diff --git a/autoformal/uscode/feature-pretraining/reports/72880a082eb0737c47772899f7a67e610e98fed944e0c097bb674766b9d0d384.json b/autoformal/uscode/feature-pretraining/reports/72880a082eb0737c47772899f7a67e610e98fed944e0c097bb674766b9d0d384.json
new file mode 100644
index 0000000000000000000000000000000000000000..42288aa43dc1d029d0c3147be86a2cd9237963e8
--- /dev/null
+++ b/autoformal/uscode/feature-pretraining/reports/72880a082eb0737c47772899f7a67e610e98fed944e0c097bb674766b9d0d384.json
@@ -0,0 +1 @@
+{"admitted":false,"assignment_binding":{"base_version_id":"sha256:7a3c2c9606b012acefae2dfd9013618155d7dd44712719ab4b9b611cdc6cd2e6","binding_sha256":"104099d6d54f584489a060c4ee174637fc21381eaa1d64485749fc7671ba34d3","campaign_id":"uscode-features-32t4v-r2","generation":20,"observation_artifact":{"bytes":9289,"sha256":"53df21ba99f6aabcd398ccf1fa88a11dfc11b21eff200fd41e065032f4a634b2"},"policy":{"cycle_timeout":1800.0,"feature_input_binding":{"admitted":false,"embedding_production_artifact":{"bytes":190376,"sha256":"1671b649abd659de5fa95ef51bdb52d8fd48dd8951c2cb46f3ecb2fed3079da5"},"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":275149,"sha256":"b46a90faa1681e356e5e0268bbb7673683ac8de4233c9863462fb7bbf286b55a"},"count":32,"input_ids_sha256":"d62a0c79e85034145419751f37b2aebdb36b0bed2d1ef4fbca9cb15f575f4b30"},"validation":{"artifact":{"bytes":34301,"sha256":"c515856cd01deaaf23d32146936c859b4160740cf1b54967bb91660c8f10269e"},"count":4,"input_ids_sha256":"45e359852ed8250b811e335ad52ee2b1285eb036d6477e4e7c1226d2ddb311df"}},"schema":"autoencoder-distributed-features/v1","selected_training_validation_disjoint":true,"shared_target_artifact":{"bytes":45780345,"sha256":"7af287ed7ae63e20ab7ebd6862c5dc294fb348578d2008324be4d175ee2c81b0"},"source_artifact_count":36,"source_artifacts_sha256":"7b5bd330c202230fdbc163a9d980e06d3cc7226bcb05308ff66bafc67aa312aa","target_shard_max_bytes":268435456,"target_snapshot_id":"sha256:c4f9ef0b872b834443a3603eef251d372d894f851c719127777ff5ec29875695","target_timeout_seconds":60.0,"training_samples_sha256":"30ad80a31c808d191c8ea67cce34c903310133578ebd3924bbb5de620c98c5a9","validation_samples_sha256":"5b03e6c038c55e64cad15e5e4dfa4d7e1d1ced2eafa2272ce1f18c32975bc1b0"},"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":300.0,"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":4000000000},"record":{"record_id":"bd6072055b0be36b2ac7ce88c809e8269f8f9a75066b50f20450465743f594be","sample":{"citation":"16 U.S.C. 1106","embedding_model":"thenlper/gte-small","embedding_vector":[0.005038834642618895,-0.0017867856658995152,0.09316875040531158,-0.015080554410815239,0.030083049088716507,0.008365598507225513,0.04127148538827896,0.031184932217001915,-0.023581115528941154,0.016469985246658325,0.018459033221006393,-0.05064278468489647,-0.004819287918508053,0.012870274484157562,-0.005816726945340633,0.030738918110728264,-0.013868735171854496,0.04251890629529953,-0.055126290768384933,0.04855886101722717,0.09691749513149261,-0.01690514385700226,-0.05358758941292763,-0.04906218498945236,0.020170481875538826,0.04279631748795509,-0.09685365855693817,-0.01486919354647398,-0.03597268834710121,-0.177005797624588,-0.044509004801511765,-0.04823244735598564,0.001969024073332548,-0.00418923981487751,0.01923537068068981,-0.03458043187856674,-0.019501490518450737,0.04234876111149788,-0.02297680266201496,0.058873143047094345,0.04226216673851013,0.01936517283320427,0.001547082094475627,-0.01934552751481533,-0.03047102876007557,-0.0016696332022547722,-0.0393381267786026,-0.04792165011167526,-0.01856245845556259,-0.014900574460625648,0.054775968194007874,-0.004433982074260712,0.007659044116735458,0.0550212487578392,0.007168978452682495,0.02475055493414402,0.0536063052713871,0.011183589696884155,0.03625532239675522,0.019212540239095688,0.07248036563396454,0.027999866753816