906084,-0.0021272564600023315,0.0008759395210684688,0.0024917664825208417,-0.008281720642891822,0.0025766154620299846,0.0010836834660984123,0.008903333358682085,0.005228110344825774,-0.004580278694139115,-0.0019179829497279097,-0.001989732934939272,0.00235577744264758,0.006693092981900754,0.0008763445923217562,-0.005510263582694894,-0.012155635630716533,0.00940631329555068,0.013408689196411923,0.0018376990510255288,0.0019776990886442142,0.0017778137956556616,-0.013471341599937988,-0.008106748241581386,-0.0003010024596660566,0.0011659542580533318,-0.0050767473997860284,0.00015541945839183042,3.925328932296954e-05,0.004358933718600454,0.0019527478112603123,-0.013476730701377716,-0.009032303767358979,-0.012688550909489334,-0.01137871018622822,0.002499397595184051,0.006993782095877822,0.0015657125136385966,0.004545352025800604,0.0029366958495196595,0.011010909595243088,0.0036731135060435907,0.006105441820141487,-0.006974633807669072,-0.005309655743352763,0.002118628154263385,0.0019635471677219856,0.0016900756888255898,0.004620726146591555,-0.008968951189653693,0.0033395843763958633,0.004529981791371754,-0.002003601114727114,0.009901128491548032,0.015735040711826694,0.001290760198929714,-0.011523803095077063,-0.0029750231801327722,-6.102576038814257e-05,-0.003996783665411176,-0.0057343461279990935,0.00411659250708885,0.005496006928074688,-0.007153867535645109,0.005502992273371517,0.015735186061164246,-0.0012407024092690256,0.0015749339915873206,0.005820129902461536,0.0005151966967522808,0.003418391441488939,0.0038991799451823673,-0.005151109297287548,-0.004770373211034337,0.005815211240026553,0.0021077320066342797,-0.00046066933279446096,-0.010338142719532314,-0.001704795172069121,0.006178534325480418,0.008912654837690237,-0.002245305374258629,0.015651203710093313,-0.009457854673295019,0.00188862243646424,-0.0036061629768359272,0.002999377687655909,-0.006659136241931713,-0.0056391295838198055,-0.002782976664010636,-0.005892383868942757,0.009834873923874003,0.006320905678422166,0.002023981139919868,0.004694132724774073,0.004963630023332833,0.00805421457660271,0.0035463336921115083,0.000305383567610417,-0.004814226293544604,0.0013945927531472631,-0.005137384781337572,0.006099791670845588,0.0009730011924879909,-0.00441433394624776,0.0003451851243549053,0.004450443989530696,0.002603765904837316,0.0027715076844891167,0.0005411972228103544,0.0015993396408163006,-0.0021723960817826714,-0.010699162055197022,-0.01702181385732529,-0.020204005153340934,0.002081893309144122,-0.0015235898340360905,-0.0034854998369278703,0.0027248792259500208,-0.0005350287151589955,0.007552063772860688,-0.00011953950335473603,-0.0021785253895325366,0.0066910497774402885,0.005115014705834451,-0.005636385530978477,-0.004922626941846938,0.002969315327962567,-0.005244358921236591,0.009821903040752552,-0.0025554892277708983,-0.0025245277684967215,0.00035717774109517684,-0.002073778139110615,-0.006664435813297904,0.0021967792027197566,-0.003974837488970429,0.0018728777386134415,0.012586595260084738,0.007324179067854777,0.030028511202350353,0.0035798389258385717,0.0029178223530408522,0.0005783448364069521,0.0054471382010228275,-0.0019171418853029436,-0.0033155305433979457,-0.009796730636374462,0.01446353163573291,-0.003071449599018435,-0.0031789234022381744,-0.0006986636708511689,-0.0028744233365622057,-0.005547346621989163,-0.002979330713133439,0.000883806101707239,-0.009026131809808692,-0.0012335902500208785,0.007720458070883746,-0.011175534751296247,0.0008387267637451571,0.002990399907659315,-0.000894481931789306,0.004856972892180671,0.01190592709687565,-0.007098075846804985,0.00800649015136403,0.011919888394234385,0.001121861274829807,-0.014177913781773112,-0.0078167562886013,-0.0008747962902598363,-0.004623093496606393,-0.0012821179683045792,-0.006028522317485334,-0.0015275283827994879,0.005521023216877993,-0.000976621322067911,0.006947053765981013,-0.0033289346255348726,-0.0014503354365382746,0.0036179908299161616,0.0018309437541054146,-0.003051806454334503,-0.0019258963319125993,0.008933478356955614,0.001117317181711379,-0.0060821153922440635,0.008422367733406698,0.007610761121852599,0.006438559121785589,-0.0036100797851621705,0.0005287995890192935,0.0014867499401371275,0.010656353807004519,0.001055312358180621,0.003007172382654284,0.0058479758427158225,-0.00133023892842011,0.00893007639523415,0.0012491287223740173,-0.002073102474990167,-0.0014184178105456815,-0.00657448438075129,0.00048366594316528273,0.0031631582385479623,-0.004551655680481152,-0.00044761244330386975,0.0025223005366583956,-0.018343374159829014,-0.039089954334128346,0.004500146797471553,0.000809134968826115,-0.003089829075108452,-0.00046807024612997703,0.006685721861368173,0.006427146075682418,-0.0009066181581314295,-0.009597597983504014,0.005684136395155103,0.0003654268427525189,0.006636800551755958,0.0020540236891126115,0.0005229929109957215,0.004713761088776784,0.005202346779068043,-0.0006344063339905654,0.000336190924647864,0.003451258820388611,-0.0037041343108062856,0.0034436657050270145,0.013882640866538122,0.025384802399743514,-0.0024715790021256215,0.0004089961728638684,0.0008553273917094588,9.008558735408573e-05,0.004318448247304518,0.00144412466986755,0.007094173954065029,0.004438607898870402,0.009465335653489886,0.014251841927128556,-0.004692545272830542,0.008833851187118092,-0.000508916669987123,-0.008833974040317358,0.005821457752709439,-0.0034197209235767366,-0.014735880944286232,-0.008051986341044847,0.0026214368054922063,-0.0012089574942688976,0.003981516601907801,0.015210418010225617,-0.00586912625396965,0.0009419054180466099,-0.010028333405914308,6.252315459658693e-05,0.0006603857998168927,-0.0069941835346156046,-0.003282221533028874,-0.00448763168946849,-0.00026080980307898317,0.0014115549312944055,0.0025924215197659977,-0.0025009496397600385,-0.003984139774806646,0.003199420098669483,-0.0013351754733355078,-0.005298588133469343,-0.006663403344660005,-0.000496810934709044,0.002976172331795526,-0.00030209753633896226],"us-code-42-8286a-579bf6232e305315":[-0.002521277995191611,0.0029249442380522195,0.0014072816906264191,-0.003921841558229114,0.009675159012810684,-0.0005313098773797268,0.008641607125464638,-0.004986491547183903,-0.0019725370418003573,0.005567989135086226,-0.004749517517215062,-0.0016198148501925563,-0.00015681526097853678,-0.0017407881662865827,0.00207498711486852,-0.0010675601384735399,0.002944692646837263,0.004735260803514133,-0.0031192808134674335,0.005242279844590946,0.008092094579691525,-0.00846542267880428,-0.006709742571480853,-2.86481815927797e-05,0.006020022682808851,0.004183892433622805,-0.007678848394325082,0.007572968839556348,-0.017280505617741772,-0.013047742975946165,-0.0013051705464511244,-0.0019179582261894092,-0.00058366972359449,-0.0066629932868035695,-0.004141004128351865,-0.0022546384737899975,-0.0025287390271403623,0.00030216182319623927,0.005481423101356593,0.008010905590399004,0.0016028996151632325,0.0010046399714904318,-0.0034421271370667986,-0.004332498022237379,-0.005757614368353602,0.0031164752565686314,-0.0008444458932063771,0.005264362471542327,0.000816806980258327,0.00030139145726608814,0.000725839370952371,-0.00849666118255837,0.007738911843990367,0.0011843237285321935,0.006076461637064917,-0.003251780874950938,0.007162044702810979,-0.0029775681272395113,0.0053667886315241446,-0.0014685087258108189,0.006722790668047033,0.002409931457507575,-0.008572763849829692,0.02425800084629112,0.0029649883224162127,-0.002669973616008941,-0.004486030375090776,-0.00029119090843497,0.00330613240018569,-0.0037488167647263255,-0.001602681082610731,0.00560069318566387,-0.0035068045862614384,0.004798691817299156,0.0031118657665560492,-0.003823515439033841,-0.00161902655058066,0.0013547927243346524,-0.002556877245368345,0.005239677845909272,-0.00482825076651682,0.00014316979223956893,-0.004457159945480311,0.003128125288587813,-0.006391001763850989,-0.0019182398502618576,0.0012782999594507626,-0.005322445052306425,0.005578316623066249,-0.0014987227220545076,-0.008142676679476792,-0.000843014515046049,0.006237344354263324,-0.0010437886585728763,-0.009925438319197752,0.00037052731983022984,0.007502368852535982,-0.0030981185875349035,0.009109635332607292,0.01624452386487217,0.0005199932007798782,0.007725114883667434,0.0020394784251851665,-0.0009446742790333422,0.0016229268640950995,0.0005216739519645704,-0.000487187524103158,-0.0017003524511832076,0.00029265676158805637,-0.0006910469271539858,-0.0036339623722792206,-0.0023991416459339344,-0.0019621622947338224,-0.004343051750126016,0.002233515232990575,-0.0023905659422670433,0.003151309914312407,0.0013863651664189358,-0.0024993793887251336,-6.927453872277584e-05,0.002537506378798524,0.000790811997716127,0.005668548637574138,-0.0033480232778694513,-0.008403297530159915,-0.009298054864576251,0.007938490102437287,0.006834693221922636,0.0029552462457112056,0.0026063427003524212,-0.00460495900180398,-0.010591120687237474,-0.004047603114614963,0.0028144407611357773,0.00031208304164362757,-0.0006847658987232245,0.0009103572678510295,-0.0006121047522339036,0.003131422998841603,-0.0015553872149920082,-0.010517469735144587,-0.007369332146508329,-0.01075022426939055,-0.004358998191241453,0.011590972879932321,0.009581900724649966,0.002822116157433632,0.005042887990571167,-0.0019126821557129106,0.0055776354253058245,0.0030572911220809666,0.004582559826640195,-0.0032203220659907904,-0.0010931746915197145,0.002207304858229533,-0.0006652826099886913,0.0028961378888349154,0.003624984421792301,-0.0009099983041071598,0.006111640085660297,0.0038552391933298425,-0.0004137054797842163,0.008903474006041832,0.009870612664123878,-0.0026871825552114625,-0.002878244134986685,0.0006437048138443239,-0.00011460567072078516,0.0024942463235075145,-0.002759011659732382,0.0034745725866940948,-0.0007955994477711779,-0.004155921528678365,0.003538458032621298,0.00641470621921908,-0.0034698229491239877,-0.0005224052416067241,-0.0006379237082010016,0.0003713602268256206,0.004044738838168493,-0.0023133214292483367,-0.006212484189771875,-0.0008422640121800177,0.005065846177148252,-0.001986789846033764,-0.005322133742890105,-0.005925158142097214,0.004195441912040246,0.006524161741602913,0.003442123975904007,-1.3551183067584197e-05,0.012078357776139139,-0.0055121687066221016,0.0014655542903433947,-0.0034177543746649656,-0.0017557754661608176,-0.004228967597051391,0.00011159843497704578,-0.0050898930839313305,5.02372366556396e-05,0.008448778605849276,1.9104649842391092e-05,0.004687164603597094,0.004519298520210098,0.0051214318762890995,0.002625014966188999,-0.002329922143796419,-0.0006945522296865269,0.003321234689595845,-0.003619121739020756,-0.0009511052081259764,0.0039903575018353545,-0.001323048917499916,-0.002486090506313952,0.0011917971370473978,0.0033543008374624724,0.0023795752193415468,0.0016573939358705517,0.006213747248117927,0.0017092118270568034,0.002452101278840376,-0.01014666187334589,-0.022728709050507168,-0.014229959443377354,-9.480680326568467e-05,-0.0006656560272009801,0.0015866977962534364,0.0027440431148585305,0.00408660159522747,0.008186249743233908,-0.005755077627464562,0.002023481300468466,0.0047440240495449084,-0.004142131424015539,-0.008536723904950725,-0.0033540374136447025,0.0003801119134775405,-0.005124451438227076,0.00800788423965567,-0.00355163318239688,-0.0023374114334115217,0.0012425415406939915,-0.005890777466700584,-0.002010751945088077,0.0014477978903174656,-0.0060476727307961975,0.000736728769458185,0.008939994698672465,0.016017895554595776,0.012190315261476927,0.0015670992167790007,0.0020600034947760824,0.0016690376427219021,0.0033711790155148066,-0.0018181313193343263,-0.005272291971489637,-0.0007107348586367968,0.01318764355004675,-0.0024094113119100358,0.001001739364160809,-0.001470779462305286,-0.006492892828223223,0.0004008592639427,0.0038944120674977304,0.003211519336710267,-0.004067133050308369,0.0005836284114652719,0.006706448336045167,-0.007517346061216241,0.0007962505288443269,-0.004831573148559774,-0.0012732569173740148,0.0015716822404591084,0.00545167551292227,-0.002855485621593191,0.005805878873521979,0.0075733638946823105,0.000855586809883723,-0.009072096733706514,-0.0032269947645263497,9.196707461556241e-05,-0.007616735950819996,0.00020594782353642642,-0.001606846270279085,0.0026961770441097307,0.005801145307854268,-0.0024982137341387116,0.004937124342503658,-0.0040590701877218785,-3.0196693953143776e-05,-0.000308942526712753,0.0014711199722295207,-0.004519308940125207,0.002104427083253713,0.007373165966914709,-0.00540761450639446,-0.0009897888159404696,0.009967293424767511,0.003922109688025381,-0.0023357072980880397,-0.0024097139076507523,-3.126429826557774e-05,0.0019108897197797816,0.0063469254788969245,-0.001810193503223533,0.0063617258771965085,0.005822002835561478,-0.0013951451355866948,0.003722386198233351,0.0010691948365001633,0.0015921928236404437,0.0003764763941042838,-0.003767382735814587,0.0029152782068753006,-0.0011109170742943674,-0.0006523327471781077,0.003134554348293218,0.0033630671187171507,-0.027410673622202095,-0.021914939938467007,0.002756851999098649,0.0002893204257382239,0.0008615240351142312,-0.0013235520146297744,0.0044975464699982025,0.002966857213494943,-0.0031735697074067315,-0.007432691393370177,0.002601439499638554,-0.0007428251104774781,0.004539298202235617,-0.0018100194133204768,-0.00063861002494606,0.0002679437550414667,0.0069193557020305945,-0.0006730543595098205,-0.00013826883588383783,0.002602008935761856,-0.0006072813574797215,0.006955287651408072,0.018608751611303098,0.011279385318497146,-0.002735263903312561,0.0012827163111080102,-0.0016651741996585138,-0.002485676885593099,0.008976050880235271,-0.0017130562025063445,-0.001052212415337317,0.004469914435890858,0.01031673958801538,0.011557734902024178,0.0014127156555470448,0.006410427594933675,-0.001528577265776098,-0.005781488241114592,0.0033532548411102023,0.0008316664520016512,-0.00899269604948132,-0.0037168116705068224,-0.001872840144836849,-0.0016018921095241531,0.006773895791236053,0.008375131101449901,-0.00665941902895924,-0.000933311078946801,-0.006724069680430913,0.005627785232700996,0.0026031631459080265,4.376664676362035e-05,-0.003770178788745719,-0.00012387252771819187,0.001668236692725352,0.0039670751529097634,-0.004141683297886082,-0.003716700095590728,-0.0051289381891205625,-0.0030253809487998736,0.001955945888551963,-0.00010930973439535674,-0.004740879402152513,-0.000629548171603972,0.00595939821238559,2.5059092820650056e-05]},"decompiler_evidence":{"compatibility_metric_sample_count":0,"observed":true,"source_decompiled_metric_sample_count":2,"structural_formula_target_count":18,"structural_target_sample_count":2,"validation_authority":false},"embedding_cosine_similarity":0.660601431642382,"evaluation_profile":{"model_metrics_seconds":0.22817120095714927,"ontology_capture_seconds":1.553274397039786,"sample_count":2,"schema_version":"autoencoder-evaluation-profile/v1","scope":"wall_time_observation_not_an_objective_or_admission","target_observation":{"bridge_module_preloaded_at_start":true,"bridge_names":["modal_frame_logic","deontic_norms","fol_tdfol","cec_dcec","external_prover_router"],"cache_observation_scope":"this_evaluation_not_proof_of_process_coldness","disk_cache_enabled":false,"disk_cache_hit_count":0,"evaluate_provers":false,"generated_target_count":0,"memory_cache_hit_count":0,"native_evaluation_attempt_count":0,"native_evaluation_seconds_sum":0.0,"parallel_workers_requested":1,"parallel_workers_used":0,"process_target_cache_empty_at_start":true,"process_target_cache_entries_at_start":0,"representation_counts":{"cached_summary":0,"native":2,"other":0,"prepared_native":0},"structural_target_seconds":0.013272569049149752,"supplied_target_count":2,"target_cache_miss_count":0,"target_count":2,"target_items_seconds":3.214413300156593e-05,"target_reduction_seconds":0.2443845181260258,"timeout_fallback_count":0,"training_target_seconds_sum":0.0},"target_payload_seconds":0.2577668488956988,"total_seconds":2.039214479038492},"frame_ranking_loss":0.0,"legal_ir_grammar_rejection_reasons":{},"legal_ir_losses":{"legal_ir_multiview_acceptance_loss":0.0,"legal_ir_multiview_cosine_loss":0.08651389451584421,"legal_ir_multiview_cross_entropy_loss":0.13607543048495852,"legal_ir_multiview_frame_logic_missing_loss":0.0,"legal_ir_multiview_graph_failure_penalty":0.0,"legal_ir_multiview_proof_failure_ratio":0.0,"legal_ir_multiview_reconstruction_loss":0.0004505932077463542,"legal_ir_multiview_text_reconstruction_loss":0.0,"legal_ir_multiview_total_loss":0.47356250100685326,"legal_ir_multiview_view_coverage_loss":0.0,"legal_ir_view_cross_entropy_excess_loss":0.02773248468024514,"legal_ir_view_cross_entropy_loss":1.5890269151739727,"legal_ir_view_entropy_loss":1.5612944304937275,"legal_ir_view_family_cec_cosine_gap_loss":0.0001634439160586032,"legal_ir_view_family_cec_cross_entropy_excess_loss":0.0005738731577113465,"legal_ir_view_family_cec_cross_entropy_loss":0.5198325687453578,"legal_ir_view_family_cosine_gap_loss":0.02572921303422182,"legal_ir_view_family_cross_entropy_excess_loss":0.02773248468024514,"legal_ir_view_family_cross_entropy_loss":1.5890269151739727,"legal_ir_view_family_deontic_cosine_gap_loss":0.007058885175058149,"legal_ir_view_family_deontic_cross_entropy_excess_loss":0.013681497993036917,"legal_ir_view_family_deontic_cross_entropy_loss":0.5927586044962977,"legal_ir_view_family_entropy_loss":1.5612944304937275,"legal_ir_view_family_external_provers_cosine_gap_loss":0.0017926011898922178,"legal_ir_view_family_external_provers_cross_entropy_excess_loss":0.007942641520313043,"legal_ir_view_family_external_provers_cross_entropy_loss":0.3779669509064643,"legal_ir_view_family_frame_logic_cosine_gap_loss":4.769658492420614e-05,"legal_ir_view_family_frame_logic_cross_entropy_excess_loss":0.0001748894410081303,"legal_ir_view_family_frame_logic_cross_entropy_loss":0.46184098544674546,"legal_ir_view_family_kg_cosine_gap_loss":0.005695571653293041,"legal_ir_view_family_kg_cross_entropy_excess_loss":0.016651103801162415,"legal_ir_view_family_kg_cross_entropy_loss":0.4216508983899758,"legal_ir_view_family_prover_cosine_gap_loss":0.0017926011898922178,"legal_ir_view_family_prover_cross_entropy_excess_loss":0.007942641520313043,"legal_ir_view_family_prover_cross_entropy_loss":0.3779669509064643,"legal_ir_view_family_tdfol_cosine_gap_loss":0.00013949321411982352,"legal_ir_view_family_tdfol_cross_entropy_excess_loss":0.00044674140917141947,"legal_ir_view_family_tdfol_cross_entropy_loss":0.5222078760282944,"source_decompiled_text_embedding_cosine_loss":0.08651389451584421,"source_decompiled_text_token_loss":0.11540600000000001},"legal_ir_predicted_view_distribution":{"CEC.native":0.20833333333333331,"TDFOL.prover":0.20833333333333331,"deontic.ir":0.20833333333333331,"external_provers.router":0.16666666666666666,"knowledge_graphs.neo4j_compat":0.20833333333333331,"modal.frame_logic":0.16666666666666666},"legal_ir_target_count":2,"legal_ir_target_hashes":{"us-code-36-50106-bb17fee26e3ac266":"93487a24aaaa9d09bd6b0b27b591ea79d48d458054976c837de3c1650fb4fa7b","us-code-42-8286a-579bf6232e305315":"a7b1b2ced143cbf6c5dfd188a2368bca7a4bc2ea15740b598c8712cf466c95c5"},"legal_ir_view_distribution":{"CEC.native":0.21632755109317564,"TDFOL.prover":0.21927397341838234,"deontic.ir":0.2763222064189828,"external_provers.router":0.1215613181477857,"knowledge_graphs.neo4j_compat":0.1404580170405054,"modal.frame_logic":0.1736751859101219},"legal_ir_view_family_metrics":{"cec":{"autoencoder_cosine_similarity":0.6466170492053833,"autoencoder_cosine_similarity_observation_count":2.0,"autoencoder_cross_entropy_loss":2.19722457733622,"autoencoder_cross_entropy_loss_observation_count":2.0,"ir_cosine_similarity":0.9998596958601661