605,-0.2894185781478882,0.0954970046877861,0.008682587184011936,0.07479678094387054,-0.05394744127988815,-0.012630172073841095,0.023595552891492844,-0.03269149735569954,-0.05524973198771477,0.016555672511458397,-0.039251696318387985,0.03683706372976303,0.0017023744294419885,-0.0055930474773049355,-0.018890568986535072,0.005733777768909931,-0.010592898353934288,-0.01097684632986784,-0.010690734721720219,-0.05023942142724991,-0.013338849879801273,-0.01744946278631687,0.021156756207346916,-0.04350284859538078,0.021087411791086197,-0.04017295688390732,0.03692319989204407,0.035913482308387756,0.009601234458386898,-0.052514251321554184,0.034922242164611816,0.026700953021645546,-0.13135038316249847,-0.03314747288823128,0.045061126351356506,0.02828247845172882,-0.03031867742538452,0.21643459796905518,-0.02531508170068264,0.022272035479545593,0.0013176746433600783,-0.018556680530309677,0.026974622160196304,-0.04034050181508064,-0.01624973863363266,-0.04820457100868225,0.0031547732651233673,-0.01338527724146843,-0.002165421610698104,-0.002660598838701844,0.05365791544318199,-0.04582669585943222,0.06404322385787964,-0.0011584426974877715,0.06792088598012924,0.04912837967276573,0.0007134244660846889,0.0018285912228748202,0.0064819878898561,0.010775914415717125,-0.0159502811729908,0.003705052426084876,0.022569818422198296,-0.033883824944496155,0.04976440221071243,0.06994272768497467,0.03312476724386215,0.03496673330664635,0.08864957094192505,-0.058205921202898026,-0.04579777643084526,-0.03089120052754879,0.01340888999402523,-0.002041645348072052,-0.01781606674194336,0.0023149189073592424,4.677171818912029e-05,-0.018479548394680023,-0.005736141465604305,-0.0979878157377243,-0.013305268250405788,-0.0856354832649231,-0.018408333882689476,0.09369859099388123,-0.0038002021610736847,0.01380004733800888,-0.05766425281763077,0.02260514162480831,-0.018518686294555664,0.036693770438432693,-0.0067354110069572926,0.021794449537992477,0.013742413371801376,0.049520108848810196,0.035826176404953,0.061131030321121216,-0.015243195928633213,-0.007004209794104099,0.021489499136805534,-0.02107120305299759,-0.008378669619560242,0.1226348876953125,0.037152569741010666,-0.07615701109170914,-0.0006870213546790183,0.010848636738955975,-0.009667802602052689,-0.033235665410757065,0.04080307111144066,-0.01935056783258915,1.315912595600821e-05,-0.002173082437366247,0.09047006070613861,0.01220506988465786,-0.03283168002963066,0.04331226274371147,-0.026202091947197914,0.040996354073286057,0.03287626802921295,-0.06267667561769485,-0.04750986024737358,0.048776064068078995,0.06627468019723892,-0.031916651874780655,-0.03832010179758072,-0.024543073028326035,0.0354587659239769,0.08090285211801529,-0.04665648192167282,0.03510764613747597,-0.04320670664310455,-0.002889439230784774,-0.020816868171095848,-0.0008781064534559846,-0.05357593297958374,-0.03482815995812416,0.028791116550564766,-0.0651768371462822,0.05429510027170181,0.007247216533869505,-0.029585661366581917,0.05551458150148392,0.03392735496163368,0.017548728734254837,0.04378567263484001,-0.0013446840457618237,0.00013642091653309762,0.04882322996854782,-0.04785401374101639,0.026651544496417046,0.01133747398853302,0.008991279639303684,-0.025225894525647163,0.03541695326566696,0.03752412647008896,0.04801129177212715,0.03994623199105263,0.022140534594655037,0.05173864588141441,-0.04370136559009552,-0.000506442622281611,-0.20775803923606873,0.001927244127728045,-0.05553846061229706,-0.02235342562198639,0.02810891717672348,-0.023393357172608376,0.02347150258719921,-0.03458951413631439,-0.030421758070588112,0.05072464048862457,0.0892481729388237,-0.044668957591056824,-0.010847119614481926,0.08428921550512314,0.005623681470751762,0.05232220143079758,0.021232010796666145,-0.04579254984855652,-0.002439542906358838,-0.01676623709499836,0.00653419503942132,-0.028309639543294907,-0.034539997577667236,-0.007822880521416664,0.08366832882165909,-0.013655005022883415,0.14973974227905273,0.024499181658029556,-0.011386009864509106,-0.02036336623132229,0.02126845344901085,-0.024661555886268616,-0.014114868827164173,-0.12996020913124084,0.025311164557933807,0.05156682804226875,-0.03657713904976845,-0.004288737662136555,-0.03665132075548172,-0.06487004458904266,0.012293467298150063,0.05510926991701126,0.0020226575434207916,-0.030295249074697495,0.024036509916186333,-0.022317223250865936,-0.030411727726459503,0.03960410878062248,-0.072446808218956,-0.015320044942200184,0.0323132686316967,-0.0252203568816185,0.059699732810258865,0.07251991331577301,-0.0030071500223129988,-0.03212526813149452,-0.12095557153224945,0.018701760098338127,-0.03479490429162979,0.0714677944779396,-0.033591046929359436,-0.08315040916204453,0.01748635247349739,-0.0514400489628315,0.07510548830032349,-0.0004767591890413314,-0.03277638927102089,-0.032569725066423416,0.014310522004961967,-0.06066947802901268,-0.021244360134005547,0.056179728358983994,-0.013570522889494896,-0.06339121609926224,0.015862733125686646,0.013692110776901245,-0.004087481182068586,-0.004677569959312677,0.002312322845682502,-0.03541962802410126,0.023591699078679085,-0.022389451041817665,0.049923039972782135,0.013490995392203331,0.03357619047164917,0.04361668601632118,-0.030293667688965797,-0.01409167516976595,0.06543183326721191,-0.036876630038022995,0.021687693893909454,0.01572565920650959,-0.059486910700798035,-0.05417526140809059,0.01299809105694294,0.0064592985436320305,-0.3186396360397339,0.02828570082783699,0.023128138855099678,0.02675597183406353,-0.03878127411007881,0.027689600363373756,0.05668269097805023,0.023481542244553566,-0.0659298300743103,0.02013702504336834,0.03679155930876732,0.02600467950105667,-0.005613134708255529,-0.0019310524221509695,-0.01561962254345417,0.0461152121424675,0.028231127187609673,-0.02895808406174183,0.07476688921451569,-0.03631730377674103,0.03364016115665436,0.021557968109846115,0.19862201809883118,-0.014431575313210487,0.034539155662059784,-0.00586039898917079,0.014418844133615494,0.015002995729446411,0.055031538009643555,-0.03725897893309593,0.03832276538014412,0.028795309364795685,0.12164564430713654,-0.07700927555561066,0.03153274208307266,0.03551745414733887,-0.05199611559510231,0.054219745099544525,0.00824963953346014,-0.02355668507516384,-0.10238376259803772,-0.009135142900049686,-0.01558616477996111,-0.040749337524175644,0.08869108557701111,-0.03918254375457764,-0.03813723847270012,-0.0422617569565773,0.007156164385378361,0.015424767509102821,-0.0146641181781888,-0.011533535085618496,-0.062127817422151566,-0.026349009945988655,-0.028656955808401108,0.007924270816147327,0.018999090418219566,-0.044596415013074875,-0.02693101204931736,-0.026797298341989517,0.00737305823713541,-0.0806366354227066,-0.036959145218133926,0.014373157173395157,0.009589619934558868],"section":"1106","text":"U.S.C. Title 16 - CONSERVATION 16 U.S.C. United States Code, 2024 Edition Title 16 - CONSERVATION CHAPTER 22 - INTERNATIONAL PARKS Sec. 1106 - Employees From the U.S. Government Publishing Office, www.gpo.gov \u00a71106. Employees The Commission may employ both United States and Canadian citizens. (Pub. L. 88\u2013363, \u00a77, July 7, 1964, 78 Stat. 300.)","title":"16"},"source_span_id":"local-content:ae30cbdc6245f0f372f52d490f95dd34fc5f154627e0f705e3238d80d6d8a329","source_text_sha256":"a6f499c37781086b93ab53c1cafdf4dac3bce02bf1b3bbe21bc0f54049e6a9dd","text":"U.S.C. Title 16 - CONSERVATION 16 U.S.C. United States Code, 2024 Edition Title 16 - CONSERVATION CHAPTER 22 - INTERNATIONAL PARKS Sec. 1106 - Employees From the U.S. Government Publishing Office, www.gpo.gov \u00a71106. Employees The Commission may employ both United States and Canadian citizens. (Pub. L. 88\u2013363, \u00a77, July 7, 1964, 78 Stat. 300.)"