,"ir_cosine_similarity_observation_count":2.0,"ir_cross_entropy_loss":0.5257236503559408,"ir_cross_entropy_loss_observation_count":2.0,"sample_count":2.0,"sample_weight":0.4326551021863513,"symbolic_validity_success_rate":1.0,"symbolic_validity_success_rate_observation_count":2.0},"decompiler":{"autoencoder_cosine_similarity":0.660601431642382,"autoencoder_cosine_similarity_observation_count":2.0,"autoencoder_cross_entropy_loss":2.19722457733622,"autoencoder_cross_entropy_loss_observation_count":2.0,"sample_count":2.0,"sample_weight":2.0,"symbolic_validity_success_rate":1.0,"symbolic_validity_success_rate_observation_count":2.0},"deontic":{"autoencoder_cosine_similarity":0.6383989904299749,"autoencoder_cosine_similarity_observation_count":2.0,"autoencoder_cross_entropy_loss":2.19722457733622,"autoencoder_cross_entropy_loss_observation_count":2.0,"ir_cosine_similarity":0.991801946005488,"ir_cosine_similarity_observation_count":2.0,"ir_cross_entropy_loss":0.6087817640089963,"ir_cross_entropy_loss_observation_count":2.0,"sample_count":2.0,"sample_weight":0.5526444128379656,"symbolic_validity_success_rate":1.0,"symbolic_validity_success_rate_observation_count":2.0},"external_provers":{"autoencoder_cosine_similarity":0.7562039397777428,"autoencoder_cosine_similarity_observation_count":1.0,"autoencoder_cross_entropy_loss":2.1972245773362196,"autoencoder_cross_entropy_loss_observation_count":1.0,"ir_cosine_similarity":0.9982073988101078,"ir_cosine_similarity_observation_count":1.0,"ir_cross_entropy_loss":0.3779669509064643,"ir_cross_entropy_loss_observation_count":1.0,"sample_count":1.0,"sample_weight":0.1215613181477857,"symbolic_validity_success_rate":1.0,"symbolic_validity_success_rate_observation_count":1.0},"frame_logic":{"autoencoder_cosine_similarity":0.7562039397777427,"autoencoder_cosine_similarity_observation_count":1.0,"autoencoder_cross_entropy_loss":2.1972245773362196,"autoencoder_cross_entropy_loss_observation_count":1.0,"ir_cosine_similarity":0.9999523034150758,"ir_cosine_similarity_observation_count":1.0,"ir_cross_entropy_loss":0.46184098544674546,"ir_cross_entropy_loss_observation_count":1.0,"sample_count":1.0,"sample_weight":0.1736751859101219,"symbolic_validity_success_rate":1.0,"symbolic_validity_success_rate_observation_count":1.0},"kg":{"autoencoder_cosine_similarity":0.6511821026769165,"autoencoder_cosine_similarity_observation_count":2.0,"autoencoder_cross_entropy_loss":2.1972245773362196,"autoencoder_cross_entropy_loss_observation_count":2.0,"ir_cosine_similarity":0.9938838286944445,"ir_cosine_similarity_observation_count":2.0,"ir_cross_entropy_loss":0.4251528569209935,"ir_cross_entropy_loss_observation_count":2.0,"sample_count":2.0,"sample_weight":0.2809160340810108,"symbolic_validity_success_rate":1.0,"symbolic_validity_success_rate_observation_count":2.0},"tdfol":{"autoencoder_cosine_similarity":0.6440494438904532,"autoencoder_cosine_similarity_observation_count":2.0,"autoencoder_cross_entropy_loss":2.19722457733622,"autoencoder_cross_entropy_loss_observation_count":2.0,"ir_cosine_similarity":0.9998729146305803,"ir_cosine_similarity_observation_count":2.0,"ir_cross_entropy_loss":0.5305318895174148,"ir_cross_entropy_loss_observation_count":2.0,"sample_count":2.0,"sample_weight":0.4385479468367647,"symbolic_validity_success_rate":1.0,"symbolic_validity_success_rate_observation_count":2.0}},"reconstruction_loss":0.0022176132200311624,"sample_count":2,"sample_embedding_metrics":[{"citation":"42 U.S.C. \u00a7 8286a","cosine_loss":0.435001076,"cosine_similarity":0.564998924,"reconstruction_loss":0.002316105,"sample_id":"us-code-42-8286a-579bf6232e305315","text_shape":"8286a|use|factors|data|factors|data|consented|pursuant|may|revised|agreed|consensus"},{"citation":"36 U.S.C. \u00a7 50106","cosine_loss":0.24379606,"cosine_similarity":0.75620394,"reconstruction_loss":0.002119121,"sample_id":"us-code-36-50106-bb17fee26e3ac266","text_shape":"50106|powers|corporation|has|only|powers|provided|its|bylaws|articles|incorporation|filed"}],"symbolic_validity_penalty":0.0},"candidate_update_order":["decoded_embedding_structural"],"compute_backend":{"autoencoder_compute_backend":"python","autoencoder_compute_device":"python","autoencoder_compute_device_request":"python"},"decoder_preprojection_observation":{"after":{"complete":true,"embedding_cosine_similarity_mean":0.7950826793526147,"finite":true,"observation_source":"accepted_evaluation_decoded_vectors","observed_sample_count":2,"reconstruction_loss_mean":0.002010686986904334,"requested_sample_count":2,"sample_memory_used":false,"sample_metrics":[{"embedding_cosine_similarity":0.8420322016671575,"reconstruction_loss":0.0018791319938435875,"sample_id":"us-code-36-50106-bb17fee26e3ac266"},{"embedding_cosine_similarity":0.7481331570380718,"reconstruction_loss":0.002142241979965081,"sample_id":"us-code-42-8286a-579bf6232e305315"}],"scope":"decoder_before_reconstruction_safety_projection","stopped_reason":null,"used_for_acceptance":true},"before":{"complete":true,"embedding_cosine_similarity_mean":0.660601431642382,"finite":true,"observation_source":"accepted_evaluation_decoded_vectors","observed_sample_count":2,"reconstruction_loss_mean":0.0022176132200311624,"requested_sample_count":2,"sample_memory_used":false,"sample_metrics":[{"embedding_cosine_similarity":0.7562039397777428,"reconstruction_loss":0.00211912120516158,"sample_id":"us-code-36-50106-bb17fee26e3ac266"},{"embedding_cosine_similarity":0.5649989235070213,"reconstruction_loss":0.002316105234900745,"sample_id":"us-code-42-8286a-579bf6232e305315"}],"scope":"decoder_before_reconstruction_safety_projection","stopped_reason":null,"used_for_acceptance":true},"changes_acceptance":true,"sample_scope":"tuning"},"effective_max_line_search_attempts":2,"elapsed_seconds":18.101,"epoch_reports":[{"acceptance_source":"strict","accepted":true,"adaptive_optimizer":{"actual_learning_rate":0.35,"autograd_gradient":false,"exact_flat_guard_metrics":false,"inserted_rows_excluded":199,"momentum_applied":false,"momentum_carry_norm":0.0,"momentum_coordinate_count":0,"momentum_fresh_intersection_coordinate_count":0,"momentum_fresh_intersection_norm":0.0,"momentum_fresh_intersection_norm_coverage":0.0,"momentum_restart_reason":null,"parameter_delta_coordinate_count":64128,"parameter_delta_norm":0.024357008437459027,"parameter_delta_scope":"existing_numeric_trainable_coordinates_only","phase":"expand_after_positive"},"adaptive_phase_counts":{"expand_after_positive":1,"guarded_positive":1,"selected_head_rate_growth":1,"warm_start":1},"attempt_reports":[{"acceptance_source":"strict","accepted":true,"adaptive_optimizer":{"actual_learning_rate":0.175,"autograd_gradient":false,"exact_flat_guard_metrics":false,"inserted_rows_excluded":199,"momentum_applied":false,"momentum_carry_norm":0.0,"momentum_coordinate_count":0,"momentum_fresh_intersection_coordinate_count":0,"momentum_fresh_intersection_norm":0.0,"momentum_fresh_intersection_norm_coverage":0.0,"momentum_restart_reason":null,"parameter_delta_coordinate_count":64128,"parameter_delta_norm":0.012178504218729513,"parameter_delta_scope":"existing_numeric_trainable_coordinates_only","phase":"warm_start"},"candidate_preparation_stopped_stage":null,"candidate_snapshot_available":true,"cosine_similarity_delta":0.016535700944003806,"cross_entropy_delta":0.0,"cross_entropy_excess_delta":0.0,"effective_learning_rate":0.175,"evaluated_objective":{"after":{"cross_entropy_excess_loss":1.6508093005719755,"embedding_cosine_gap":0.32286286741361414,"legal_ir:legal_ir_multiview_graph_failure_penalty":0.0,"legal_ir:legal_ir_multiview_proof_failure_ratio":0.0,"legal_ir:legal_ir_multiview_total_loss":0.47356250100685326,"legal_ir:legal_ir_view_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_cross_entropy_loss":1.5890269151739727,"legal_ir:legal_ir_view_family_cosine_gap_loss":0.02572921303422182,"legal_ir:legal_ir_view_family_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_family_cross_entropy_loss":1.5890269151739727,"reconstruction_loss":0.002201148129970308},"before":{"cross_entropy_excess_loss":1.6508093005719755,"embedding_cosine_gap":0.33939856835761795,"legal_ir:legal_ir_multiview_graph_failure_penalty":0.0,"legal_ir:legal_ir_multiview_proof_failure_ratio":0.0,"legal_ir:legal_ir_multiview_total_loss":0.47356250100685326,"legal_ir:legal_ir_view_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_cross_entropy_loss":1.5890269151739727,"legal_ir:legal_ir_view_family_cosine_gap_loss":0.02572921303422182,"legal_ir:legal_ir_view_family_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_family_cross_entropy_loss":1.5890269151739727,"reconstruction_loss":0.0022176132200311624},"selected_metric_names":["cross_entropy_excess_loss","embedding_cosine_gap","legal_ir:legal_ir_multiview_graph_failure_penalty","legal_ir:legal_ir_multiview_proof_failure_ratio","legal_ir:legal_ir_multiview_total_loss","legal_ir:legal_ir_view_cross_entropy_excess_loss","legal_ir:legal_ir_view_cross_entropy_loss","legal_ir:legal_ir_view_family_cosine_gap_loss","legal_ir:legal_ir_view_family_cross_entropy_excess_loss","legal_ir:legal_ir_view_family_cross_entropy_loss","reconstruction_loss"]},"gradient_norms_by_family":{"decompiler":0.008590736143},"gradient_norms_by_head":{"decompiler_plan_embedding_weights":0.008590736143},"hard_example_count":1,"hard_example_fraction":1.0,"head_family_gradient_norms":{"decompiler":0.008590736143},"head_family_update_norms":{"decompiler":0.001503378825},"head_learning_rate_scale":0.5,"holdout_evaluated":true,"legal_ir_view_cross_entropy_delta":0.0,"legal_ir_view_cross_entropy_excess_delta":0.0,"legal_ir_view_family_cosine_gap_delta":0.0,"legal_ir_view_family_cross_entropy_delta":0.0,"legal_ir_view_family_cross_entropy_excess_delta":0.0,"line_search_attempt":1,"line_search_multiplier":1.0,"line_search_refinement":false,"objective_delta":0.024820016506066356,"pareto_regressions":{},"productive_search":{"attempt_budget":2,"duplicate_trials_skipped":0,"flat_warm_start_rate":null,"flat_warm_start_reason":null,"trial_phases":["warm_start","expand_after_positive"],"tried_learning_rates":[0.175,0.35]},"projection_deadband":{"adjusted_pareto_regressions":{},"enabled":false,"enforced_accepted":false,"hard_guardrail_blocked_regressions":{},"hard_guardrail_metrics":["embedding_cosine_similarity","reconstruction_loss","legal_ir:*","hammer_*","source_copy*","source_copy_*","symbolic_validity*"],"max_ce_deadband":0.0,"mode":"off","tolerated_regressions":{},"would_accept":false},"projection_prescreen":{"effective_mode":"off","enabled":false,"mode":"off","selected_for_holdout":true,"top_k":3},"reconstruction_delta":1.6465090060854403e-05,"strict_accepted":true,"trainable_legal_ir_head_norms":{"finite":true,"gradient_norm":0.008590736141,"gradient_norms_by_family":{"decompiler":0.008590736143},"gradient_norms_by_head":{"decompiler_plan_embedding_weights":0.008590736143},"head_family_gradient_norms":{"decompiler":0.008590736143},"head_family_update_norms":{"decompiler":0.001503378825},"learning_rate":0.175,"nonzero_gradient":true,"nonzero_update":true,"projection_update_backend":"python_sparse_batch","scalar_update_counts_by_head":{"decompiler_plan_embedding_weights":61056},"schema_version":"legal-ir-trainable-objective-head-norms-v1","trainable_head_families":{"decompiler_plan_embedding_weights":"decompiler","decompiler_plan_family_logits":"decompiler","decompiler_plan_legal_ir_view_logits":"decompiler","family_semantic_slot_legal_ir_view_logits":"semantic_slot","feature_legal_ir_view_logits":"compiler_facing_legal_ir_view","legal_ir_view_family_logits":"compiler_facing_legal_ir_view","legal_ir_view_logits":"compiler_facing_legal_ir_view","logic_signature_legal_ir_view_logits":"compiler_facing_legal_ir_view","predicate_argument_legal_ir_view_logits":"compiler_facing_legal_ir_view","proof_auxiliary_head_logits":"proof","round_trip_signal_legal_ir_view_logits":"compiler_facing_legal_ir_view","semantic_slot_legal_ir_view_family_logits":"semantic_slot","semantic_slot_legal_ir_view_logits":"semantic_slot"},"update_norm":0.001503378825,"update_norms_by_family":{"decompiler":0.001503378825},"update_norms_by_head":{"decompiler_plan_embedding_weights":0.001503378825}},"update":"decoded_embedding_structural","update_norms_by_family":{"decompiler":0.001503378825},"update_norms_by_head":{"decompiler_plan_embedding_weights":0.001503378825}},{"acceptance_source":"strict","accepted":true,"adaptive_optimizer":{"actual_learning_rate":0.35,"autograd_gradient":false,"exact_flat_guard_metrics":false,"inserted_rows_excluded":199,"momentum_applied":false,"momentum_carry_norm":0.0,"momentum_coordinate_count":0,"momentum_fresh_intersection_coordinate_count":0,"momentum_fresh_intersection_norm":0.0,"momentum_fresh_intersection_norm_coverage":0.0,"momentum_restart_reason":null,"parameter_delta_coordinate_count":64128,"parameter_delta_norm":0.024357008437459027,"parameter_delta_scope":"existing_numeric_trainable_coordinates_only","phase":"expand_after_positive"},"candidate_preparation_stopped_stage":null,"candidate_snapshot_available":true,"cosine_similarity_delta":0.03182826824905005,"cross_entropy_delta":0.0,"cross_entropy_excess_delta":0.0,"effective_learning_rate":0.35,"evaluated_objective":{"after":{"cross_entropy_excess_loss":1.6508093005719755,"embedding_cosine_gap":0.3075703001085679,"legal_ir:legal_ir_multiview_graph_failure_penalty":0.0,"legal_ir:legal_ir_multiview_proof_failure_ratio":0.0,"legal_ir:legal_ir_multiview_total_loss":0.47356250100685326,"legal_ir:legal_ir_view_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_cross_entropy_loss":1.5890269151739727,"legal_ir:legal_ir_view_family_cosine_gap_loss":0.02572921303422182,"legal_ir:legal_ir_view_family_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_family_cross_entropy_loss":1.5890269151739727,"reconstruction_loss":0.002184804100972576},"before":{"cross_entropy_excess_loss":1.6508093005719755,"embedding_cosine_gap":0.33939856835761795,"legal_ir:legal_ir_multiview_graph_failure_penalty":0.0,"legal_ir:legal_ir_multiview_proof_failure_ratio":0.0,"legal_ir:legal_ir_multiview_total_loss":0.47356250100685326,"legal_ir:legal_ir_view_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_cross_entropy_loss":1.5890269151739727,"legal_ir:legal_ir_view_family_cosine_gap_loss":0.02572921303422182,"legal_ir:legal_ir_view_family_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_family_cross_entropy_loss":1.5890269151739727,"reconstruction_loss":0.0022176132200311624},"selected_metric_names":["cross_entropy_excess_loss","embedding_cosine_gap","legal_ir:legal_ir_multiview_graph_failure_penalty","legal_ir:legal_ir_multiview_proof_failure_ratio","legal_ir:legal_ir_multiview_total_loss","legal_ir:legal_ir_view_cross_entropy_excess_loss","legal_ir:legal_ir_view_cross_entropy_loss","legal_ir:legal_ir_view_family_cosine_gap_loss","legal_ir:legal_ir_view_family_cross_entropy_excess_loss","legal_ir:legal_ir_view_family_cross_entropy_loss","reconstruction_loss"]},"gradient_norms_by_family":{"decompiler":0.00859073614},"gradient_norms_by_head":{"decompiler_plan_embedding_weights":0.00859073614},"hard_example_count":1,"hard_example_fraction":1.0,"head_family_gradient_norms":{"decompiler":0.00859073614},"head_family_update_norms":{"decompiler":0.003006757649},"head_learning_rate_scale":0.5,"holdout_evaluated":true,"legal_ir_view_cross_entropy_delta":0.0,"legal_ir_view_cross_entropy_excess_delta":0.0,"legal_ir_view_family_cosine_gap_delta":0.0,"legal_ir_view_family_cross_entropy_delta":0.0,"legal_ir_view_family_cross_entropy_excess_delta":0.0,"line_search_attempt":2,"line_search_multiplier":2.0,"line_search_refinement":false,"objective_delta":0.04777521149263331,"pareto_regressions":{},"productive_search":{"attempt_budget":2,"duplicate_trials_skipped":0,"flat_warm_start_rate":null,"flat_warm_start_reason":null,"trial_phases":["warm_start","expand_after_positive"],"tried_learning_rates":[0.175,0.35]},"projection_deadband":{"adjusted_pareto_regressions":{},"enabled":false,"enforced_accepted":false,"hard_guardrail_blocked_regressions":{},"hard_guardrail_metrics":["embedding_cosine_similarity","reconstruction_loss","legal_ir:*","hammer_*","source_copy*","source_copy_*","symbolic_validity*"],"max_ce_deadband":0.0,"mode":"off","tolerated_regressions":{},"would_accept":false},"projection_prescreen":{"effective_mode":"off","enabled":false,"mode":"off","selected_for_holdout":true,"top_k":3},"reconstruction_delta":3.2809119058586304e-05,"strict_accepted":true,"trainable_legal_ir_head_norms":{"finite":true,"gradient_norm":0.008590736141,"gradient_norms_by_family":{"decompiler":0.00859073614},"gradient_norms_by_head":{"decompiler_plan_embedding_weights":0.00859073614},"head_family_gradient_norms":{"decompiler":0.00859073614},"head_family_update_norms":{"decompiler":0.003006757649},"learning_rate":0.35,"nonzero_gradient":true,"nonzero_update":true,"projection_update_backend":"python_sparse_batch","scalar_update_counts_by_head":{"decompiler_plan_embedding_weights":61056},"schema_version":"legal-ir-trainable-objective-head-norms-v1","trainable_head_families":{"decompiler_plan_embedding_weights":"decompiler","decompiler_plan_family_logits":"decompiler","decompiler_plan_legal_ir_view_logits":"decompiler","family_semantic_slot_legal_ir_view_logits":"semantic_slot","feature_legal_ir_view_logits":"compiler_facing_legal_ir_view","legal_ir_view_family_logits":"compiler_facing_legal_ir_view","legal_ir_view_logits":"compiler_facing_legal_ir_view","logic_signature_legal_ir_view_logits":"compiler_facing_legal_ir_view","predicate_argument_legal_ir_view_logits":"compiler_facing_legal_ir_view","proof_auxiliary_head_logits":"proof","round_trip_signal_legal_ir_view_logits":"compiler_facing_legal_ir_view","semantic_slot_legal_ir_view_family_logits":"semantic_slot","semantic_slot_legal_ir_view_logits":"semantic_slot"},"update_norm":0.003006757649,"update_norms_by_family":{"decompiler":0.003006757649},"update_norms_by_head":{"decompiler_plan_embedding_weights":0.003006757649}},"update":"decoded_embedding_structural","update_norms_by_family":{"decompiler":0.003006757649},"update_norms_by_head":{"decompiler_plan_embedding_weights":0.003006757649}}],"candidate_holdout_evaluation_count":2,"candidate_preparation_stopped_stage":null,"candidate_reports":[{"acceptance_source":"strict","accepted":true,"adaptive_optimizer":{"actual_learning_rate":0.35,"autograd_gradient":false,"exact_flat_guard_metrics":false,"inserted_rows_excluded":199,"momentum_applied":false,"momentum_carry_norm":0.0,"momentum_coordinate_count":0,"momentum_fresh_intersection_coordinate_count":0,"momentum_fresh_intersection_norm":0.0,"momentum_fresh_intersection_norm_coverage":0.0,"momentum_restart_reason":null,"parameter_delta_coordinate_count":64128,"parameter_delta_norm":0.024357008437459027,"parameter_delta_scope":"existing_numeric_trainable_coordinates_only","phase":"expand_after_positive"},"attempt_reports":[{"acceptance_source":"strict","accepted":true,"adaptive_optimizer":{"actual_learning_rate":0.175,"autograd_gradient":false,"exact_flat_guard_metrics":false,"inserted_rows_excluded":199,"momentum_applied":false,"momentum_carry_norm":0.0,"momentum_coordinate_count":0,"momentum_fresh_intersection_coordinate_count":0,"momentum_fresh_intersection_norm":0.0,"momentum_fresh_intersection_norm_coverage":0.0,"momentum_restart_reason":null,"parameter_delta_coordinate_count":64128,"parameter_delta_norm":0.012178504218729513,"parameter_delta_scope":"existing_numeric_trainable_coordinates_only","phase":"warm_start"},"candidate_preparation_stopped_stage":null,"candidate_snapshot_available":true,"cosine_similarity_delta":0.016535700944003806,"cross_entropy_