},"result_repository":"justicedao/uscode-autoformal-span-cache","run_id":"span-attempt-a4eb13f3b70992a42c5456a4adf2e3ca787863fc0221df3ded8ff48ddf9348fb","schema":"autoencoder-shared-span-campaign-v1","source_observation":{"artifact":{"bytes":9289,"sha256":"53df21ba99f6aabcd398ccf1fa88a11dfc11b21eff200fd41e065032f4a634b2"},"hub_locators":[],"locator_count":0,"locators_truncated":false,"observation_count":0,"source_authority_authenticated":false},"variant_id":"span-campaign-5ac45ee25a7ea85dc080f5d633edb679","work_id":"span-84c0be900b9ced073e380b43f55578bea00cfa365c6175391cc3eebccc873d18","worker_id":"worker-a"},"assignment_sha256":"15b794e20d7d353b23ec1d97308665b37ed0ff9655bcc0fba6185590d1f33d4f","autoencoder_config":{"compute_device":"python"},"base_artifact":{"bytes":14408753,"sha256":"b98fb4058257adb55ed36767d3577714183c06a7ef9c050603950e12ca260f19"},"candidate_artifact":{"bytes":14408753,"sha256":"b98fb4058257adb55ed36767d3577714183c06a7ef9c050603950e12ca260f19"},"candidate_version_id":"sha256:de1b87ff679ab89b42708f67501e3632543135201b33e6a563ca0c56212eb690","completion":{"admitted":false,"base_version_id":"sha256:63384fed44292a665b5306be80851996f870f70fd1aa08e18166b7161abae812","batch_id":"3a973d6b5b9122da397c38968f85089a8cb8cd47f1fd7fb49f19f262e6577267","bridge_names":["modal_frame_logic","deontic_norms","fol_tdfol","cec_dcec","external_prover_router"],"candidate_version_id":"sha256:de1b87ff679ab89b42708f67501e3632543135201b33e6a563ca0c56212eb690","feature_evidence_artifact":{"bytes":1688,"sha256":"92b239c43a3ed4c409ab02fd0849c4129b30f7abe1e41e56e953350eb4ea4a8e"},"feature_status":"consumed_without_update","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":"sha256:63384fed44292a665b5306be80851996f870f70fd1aa08e18166b7161abae812","optimizer_accepted_epochs":0,"policy":"raw-decoder-and-shared-ir-private-candidates/v1","promotion_performed":false,"publication_performed":false,"qualified":false,"raw_tuning_metrics":{"after":{"embedding_cosine_similarity":0.9221563788595057,"legal_ir_target_count":4,"reconstruction_loss":0.0007732429904844138},"before":{"embedding_cosine_similarity":0.9221563788595057,"legal_ir_target_count":4,"reconstruction_loss":0.0007732429904844138}},"result":{"admitted":false,"arrow_feature_weights_artifact":null,"base_checkpoint_chain_depth":0,"base_checkpoint_load_seconds":0.2828862965106964,"base_checkpoint_replayed_patch_bytes":0,"base_materialized_checkpoint":{"bytes":14408753,"sha256":"b98fb4058257adb55ed36767d3577714183c06a7ef9c050603950e12ca260f19"},"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":0,"candidate_materialized_checkpoint":{"bytes":14408753,"sha256":"b98fb4058257adb55ed36767d3577714183c06a7ef9c050603950e12ca260f19"},"candidate_serialization_seconds":0.5756949065253139,"candidate_storage":"sparse","checkpoint_anchor":{"bytes":14408753,"sha256":"b98fb4058257adb55ed36767d3577714183c06a7ef9c050603950e12ca260f19"},"checkpoint_chain_depth":1,"checkpoint_cumulative_patch_bytes":0,"checkpoint_dependencies":[{"bytes":14408753,"sha256":"b98fb4058257adb55ed36767d3577714183c06a7ef9c050603950e12ca260f19"}],"checkpoint_storage":"sparse_manifest","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":4.1583552956581116e-06,"dataset_and_split_identity_verified":false,"execution_mode":"native_training","heldout_canary_qualified":false,"job_spec_sha256":"4a3137e42ba77d770680f2b1363b93e89282560b14bce4b15fb998c5d1cf9216","legal_ir_evaluate_provers":false,"legal_ir_parallel_workers":1,"legal_ir_target_count":4,"metric_disk_cache":0,"optimizer_accepted_epochs":0,"process_cache_initially_empty":true,"process_target_cache_initial_entries":0,"profile_projection":true,"promotion_performed":false,"sample_count":1,"shared_target_count":5,"shared_target_status_counts":{"ready":5},"shared_targets