delta":0.0,"cross_entropy_excess_delta":0.0,"effective_learning_rate":0.175,"evaluated_objective":{"after":{"cross_entropy_excess_loss":1.6508093005719755,"embedding_cosine_gap":0.32286286741361414,"legal_ir:legal_ir_multiview_graph_failure_penalty":0.0,"legal_ir:legal_ir_multiview_proof_failure_ratio":0.0,"legal_ir:legal_ir_multiview_total_loss":0.47356250100685326,"legal_ir:legal_ir_view_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_cross_entropy_loss":1.5890269151739727,"legal_ir:legal_ir_view_family_cosine_gap_loss":0.02572921303422182,"legal_ir:legal_ir_view_family_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_family_cross_entropy_loss":1.5890269151739727,"reconstruction_loss":0.002201148129970308},"before":{"cross_entropy_excess_loss":1.6508093005719755,"embedding_cosine_gap":0.33939856835761795,"legal_ir:legal_ir_multiview_graph_failure_penalty":0.0,"legal_ir:legal_ir_multiview_proof_failure_ratio":0.0,"legal_ir:legal_ir_multiview_total_loss":0.47356250100685326,"legal_ir:legal_ir_view_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_cross_entropy_loss":1.5890269151739727,"legal_ir:legal_ir_view_family_cosine_gap_loss":0.02572921303422182,"legal_ir:legal_ir_view_family_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_family_cross_entropy_loss":1.5890269151739727,"reconstruction_loss":0.0022176132200311624},"selected_metric_names":["cross_entropy_excess_loss","embedding_cosine_gap","legal_ir:legal_ir_multiview_graph_failure_penalty","legal_ir:legal_ir_multiview_proof_failure_ratio","legal_ir:legal_ir_multiview_total_loss","legal_ir:legal_ir_view_cross_entropy_excess_loss","legal_ir:legal_ir_view_cross_entropy_loss","legal_ir:legal_ir_view_family_cosine_gap_loss","legal_ir:legal_ir_view_family_cross_entropy_excess_loss","legal_ir:legal_ir_view_family_cross_entropy_loss","reconstruction_loss"]},"gradient_norms_by_family":{"decompiler":0.008590736143},"gradient_norms_by_head":{"decompiler_plan_embedding_weights":0.008590736143},"hard_example_count":1,"hard_example_fraction":1.0,"head_family_gradient_norms":{"decompiler":0.008590736143},"head_family_update_norms":{"decompiler":0.001503378825},"head_learning_rate_scale":0.5,"holdout_evaluated":true,"legal_ir_view_cross_entropy_delta":0.0,"legal_ir_view_cross_entropy_excess_delta":0.0,"legal_ir_view_family_cosine_gap_delta":0.0,"legal_ir_view_family_cross_entropy_delta":0.0,"legal_ir_view_family_cross_entropy_excess_delta":0.0,"line_search_attempt":1,"line_search_multiplier":1.0,"line_search_refinement":false,"objective_delta":0.024820016506066356,"pareto_regressions":{},"productive_search":{"attempt_budget":2,"duplicate_trials_skipped":0,"flat_warm_start_rate":null,"flat_warm_start_reason":null,"trial_phases":["warm_start","expand_after_positive"],"tried_learning_rates":[0.175,0.35]},"projection_deadband":{"adjusted_pareto_regressions":{},"enabled":false,"enforced_accepted":false,"hard_guardrail_blocked_regressions":{},"hard_guardrail_metrics":["embedding_cosine_similarity","reconstruction_loss","legal_ir:*","hammer_*","source_copy*","source_copy_*","symbolic_validity*"],"max_ce_deadband":0.0,"mode":"off","tolerated_regressions":{},"would_accept":false},"projection_prescreen":{"effective_mode":"off","enabled":false,"mode":"off","selected_for_holdout":true,"top_k":3},"reconstruction_delta":1.6465090060854403e-05,"strict_accepted":true,"trainable_legal_ir_head_norms":{"finite":true,"gradient_norm":0.008590736141,"gradient_norms_by_family":{"decompiler":0.008590736143},"gradient_norms_by_head":{"decompiler_plan_embedding_weights":0.008590736143},"head_family_gradient_norms":{"decompiler":0.008590736143},"head_family_update_norms":{"decompiler":0.001503378825},"learning_rate":0.175,"nonzero_gradient":true,"nonzero_update":true,"projection_update_backend":"python_sparse_batch","scalar_update_counts_by_head":{"decompiler_plan_embedding_weights":61056},"schema_version":"legal-ir-trainable-objective-head-norms-v1","trainable_head_families":{"decompiler_plan_embedding_weights":"decompiler","decompiler_plan_family_logits":"decompiler","decompiler_plan_legal_ir_view_logits":"decompiler","family_semantic_slot_legal_ir_view_logits":"semantic_slot","feature_legal_ir_view_logits":"compiler_facing_legal_ir_view","legal_ir_view_family_logits":"compiler_facing_legal_ir_view","legal_ir_view_logits":"compiler_facing_legal_ir_view","logic_signature_legal_ir_view_logits":"compiler_facing_legal_ir_view","predicate_argument_legal_ir_view_logits":"compiler_facing_legal_ir_view","proof_auxiliary_head_logits":"proof","round_trip_signal_legal_ir_view_logits":"compiler_facing_legal_ir_view","semantic_slot_legal_ir_view_family_logits":"semantic_slot","semantic_slot_legal_ir_view_logits":"semantic_slot"},"update_norm":0.001503378825,"update_norms_by_family":{"decompiler":0.001503378825},"update_norms_by_head":{"decompiler_plan_embedding_weights":0.001503378825}},"update":"decoded_embedding_structural","update_norms_by_family":{"decompiler":0.001503378825},"update_norms_by_head":{"decompiler_plan_embedding_weights":0.001503378825}},{"acceptance_source":"strict","accepted":true,"adaptive_optimizer":{"actual_learning_rate":0.35,"autograd_gradient":false,"exact_flat_guard_metrics":false,"inserted_rows_excluded":199,"momentum_applied":false,"momentum_carry_norm":0.0,"momentum_coordinate_count":0,"momentum_fresh_intersection_coordinate_count":0,"momentum_fresh_intersection_norm":0.0,"momentum_fresh_intersection_norm_coverage":0.0,"momentum_restart_reason":null,"parameter_delta_coordinate_count":64128,"parameter_delta_norm":0.024357008437459027,"parameter_delta_scope":"existing_numeric_trainable_coordinates_only","phase":"expand_after_positive"},"candidate_preparation_stopped_stage":null,"candidate_snapshot_available":true,"cosine_similarity_delta":0.03182826824905005,"cross_entropy_delta":0.0,"cross_entropy_excess_delta":0.0,"effective_learning_rate":0.35,"evaluated_objective":{"after":{"cross_entropy_excess_loss":1.6508093005719755,"embedding_cosine_gap":0.3075703001085679,"legal_ir:legal_ir_multiview_graph_failure_penalty":0.0,"legal_ir:legal_ir_multiview_proof_failure_ratio":0.0,"legal_ir:legal_ir_multiview_total_loss":0.47356250100685326,"legal_ir:legal_ir_view_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_cross_entropy_loss":1.5890269151739727,"legal_ir:legal_ir_view_family_cosine_gap_loss":0.02572921303422182,"legal_ir:legal_ir_view_family_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_family_cross_entropy_loss":1.5890269151739727,"reconstruction_loss":0.002184804100972576},"before":{"cross_entropy_excess_loss":1.6508093005719755,"embedding_cosine_gap":0.33939856835761795,"legal_ir:legal_ir_multiview_graph_failure_penalty":0.0,"legal_ir:legal_ir_multiview_proof_failure_ratio":0.0,"legal_ir:legal_ir_multiview_total_loss":0.47356250100685326,"legal_ir:legal_ir_view_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_cross_entropy_loss":1.5890269151739727,"legal_ir:legal_ir_view_family_cosine_gap_loss":0.02572921303422182,"legal_ir:legal_ir_view_family_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_family_cross_entropy_loss":1.5890269151739727,"reconstruction_loss":0.0022176132200311624},"selected_metric_names":["cross_entropy_excess_loss","embedding_cosine_gap","legal_ir:legal_ir_multiview_graph_failure_penalty","legal_ir:legal_ir_multiview_proof_failure_ratio","legal_ir:legal_ir_multiview_total_loss","legal_ir:legal_ir_view_cross_entropy_excess_loss","legal_ir:legal_ir_view_cross_entropy_loss","legal_ir:legal_ir_view_family_cosine_gap_loss","legal_ir:legal_ir_view_family_cross_entropy_excess_loss","legal_ir:legal_ir_view_family_cross_entropy_loss","reconstruction_loss"]},"gradient_norms_by_family":{"decompiler":0.00859073614},"gradient_norms_by_head":{"decompiler_plan_embedding_weights":0.00859073614},"hard_example_count":1,"hard_example_fraction":1.0,"head_family_gradient_norms":{"decompiler":0.00859073614},"head_family_update_norms":{"decompiler":0.003006757649},"head_learning_rate_scale":0.5,"holdout_evaluated":true,"legal_ir_view_cross_entropy_delta":0.0,"legal_ir_view_cross_entropy_excess_delta":0.0,"legal_ir_view_family_cosine_gap_delta":0.0,"legal_ir_view_family_cross_entropy_delta":0.0,"legal_ir_view_family_cross_entropy_excess_delta":0.0,"line_search_attempt":2,"line_search_multiplier":2.0,"line_search_refinement":false,"objective_delta":0.04777521149263331,"pareto_regressions":{},"productive_search":{"attempt_budget":2,"duplicate_trials_skipped":0,"flat_warm_start_rate":null,"flat_warm_start_reason":null,"trial_phases":["warm_start","expand_after_positive"],"tried_learning_rates":[0.175,0.35]},"projection_deadband":{"adjusted_pareto_regressions":{},"enabled":false,"enforced_accepted":false,"hard_guardrail_blocked_regressions":{},"hard_guardrail_metrics":["embedding_cosine_similarity","reconstruction_loss","legal_ir:*","hammer_*","source_copy*","source_copy_*","symbolic_validity*"],"max_ce_deadband":0.0,"mode":"off","tolerated_regressions":{},"would_accept":false},"projection_prescreen":{"effective_mode":"off","enabled":false,"mode":"off","selected_for_holdout":true,"top_k":3},"reconstruction_delta":3.2809119058586304e-05,"strict_accepted":true,"trainable_legal_ir_head_norms":{"finite":true,"gradient_norm":0.008590736141,"gradient_norms_by_family":{"decompiler":0.00859073614},"gradient_norms_by_head":{"decompiler_plan_embedding_weights":0.00859073614},"head_family_gradient_norms":{"decompiler":0.00859073614},"head_family_update_norms":{"decompiler":0.003006757649},"learning_rate":0.35,"nonzero_gradient":true,"nonzero_update":true,"projection_update_backend":"python_sparse_batch","scalar_update_counts_by_head":{"decompiler_plan_embedding_weights":61056},"schema_version":"legal-ir-trainable-objective-head-norms-v1","trainable_head_families":{"decompiler_plan_embedding_weights":"decompiler","decompiler_plan_family_logits":"decompiler","decompiler_plan_legal_ir_view_logits":"decompiler","family_semantic_slot_legal_ir_view_logits":"semantic_slot","feature_legal_ir_view_logits":"compiler_facing_legal_ir_view","legal_ir_view_family_logits":"compiler_facing_legal_ir_view","legal_ir_view_logits":"compiler_facing_legal_ir_view","logic_signature_legal_ir_view_logits":"compiler_facing_legal_ir_view","predicate_argument_legal_ir_view_logits":"compiler_facing_legal_ir_view","proof_auxiliary_head_logits":"proof","round_trip_signal_legal_ir_view_logits":"compiler_facing_legal_ir_view","semantic_slot_legal_ir_view_family_logits":"semantic_slot","semantic_slot_legal_ir_view_logits":"semantic_slot"},"update_norm":0.003006757649,"update_norms_by_family":{"decompiler":0.003006757649},"update_norms_by_head":{"decompiler_plan_embedding_weights":0.003006757649}},"update":"decoded_embedding_structural","update_norms_by_family":{"decompiler":0.003006757649},"update_norms_by_head":{"decompiler_plan_embedding_weights":0.003006757649}}],"candidate_preparation_stopped_stage":null,"candidate_snapshot_available":true,"cosine_similarity_delta":0.03182826824905005,"cross_entropy_delta":0.0,"cross_entropy_excess_delta":0.0,"effective_learning_rate":0.35,"evaluated_objective":{"after":{"cross_entropy_excess_loss":1.6508093005719755,"embedding_cosine_gap":0.3075703001085679,"legal_ir:legal_ir_multiview_graph_failure_penalty":0.0,"legal_ir:legal_ir_multiview_proof_failure_ratio":0.0,"legal_ir:legal_ir_multiview_total_loss":0.47356250100685326,"legal_ir:legal_ir_view_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_cross_entropy_loss":1.5890269151739727,"legal_ir:legal_ir_view_family_cosine_gap_loss":0.02572921303422182,"legal_ir:legal_ir_view_family_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_family_cross_entropy_loss":1.5890269151739727,"reconstruction_loss":0.002184804100972576},"before":{"cross_entropy_excess_loss":1.6508093005719755,"embedding_cosine_gap":0.33939856835761795,"legal_ir:legal_ir_multiview_graph_failure_penalty":0.0,"legal_ir:legal_ir_multiview_proof_failure_ratio":0.0,"legal_ir:legal_ir_multiview_total_loss":0.47356250100685326,"legal_ir:legal_ir_view_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_cross_entropy_loss":1.5890269151739727,"legal_ir:legal_ir_view_family_cosine_gap_loss":0.02572921303422182,"legal_ir:legal_ir_view_family_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_family_cross_entropy_loss":1.5890269151739727,"reconstruction_loss":0.0022176132200311624},"selected_metric_names":["cross_entropy_excess_loss","embedding_cosine_gap","legal_ir:legal_ir_multiview_graph_failure_penalty","legal_ir:legal_ir_multiview_proof_failure_ratio","legal_ir:legal_ir_multiview_total_loss","legal_ir:legal_ir_view_cross_entropy_excess_loss","legal_ir:legal_ir_view_cross_entropy_loss","legal_ir:legal_ir_view_family_cosine_gap_loss","legal_ir:legal_ir_view_family_cross_entropy_excess_loss","legal_ir:legal_ir_view_family_cross_entropy_loss","reconstruction_loss"]},"gradient_norms_by_family":{"decompiler":0.00859073614},"gradient_norms_by_head":{"decompiler_plan_embedding_weights":0.00859073614},"hard_example_count":1,"hard_example_fraction":1.0,"head_family_gradient_norms":{"decompiler":0.00859073614},"head_family_update_norms":{"decompiler":0.003006757649},"head_learning_rate_scale":0.5,"holdout_evaluated":true,"legal_ir_view_cross_entropy_delta":0.0,"legal_ir_view_cross_entropy_excess_delta":0.0,"legal_ir_view_family_cosine_gap_delta":0.0,"legal_ir_view_family_cross_entropy_delta":0.0,"legal_ir_view_family_cross_entropy_excess_delta":0.0,"line_search_attempt":2,"line_search_attempt_count":2,"line_search_multiplier":2.0,"line_search_refinement":false,"line_search_refinement_attempt_count":0,"objective_delta":0.04777521149263331,"pareto_regressions":{},"productive_search":{"attempt_budget":2,"duplicate_trials_skipped":0,"flat_warm_start_rate":null,"flat_warm_start_reason":null,"trial_phases":["warm_start","expand_after_positive"],"tried_learning_rates":[0.175,0.35]},"projection_deadband":{"adjusted_pareto_regressions":{},"enabled":false,"enforced_accepted":false,"hard_guardrail_blocked_regressions":{},"hard_guardrail_metrics":["embedding_cosine_similarity","reconstruction_loss","legal_ir:*","hammer_*","source_copy*","source_copy_*","symbolic_validity*"],"max_ce_deadband":0.0,"mode":"off","tolerated_regressions":{},"would_accept":false},"projection_prescreen":{"effective_mode":"off","enabled":false,"mode":"off","selected_for_holdout":true,"top_k":3},"reconstruction_delta":3.2809119058586304e-05,"strict_accepted":true,"trainable_legal_ir_head_norms":{"finite":true,"gradient_norm":0.008590736141,"gradient_norms_by_family":{"decompiler":0.00859073614},"gradient_norms_by_head":{"decompiler_plan_embedding_weights":0.00859073614},"head_family_gradient_norms":{"decompiler":0.00859073614},"head_family_update_norms":{"decompiler":0.003006757649},"learning_rate":0.35,"nonzero_gradient":true,"nonzero_update":true,"projection_update_backend":"python_sparse_batch","scalar_update_counts_by_head":{"decompiler_plan_embedding_weights":61056},"schema_version":"legal-ir-trainable-objective-head-norms-v1","trainable_head_families":{"decompiler_plan_embedding_weights":"decompiler","decompiler_plan_family_logits":"decompiler","decompiler_plan_legal_ir_view_logits":"decompiler","family_semantic_slot_legal_ir_view_logits":"semantic_slot","feature_legal_ir_view_logits":"compiler_facing_legal_ir_view","legal_ir_view_family_logits":"compiler_facing_legal_ir_view","legal_ir_view_logits":"compiler_facing_legal_ir_view","logic_signature_legal_ir_view_logits":"compiler_facing_legal_ir_view","predicate_argument_legal_ir_view_logits":"compiler_facing_legal_ir_view","proof_auxiliary_head_logits":"proof","round_trip_signal_legal_ir_view_logits":"compiler_facing_legal_ir_view","semantic_slot_legal_ir_view_family_logits":"semantic_slot","semantic_slot_legal_ir_view_logits":"semantic_slot"},"update_norm":0.003006757649,"update_norms_by_family":{"decompiler":0.003006757649},"update_norms_by_head":{"decompiler_plan_embedding_weights":0.003006757649}},"update":"decoded_embedding_structural","update_norms_by_family":{"decompiler":0.003006757649},"update_norms_by_head":{"decompiler_plan_embedding_weights":0.003006757649}}],"candidate_snapshot_available":true,"committed_objective_delta":0.04777521149263331,"cosine_similarity_delta":0.03182826824905005,"cross_entropy_delta":0.0,"cross_entropy_excess_delta":0.0,"cumulative_training_elapsed_seconds":8.476059484994039,"effective_learning_rate":0.35,"epoch":1,"epoch_elapsed_seconds":4.294330354081467,"evaluated_objective":{"after":{"cross_entropy_excess_loss":1.6508093005719755,"embedding_cosine_gap":0.3075703001085679,"legal_ir:legal_ir_multiview_graph_failure_penalty":0.0,"legal_ir:legal_ir_multiview_proof_failure_ratio":0.0,"legal_ir:legal_ir_multiview_total_loss":0.47356250100685326,"legal_ir:legal_ir_view_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_cross_entropy_loss":1.5890269151739727,"legal_ir:legal_ir_view_family_cosine_gap_loss":0.02572921303422182,"legal_ir:legal_ir_view_family_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_family_cross_entropy_loss":1.5890269151739727,"reconstruction_loss":0.002184804100972576},"before":{"cross_entropy_excess_loss":1.6508093005719755,"embedding_cosine_gap":0.33939856835761795,"legal_ir:legal_ir_multiview_graph_failure_penalty":0.0,"legal_ir:legal_ir_multiview_proof_failure_ratio":0.0,"legal_ir:legal_ir_multiview_total_loss":0.47356250100685326,"legal_ir:legal_ir_view_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_cross_entropy_loss":1.5890269151739727,"legal_ir:legal_ir_view_family_cosine_gap_loss":0.02572921303422182,"legal_ir:legal_ir_view_family_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_family_cross_entropy_loss":1.5890269151739727,"reconstruction_loss":0.0022176132200311624},"selected_metric_names":["cross_entropy_excess_loss","embedding_cosine_gap","legal_ir:legal_ir_multiview_graph_failure_penalty","legal_ir:legal_ir_multiview_proof_failure_ratio","legal_ir:legal_ir_multiview_total_loss","legal_ir:legal_ir_view_cross_entropy_excess_loss","legal_ir:legal_ir_view_cross_entropy_loss","legal_ir:legal_ir_view_family_cosine_gap_loss","legal_ir:legal_ir_view_family_cross_entropy_excess_loss","legal_ir:legal_ir_view_family_cross_entropy_loss","reconstruction_loss"]},"gradient_norms_by_family":{"decompiler":0.00859073614},"gradient_norms_by_head":{"decompiler_plan_embedding_weights":0.00859073614},"hard_example_count":1,"hard_example_fraction":1.0,"head_family_gradient_norms":{"decompiler":0.00859073614},"head_family_update_norms":{"decompiler":0.003006757649},"head_learning_rate_scale":0.5,"holdout_evaluated":true,"legal_ir_view_cross_entropy_delta":0.0,"legal_ir_view_cross_entropy_excess_delta":0.0,"legal_ir_view_family_cosine_gap_delta":0.0,"legal_ir_view_family_cross_entropy_delta":0.0,"legal_ir_view_family_cross_entropy_excess_delta":0.0,"line_search_attempt":2,"line_search_attempt_count":2,"line_search_multiplier":2.0,"line_search_refinement":false,"line_search_refinement_attempt_count":0,"momentum_reset_reasons":{},"objective_after":2.783197761486584,"objective_before":2.8309729729792172,"objective_delta":0.04777521149263331,"pareto_regressions":{},"productive_flat_seed_advances":{},"productive_search":{"attempt_budget":2,"duplicate_trials_skipped":0,"flat_warm_start_rate":null,"flat_warm_start_reason":null,"trial_phases":["warm_start","expand_after_positive"],"tried_learning_rates":[0.175,0.35]},"projection_deadband":{"adjusted_pareto_regressions":{},"enabled":false,"enforced_accepted":false,"hard_guardrail_blocked_regressions":{},"hard_guardrail_metrics":["embedding_cosine_similarity","reconstruction_loss","legal_ir:*","hammer_*","source_copy*","source_copy_*","symbolic_validity*"],"max_ce_deadband":0.0,"mode":"off","tolerated_regressions":{},"would_accept":false},"projection_prescreen":{"effective_mode":"off","enabled":false,"mode":"off","selected_for_holdout":true,"top_k":3},"reconstruction_delta":3.2809119058586304e-05,"selected_update":"decoded_embedding_structural","strict_accepted":true,"trainable_legal_ir_head_norms":{"finite":true,"gradient_norm":0.008590736141,"gradient_norms_by_family":{"decompiler":0.00859073614},"gradient_norms_by_head":{"decompiler_plan_embedding_weights":0.00859073614},"head_family_gradient_norms":{"decompiler":0.00859073614},"head_family_update_norms":{"decompiler":0.003006757649},"learning_rate":0.35,"nonzero_gradient":true,"nonzero_update":true,"projection_update_backend":"python_sparse_batch","scalar_update_counts_by_head":{"decompiler_plan_embedding_weights":61056},"schema_version":"legal-ir-trainable-objective-head-norms-v1","trainable_head_families":{"decompiler_plan_embedding_weights":"decompiler","decompiler_plan_family_logits":"decompiler","decompiler_plan_legal_ir_view_logits":"decompiler","family_semantic_slot_legal_ir_view_logits":"semantic_slot","feature_legal_ir_view_logits":"compiler_facing_legal_ir_view","legal_ir_view_family_logits":"compiler_facing_legal_ir_view","legal_ir_view_logits":"compiler_facing_legal_ir_view","logic_signature_legal_ir_view_logits":"compiler_facing_legal_ir_view","predicate_argument_legal_ir_view_logits":"compiler_facing_legal_ir_view","proof_auxiliary_head_logits":"proof","round_trip_signal_legal_ir_view_logits":"compiler_facing_legal_ir_view","semantic_slot_legal_ir_view_family_logits":"semantic_slot","semantic_slot_legal_ir_view_logits":"semantic_slot"},"update_norm":0.003006757649,"update_norms_by_family":{"decompiler":0.003006757649},"update_norms_by_head":{"decompiler_plan_embedding_weights":0.003006757649}},"update":"decoded_embedding_structural","update_norms_by_family":{"decompiler":0.003006757649},"update_norms_by_head":{"decompiler_plan_embedding_weights":0.003006757649}},{"acceptance_source":"strict","accepted":true,"adaptive_optimizer":{"actual_learning_rate":0.875,"autograd_gradient":false,"exact_flat_guard_metrics":false,"inserted_rows_excluded":0,"momentum_applied":false,"momentum_carry_norm":0.0,"momentum_coordinate_count":0,"momentum_fresh_intersection_coordinate_count":0,"momentum_fresh_intersection_norm":0.0,"momentum_fresh_intersection_norm_coverage":0.0,"momentum_restart_reason":null,"parameter_delta_coordinate_count":140544,"parameter_delta_norm":0.0599004643508729,"parameter_delta_scope":"existing_numeric_trainable_coordinates_only","phase":"expand_after_positive"},"adaptive_phase_counts":{"expand_after_positive":1,"guarded_positive":1,"momentum":1,"selected_head_rate_growth":1},"attempt_reports":[{"acceptance_source":"strict","accepted":true,"adaptive_optimizer":{"actual_learning_rate":0.4375,"autograd_gradient":false,"exact_flat_guard_metrics":false,"inserted_rows_excluded":0,"momentum_applied":true,"momentum_carry_norm":0.005980533738180865,"momentum_coordinate_count":8192,"momentum_fresh_intersection_coordinate_count":8192,"momentum_fresh_intersection_norm":0.028738484296499302,"momentum_fresh_intersection_norm_coverage":0.9595412859626857,"momentum_restart_reason":null,"parameter_delta_coordinate_count":140544,"parameter_delta_norm":0.03572818954322673,"parameter_delta_scope":"existing_numeric_trainable_coordinates_only","phase":"momentum"},"candidate_preparation_stopped_stage":null,"candidate_snapshot_available":true,"cosine_similarity_delta":0.03755220421554051,"cross_entropy_delta":0.0,"cross_entropy_excess_delta":0.0,"effective_learning_rate":0.4375,"evaluated_objective":{"after":{"cross_entropy_excess_loss":1.6508093005719755,"embedding_cosine_gap":0.2700180958930274,"legal_ir:legal_ir_multiview_graph_failure_penalty":0.0,"legal_ir:legal_ir_multiview_proof_failure_ratio":0.0,"legal_ir:legal_ir_multiview_total_loss":0.47356250100685326,"legal_ir:legal_ir_view_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_cross_entropy_loss":1.5890269151739727,"legal_ir:legal_ir_view_family_cosine_gap_loss":0.02572921303422182,"legal_ir:legal_ir_view_family_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_family_cross_entropy_loss":1.5890269151739727,"reconstruction_loss":0.0021380598448327223},"before":{"cross_entropy_excess_loss":1.6508093005719755,"embedding_cosine_gap":0.3075703001085679,"legal_ir:legal_ir_multiview_graph_failure_penalty":0.0,"legal_ir:legal_ir_multiview_proof_failure_ratio":0.0,"legal_ir:legal_ir_multiview_total_loss":0.47356250100685326,"legal_ir:legal_ir_view_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_cross_entropy_loss":1.5890269151739727,"legal_ir:legal_ir_view_family_cosine_gap_loss":0.02572921303422182,"legal_ir:legal_ir_view_family_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_family_cross_entropy_loss":1.5890269151739727,"reconstruction_loss":0.002184804100972576},"selected_metric_names":["cross_entropy_excess_loss","embedding_cosine_gap","legal_ir:legal_ir_multiview_graph_failure_penalty","legal_ir:legal_ir_multiview_proof_failure_ratio","legal_ir:legal_ir_multiview_total_loss","legal_ir:legal_ir_view_cross_entropy_excess_loss","legal_ir:legal_ir_view_cross_entropy_loss","legal_ir:legal_ir_view_family_cosine_gap_loss","legal_ir:legal_ir_view_family_cross_entropy_excess_loss","legal_ir:legal_ir_view_family_cross_entropy_loss","reconstruction_loss"]},"gradient_norms_by_family":{"decompiler":0.008255670302},"gradient_norms_by_head":{"decompiler_plan_embedding_weights":0.008255670302},"hard_example_count":1,"hard_example_fraction":1.0,"head_family_gradient_norms":{"decompiler":0.008255670302},"head_family_update_norms":{"decompiler":0.003611855757},"head_learning_rate_scale":0.5,"holdout_evaluated":true,"legal_ir_view_cross_entropy_delta":0.0,"legal_ir_view_cross_entropy_excess_delta":0.0,"legal_ir_view_family_cosine_gap_delta":0.0,"legal_ir_view_family_cross_entropy_delta":0.0,"legal_ir_view_family_cross_entropy_excess_delta":0.0,"line_search_attempt":1,"line_search_multiplier":2.5,"line_search_refinement":false,"objective_delta":0.056375050579450914,"pareto_regressions":{},"productive_search":{"attempt_budget":2,"duplicate_trials_skipped":0,"flat_warm_start_rate":null,"flat_warm_start_reason":null,"trial_phases":["momentum","expand_after_positive"],"tried_learning_rates":[0.4375,0.875]},"projection_deadband":{"adjusted_pareto_regressions":{},"enabled":false,"enforced_accepted":false,"hard_guardrail_blocked_regressions":{},"hard_guardrail_metrics":["embedding_cosine_similarity","reconstruction_loss","legal_ir:*","hammer_*","source_copy*","source_copy_*","symbolic_validity*"],"max_ce_deadband":0.0,"mode":"off","tolerated_regressions":{},"would_accept":false},"projection_prescreen":{"effective_mode":"off","enabled":false,"mode":"off","selected_for_holdout":true,"top_k":3},"reconstruction_delta":4.6744256139853724e-05,"strict_accepted":true,"trainable_legal_ir_head_norms":{"finite":true,"gradient_norm":0.008255670303,"gradient_norms_by_family":{"decompiler":0.008255670302},"gradient_norms_by_head":{"decompiler_plan_embedding_weights":0.008255670302},"head_family_gradient_norms":{"decompiler":0.008255670302},"head_family_update_norms":{"decompiler":0.003611855757},"learning_rate":0.4375,"nonzero_gradient":true,"nonzero_update":true,"projection_update_backend":"python_sparse_batch","scalar_update_counts_by_head":{"decompiler_plan_embedding_weights":61056},"schema_version":"legal-ir-trainable-objective-head-norms-v1","trainable_head_families":{"decompiler_plan_embedding_weights":"decompiler","decompiler_plan_family_logits":"decompiler","decompiler_plan_legal_ir_view_logits":"decompiler","family_semantic_slot_legal_ir_view_logits":"semantic_slot","feature_legal_ir_view_logits":"compiler_facing_legal_ir_view","legal_ir_view_family_logits":"compiler_facing_legal_ir_view","legal_ir_view_logits":"compiler_facing_legal_ir_view","logic_signature_legal_ir_view_logits":"compiler_facing_legal_ir_view","predicate_argument_legal_ir_view_logits":"compiler_facing_legal_ir_view","proof_auxiliary_head_logits":"proof","round_trip_signal_legal_ir_view_logits":"compiler_facing_legal_ir_view","semantic_slot_legal_ir_view_family_logits":"semantic_slot","semantic_slot_legal_ir_view_logits":"semantic_slot"},"update_norm":0.003611855757,"update_norms_by_family":{"decompiler":0.003611855757},"update_norms_by_head":{"decompiler_plan_embedding_weights":0.003611855757}},"update":"decoded_embedding_structural","update_norms_by_family":{"decompiler":0.003611855757},"update_norms_by_head":{"decompiler_plan_embedding_weights":0.003611855757}},{"acceptance_source":"strict","accepted":true,"adaptive_optimizer":{"actual_learning_rate":0.875,"autograd_gradient":false,"exact_flat_guard_metrics":false,"inserted_rows_excluded":0,"momentum_applied":false,"momentum_carry_norm":0.0,"momentum_coordinate_count":0,"momentum_fresh_intersection_coordinate_count":0,"momentum_fresh_intersection_norm":0.0,"momentum_fresh_intersection_norm_coverage":0.0,"momentum_restart_reason":null,"parameter_delta_coordinate_count":140544,"parameter_delta_norm":0.0599004643508729,"parameter_delta_scope":"existing_numeric_trainable_coordinates_only","phase":"expand_after_positive"},"candidate_preparation_stopped_stage":null,"candidate_snapshot_available":true,"cosine_similarity_delta":0.05779921063334348,"cross_entropy_delta":0.0,"cross_entropy_excess_delta":0.0,"effective_learning_rate":0.875,"evaluated_objective":{"after":{"cross_entropy_excess_loss":1.6508093005719755,"embedding_cosine_gap":0.24977108947522442,"legal_ir:legal_ir_multiview_graph_failure_penalty":0.0,"legal_ir:legal_ir_multiview_proof_failure_ratio":0.0,"legal_ir:legal_ir_multiview_total_loss":0.47356250100685326,"legal_ir:legal_ir_view_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_cross_entropy_loss":1.5890269151739727,"legal_ir:legal_ir_view_family_cosine_gap_loss":0.02572921303422182,"legal_ir:legal_ir_view_family_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_family_cross_entropy_loss":1.5890269151739727,"reconstruction_loss":0.002107522539376942},"before":{"cross_entropy_excess_loss":1.6508093005719755,"embedding_cosine_gap":0.3075703001085679,"legal_ir:legal_ir_multiview_graph_failure_penalty":0.0,"legal_ir:legal_ir_multiview_proof_failure_ratio":0.0,"legal_ir:legal_ir_multiview_total_loss":0.47356250100685326,"legal_ir:legal_ir_view_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_cross_entropy_loss":1.5890269151739727,"legal_ir:legal_ir_view_family_cosine_gap_loss":0.02572921303422182,"legal_ir:legal_ir_view_family_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_family_cross_entropy_loss":1.5890269151739727,"reconstruction_loss":0.002184804100972576},"selected_metric_names":["cross_entropy_excess_loss","embedding_cosine_gap","legal_ir:legal_ir_multiview_graph_failure_penalty","legal_ir:legal_ir_multiview_proof_failure_ratio","legal_ir:legal_ir_multiview_total_loss","legal_ir:legal_ir_view_cross_entropy_excess_loss","legal_ir:legal_ir_view_cross_entropy_loss","legal_ir:legal_ir_view_family_cosine_gap_loss","legal_ir:legal_ir_view_family_cross_entropy_excess_loss","legal_ir:legal_ir_view_family_cross_entropy_loss","reconstruction_loss"]},"gradient_norms_by_family":{"decompiler":0.008255670303},"gradient_norms_by_head":{"decompiler_plan_embedding_weights":0.008255670303},"hard_example_count":1,"hard_example_fraction":1.0,"head_family_gradient_norms":{"decompiler":0.008255670303},"head_family_update_norms":{"decompiler":0.007223711515},"head_learning_rate_scale":0.5,"holdout_evaluated":true,"legal_ir_view_cross_entropy_delta":0.0,"legal_ir_view_cross_entropy_excess_delta":0.0,"legal_ir_view_family_cosine_gap_delta":0.0,"legal_ir_view_family_cross_entropy_delta":0.0,"legal_ir_view_family_cross_entropy_excess_delta":0.0,"line_search_attempt":2,"line_search_multiplier":5.0,"line_search_refinement":false,"objective_delta":0.0867760975116112,"pareto_regressions":{},"productive_search":{"attempt_budget":2,"duplicate_trials_skipped":0,"flat_warm_start_rate":null,"flat_warm_start_reason":null,"trial_phases":["momentum","expand_after_positive"],"tried_learning_rates":[0.4375,0.875]},"projection_deadband":{"adjusted_pareto_regressions":{},"enabled":false,"enforced_accepted":false,"hard_guardrail_blocked_regressions":{},"hard_guardrail_metrics":["embedding_cosine_similarity","reconstruction_loss","legal_ir:*","hammer_*","source_copy*","source_copy_*","symbolic_validity*"],"max_ce_deadband":0.0,"mode":"off","tolerated_regressions":{},"would_accept":false},"projection_prescreen":{"effective_mode":"off","enabled":false,"mode":"off","selected_for_holdout":true,"top_k":3},"reconstruction_delta":7.728156159563394e-05,"strict_accepted":true,"trainable_legal_ir_head_norms":{"finite":true,"gradient_norm":0.008255670303,"gradient_norms_by_family":{"decompiler":0.008255670303},"gradient_norms_by_head":{"decompiler_plan_embedding_weights":0.008255670303},"head_family_gradient_norms":{"decompiler":0.008255670303},"head_family_update_norms":{"decompiler":0.007223711515},"learning_rate":0.875,"nonzero_gradient":true,"nonzero_update":true,"projection_update_backend":"python_sparse_batch","scalar_update_counts_by_head":{"decompiler_plan_embedding_weights":61056},"schema_version":"legal-ir-trainable-objective-head-norms-v1","trainable_head_families":{"decompiler_plan_embedding_weights":"decompiler","decompiler_plan_family_logits":"decompiler","decompiler_plan_legal_ir_view_logits":"decompiler","family_semantic_slot_legal_ir_view_logits":"semantic_slot","feature_legal_ir_view_logits":"compiler_facing_legal_ir_view","legal_ir_view_family_logits":"compiler_facing_legal_ir_view","legal_ir_view_logits":"compiler_facing_legal_ir_view","logic_signature_legal_ir_view_logits":"compiler_facing_legal_ir_view","predicate_argument_legal_ir_view_logits":"compiler_facing_legal_ir_view","proof_auxiliary_head_logits":"proof","round_trip_signal_legal_ir_view_logits":"compiler_facing_legal_ir_view","semantic_slot_legal_ir_view_family_logits":"semantic_slot","semantic_slot_legal_ir_view_logits":"semantic_slot"},"update_norm":0.007223711515,"update_norms_by_family":{"decompiler":0.007223711515},"update_norms_by_head":{"decompiler_plan_embedding_weights":0.007223711515}},"update":"decoded_embedding_structural","update_norms_by_family":{"decompiler":0.007223711515},"update_norms_by_head":{"decompiler_plan_embedding_weights":0.007223711515}}],"candidate_holdout_evaluation_count":2,"candidate_preparation_stopped_stage":null,"candidate_reports":[{"acceptance_source":"strict","accepted":true,"adaptive_optimizer":{"actual_learning_rate":0.875,"autograd_gradient":false,"exact_flat_guard_metrics":false,"inserted_rows_excluded":0,"momentum_applied":false,"momentum_carry_norm":0.0,"momentum_coordinate_count":0,"momentum_fresh_intersection_coordinate_count":0,"momentum_fresh_intersection_norm":0.0,"momentum_fresh_intersection_norm_coverage":0.0,"momentum_restart_reason":null,"parameter_delta_coordinate_count":140544,"parameter_delta_norm":0.0599004643508729,"parameter_delta_scope":"existing_numeric_trainable_coordinates_only","phase":"expand_after_positive"},"attempt_reports":[{"acceptance_source":"strict","accepted":true,"adaptive_optimizer":{"actual_learning_rate":0.4375,"autograd_gradient":false,"exact_flat_guard_metrics":false,"inserted_rows_excluded":0,"momentum_applied":true,"momentum_carry_norm":0.005980533738180865,"momentum_coordinate_count":8192,"momentum_fresh_intersection_coordinate_count":8192,"momentum_fresh_intersection_norm":0.028738484296499302,"momentum_fresh_intersection_norm_coverage":0.9595412859626857,"momentum_restart_reason":null,"parameter_delta_coordinate_count":140544,"parameter_delta_norm":0.03572818954322673,"parameter_delta_scope":"existing_numeric_trainable_coordinates_only","phase":"momentum"},"candidate_preparation_stopped_stage":null,"candidate_snapshot_available":true,"cosine_similarity_delta":0.03755220421554051,"cross_entropy_delta":0.0,"cross_entropy_excess_delta":0.0,"effective_learning_rate":0.4375,"evaluated_objective":{"after":{"cross_entropy_excess_loss":1.6508093005719755,"embedding_cosine_gap":0.2700180958930274,"legal_ir:legal_ir_multiview_graph_failure_penalty":0.0,"legal_ir:legal_ir_multiview_proof_failure_ratio":0.0,"legal_ir:legal_ir_multiview_total_loss":0.47356250100685326,"legal_ir:legal_ir_view_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_cross_entropy_loss":1.5890269151739727,"legal_ir:legal_ir_view_family_cosine_gap_loss":0.02572921303422182,"legal_ir:legal_ir_view_family_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_family_cross_entropy_loss":1.5890269151739727,"reconstruction_loss":0.0021380598448327223},"before":{"cross_entropy_excess_loss":1.6508093005719755,"embedding_cosine_gap":0.3075703001085679,"legal_ir:legal_ir_multiview_graph_failure_penalty":0.0,"legal_ir:legal_ir_multiview_proof_failure_ratio":0.0,"legal_ir:legal_ir_multiview_total_loss":0.47356250100685326,"legal_ir:legal_ir_view_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_cross_entropy_loss":1.5890269151739727,"legal_ir:legal_ir_view_family_cosine_gap_loss":0.02572921303422182,"legal_ir:legal_ir_view_family_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_family_cross_entropy_loss":1.5890269151739727,"reconstruction_loss":0.002184804100972576},"selected_metric_names":["cross_entropy_excess_loss","embedding_cosine_gap","legal_ir:legal_ir_multiview_graph_failure_penalty","legal_ir:legal_ir_multiview_proof_failure_ratio","legal_ir:legal_ir_multiview_total_loss","legal_ir:legal_ir_view_cross_entropy_excess_loss","legal_ir:legal_ir_view_cross_entropy_loss","legal_ir:legal_ir_view_family_cosine_gap_loss","legal_ir:legal_ir_view_family_cross_entropy_excess_loss","legal_ir:legal_ir_view_family_cross_entropy_loss","reconstruction_loss"]},"gradient_norms_by_family":{"decompiler":0.008255670302},"gradient_norms_by_head":{"decompiler_plan_embedding_weights":0.008255670302},"hard_example_count":1,"hard_example_fraction":1.0,"head_family_gradient_norms":{"decompiler":0.008255670302},"head_family_update_norms":{"decompiler":0.003611855757},"head_learning_rate_scale":0.5,"holdout_evaluated":true,"legal_ir_view_cross_entropy_delta":0.0,"legal_ir_view_cross_entropy_excess_delta":0.0,"legal_ir_view_family_cosine_gap_delta":0.0,"legal_ir_view_family_cross_entropy_delta":0.0,"legal_ir_view_family_cross_entropy_excess_delta":0.0,"line_search_attempt":1,"line_search_multiplier":2.5,"line_search_refinement":false,"objective_delta":0.056375050579450914,"pareto_regressions":{},"productive_search":{"attempt_budget":2,"duplicate_trials_skipped":0,"flat_warm_start_rate":null,"flat_warm_start_reason":null,"trial_phases":["momentum","expand_after_positive"],"tried_learning_rates":[0.4375,0.875]},"projection_deadband":{"adjusted_pareto_regressions":{},"enabled":false,"enforced_accepted":false,"hard_guardrail_blocked_regressions":{},"hard_guardrail_metrics":["embedding_cosine_similarity","reconstruction_loss","legal_ir:*","hammer_*","source_copy*","source_copy_*","symbolic_validity*"],"max_ce_deadband":0.0,"mode":"off","tolerated_regressions":{},"would_accept":false},"projection_prescreen":{"effective_mode":"off","enabled":false,"mode":"off","selected_for_holdout":true,"top_k":3},"reconstruction_delta":4.6744256139853724e-05,"strict_accepted":true,"trainable_legal_ir_head_norms":{"finite":true,"gradient_norm":0.008255670303,"gradient_norms_by_family":{"decompiler":0.008255670302},"gradient_norms_by_head":{"decompiler_plan_embedding_weights":0.008255670302},"head_family_gradient_norms":{"decompiler":0.008255670302},"head_family_update_norms":{"decompiler":0.003611855757},"learning_rate":0.4375,"nonzero_gradient":true,"nonzero_update":true,"projection_update_backend":"python_sparse_batch","scalar_update_counts_by_head":{"decompiler_plan_embedding_weights":61056},"schema_version":"legal-ir-trainable-objective-head-norms-v1","trainable_head_families":{"decompiler_plan_embedding_weights":"decompiler","decompiler_plan_family_logits":"decompiler","decompiler_plan_legal_ir_view_logits":"decompiler","family_semantic_slot_legal_ir_view_logits":"semantic_slot","feature_legal_ir_view_logits":"compiler_facing_legal_ir_view","legal_ir_view_family_logits":"compiler_facing_legal_ir_view","legal_ir_view_logits":"compiler_facing_legal_ir_view","logic_signature_legal_ir_view_logits":"compiler_facing_legal_ir_view","predicate_argument_legal_ir_view_logits":"compiler_facing_legal_ir_view","proof_auxiliary_head_logits":"proof","round_trip_signal_legal_ir_view_logits":"compiler_facing_legal_ir_view","semantic_slot_legal_ir_view_family_logits":"semantic_slot","semantic_slot_legal_ir_view_logits":"semantic_slot"},"update_norm":0.003611855757,"update_norms_by_family":{"decompiler":0.003611855757},"update_norms_by_head":{"decompiler_plan_embedding_weights":0.003611855757}},"update":"decoded_embedding_structural","update_norms_by_family":{"decompiler":0.003611855757},"update_norms_by_head":{"decompiler_plan_embedding_weights":0.003611855757}},{"acceptance_source":"strict","accepted":true,"adaptive_optimizer":{"actual_learning_rate":0.875,"autograd_gradient":false,"exact_flat_guard_metrics":false,"inserted_rows_excluded":0,"momentum_applied":false,"momentum_carry_norm":0.0,"momentum_coordinate_count":0,"momentum_fresh_intersection_coordinate_count":0,"momentum_fresh_intersection_norm":0.0,"momentum_fresh_intersection_norm_coverage":0.0,"momentum_restart_reason":null,"parameter_delta_coordinate_count":140544,"parameter_delta_norm":0.0599004643508729,"parameter_delta_scope":"existing_numeric_trainable_coordinates_only","phase":"expand_after_positive"},"candidate_preparation_stopped_stage":null,"candidate_snapshot_available":true,"cosine_similarity_delta":0.05779921063334348,"cross_entropy_delta":0.0,"cross_entropy_excess_delta":0.0,"effective_learning_rate":0.875,"evaluated_objective":{"after":{"cross_entropy_excess_loss":1.6508093005719755,"embedding_cosine_gap":0.24977108947522442,"legal_ir:legal_ir_multiview_graph_failure_penalty":0.0,"legal_ir:legal_ir_multiview_proof_failure_ratio":0.0,"legal_ir:legal_ir_multiview_total_loss":0.47356250100685326,"legal_ir:legal_ir_view_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_cross_entropy_loss":1.5890269151739727,"legal_ir:legal_ir_view_family_cosine_gap_loss":0.02572921303422182,"legal_ir:legal_ir_view_family_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_family_cross_entropy_loss":1.5890269151739727,"reconstruction_loss":0.002107522539376942},"before":{"cross_entropy_excess_loss":1.6508093005719755,"embedding_cosine_gap":0.3075703001085679,"legal_ir:legal_ir_multiview_graph_failure_penalty":0.0,"legal_ir:legal_ir_multiview_proof_failure_ratio":0.0,"legal_ir:legal_ir_multiview_total_loss":0.47356250100685326,"legal_ir:legal_ir_view_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_cross_entropy_loss":1.5890269151739727,"legal_ir:legal_ir_view_family_cosine_gap_loss":0.02572921303422182,"legal_ir:legal_ir_view_family_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_family_cross_entropy_loss":1.5890269151739727,"reconstruction_loss":0.002184804100972576},"selected_metric_names":["cross_entropy_excess_loss","embedding_cosine_gap","legal_ir:legal_ir_multiview_graph_failure_penalty","legal_ir:legal_ir_multiview_proof_failure_ratio","legal_ir:legal_ir_multiview_total_loss","legal_ir:legal_ir_view_cross_entropy_excess_loss","legal_ir:legal_ir_view_cross_entropy_loss","legal_ir:legal_ir_view_family_cosine_gap_loss","legal_ir:legal_ir_view_family_cross_entropy_excess_loss","legal_ir:legal_ir_view_family_cross_entropy_loss","reconstruction_loss"]},"gradient_norms_by_family":{"decompiler":0.008255670303},"gradient_norms_by_head":{"decompiler_plan_embedding_weights":0.008255670303},"hard_example_count":1,"hard_example_fraction":1.0,"head_family_gradient_norms":{"decompiler":0.008255670303},"head_family_update_norms":{"decompiler":0.007223711515},"head_learning_rate_scale":0.5,"holdout_evaluated":true,"legal_ir_view_cross_entropy_delta":0.0,"legal_ir_view_cross_entropy_excess_delta":0.0,"legal_ir_view_family_cosine_gap_delta":0.0,"legal_ir_view_family_cross_entropy_delta":0.0,"legal_ir_view_family_cross_entropy_excess_delta":0.0,"line_search_attempt":2,"line_search_multiplier":5.0,"line_search_refinement":false,"objective_delta":0.0867760975116112,"pareto_regressions":{},"productive_search":{"attempt_budget":2,"duplicate_trials_skipped":0,"flat_warm_start_rate":null,"flat_warm_start_reason":null,"trial_phases":["momentum","expand_after_positive"],"tried_learning_rates":[0.4375,0.875]},"projection_deadband":{"adjusted_pareto_regressions":{},"enabled":false,"enforced_accepted":false,"hard_guardrail_blocked_regressions":{},"hard_guardrail_metrics":["embedding_cosine_similarity","reconstruction_loss","legal_ir:*","hammer_*","source_copy*","source_copy_*","symbolic_validity*"],"max_ce_deadband":0.0,"mode":"off","tolerated_regressions":{},"would_accept":false},"projection_prescreen":{"effective_mode":"off","enabled":false,"mode":"off","selected_for_holdout":true,"top_k":3},"reconstruction_delta":7.728156159563394e-05,"strict_accepted":true,"trainable_legal_ir_head_norms":{"finite":true,"gradient_norm":0.008255670303,"gradient_norms_by_family":{"decompiler":0.008255670303},"gradient_norms_by_head":{"decompiler_plan_embedding_weights":0.008255670303},"head_family_gradient_norms":{"decompiler":0.008255670303},"head_family_update_norms":{"decompiler":0.007223711515},"learning_rate":0.875,"nonzero_gradient":true,"nonzero_update":true,"projection_update_backend":"python_sparse_batch","scalar_update_counts_by_head":{"decompiler_plan_embedding_weights":61056},"schema_version":"legal-ir-trainable-objective-head-norms-v1","trainable_head_families":{"decompiler_plan_embedding_weights":"decompiler","decompiler_plan_family_logits":"decompiler","decompiler_plan_legal_ir_view_logits":"decompiler","family_semantic_slot_legal_ir_view_logits":"semantic_slot","feature_legal_ir_view_logits":"compiler_facing_legal_ir_view","legal_ir_view_family_logits":"compiler_facing_legal_ir_view","legal_ir_view_logits":"compiler_facing_legal_ir_view","logic_signature_legal_ir_view_logits":"compiler_facing_legal_ir_view","predicate_argument_legal_ir_view_logits":"compiler_facing_legal_ir_view","proof_auxiliary_head_logits":"proof","round_trip_signal_legal_ir_view_logits":"compiler_facing_legal_ir_view","semantic_slot_legal_ir_view_family_logits":"semantic_slot","semantic_slot_legal_ir_view_logits":"semantic_slot"},"update_norm":0.007223711515,"update_norms_by_family":{"decompiler":0.007223711515},"update_norms_by_head":{"decompiler_plan_embedding_weights":0.007223711515}},"update":"decoded_embedding_structural","update_norms_by_family":{"decompiler":0.007223711515},"update_norms_by_head":{"decompiler_plan_embedding_weights":0.007223711515}}],"candidate_preparation_stopped_stage":null,"candidate_snapshot_available":true,"cosine_similarity_delta":0.05779921063334348,"cross_entropy_delta":0.0,"cross_entropy_excess_delta":0.0,"effective_learning_rate":0.875,"evaluated_objective":{"after":{"cross_entropy_excess_loss":1.6508093005719755,"embedding_cosine_gap":0.24977108947522442,"legal_ir:legal_ir_multiview_graph_failure_penalty":0.0,"legal_ir:legal_ir_multiview_proof_failure_ratio":0.0,"legal_ir:legal_ir_multiview_total_loss":0.47356250100685326,"legal_ir:legal_ir_view_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_cross_entropy_loss":1.5890269151739727,"legal_ir:legal_ir_view_family_cosine_gap_loss":0.02572921303422182,"legal_ir:legal_ir_view_family_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_family_cross_entropy_loss":1.5890269151739727,"reconstruction_loss":0.002107522539376942},"before":{"cross_entropy_excess_loss":1.6508093005719755,"embedding_cosine_gap":0.3075703001085679,"legal_ir:legal_ir_multiview_graph_failure_penalty":0.0,"legal_ir:legal_ir_multiview_proof_failure_ratio":0.0,"legal_ir:legal_ir_multiview_total_loss":0.47356250100685326,"legal_ir:legal_ir_view_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_cross_entropy_loss":1.5890269151739727,"legal_ir:legal_ir_view_family_cosine_gap_loss":0.02572921303422182,"legal_ir:legal_ir_view_family_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_family_cross_entropy_loss":1.5890269151739727,"reconstruction_loss":0.002184804100972576},"selected_metric_names":["cross_entropy_excess_loss","embedding_cosine_gap","legal_ir:legal_ir_multiview_graph_failure_penalty","legal_ir:legal_ir_multiview_proof_failure_ratio","legal_ir:legal_ir_multiview_total_loss","legal_ir:legal_ir_view_cross_entropy_excess_loss","legal_ir:legal_ir_view_cross_entropy_loss","legal_ir:legal_ir_view_family_cosine_gap_loss","legal_ir:legal_ir_view_family_cross_entropy_excess_loss","legal_ir:legal_ir_view_family_cross_entropy_loss","reconstruction_loss"]},"gradient_norms_by_family":{"decompiler":0.008255670303},"gradient_norms_by_head":{"decompiler_plan_embedding_weights":0.008255670303},"hard_example_count":1,"hard_example_fraction":1.0,"head_family_gradient_norms":{"decompiler":0.008255670303},"head_family_update_norms":{"decompiler":0.007223711515},"head_learning_rate_scale":0.5,"holdout_evaluated":true,"legal_ir_view_cross_entropy_delta":0.0,"legal_ir_view_cross_entropy_excess_delta":0.0,"legal_ir_view_family_cosine_gap_delta":0.0,"legal_ir_view_family_cross_entropy_delta":0.0,"legal_ir_view_family_cross_entropy_excess_delta":0.0,"line_search_attempt":2,"line_search_attempt_count":2,"line_search_multiplier":5.0,"line_search_refinement":false,"line_search_refinement_attempt_count":0,"objective_delta":0.0867760975116112,"pareto_regressions":{},"productive_search":{"attempt_budget":2,"duplicate_trials_skipped":0,"flat_warm_start_rate":null,"flat_warm_start_reason":null,"trial_phases":["momentum","expand_after_positive"],"tried_learning_rates":[0.4375,0.875]},"projection_deadband":{"adjusted_pareto_regressions":{},"enabled":false,"enforced_accepted":false,"hard_guardrail_blocked_regressions":{},"hard_guardrail_metrics":["embedding_cosine_similarity","reconstruction_loss","legal_ir:*","hammer_*","source_copy*","source_copy_*","symbolic_validity*"],"max_ce_deadband":0.0,"mode":"off","tolerated_regressions":{},"would_accept":false},"projection_prescreen":{"effective_mode":"off","enabled":false,"mode":"off","selected_for_holdout":true,"top_k":3},"reconstruction_delta":7.728156159563394e-05,"strict_accepted":true,"trainable_legal_ir_head_norms":{"finite":true,"gradient_norm":0.008255670303,"gradient_norms_by_family":{"decompiler":0.008255670303},"gradient_norms_by_head":{"decompiler_plan_embedding_weights":0.008255670303},"head_family_gradient_norms":{"decompiler":0.008255670303},"head_family_update_norms":{"decompiler":0.007223711515},"learning_rate":0.875,"nonzero_gradient":true,"nonzero_update":true,"projection_update_backend":"python_sparse_batch","scalar_update_counts_by_head":{"decompiler_plan_embedding_weights":61056},"schema_version":"legal-ir-trainable-objective-head-norms-v1","trainable_head_families":{"decompiler_plan_embedding_weights":"decompiler","decompiler_plan_family_logits":"decompiler","decompiler_plan_legal_ir_view_logits":"decompiler","family_semantic_slot_legal_ir_view_logits":"semantic_slot","feature_legal_ir_view_logits":"compiler_facing_legal_ir_view","legal_ir_view_family_logits":"compiler_facing_legal_ir_view","legal_ir_view_logits":"compiler_facing_legal_ir_view","logic_signature_legal_ir_view_logits":"compiler_facing_legal_ir_view","predicate_argument_legal_ir_view_logits":"compiler_facing_legal_ir_view","proof_auxiliary_head_logits":"proof","round_trip_signal_legal_ir_view_logits":"compiler_facing_legal_ir_view","semantic_slot_legal_ir_view_family_logits":"semantic_slot","semantic_slot_legal_ir_view_logits":"semantic_slot"},"update_norm":0.007223711515,"update_norms_by_family":{"decompiler":0.007223711515},"update_norms_by_head":{"decompiler_plan_embedding_weights":0.007223711515}},"update":"decoded_embedding_structural","update_norms_by_family":{"decompiler":0.007223711515},"update_norms_by_head":{"decompiler_plan_embedding_weights":0.007223711515}}],"candidate_snapshot_available":true,"committed_objective_delta":0.0867760975116112,"cosine_similarity_delta":0.05779921063334348,"cross_entropy_delta":0.0,"cross_entropy_excess_delta":0.0,"cumulative_training_elapsed_seconds":13.337500810856,"effective_learning_rate":0.875,"epoch":2,"epoch_elapsed_seconds":4.8613383800257,"evaluated_objective":{"after":{"cross_entropy_excess_loss":1.6508093005719755,"embedding_cosine_gap":0.24977108947522442,"legal_ir:legal_ir_multiview_graph_failure_penalty":0.0,"legal_ir:legal_ir_multiview_proof_failure_ratio":0.0,"legal_ir:legal_ir_multiview_total_loss":0.47356250100685326,"legal_ir:legal_ir_view_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_cross_entropy_loss":1.5890269151739727,"legal_ir:legal_ir_view_family_cosine_gap_loss":0.02572921303422182,"legal_ir:legal_ir_view_family_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_family_cross_entropy_loss":1.5890269151739727,"reconstruction_loss":0.002107522539376942},"before":{"cross_entropy_excess_loss":1.6508093005719755,"embedding_cosine_gap":0.3075703001085679,"legal_ir:legal_ir_multiview_graph_failure_penalty":0.0,"legal_ir:legal_ir_multiview_proof_failure_ratio":0.0,"legal_ir:legal_ir_multiview_total_loss":0.47356250100685326,"legal_ir:legal_ir_view_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_cross_entropy_loss":1.5890269151739727,"legal_ir:legal_ir_view_family_cosine_gap_loss":0.02572921303422182,"legal_ir:legal_ir_view_family_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_family_cross_entropy_loss":1.5890269151739727,"reconstruction_loss":0.002184804100972576},"selected_metric_names":["cross_entropy_excess_loss","embedding_cosine_gap","legal_ir:legal_ir_multiview_graph_failure_penalty","legal_ir:legal_ir_multiview_proof_failure_ratio","legal_ir:legal_ir_multiview_total_loss","legal_ir:legal_ir_view_cross_entropy_excess_loss","legal_ir:legal_ir_view_cross_entropy_loss","legal_ir:legal_ir_view_family_cosine_gap_loss","legal_ir:legal_ir_view_family_cross_entropy_excess_loss","legal_ir:legal_ir_view_family_cross_entropy_loss","reconstruction_loss"]},"gradient_norms_by_family":{"decompiler":0.008255670303},"gradient_norms_by_head":{"decompiler_plan_embedding_weights":0.008255670303},"hard_example_count":1,"hard_example_fraction":1.0,"head_family_gradient_norms":{"decompiler":0.008255670303},"head_family_update_norms":{"decompiler":0.007223711515},"head_learning_rate_scale":0.5,"holdout_evaluated":true,"legal_ir_view_cross_entropy_delta":0.0,"legal_ir_view_cross_entropy_excess_delta":0.0,"legal_ir_view_family_cosine_gap_delta":0.0,"legal_ir_view_family_cross_entropy_delta":0.0,"legal_ir_view_family_cross_entropy_excess_delta":0.0,"line_search_attempt":2,"line_search_attempt_count":2,"line_search_multiplier":5.0,"line_search_refinement":false,"line_search_refinement_attempt_count":0,"momentum_reset_reasons":{"selected_patch_replaces_history":1},"objective_after":2.6964216639749727,"objective_before":2.783197761486584,"objective_delta":0.0867760975116112,"pareto_regressions":{},"productive_flat_seed_advances":{},"productive_search":{"attempt_budget":2,"duplicate_trials_skipped":0,"flat_warm_start_rate":null,"flat_warm_start_reason":null,"trial_phases":["momentum","expand_after_positive"],"tried_learning_rates":[0.4375,0.875]},"projection_deadband":{"adjusted_pareto_regressions":{},"enabled":false,"enforced_accepted":false,"hard_guardrail_blocked_regressions":{},"hard_guardrail_metrics":["embedding_cosine_similarity","reconstruction_loss","legal_ir:*","hammer_*","source_copy*","source_copy_*","symbolic_validity*"],"max_ce_deadband":0.0,"mode":"off","tolerated_regressions":{},"would_accept":false},"projection_prescreen":{"effective_mode":"off","enabled":false,"mode":"off","selected_for_holdout":true,"top_k":3},"reconstruction_delta":7.728156159563394e-05,"selected_update":"decoded_embedding_structural","strict_accepted":true,"trainable_legal_ir_head_norms":{"finite":true,"gradient_norm":0.008255670303,"gradient_norms_by_family":{"decompiler":0.008255670303},"gradient_norms_by_head":{"decompiler_plan_embedding_weights":0.008255670303},"head_family_gradient_norms":{"decompiler":0.008255670303},"head_family_update_norms":{"decompiler":0.007223711515},"learning_rate":0.875,"nonzero_gradient":true,"nonzero_update":true,"projection_update_backend":"python_sparse_batch","scalar_update_counts_by_head":{"decompiler_plan_embedding_weights":61056},"schema_version":"legal-ir-trainable-objective-head-norms-v1","trainable_head_families":{"decompiler_plan_embedding_weights":"decompiler","decompiler_plan_family_logits":"decompiler","decompiler_plan_legal_ir_view_logits":"decompiler","family_semantic_slot_legal_ir_view_logits":"semantic_slot","feature_legal_ir_view_logits":"compiler_facing_legal_ir_view","legal_ir_view_family_logits":"compiler_facing_legal_ir_view","legal_ir_view_logits":"compiler_facing_legal_ir_view","logic_signature_legal_ir_view_logits":"compiler_facing_legal_ir_view","predicate_argument_legal_ir_view_logits":"compiler_facing_legal_ir_view","proof_auxiliary_head_logits":"proof","round_trip_signal_legal_ir_view_logits":"compiler_facing_legal_ir_view","semantic_slot_legal_ir_view_family_logits":"semantic_slot","semantic_slot_legal_ir_view_logits":"semantic_slot"},"update_norm":0.007223711515,"update_norms_by_family":{"decompiler":0.007223711515},"update_norms_by_head":{"decompiler_plan_embedding_weights":0.007223711515}},"update":"decoded_embedding_structural","update_norms_by_family":{"decompiler":0.007223711515},"update_norms_by_head":{"decompiler_plan_embedding_weights":0.007223711515}},{"acceptance_source":"strict","accepted":true,"adaptive_optimizer":{"actual_learning_rate":1.0,"autograd_gradient":false,"exact_flat_guard_metrics":false,"inserted_rows_excluded":0,"momentum_applied":true,"momentum_carry_norm":0.014479464401898115,"momentum_coordinate_count":8192,"momentum_fresh_intersection_coordinate_count":8192,"momentum_fresh_intersection_norm":0.06066777336488819,"momentum_fresh_intersection_norm_coverage":0.9672471349080096,"momentum_restart_reason":null,"parameter_delta_coordinate_count":140544,"parameter_delta_norm":0.07680811347569212,"parameter_delta_scope":"existing_numeric_trainable_coordinates_only","phase":"momentum"},"adaptive_phase_counts":{"clamped_expansion_skipped":1,"guarded_positive":1,"momentum":1,"plain_at_rate_cap":1,"selected_head_rate_growth":1},"attempt_reports":[{"acceptance_source":"strict","accepted":true,"adaptive_optimizer":{"actual_learning_rate":1.0,"autograd_gradient":false,"exact_flat_guard_metrics":false,"inserted_rows_excluded":0,"momentum_applied":true,"momentum_carry_norm":0.014479464401898115,"momentum_coordinate_count":8192,"momentum_fresh_intersection_coordinate_count":8192,"momentum_fresh_intersection_norm":0.06066777336488819,"momentum_fresh_intersection_norm_coverage":0.9672471349080096,"momentum_restart_reason":null,"parameter_delta_coordinate_count":140544,"parameter_delta_norm":0.07680811347569212,"parameter_delta_scope":"existing_numeric_trainable_coordinates_only","phase":"momentum"},"candidate_preparation_stopped_stage":null,"candidate_snapshot_available":true,"cosine_similarity_delta":0.04485376882783909,"cross_entropy_delta":0.0,"cross_entropy_excess_delta":0.0,"effective_learning_rate":1.0,"evaluated_objective":{"after":{"cross_entropy_excess_loss":1.6508093005719755,"embedding_cosine_gap":0.20491732064738533,"legal_ir:legal_ir_multiview_graph_failure_penalty":0.0,"legal_ir:legal_ir_multiview_proof_failure_ratio":0.0,"legal_ir:legal_ir_multiview_total_loss":0.47356250100685326,"legal_ir:legal_ir_view_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_cross_entropy_loss":1.5890269151739727,"legal_ir:legal_ir_view_family_cosine_gap_loss":0.02572921303422182,"legal_ir:legal_ir_view_family_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_family_cross_entropy_loss":1.5890269151739727,"reconstruction_loss":0.002010686986904334},"before":{"cross_entropy_excess_loss":1.6508093005719755,"embedding_cosine_gap":0.24977108947522442,"legal_ir:legal_ir_multiview_graph_failure_penalty":0.0,"legal_ir:legal_ir_multiview_proof_failure_ratio":0.0,"legal_ir:legal_ir_multiview_total_loss":0.47356250100685326,"legal_ir:legal_ir_view_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_cross_entropy_loss":1.5890269151739727,"legal_ir:legal_ir_view_family_cosine_gap_loss":0.02572921303422182,"legal_ir:legal_ir_view_family_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_family_cross_entropy_loss":1.5890269151739727,"reconstruction_loss":0.002107522539376942},"selected_metric_names":["cross_entropy_excess_loss","embedding_cosine_gap","legal_ir:legal_ir_multiview_graph_failure_penalty","legal_ir:legal_ir_multiview_proof_failure_ratio","legal_ir:legal_ir_multiview_total_loss","legal_ir:legal_ir_view_cross_entropy_excess_loss","legal_ir:legal_ir_view_cross_entropy_loss","legal_ir:legal_ir_view_family_cosine_gap_loss","legal_ir:legal_ir_view_family_cross_entropy_excess_loss","legal_ir:legal_ir_view_family_cross_entropy_loss","reconstruction_loss"]},"gradient_norms_by_family":{"decompiler":0.007563987603},"gradient_norms_by_head":{"decompiler_plan_embedding_weights":0.007563987603},"hard_example_count":1,"hard_example_fraction":1.0,"head_family_gradient_norms":{"decompiler":0.007563987603},"head_family_update_norms":{"decompiler":0.007563987603},"head_learning_rate_scale":0.5,"holdout_evaluated":true,"legal_ir_view_cross_entropy_delta":0.0,"legal_ir_view_cross_entropy_excess_delta":0.0,"legal_ir_view_family_cosine_gap_delta":0.0,"legal_ir_view_family_cross_entropy_delta":0.0,"legal_ir_view_family_cross_entropy_excess_delta":0.0,"line_search_attempt":1,"line_search_multiplier":5.714285714285714,"line_search_refinement":false,"objective_delta":0.06737748879423133,"pareto_regressions":{},"productive_search":{"attempt_budget":2,"duplicate_trials_skipped":1,"flat_warm_start_rate":null,"flat_warm_start_reason":null,"trial_phases":["momentum","plain_at_rate_cap"],"tried_learning_rates":[1.0,1.0]},"projection_deadband":{"adjusted_pareto_regressions":{},"enabled":false,"enforced_accepted":false,"hard_guardrail_blocked_regressions":{},"hard_guardrail_metrics":["embedding_cosine_similarity","reconstruction_loss","legal_ir:*","hammer_*","source_copy*","source_copy_*","symbolic_validity*"],"max_ce_deadband":0.0,"mode":"off","tolerated_regressions":{},"would_accept":false},"projection_prescreen":{"effective_mode":"off","enabled":false,"mode":"off","selected_for_holdout":true,"top_k":3},"reconstruction_delta":9.6835552472608e-05,"strict_accepted":true,"trainable_legal_ir_head_norms":{"finite":true,"gradient_norm":0.007563987603,"gradient_norms_by_family":{"decompiler":0.007563987603},"gradient_norms_by_head":{"decompiler_plan_embedding_weights":0.007563987603},"head_family_gradient_norms":{"decompiler":0.007563987603},"head_family_update_norms":{"decompiler":0.007563987603},"learning_rate":1.0,"nonzero_gradient":true,"nonzero_update":true,"projection_update_backend":"python_sparse_batch","scalar_update_counts_by_head":{"decompiler_plan_embedding_weights":61056},"schema_version":"legal-ir-trainable-objective-head-norms-v1","trainable_head_families":{"decompiler_plan_embedding_weights":"decompiler","decompiler_plan_family_logits":"decompiler","decompiler_plan_legal_ir_view_logits":"decompiler","family_semantic_slot_legal_ir_view_logits":"semantic_slot","feature_legal_ir_view_logits":"compiler_facing_legal_ir_view","legal_ir_view_family_logits":"compiler_facing_legal_ir_view","legal_ir_view_logits":"compiler_facing_legal_ir_view","logic_signature_legal_ir_view_logits":"compiler_facing_legal_ir_view","predicate_argument_legal_ir_view_logits":"compiler_facing_legal_ir_view","proof_auxiliary_head_logits":"proof","round_trip_signal_legal_ir_view_logits":"compiler_facing_legal_ir_view","semantic_slot_legal_ir_view_family_logits":"semantic_slot","semantic_slot_legal_ir_view_logits":"semantic_slot"},"update_norm":0.007563987603,"update_norms_by_family":{"decompiler":0.007563987603},"update_norms_by_head":{"decompiler_plan_embedding_weights":0.007563987603}},"update":"decoded_embedding_structural","update_norms_by_family":{"decompiler":0.007563987603},"update_norms_by_head":{"decompiler_plan_embedding_weights":0.007563987603}},{"acceptance_source":"strict","accepted":true,"adaptive_optimizer":{"actual_learning_rate":1.0,"autograd_gradient":false,"exact_flat_guard_metrics":false,"inserted_rows_excluded":0,"momentum_applied":false,"momentum_carry_norm":0.0,"momentum_coordinate_count":0,"momentum_fresh_intersection_coordinate_count":0,"momentum_fresh_intersection_norm":0.0,"momentum_fresh_intersection_norm_coverage":0.0,"momentum_restart_reason":null,"parameter_delta_coordinate_count":140544,"parameter_delta_norm":0.062722101906932,"parameter_delta_scope":"existing_numeric_trainable_coordinates_only","phase":"plain_at_rate_cap"},"candidate_preparation_stopped_stage":null,"candidate_snapshot_available":true,"cosine_similarity_delta":0.038247303686887,"cross_entropy_delta":0.0,"cross_entropy_excess_delta":0.0,"effective_learning_rate":1.0,"evaluated_objective":{"after":{"cross_entropy_excess_loss":1.6508093005719755,"embedding_cosine_gap":0.21152378578833742,"legal_ir:legal_ir_multiview_graph_failure_penalty":0.0,"legal_ir:legal_ir_multiview_proof_failure_ratio":0.0,"legal_ir:legal_ir_multiview_total_loss":0.47356250100685326,"legal_ir:legal_ir_view_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_cross_entropy_loss":1.5890269151739727,"legal_ir:legal_ir_view_family_cosine_gap_loss":0.02572921303422182,"legal_ir:legal_ir_view_family_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_family_cross_entropy_loss":1.5890269151739727,"reconstruction_loss":0.002028259444356584},"before":{"cross_entropy_excess_loss":1.6508093005719755,"embedding_cosine_gap":0.24977108947522442,"legal_ir:legal_ir_multiview_graph_failure_penalty":0.0,"legal_ir:legal_ir_multiview_proof_failure_ratio":0.0,"legal_ir:legal_ir_multiview_total_loss":0.47356250100685326,"legal_ir:legal_ir_view_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_cross_entropy_loss":1.5890269151739727,"legal_ir:legal_ir_view_family_cosine_gap_loss":0.02572921303422182,"legal_ir:legal_ir_view_family_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_family_cross_entropy_loss":1.5890269151739727,"reconstruction_loss":0.002107522539376942},"selected_metric_names":["cross_entropy_excess_loss","embedding_cosine_gap","legal_ir:legal_ir_multiview_graph_failure_penalty","legal_ir:legal_ir_multiview_proof_failure_ratio","legal_ir:legal_ir_multiview_total_loss","legal_ir:legal_ir_view_cross_entropy_excess_loss","legal_ir:legal_ir_view_cross_entropy_loss","legal_ir:legal_ir_view_family_cosine_gap_loss","legal_ir:legal_ir_view_family_cross_entropy_excess_loss","legal_ir:legal_ir_view_family_cross_entropy_loss","reconstruction_loss"]},"gradient_norms_by_family":{"decompiler":0.007563987603},"gradient_norms_by_head":{"decompiler_plan_embedding_weights":0.007563987603},"hard_example_count":1,"hard_example_fraction":1.0,"head_family_gradient_norms":{"decompiler":0.007563987603},"head_family_update_norms":{"decompiler":0.007563987603},"head_learning_rate_scale":0.5,"holdout_evaluated":true,"legal_ir_view_cross_entropy_delta":0.0,"legal_ir_view_cross_entropy_excess_delta":0.0,"legal_ir_view_family_cosine_gap_delta":0.0,"legal_ir_view_family_cross_entropy_delta":0.0,"legal_ir_view_family_cross_entropy_excess_delta":0.0,"line_search_attempt":2,"line_search_multiplier":5.714285714285714,"line_search_refinement":false,"objective_delta":0.057450218625350935,"pareto_regressions":{},"productive_search":{"attempt_budget":2,"duplicate_trials_skipped":1,"flat_warm_start_rate":null,"flat_warm_start_reason":null,"trial_phases":["momentum","plain_at_rate_cap"],"tried_learning_rates":[1.0,1.0]},"projection_deadband":{"adjusted_pareto_regressions":{},"enabled":false,"enforced_accepted":false,"hard_guardrail_blocked_regressions":{},"hard_guardrail_metrics":["embedding_cosine_similarity","reconstruction_loss","legal_ir:*","hammer_*","source_copy*","source_copy_*","symbolic_validity*"],"max_ce_deadband":0.0,"mode":"off","tolerated_regressions":{},"would_accept":false},"projection_prescreen":{"effective_mode":"off","enabled":false,"mode":"off","selected_for_holdout":true,"top_k":3},"reconstruction_delta":7.926309502035832e-05,"strict_accepted":true,"trainable_legal_ir_head_norms":{"finite":true,"gradient_norm":0.007563987603,"gradient_norms_by_family":{"decompiler":0.007563987603},"gradient_norms_by_head":{"decompiler_plan_embedding_weights":0.007563987603},"head_family_gradient_norms":{"decompiler":0.007563987603},"head_family_update_norms":{"decompiler":0.007563987603},"learning_rate":1.0,"nonzero_gradient":true,"nonzero_update":true,"projection_update_backend":"python_sparse_batch","scalar_update_counts_by_head":{"decompiler_plan_embedding_weights":61056},"schema_version":"legal-ir-trainable-objective-head-norms-v1","trainable_head_families":{"decompiler_plan_embedding_weights":"decompiler","decompiler_plan_family_logits":"decompiler","decompiler_plan_legal_ir_view_logits":"decompiler","family_semantic_slot_legal_ir_view_logits":"semantic_slot","feature_legal_ir_view_logits":"compiler_facing_legal_ir_view","legal_ir_view_family_logits":"compiler_facing_legal_ir_view","legal_ir_view_logits":"compiler_facing_legal_ir_view","logic_signature_legal_ir_view_logits":"compiler_facing_legal_ir_view","predicate_argument_legal_ir_view_logits":"compiler_facing_legal_ir_view","proof_auxiliary_head_logits":"proof","round_trip_signal_legal_ir_view_logits":"compiler_facing_legal_ir_view","semantic_slot_legal_ir_view_family_logits":"semantic_slot","semantic_slot_legal_ir_view_logits":"semantic_slot"},"update_norm":0.007563987603,"update_norms_by_family":{"decompiler":0.007563987603},"update_norms_by_head":{"decompiler_plan_embedding_weights":0.007563987603}},"update":"decoded_embedding_structural","update_norms_by_family":{"decompiler":0.007563987603},"update_norms_by_head":{"decompiler_plan_embedding_weights":0.007563987603}}],"candidate_holdout_evaluation_count":2,"candidate_preparation_stopped_stage":null,"candidate_reports":[{"acceptance_source":"strict","accepted":true,"adaptive_optimizer":{"actual_learning_rate":1.0,"autograd_gradient":false,"exact_flat_guard_metrics":false,"inserted_rows_excluded":0,"momentum_applied":true,"momentum_carry_norm":0.014479464401898115,"momentum_coordinate_count":8192,"momentum_fresh_intersection_coordinate_count":8192,"momentum_fresh_intersection_norm":0.06066777336488819,"momentum_fresh_intersection_norm_coverage":0.9672471349080096,"momentum_restart_reason":null,"parameter_delta_coordinate_count":140544,"parameter_delta_norm":0.07680811347569212,"parameter_delta_scope":"existing_numeric_trainable_coordinates_only","phase":"momentum"},"attempt_reports":[{"acceptance_source":"strict","accepted":true,"adaptive_optimizer":{"actual_learning_rate":1.0,"autograd_gradient":false,"exact_flat_guard_metrics":false,"inserted_rows_excluded":0,"momentum_applied":true,"momentum_carry_norm":0.014479464401898115,"momentum_coordinate_count":8192,"momentum_fresh_intersection_coordinate_count":8192,"momentum_fresh_intersection_norm":0.06066777336488819,"momentum_fresh_intersection_norm_coverage":0.9672471349080096,"momentum_restart_reason":null,"parameter_delta_coordinate_count":140544,"parameter_delta_norm":0.07680811347569212,"parameter_delta_scope":"existing_numeric_trainable_coordinates_only","phase":"momentum"},"candidate_preparation_stopped_stage":null,"candidate_snapshot_available":true,"cosine_similarity_delta":0.04485376882783909,"cross_entropy_delta":0.0,"cross_entropy_excess_delta":0.0,"effective_learning_rate":1.0,"evaluated_objective":{"after":{"cross_entropy_excess_loss":1.6508093005719755,"embedding_cosine_gap":0.20491732064738533,"legal_ir:legal_ir_multiview_graph_failure_penalty":0.0,"legal_ir:legal_ir_multiview_proof_failure_ratio":0.0,"legal_ir:legal_ir_multiview_total_loss":0.47356250100685326,"legal_ir:legal_ir_view_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_cross_entropy_loss":1.5890269151739727,"legal_ir:legal_ir_view_family_cosine_gap_loss":0.02572921303422182,"legal_ir:legal_ir_view_family_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_family_cross_entropy_loss":1.5890269151739727,"reconstruction_loss":0.002010686986904334},"before":{"cross_entropy_excess_loss":1.6508093005719755,"embedding_cosine_gap":0.24977108947522442,"legal_ir:legal_ir_multiview_graph_failure_penalty":0.0,"legal_ir:legal_ir_multiview_proof_failure_ratio":0.0,"legal_ir:legal_ir_multiview_total_loss":0.47356250100685326,"legal_ir:legal_ir_view_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_cross_entropy_loss":1.5890269151739727,"legal_ir:legal_ir_view_family_cosine_gap_loss":0.02572921303422182,"legal_ir:legal_ir_view_family_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_family_cross_entropy_loss":1.5890269151739727,"reconstruction_loss":0.002107522539376942},"selected_metric_names":["cross_entropy_excess_loss","embedding_cosine_gap","legal_ir:legal_ir_multiview_graph_failure_penalty","legal_ir:legal_ir_multiview_proof_failure_ratio","legal_ir:legal_ir_multiview_total_loss","legal_ir:legal_ir_view_cross_entropy_excess_loss","legal_ir:legal_ir_view_cross_entropy_loss","legal_ir:legal_ir_view_family_cosine_gap_loss","legal_ir:legal_ir_view_family_cross_entropy_excess_loss","legal_ir:legal_ir_view_family_cross_entropy_loss","reconstruction_loss"]},"gradient_norms_by_family":{"decompiler":0.007563987603},"gradient_norms_by_head":{"decompiler_plan_embedding_weights":0.007563987603},"hard_example_count":1,"hard_example_fraction":1.0,"head_family_gradient_norms":{"decompiler":0.007563987603},"head_family_update_norms":{"decompiler":0.007563987603},"head_learning_rate_scale":0.5,"holdout_evaluated":true,"legal_ir_view_cross_entropy_delta":0.0,"legal_ir_view_cross_entropy_excess_delta":0.0,"legal_ir_view_family_cosine_gap_delta":0.0,"legal_ir_view_family_cross_entropy_delta":0.0,"legal_ir_view_family_cross_entropy_excess_delta":0.0,"line_search_attempt":1,"line_search_multiplier":5.714285714285714,"line_search_refinement":false,"objective_delta":0.06737748879423133,"pareto_regressions":{},"productive_search":{"attempt_budget":2,"duplicate_trials_skipped":1,"flat_warm_start_rate":null,"flat_warm_start_reason":null,"trial_phases":["momentum","plain_at_rate_cap"],"tried_learning_rates":[1.0,1.0]},"projection_deadband":{"adjusted_pareto_regressions":{},"enabled":false,"enforced_accepted":false,"hard_guardrail_blocked_regressions":{},"hard_guardrail_metrics":["embedding_cosine_similarity","reconstruction_loss","legal_ir:*","hammer_*","source_copy*","source_copy_*","symbolic_validity*"],"max_ce_deadband":0.0,"mode":"off","tolerated_regressions":{},"would_accept":false},"projection_prescreen":{"effective_mode":"off","enabled":false,"mode":"off","selected_for_holdout":true,"top_k":3},"reconstruction_delta":9.6835552472608e-05,"strict_accepted":true,"trainable_legal_ir_head_norms":{"finite":true,"gradient_norm":0.007563987603,"gradient_norms_by_family":{"decompiler":0.007563987603},"gradient_norms_by_head":{"decompiler_plan_embedding_weights":0.007563987603},"head_family_gradient_norms":{"decompiler":0.007563987603},"head_family_update_norms":{"decompiler":0.007563987603},"learning_rate":1.0,"nonzero_gradient":true,"nonzero_update":true,"projection_update_backend":"python_sparse_batch","scalar_update_counts_by_head":{"decompiler_plan_embedding_weights":61056},"schema_version":"legal-ir-trainable-objective-head-norms-v1","trainable_head_families":{"decompiler_plan_embedding_weights":"decompiler","decompiler_plan_family_logits":"decompiler","decompiler_plan_legal_ir_view_logits":"decompiler","family_semantic_slot_legal_ir_view_logits":"semantic_slot","feature_legal_ir_view_logits":"compiler_facing_legal_ir_view","legal_ir_view_family_logits":"compiler_facing_legal_ir_view","legal_ir_view_logits":"compiler_facing_legal_ir_view","logic_signature_legal_ir_view_logits":"compiler_facing_legal_ir_view","predicate_argument_legal_ir_view_logits":"compiler_facing_legal_ir_view","proof_auxiliary_head_logits":"proof","round_trip_signal_legal_ir_view_logits":"compiler_facing_legal_ir_view","semantic_slot_legal_ir_view_family_logits":"semantic_slot","semantic_slot_legal_ir_view_logits":"semantic_slot"},"update_norm":0.007563987603,"update_norms_by_family":{"decompiler":0.007563987603},"update_norms_by_head":{"decompiler_plan_embedding_weights":0.007563987603}},"update":"decoded_embedding_structural","update_norms_by_family":{"decompiler":0.007563987603},"update_norms_by_head":{"decompiler_plan_embedding_weights":0.007563987603}},{"acceptance_source":"strict","accepted":true,"adaptive_optimizer":{"actual_learning_rate":1.0,"autograd_gradient":false,"exact_flat_guard_metrics":false,"inserted_rows_excluded":0,"momentum_applied":false,"momentum_carry_norm":0.0,"momentum_coordinate_count":0,"momentum_fresh_intersection_coordinate_count":0,"momentum_fresh_intersection_norm":0.0,"momentum_fresh_intersection_norm_coverage":0.0,"momentum_restart_reason":null,"parameter_delta_coordinate_count":140544,"parameter_delta_norm":0.062722101906932,"parameter_delta_scope":"existing_numeric_trainable_coordinates_only","phase":"plain_at_rate_cap"},"candidate_preparation_stopped_stage":null,"candidate_snapshot_available":true,"cosine_similarity_delta":0.038247303686887,"cross_entropy_delta":0.0,"cross_entropy_excess_delta":0.0,"effective_learning_rate":1.0,"evaluated_objective":{"after":{"cross_entropy_excess_loss":1.6508093005719755,"embedding_cosine_gap":0.21152378578833742,"legal_ir:legal_ir_multiview_graph_failure_penalty":0.0,"legal_ir:legal_ir_multiview_proof_failure_ratio":0.0,"legal_ir:legal_ir_multiview_total_loss":0.47356250100685326,"legal_ir:legal_ir_view_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_cross_entropy_loss":1.5890269151739727,"legal_ir:legal_ir_view_family_cosine_gap_loss":0.02572921303422182,"legal_ir:legal_ir_view_family_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_family_cross_entropy_loss":1.5890269151739727,"reconstruction_loss":0.002028259444356584},"before":{"cross_entropy_excess_loss":1.6508093005719755,"embedding_cosine_gap":0.24977108947522442,"legal_ir:legal_ir_multiview_graph_failure_penalty":0.0,"legal_ir:legal_ir_multiview_proof_failure_ratio":0.0,"legal_ir:legal_ir_multiview_total_loss":0.47356250100685326,"legal_ir:legal_ir_view_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_cross_entropy_loss":1.5890269151739727,"legal_ir:legal_ir_view_family_cosine_gap_loss":0.02572921303422182,"legal_ir:legal_ir_view_family_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_family_cross_entropy_loss":1.5890269151739727,"reconstruction_loss":0.002107522539376942},"selected_metric_names":["cross_entropy_excess_loss","embedding_cosine_gap","legal_ir:legal_ir_multiview_graph_failure_penalty","legal_ir:legal_ir_multiview_proof_failure_ratio","legal_ir:legal_ir_multiview_total_loss","legal_ir:legal_ir_view_cross_entropy_excess_loss","legal_ir:legal_ir_view_cross_entropy_loss","legal_ir:legal_ir_view_family_cosine_gap_loss","legal_ir:legal_ir_view_family_cross_entropy_excess_loss","legal_ir:legal_ir_view_family_cross_entropy_loss","reconstruction_loss"]},"gradient_norms_by_family":{"decompiler":0.007563987603},"gradient_norms_by_head":{"decompiler_plan_embedding_weights":0.007563987603},"hard_example_count":1,"hard_example_fraction":1.0,"head_family_gradient_norms":{"decompiler":0.007563987603},"head_family_update_norms":{"decompiler":0.007563987603},"head_learning_rate_scale":0.5,"holdout_evaluated":true,"legal_ir_view_cross_entropy_delta":0.0,"legal_ir_view_cross_entropy_excess_delta":0.0,"legal_ir_view_family_cosine_gap_delta":0.0,"legal_ir_view_family_cross_entropy_delta":0.0,"legal_ir_view_family_cross_entropy_excess_delta":0.0,"line_search_attempt":2,"line_search_multiplier":5.714285714285714,"line_search_refinement":false,"objective_delta":0.057450218625350935,"pareto_regressions":{},"productive_search":{"attempt_budget":2,"duplicate_trials_skipped":1,"flat_warm_start_rate":null,"flat_warm_start_reason":null,"trial_phases":["momentum","plain_at_rate_cap"],"tried_learning_rates":[1.0,1.0]},"projection_deadband":{"adjusted_pareto_regressions":{},"enabled":false,"enforced_accepted":false,"hard_guardrail_blocked_regressions":{},"hard_guardrail_metrics":["embedding_cosine_similarity","reconstruction_loss","legal_ir:*","hammer_*","source_copy*","source_copy_*","symbolic_validity*"],"max_ce_deadband":0.0,"mode":"off","tolerated_regressions":{},"would_accept":false},"projection_prescreen":{"effective_mode":"off","enabled":false,"mode":"off","selected_for_holdout":true,"top_k":3},"reconstruction_delta":7.926309502035832e-05,"strict_accepted":true,"trainable_legal_ir_head_norms":{"finite":true,"gradient_norm":0.007563987603,"gradient_norms_by_family":{"decompiler":0.007563987603},"gradient_norms_by_head":{"decompiler_plan_embedding_weights":0.007563987603},"head_family_gradient_norms":{"decompiler":0.007563987603},"head_family_update_norms":{"decompiler":0.007563987603},"learning_rate":1.0,"nonzero_gradient":true,"nonzero_update":true,"projection_update_backend":"python_sparse_batch","scalar_update_counts_by_head":{"decompiler_plan_embedding_weights":61056},"schema_version":"legal-ir-trainable-objective-head-norms-v1","trainable_head_families":{"decompiler_plan_embedding_weights":"decompiler","decompiler_plan_family_logits":"decompiler","decompiler_plan_legal_ir_view_logits":"decompiler","family_semantic_slot_legal_ir_view_logits":"semantic_slot","feature_legal_ir_view_logits":"compiler_facing_legal_ir_view","legal_ir_view_family_logits":"compiler_facing_legal_ir_view","legal_ir_view_logits":"compiler_facing_legal_ir_view","logic_signature_legal_ir_view_logits":"compiler_facing_legal_ir_view","predicate_argument_legal_ir_view_logits":"compiler_facing_legal_ir_view","proof_auxiliary_head_logits":"proof","round_trip_signal_legal_ir_view_logits":"compiler_facing_legal_ir_view","semantic_slot_legal_ir_view_family_logits":"semantic_slot","semantic_slot_legal_ir_view_logits":"semantic_slot"},"update_norm":0.007563987603,"update_norms_by_family":{"decompiler":0.007563987603},"update_norms_by_head":{"decompiler_plan_embedding_weights":0.007563987603}},"update":"decoded_embedding_structural","update_norms_by_family":{"decompiler":0.007563987603},"update_norms_by_head":{"decompiler_plan_embedding_weights":0.007563987603}}],"candidate_preparation_stopped_stage":null,"candidate_snapshot_available":true,"cosine_similarity_delta":0.04485376882783909,"cross_entropy_delta":0.0,"cross_entropy_excess_delta":0.0,"effective_learning_rate":1.0,"evaluated_objective":{"after":{"cross_entropy_excess_loss":1.6508093005719755,"embedding_cosine_gap":0.20491732064738533,"legal_ir:legal_ir_multiview_graph_failure_penalty":0.0,"legal_ir:legal_ir_multiview_proof_failure_ratio":0.0,"legal_ir:legal_ir_multiview_total_loss":0.47356250100685326,"legal_ir:legal_ir_view_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_cross_entropy_loss":1.5890269151739727,"legal_ir:legal_ir_view_family_cosine_gap_loss":0.02572921303422182,"legal_ir:legal_ir_view_family_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_family_cross_entropy_loss":1.5890269151739727,"reconstruction_loss":0.002010686986904334},"before":{"cross_entropy_excess_loss":1.6508093005719755,"embedding_cosine_gap":0.24977108947522442,"legal_ir:legal_ir_multiview_graph_failure_penalty":0.0,"legal_ir:legal_ir_multiview_proof_failure_ratio":0.0,"legal_ir:legal_ir_multiview_total_loss":0.47356250100685326,"legal_ir:legal_ir_view_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_cross_entropy_loss":1.5890269151739727,"legal_ir:legal_ir_view_family_cosine_gap_loss":0.02572921303422182,"legal_ir:legal_ir_view_family_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_family_cross_entropy_loss":1.5890269151739727,"reconstruction_loss":0.002107522539376942},"selected_metric_names":["cross_entropy_excess_loss","embedding_cosine_gap","legal_ir:legal_ir_multiview_graph_failure_penalty","legal_ir:legal_ir_multiview_proof_failure_ratio","legal_ir:legal_ir_multiview_total_loss","legal_ir:legal_ir_view_cross_entropy_excess_loss","legal_ir:legal_ir_view_cross_entropy_loss","legal_ir:legal_ir_view_family_cosine_gap_loss","legal_ir:legal_ir_view_family_cross_entropy_excess_loss","legal_ir:legal_ir_view_family_cross_entropy_loss","reconstruction_loss"]},"gradient_norms_by_family":{"decompiler":0.007563987603},"gradient_norms_by_head":{"decompiler_plan_embedding_weights":0.007563987603},"hard_example_count":1,"hard_example_fraction":1.0,"head_family_gradient_norms":{"decompiler":0.007563987603},"head_family_update_norms":{"decompiler":0.007563987603},"head_learning_rate_scale":0.5,"holdout_evaluated":true,"legal_ir_view_cross_entropy_delta":0.0,"legal_ir_view_cross_entropy_excess_delta":0.0,"legal_ir_view_family_cosine_gap_delta":0.0,"legal_ir_view_family_cross_entropy_delta":0.0,"legal_ir_view_family_cross_entropy_excess_delta":0.0,"line_search_attempt":1,"line_search_attempt_count":2,"line_search_multiplier":5.714285714285714,"line_search_refinement":false,"line_search_refinement_attempt_count":0,"objective_delta":0.06737748879423133,"pareto_regressions":{},"productive_search":{"attempt_budget":2,"duplicate_trials_skipped":1,"flat_warm_start_rate":null,"flat_warm_start_reason":null,"trial_phases":["momentum","plain_at_rate_cap"],"tried_learning_rates":[1.0,1.0]},"projection_deadband":{"adjusted_pareto_regressions":{},"enabled":false,"enforced_accepted":false,"hard_guardrail_blocked_regressions":{},"hard_guardrail_metrics":["embedding_cosine_similarity","reconstruction_loss","legal_ir:*","hammer_*","source_copy*","source_copy_*","symbolic_validity*"],"max_ce_deadband":0.0,"mode":"off","tolerated_regressions":{},"would_accept":false},"projection_prescreen":{"effective_mode":"off","enabled":false,"mode":"off","selected_for_holdout":true,"top_k":3},"reconstruction_delta":9.6835552472608e-05,"strict_accepted":true,"trainable_legal_ir_head_norms":{"finite":true,"gradient_norm":0.007563987603,"gradient_norms_by_family":{"decompiler":0.007563987603},"gradient_norms_by_head":{"decompiler_plan_embedding_weights":0.007563987603},"head_family_gradient_norms":{"decompiler":0.007563987603},"head_family_update_norms":{"decompiler":0.007563987603},"learning_rate":1.0,"nonzero_gradient":true,"nonzero_update":true,"projection_update_backend":"python_sparse_batch","scalar_update_counts_by_head":{"decompiler_plan_embedding_weights":61056},"schema_version":"legal-ir-trainable-objective-head-norms-v1","trainable_head_families":{"decompiler_plan_embedding_weights":"decompiler","decompiler_plan_family_logits":"decompiler","decompiler_plan_legal_ir_view_logits":"decompiler","family_semantic_slot_legal_ir_view_logits":"semantic_slot","feature_legal_ir_view_logits":"compiler_facing_legal_ir_view","legal_ir_view_family_logits":"compiler_facing_legal_ir_view","legal_ir_view_logits":"compiler_facing_legal_ir_view","logic_signature_legal_ir_view_logits":"compiler_facing_legal_ir_view","predicate_argument_legal_ir_view_logits":"compiler_facing_legal_ir_view","proof_auxiliary_head_logits":"proof","round_trip_signal_legal_ir_view_logits":"compiler_facing_legal_ir_view","semantic_slot_legal_ir_view_family_logits":"semantic_slot","semantic_slot_legal_ir_view_logits":"semantic_slot"},"update_norm":0.007563987603,"update_norms_by_family":{"decompiler":0.007563987603},"update_norms_by_head":{"decompiler_plan_embedding_weights":0.007563987603}},"update":"decoded_embedding_structural","update_norms_by_family":{"decompiler":0.007563987603},"update_norms_by_head":{"decompiler_plan_embedding_weights":0.007563987603}}],"candidate_snapshot_available":true,"committed_objective_delta":0.06737748879423133,"cosine_similarity_delta":0.04485376882783909,"cross_entropy_delta":0.0,"cross_entropy_excess_delta":0.0,"cumulative_training_elapsed_seconds":18.10044844984077,"effective_learning_rate":1.0,"epoch":3,"epoch_elapsed_seconds":4.762857060879469,"evaluated_objective":{"after":{"cross_entropy_excess_loss":1.6508093005719755,"embedding_cosine_gap":0.20491732064738533,"legal_ir:legal_ir_multiview_graph_failure_penalty":0.0,"legal_ir:legal_ir_multiview_proof_failure_ratio":0.0,"legal_ir:legal_ir_multiview_total_loss":0.47356250100685326,"legal_ir:legal_ir_view_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_cross_entropy_loss":1.5890269151739727,"legal_ir:legal_ir_view_family_cosine_gap_loss":0.02572921303422182,"legal_ir:legal_ir_view_family_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_family_cross_entropy_loss":1.5890269151739727,"reconstruction_loss":0.002010686986904334},"before":{"cross_entropy_excess_loss":1.6508093005719755,"embedding_cosine_gap":0.24977108947522442,"legal_ir:legal_ir_multiview_graph_failure_penalty":0.0,"legal_ir:legal_ir_multiview_proof_failure_ratio":0.0,"legal_ir:legal_ir_multiview_total_loss":0.47356250100685326,"legal_ir:legal_ir_view_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_cross_entropy_loss":1.5890269151739727,"legal_ir:legal_ir_view_family_cosine_gap_loss":0.02572921303422182,"legal_ir:legal_ir_view_family_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_family_cross_entropy_loss":1.5890269151739727,"reconstruction_loss":0.002107522539376942},"selected_metric_names":["cross_entropy_excess_loss","embedding_cosine_gap","legal_ir:legal_ir_multiview_graph_failure_penalty","legal_ir:legal_ir_multiview_proof_failure_ratio","legal_ir:legal_ir_multiview_total_loss","legal_ir:legal_ir_view_cross_entropy_excess_loss","legal_ir:legal_ir_view_cross_entropy_loss","legal_ir:legal_ir_view_family_cosine_gap_loss","legal_ir:legal_ir_view_family_cross_entropy_excess_loss","legal_ir:legal_ir_view_family_cross_entropy_loss","reconstruction_loss"]},"gradient_norms_by_family":{"decompiler":0.007563987603},"gradient_norms_by_head":{"decompiler_plan_embedding_weights":0.007563987603},"hard_example_count":1,"hard_example_fraction":1.0,"head_family_gradient_norms":{"decompiler":0.007563987603},"head_family_update_norms":{"decompiler":0.007563987603},"head_learning_rate_scale":0.5,"holdout_evaluated":true,"legal_ir_view_cross_entropy_delta":0.0,"legal_ir_view_cross_entropy_excess_delta":0.0,"legal_ir_view_family_cosine_gap_delta":0.0,"legal_ir_view_family_cross_entropy_delta":0.0,"legal_ir_view_family_cross_entropy_excess_delta":0.0,"line_search_attempt":1,"line_search_attempt_count":2,"line_search_multiplier":5.714285714285714,"line_search_refinement":false,"line_search_refinement_attempt_count":0,"momentum_reset_reasons":{"selected_patch_replaces_history":1},"objective_after":2.6290441751807414,"objective_before":2.6964216639749727,"objective_delta":0.06737748879423133,"pareto_regressions":{},"productive_flat_seed_advances":{},"productive_search":{"attempt_budget":2,"duplicate_trials_skipped":1,"flat_warm_start_rate":null,"flat_warm_start_reason":null,"trial_phases":["momentum","plain_at_rate_cap"],"tried_learning_rates":[1.0,1.0]},"projection_deadband":{"adjusted_pareto_regressions":{},"enabled":false,"enforced_accepted":false,"hard_guardrail_blocked_regressions":{},"hard_guardrail_metrics":["embedding_cosine_similarity","reconstruction_loss","legal_ir:*","hammer_*","source_copy*","source_copy_*","symbolic_validity*"],"max_ce_deadband":0.0,"mode":"off","tolerated_regressions":{},"would_accept":false},"projection_prescreen":{"effective_mode":"off","enabled":false,"mode":"off","selected_for_holdout":true,"top_k":3},"reconstruction_delta":9.6835552472608e-05,"selected_update":"decoded_embedding_structural","strict_accepted":true,"trainable_legal_ir_head_norms":{"finite":true,"gradient_norm":0.007563987603,"gradient_norms_by_family":{"decompiler":0.007563987603},"gradient_norms_by_head":{"decompiler_plan_embedding_weights":0.007563987603},"head_family_gradient_norms":{"decompiler":0.007563987603},"head_family_update_norms":{"decompiler":0.007563987603},"learning_rate":1.0,"nonzero_gradient":true,"nonzero_update":true,"projection_update_backend":"python_sparse_batch","scalar_update_counts_by_head":{"decompiler_plan_embedding_weights":61056},"schema_version":"legal-ir-trainable-objective-head-norms-v1","trainable_head_families":{"decompiler_plan_embedding_weights":"decompiler","decompiler_plan_family_logits":"decompiler","decompiler_plan_legal_ir_view_logits":"decompiler","family_semantic_slot_legal_ir_view_logits":"semantic_slot","feature_legal_ir_view_logits":"compiler_facing_legal_ir_view","legal_ir_view_family_logits":"compiler_facing_legal_ir_view","legal_ir_view_logits":"compiler_facing_legal_ir_view","logic_signature_legal_ir_view_logits":"compiler_facing_legal_ir_view","predicate_argument_legal_ir_view_logits":"compiler_facing_legal_ir_view","proof_auxiliary_head_logits":"proof","round_trip_signal_legal_ir_view_logits":"compiler_facing_legal_ir_view","semantic_slot_legal_ir_view_family_logits":"semantic_slot","semantic_slot_legal_ir_view_logits":"semantic_slot"},"update_norm":0.007563987603,"update_norms_by_family":{"decompiler":0.007563987603},"update_norms_by_head":{"decompiler_plan_embedding_weights":0.007563987603}},"update":"decoded_embedding_structural","update_norms_by_family":{"decompiler":0.007563987603},"update_norms_by_head":{"decompiler_plan_embedding_weights":0.007563987603}}],"evaluated_objective":{"after":{"cross_entropy_excess_loss":1.6508093005719755,"embedding_cosine_gap":0.20491732064738533,"legal_ir:legal_ir_multiview_graph_failure_penalty":0.0,"legal_ir:legal_ir_multiview_proof_failure_ratio":0.0,"legal_ir:legal_ir_multiview_total_loss":0.47356250100685326,"legal_ir:legal_ir_view_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_cross_entropy_loss":1.5890269151739727,"legal_ir:legal_ir_view_family_cosine_gap_loss":0.02572921303422182,"legal_ir:legal_ir_view_family_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_family_cross_entropy_loss":1.5890269151739727,"reconstruction_loss":0.002010686986904334},"before":{"cross_entropy_excess_loss":1.6508093005719755,"embedding_cosine_gap":0.33939856835761795,"legal_ir:legal_ir_multiview_graph_failure_penalty":0.0,"legal_ir:legal_ir_multiview_proof_failure_ratio":0.0,"legal_ir:legal_ir_multiview_total_loss":0.47356250100685326,"legal_ir:legal_ir_view_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_cross_entropy_loss":1.5890269151739727,"legal_ir:legal_ir_view_family_cosine_gap_loss":0.02572921303422182,"legal_ir:legal_ir_view_family_cross_entropy_excess_loss":0.02773248468024514,"legal_ir:legal_ir_view_family_cross_entropy_loss":1.5890269151739727,"reconstruction_loss":0.0022176132200311624},"selected_metric_names":["cross_entropy_excess_loss","embedding_cosine_gap","legal_ir:legal_ir_multiview_graph_failure_penalty","legal_ir:legal_ir_multiview_proof_failure_ratio","legal_ir:legal_ir_multiview_total_loss","legal_ir:legal_ir_view_cross_entropy_excess_loss","legal_ir:legal_ir_view_cross_entropy_loss","legal_ir:legal_ir_view_family_cosine_gap_loss","legal_ir:legal_ir_view_family_cross_entropy_excess_loss","legal_ir:legal_ir_view_family_cross_entropy_loss","reconstruction_loss"]},"formalization_qualification":false,"legal_ir_bridge_max_sample_text_chars":null,"legal_ir_bridge_max_samples":null,"line_search_attempt_policy":"explicit","objective_weights":{"cosine_gap":1.5,"cross_entropy":1.0,"legal_ir":1.0,"reconstruction":1.0},"optimizer_history_persisted":false,"precomputed_holdout_evaluation_reused":false,"precomputed_training_evaluation_reused":false,"projection_composed_refinement":{"acceptance_policy":"strict_validation_gain_preserved_and_training_reconstruction_improved","enabled":false,"max_attempts_per_epoch":0,"validation_gradients_used":false},"projection_cuda_residency":{"enabled":false,"reports":[],"schema_version":"modal-autoencoder-cuda-residency-v2"},"projection_deadband":{"hard_guardrail_metrics":["embedding_cosine_similarity","reconstruction_loss","legal_ir:*","hammer_*","source_copy*","source_copy_*","symbolic_validity*"],"max_ce_deadband":0.0,"mode":"off"},"projection_momentum":0.25,"projection_optimizer":{"flat_warm_start_policy":"largest_measured_rate_when_all_completed_plain_trials_exact_finite_flat","global_minimum_claimed":false,"learning_rates":{"combined":0.12249999999999998,"decoded_embedding":0.175,"decoded_embedding_structural":1.0,"family_logits":0.35,"legal_ir_view_global_logits":0.175,"legal_ir_view_logits":0.175},"momentum_direction":"selected_committed_parameter_delta","momentum_history_components":{"compiler_quality_embedding_weights":2595,"decompiler_plan_embedding_weights":181,"family_embedding_weights":992,"logic_signature_embedding_weights":1386,"predicate_argument_embedding_weights":901,"round_trip_signal_embedding_weights":2137},"momentum_history_coordinate_count":8192,"momentum_history_coordinate_limit":8192,"momentum_history_eligible_coordinate_count":140544,"momentum_history_eligible_parameter_delta_norm":0.07680811347569212,"momentum_history_parameter_delta_norm_coverage":0.9782953332062541,"momentum_history_retained_parameter_delta_norm":0.075141018965646,"momentum_history_selection":"largest_absolute_accepted_parameter_delta_stable_coordinate_ties","momentum_history_truncation_count":3,"momentum_reset_reasons":{"selected_patch_replaces_history":2},"next_epoch_growth_scope":"selected_committed_head_only","phase_counts":{"clamped_expansion_skipped":1,"expand_after_positive":2,"guarded_positive":3,"momentum":2,"plain_at_rate_cap":1,"selected_head_rate_growth":3,"warm_start":1},"rate_expansion_factor":2.0,"unselected_positive_warm_start":"best_measured_rate","validation_gradients_used":false},"projection_optimizer_mode":"productive_adaptive","projection_optimizer_scope":"job_local_reset_per_training_call","projection_prescreen":{"effective_mode":"off","holdout_evaluation_limit":null,"mode":"off","periodic_full_search":false,"periodic_full_search_every_n_cycles":0,"projection_cycle":null,"top_k":3},"projection_prescreen_summary":{"attempted_count":6,"best_prescreen_attempt":{},"enabled_attempt_count":0,"evaluated_holdout_count":0,"positive_delta_count":0,"selected_for_holdout_count":0,"unselected_for_holdout_count":0},"projection_profile":{"by_cost_family":{"feature_head":{"count":6.0,"max_seconds":0.16879839706234634,"p50_seconds":0.15533445752225816,"p95_seconds":0.1672383135301061,"seconds":0.9389196173287928},"host_device_transfer":{"count":0.0,"max_seconds":0.0,"p50_seconds":0.0,"p95_seconds":0.0,"seconds":0},"kernel":{"count":0.0,"max_seconds":0.0,"p50_seconds":0.0,"p95_seconds":0.0,"seconds":0},"optimizer":{"count":6.0,"max_seconds":0.16881926194764674,"p50_seconds":0.155353881418705,"p95_seconds":0.16725882224272937,"seconds":0.9390390738844872},"python_loop":{"count":11.0,"max_seconds":2.1419098910409957,"p50_seconds":1.478397052967921,"p95_seconds":2.090614186017774,"seconds":13.05400254484266},"synchronization":{"count":0.0,"max_seconds":0.0,"p50_seconds":0.0,"p95_seconds":0.0,"seconds":0}},"by_feature_head":{"decoded_embedding_structural":{"count":12.0,"max_seconds":0.16881926194764674,"p50_seconds":0.1553443295415491,"p95_seconds":0.1688077862607315,"seconds":1.87795869121328}},"by_legal_family":{"aggregate":{"count":17.0,"max_seconds":2.1419098910409957,"p50_seconds":0.16881926194764674,"p95_seconds":2.0598367630038408,"seconds":13.993041618727148},"frame":{"count":6.0,"max_seconds":0.16879839706234634,"p50_seconds":0.15533445752225816,"p95_seconds":0.1672383135301061,"seconds":0.9389196173287928}},"by_stage":{"before_holdout_evaluation":{"count":1.0,"max_seconds":2.0393184809945524,"p50_seconds":2.0393184809945524,"p95_seconds":2.0393184809945524,"seconds":2.0393184809945524},"hard_example_selection":{"count":3.0,"max_seconds":5.583977326750755e-06,"p50_seconds":4.400033503770828e-06,"p95_seconds":5.465582944452763e-06,"seconds":1.2687873095273972e-05},"line_search_evaluation":{"count":6.0,"max_seconds":1.5079189559910446,"p50_seconds":1.4800679985200986,"p95_seconds":1.5022342937299982,"seconds":8.872761484934017},"projection_update_batch":{"count":6.0,"max_seconds":0.16881926194764674,"p50_seconds":0.155353881418705,"p95_seconds":0.16725882224272937,"seconds":0.9390390738844872},"projection_update_head":{"count":6.0,"max_seconds":0.16879839706234634,"p50_seconds":0.15533445752225816,"p95_seconds":0.1672383135301061,"seconds":0.9389196173287928},"training_cache_prime":{"count":1.0,"max_seconds":2.1419098910409957,"p50_seconds":2.1419098910409957,"p95_seconds":2.1419098910409957,"seconds":2.1419098910409957}},"cost_families":["host_device_transfer","kernel","synchronization","python_loop","optimizer","feature_head"],"counters":{"projection_update_batch_count":6,"projection_update_head_count":6,"projection_update_sample_count":6},"event_count":23,"events":[{"cost_family":"python_loop","feature_head":"","legal_family":"aggregate","metadata":{"evaluation_profile":{"model_metrics_seconds":0.22817120095714927,"ontology_capture_seconds":1.553274397039786,"sample_count":2,"schema_version":"autoencoder-evaluation-profile/v1","scope":"wall_time_observation_not_an_objective_or_admission","target_observation":{"bridge_module_preloaded_at_start":true,"bridge_names":["modal_frame_logic","deontic_norms","fol_tdfol","cec_dcec","external_prover_router"],"cache_observation_scope":"this_evaluation_not_proof_of_process_coldness","disk_cache_enabled":false,"disk_cache_hit_count":0,"evaluate_provers":false,"generated_target_count":0,"memory_cache_hit_count":0,"native_evaluation_attempt_count":0,"native_evaluation_seconds_sum":0.0,"parallel_workers_requested":1,"parallel_workers_used":0,"process_target_cache_empty_at_start":true,"process_target_cache_entries_at_start":0,"representation_counts":{"cached_summary":0,"native":2,"other":0,"prepared_native":0},"structural_target_seconds":0.013272569049149752,"supplied_target_count":2,"target_cache_miss_count":0,"target_count":2,"target_items_seconds":3.214413300156593e-05,"target_reduction_seconds":0.2443845181260258,"timeout_fallback_count":0,"training_target_seconds_sum":0.0},"target_payload_seconds":0.2577668488956988,"total_seconds":2.039214479038492},"sample_count":2},"seconds":2.039318480995,"stage":"before_holdout_evaluation"},{"cost_family":"python_loop","feature_head":"","legal_family":"aggregate","metadata":{"evaluation_profile":{"model_metrics_seconds":0.3065351080149412,"ontology_capture_seconds":1.495727684814483,"sample_count":1,"schema_version":"autoencoder-evaluation-profile/v1","scope":"wall_time_observation_not_an_objective_or_admission","target_observation":{"bridge_module_preloaded_at_start":true,"bridge_names":["modal_frame_logic","deontic_norms","fol_tdfol","cec_dcec","external_prover_router"],"cache_observation_scope":"this_evaluation_not_proof_of_process_coldness","disk_cache_enabled":false,"disk_cache_hit_count":0,"evaluate_provers":false,"generated_target_count":0,"memory_cache_hit_count":0,"native_evaluation_attempt_count":0,"native_evaluation_seconds_sum":0.0,"parallel_workers_requested":1,"parallel_workers_used":0,"process_target_cache_empty_at_start":true,"process_target_cache_entries_at_start":0,"representation_counts":{"cached_summary":0,"native":1,"other":0,"prepared_native":0},"structural_target_seconds":0.02750848000869155,"supplied_target_count":1,"target_cache_miss_count":0,"target_count":1,"target_items_seconds":2.7695903554558754e-05,"target_reduction_seconds":0.3119277488440275,"timeout_fallback_count":0,"training_target_seconds_sum":0.0},"target_payload_seconds":0.3395310000050813,"total_seconds":2.1417956810910255},"sample_count":1},"seconds":2.141909891041,"stage":"training_cache_prime"},{"cost_family":"python_loop","feature_head":"","legal_family":"aggregate","metadata":{"sample_count":1},"seconds":2.703862e-06,"stage":"hard_example_selection"},{"cost_family":"feature_head","feature_head":"decoded_embedding_structural","legal_family":"frame","metadata":{},"seconds":0.142897717189,"stage":"projection_update_head"},{"cost_family":"optimizer","feature_head":"decoded_embedding_structural","legal_family":"aggregate","metadata":{"learning_rate":0.175,"sample_count":1,"update_backend":"python_sparse_batch","update_targets":["decoded_embedding_structural"]},"seconds":0.142916372977,"stage":"projection_update_batch"},{"cost_family":"python_loop","feature_head":"","legal_family":"aggregate","metadata":{"evaluation_profile":{"model_metrics_seconds":0.11038627987727523,"ontology_capture_seconds":1.1137529220432043,"sample_count":2,"schema_version":"autoencoder-evaluation-profile/v1","scope":"wall_time_observation_not_an_objective_or_admission","target_observation":{"bridge_module_preloaded_at_start":true,"bridge_names":["modal_frame_logic","deontic_norms","fol_tdfol","cec_dcec","external_prover_router"],"cache_observation_scope":"this_evaluation_not_proof_of_process_coldness","disk_cache_enabled":false,"disk_cache_hit_count":0,"evaluate_provers":false,"generated_target_count":0,"memory_cache_hit_count":0,"native_evaluation_attempt_count":0,"native_evaluation_seconds_sum":0.0,"parallel_workers_requested":1,"parallel_workers_used":0,"process_target_cache_empty_at_start":true,"process_target_cache_entries_at_start":0,"representation_counts":{"cached_summary":0,"native":2,"other":0,"prepared_native":0},"structural_target_seconds":0.010379388928413391,"supplied_target_count":2,"target_cache_miss_count":0,"target_count":2,"target_items_seconds":3.0064024031162262e-05,"target_reduction_seconds":0.2436777069233358,"timeout_fallback_count":0,"training_target_seconds_sum":0.0},"target_payload_seconds":0.254153962014243,"total_seconds":1.4782952598761767},"sample_count":2},"seconds":1.478397052968,"stage":"line_search_evaluation"},{"cost_family":"feature_head","feature_head":"decoded_embedding_structural","legal_family":"frame","metadata":{},"seconds":0.1539965251,"stage":"projection_update_head"},{"cost_family":"optimizer","feature_head":"decoded_embedding_structural","legal_family":"aggregate","metadata":{"learning_rate":0.35,"sample_count":1,"update_backend":"python_sparse_batch","update_targets":["decoded_embedding_structural"]},"seconds":0.154018172994,"stage":"projection_update_batch"},{"cost_family":"python_loop","feature_head":"","legal_family":"aggregate","metadata":{"evaluation_profile":{"model_metrics_seconds":0.11297825607471168,"ontology_capture_seconds":1.1096268421970308,"sample_count":2,"schema_version":"autoencoder-evaluation-profile/v1","scope":"wall_time_observation_not_an_objective_or_admission","target_observation":{"bridge_module_preloaded_at_start":true,"bridge_names":["modal_frame_logic","deontic_norms","fol_tdfol","cec_dcec","external_prover_router"],"cache_observation_scope":"this_evaluation_not_proof_of_process_coldness","disk_cache_enabled":false,"disk_cache_hit_count":0,"evaluate_provers":false,"generated_target_count":0,"memory_cache_hit_count":0,"native_evaluation_attempt_count":0,"native_evaluation_seconds_sum":0.0,"parallel_workers_requested":1,"parallel_workers_used":0,"process_target_cache_empty_at_start":true,"process_target_cache_entries_at_start":0,"representation_counts":{"cached_summary":0,"native":2,"other":0,"prepared_native":0},"structural_target_seconds":0.009244892047718167,"supplied_target_count":2,"target_cache_miss_count":0,"target_count":2,"target_items_seconds":3.1967880204319954e-05,"target_reduction_seconds":0.24968567094765604,"timeout_fallback_count":0,"training_target_seconds_sum":0.0},"target_payload_seconds":0.259030404035002,"total_seconds":1.4816372781060636},"sample_count":2},"seconds":1.481738944072,"stage":"line_search_evaluation"},{"cost_family":"python_loop","feature_head":"","legal_family":"aggregate","metadata":{"sample_count":1},"seconds":5.583977e-06,"stage":"hard_example_selection"},{"cost_family":"feature_head","feature_head":"decoded_embedding_structural","legal_family":"frame","metadata":{},"seconds":0.168798397062,"stage":"projection_update_head"},{"cost_family":"optimizer","feature_head":"decoded_embedding_structural","legal_family":"aggregate","metadata":{"learning_rate":0.4375,"sample_count":1,"update_backend":"python_sparse_batch","update_targets":["decoded_embedding_structural"]},"seconds":0.168819261948,"stage":"projection_update_batch"},{"cost_family":"python_loop","feature_head":"","legal_family":"aggregate","metadata":{"evaluation_profile":{"model_metrics_seconds":0.12220604298636317,"ontology_capture_seconds":1.1207587709650397,"sample_count":2,"schema_version":"autoencoder-evaluation-profile/v1","scope":"wall_time_observation_not_an_objective_or_admission","target_observation":{"bridge_module_preloaded_at_start":true,"bridge_names":["modal_frame_logic","deontic_norms","fol_tdfol","cec_dcec","external_prover_router"],"cache_observation_scope":"this_evaluation_not_proof_of_process_coldness","disk_cache_enabled":false,"disk_cache_hit_count":0,"evaluate_provers":false,"generated_target_count":0,"memory_cache_hit_count":0,"native_evaluation_attempt_count":0,"native_evaluation_seconds_sum":0.0,"parallel_workers_requested":1,"parallel_workers_used":0,"process_target_cache_empty_at_start":true,"process_target_cache_entries_at_start":0,"representation_counts":{"cached_summary":0,"native":2,"other":0,"prepared_native":0},"structural_target_seconds":0.01226791413500905,"supplied_target_count":2,"target_cache_miss_count":0,"target_count":2,"target_items_seconds":3.10409814119339e-05,"target_reduction_seconds":0.25246374402195215,"timeout_fallback_count":0,"training_target_seconds_sum":0.0},"target_payload_seconds":0.26483079604804516,"total_seconds":1.5077979459892958},"sample_count":2},"seconds":1.507918955991,"stage":"line_search_evaluation"},{"cost_family":"feature_head","feature_head":"decoded_embedding_structural","legal_family":"frame","metadata":{},"seconds":0.162558062933,"stage":"projection_update_head"},{"cost_family":"optimizer","feature_head":"decoded_embedding_structural","legal_family":"aggregate","metadata":{"learning_rate":0.875,"sample_count":1,"update_backend":"python_sparse_batch","update_targets":["decoded_embedding_structural"]},"seconds":0.162577503128,"stage":"projection_update_batch"},{"cost_family":"python_loop","feature_head":"","legal_family":"aggregate","metadata":{"evaluation_profile":{"model_metrics_seconds":0.11023696605116129,"ontology_capture_seconds":1.1116442480124533,"sample_count":2,"schema_version":"autoencoder-evaluation-profile/v1","scope":"wall_time_observation_not_an_objective_or_admission","target_observation":{"bridge_module_preloaded_at_start":true,"bridge_names":["modal_frame_logic","deontic_norms","fol_tdfol","cec_dcec","external_prover_router"],"cache_observation_scope":"this_evaluation_not_proof_of_process_coldness","disk_cache_enabled":false,"disk_cache_hit_count":0,"evaluate_provers":false,"generated_target_count":0,"memory_cache_hit_count":0,"native_evaluation_attempt_count":0,"native_evaluation_seconds_sum":0.0,"parallel_workers_requested":1,"parallel_workers_used":0,"process_target_cache_empty_at_start":true,"process_target_cache_entries_at_start":0,"representation_counts":{"cached_summary":0,"native":2,"other":0,"prepared_native":0},"structural_target_seconds":0.011616160161793232,"supplied_target_count":2,"target_cache_miss_count":0,"target_count":2,"target_items_seconds":3.057601861655712e-05,"target_reduction_seconds":0.2514633140526712,"timeout_fallback_count":0,"training_target_seconds_sum":0.0},"target_payload_seconds":0.2631779059302062,"total_seconds":1.485061040846631},"sample_count":2},"seconds":1.485180306947,"stage":"line_search_evaluation"},{"cost_family":"python_loop","feature_head":"","legal_family":"aggregate","metadata":{"sample_count":1},"seconds":4.400034e-06,"stage":"hard_example_selection"},{"cost_family":"feature_head","feature_head":"decoded_embedding_structural","legal_family":"frame","metadata":{},"seconds":0.155410227133,"stage":"projection_update_head"},{"cost_family":"optimizer","feature_head":"decoded_embedding_structural","legal_family":"aggregate","metadata":{"learning_rate":1.0,"sample_count":1,"update_backend":"python_sparse_batch","update_targets":["decoded_embedding_structural"]},"seconds":0.155429330887,"stage":"projection_update_batch"},{"cost_family":"python_loop","feature_head":"","legal_family":"aggregate","metadata":{"evaluation_profile":{"model_metrics_seconds":0.10998272197321057,"ontology_capture_seconds":1.090829195920378,"sample_count":2,"schema_version":"autoencoder-evaluation-profile/v1","scope":"wall_time_observation_not_an_objective_or_admission","target_observation":{"bridge_module_preloaded_at_start":true,"bridge_names":["modal_frame_logic","deontic_norms","fol_tdfol","cec_dcec","external_prover_router"],"cache_observation_scope":"this_evaluation_not_proof_of_process_coldness","disk_cache_enabled":false,"disk_cache_hit_count":0,"evaluate_provers":false,"generated_target_count":0,"memory_cache_hit_count":0,"native_evaluation_attempt_count":0,"native_evaluation_seconds_sum":0.0,"parallel_workers_requested":1,"parallel_workers_used":0,"process_target_cache_empty_at_start":true,"process_target_cache_entries_at_start":0,"representation_counts":{"cached_summary":0,"native":2,"other":0,"prepared_native":0},"structural_target_seconds":0.012197176925837994,"supplied_target_count":2,"target_cache_miss_count":0,"target_count":2,"target_items_seconds":3.1535979360342026e-05,"target_reduction_seconds":0.24704918288625777,"timeout_fallback_count":0,"training_target_seconds_sum":0.0},"target_payload_seconds":0.259344135876745,"total_seconds":1.460158069850877},"sample_count":2},"seconds":1.460277528968,"stage":"line_search_evaluation"},{"cost_family":"feature_head","feature_head":"decoded_embedding_structural","legal_family":"frame","metadata":{},"seconds":0.155258687912,"stage":"projection_update_head"},{"cost_family":"optimizer","feature_head":"decoded_embedding_structural","legal_family":"aggregate","metadata":{"learning_rate":1.0,"sample_count":1,"update_backend":"python_sparse_batch","update_targets":["decoded_embedding_structural"]},"seconds":0.15527843195,"stage":"projection_update_batch"},{"cost_family":"python_loop","feature_head":"","legal_family":"aggregate","metadata":{"evaluation_profile":{"model_metrics_seconds":0.10765435011126101,"ontology_capture_seconds":1.0932253289502114,"sample_count":2,"schema_version":"autoencoder-evaluation-profile/v1","scope":"wall_time_observation_not_an_objective_or_admission","target_observation":{"bridge_module_preloaded_at_start":true,"bridge_names":["modal_frame_logic","deontic_norms","fol_tdfol","cec_dcec","external_prover_router"],"cache_observation_scope":"this_evaluation_not_proof_of_process_coldness","disk_cache_enabled":false,"disk_cache_hit_count":0,"evaluate_provers":false,"generated_target_count":0,"memory_cache_hit_count":0,"native_evaluation_attempt_count":0,"native_evaluation_seconds_sum":0.0,"parallel_workers_requested":1,"parallel_workers_used":0,"process_target_cache_empty_at_start":true,"process_target_cache_entries_at_start":0,"representation_counts":{"cached_summary":0,"native":2,"other":0,"prepared_native":0},"structural_target_seconds":0.011373467976227403,"supplied_target_count":2,"target_cache_miss_count":0,"target_count":2,"target_items_seconds":3.1311996281147e-05,"target_reduction_seconds":0.24677800992503762,"timeout_fallback_count":0,"training_target_seconds_sum":0.0},"target_payload_seconds":0.25824637594632804,"total_seconds":1.4591280710883439},"sample_count":2},"seconds":1.459248695988,"stage":"line_search_evaluation"}],"schema_version":"legal-ir-projection-profile-v1","total_seconds":14.931961236056,"warm_p95_projection_seconds":0.334497135773},"projection_profile_enabled":true,"projection_reconstruction_objective":"raw_decoder","projection_update_backend":"python_sparse_batch","projection_update_families":{"candidate_update_family_count":1,"family_cap_policy":"take_prefix_after_explicit_order_selection","max_update_families":5,"requested_candidate_update_order":["decoded_embedding_structural"]},"reconstruction_objective_scope":"input_embedding_conditioned_residual_features","rejection_summary":{"accepted_attempt_count":6,"attempted_count":6,"best_rejected_attempt":{},"pareto_regression_counts":{},"projection_deadband":{"best_would_accept_attempt":{},"enforced_accept_count":0,"hard_guardrail_blocked_counts":{},"shadow_would_accept_count":0,"strict_accepted_attempt_count":6,"tolerated_regression_counts":{},"would_accept_count":0},"refinement_attempt_count":0,"rejected_attempt_count":0},"sample_memory_used":false,"state_entry_count":430,"stopped_reason":null,"validation_sample_count":2},"training_seconds":18.110529002035037,"tree_file_sha256":{"autoencoder":"af33421f46977e1f2bbd4cead4d315954efac5d5827bb44b039107045e8f724b","compiler":"9980c3699a2407d360e8a2feedab575a4d4f5b3462ddf0ed761143f22ef61ea5","decompiler":"26b4e2e2d5d55b41ebae245b7d236bf1612c020a1d469df8bd747f83e982dfdc","parser":"71daafa62c800a10db3ea7ddc948997b2a119012e9444d5007bdbd3b67487822","samples":"e46d794d38971343d8f3aed68fb224e5b44292cf9f4b8c973dedc20db5651b87","worker":"bde3bd327df59f2e7557eac8aa2e0989ceb1128bc39918bf8cf46011e7bd9415"},"tree_paths":{"autoencoder":"/home/barberb/lift_coding/external/ipfs_datasets/ipfs_datasets_py/optimizers/logic_theorem_optimizer/modal_autoencoder.py","compiler":"/home/barberb/lift_coding/external/ipfs_datasets/ipfs_datasets_py/logic/legal_ir/canonical_compiler.py","decompiler":"/home/barberb/lift_coding/external/ipfs_datasets/ipfs_datasets_py/logic/legal_ir/canonical_decompiler.py","parser":"/home/barberb/lift_coding/external/ipfs_datasets/ipfs_datasets_py/logic/deontic/utils/deontic_parser.py","samples":"/home/barberb/lift_coding/external/ipfs_datasets/ipfs_datasets_py/optimizers/logic_theorem_optimizer/legal_samples.py","worker":"/home/barberb/lift_coding/external/ipfs_datasets/ipfs_datasets_py/optimizers/logic_theorem_optimizer/autoencoder_training_worker.py"},"use_sample_memory":false,"validation_mode":"holdout","validation_sample_count":2,"weight_load_seconds_after_json_parse":0.017971679801121354,"weight_storage":"private_json","worker_source_sha256":"bde3bd327df59f2e7557eac8aa2e0989ceb1128bc39918bf8cf46011e7bd9415"}}