_verified":true,"source_manifest_verified":true,"sparse_acceptance_assignment":{"attempt":1,"fence":1,"owner_generation":1,"run_id":"incremental-17f879747460eaa9bbb253ba5b73f6aa0a014ec31ec00b3099d657f267bd127e","worker_id":"autoencoder:8e1fe6c1c967:1"},"sparse_compaction_performed":false,"sparse_compaction_policy":{"max_depth":8,"max_patch_fraction":0.5},"sparse_compaction_reasons":[],"sparse_patch_artifacts":[],"sparse_patch_bytes":0,"sparse_replay_seconds":1.9112515039741993,"sparse_replay_verified":true,"stopped_reason":"search_stalled","target_load_seconds":10.031074889935553,"target_reduction":{"applied":false,"hash_seconds":0.0,"initialization_seconds":0.0,"memory_after":null,"memory_before":null,"original_target_count":5,"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:c4f9ef0b872b834443a3603eef251d372d894f851c719127777ff5ec29875695","training_seconds":27.804906589910388,"use_sample_memory":false,"validation_mode":"holdout","validation_sample_count":4,"weight_storage":"private_json","worker_candidate_artifact":{"bytes":942,"sha256":"e945353ce7ae4b8d7e29d5e8a5b18c207731864da6c9377f4b6e47a5c425ad38"},"worker_elapsed_seconds":41.405445844866335,"worker_receipt_artifact":{"bytes":279467,"sha256":"a5df972f7e3cfd04dcc5bdbe9ce54d1c6cdb1aff2f4f4a1227590df83aa295b9"}},"run_id":"incremental-17f879747460eaa9bbb253ba5b73f6aa0a014ec31ec00b3099d657f267bd127e","schema_version":"autoencoder-feature-pretraining/v1","semantic_qualification_status":"deferred_not_evaluated","source_repair_submitted":false,"target_snapshot_id":"sha256:c4f9ef0b872b834443a3603eef251d372d894f851c719127777ff5ec29875695","use_sample_memory":false,"validation_role":"repeated_selection_tuning","worker_receipt_artifact":{"bytes":279467,"sha256":"a5df972f7e3cfd04dcc5bdbe9ce54d1c6cdb1aff2f4f4a1227590df83aa295b9"}},"disposition":"feature_no_update","feature_evidence":{"admitted":false,"base_version_id":"sha256:63384fed44292a665b5306be80851996f870f70fd1aa08e18166b7161abae812","batch_id":"3a973d6b5b9122da397c38968f85089a8cb8cd47f1fd7fb49f19f262e6577267","bridge_names":["modal_frame_logic","deontic_norms","fol_tdfol","cec_dcec","external_prover_router"],"candidate_version_id":"sha256:de1b87ff679ab89b42708f67501e3632543135201b33e6a563ca0c56212eb690","feature_evidence_artifact":{"bytes":1688,"sha256":"92b239c43a3ed4c409ab02fd0849c4129b30f7abe1e41e56e953350eb4ea4a8e"},"feature_status":"consumed_without_update","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":"sha256:63384fed44292a665b5306be80851996f870f70fd1aa08e18166b7161abae812","optimizer_accepted_epochs":0,"policy":"raw-decoder-and-shared-ir-private-candidates/v1","promotion_performed":false,"publication_performed":false,"qualified":false,"raw_tuning_metrics":{"after":{"embedding_cosine_similarity":0.9221563788595057,"legal_ir_target_count":4,"reconstruction_loss":0.0007732429904844138},"before":{"embedding_cosine_similarity":0.9221563788595057,"legal_ir_target_count":4,"reconstruction_loss":0.0007732429904844138}},"run_id":"incremental-17f879747460eaa9bbb253ba5b73f6aa0a014ec31ec00b3099d657f267bd127e","schema_version":"autoencoder-feature-pretraining/v1","semantic_qualification_status":"deferred_not_evaluated","source_repair_submitted":false,"target_snapshot_id":"sha256:c4f9ef0b872b834443a3603eef251d372d894f851c719127777ff5ec29875695","use_sample_memory":false,"validation_role":"repeated_selection_tuning","worker_receipt_artifact":{"bytes":279467,"sha256":"a5df972f7e3cfd04dcc5bdbe9ce54d1c6cdb1aff2f4f4a1227590df83aa295b9"}},"formalized":false,"lake_executed":false,"promotion_performed":false,"qualified":false,"schema":"autoencoder-feature-attempt/v1","source_provenance":{"canonical_artifact":{"bytes":14408753,"sha256":"b98fb4058257adb55ed36767d3577714183c06a7ef9c050603950e12ca260f19"},"canonical_generation":20,"canonical_version_id":"sha256:7a3c2c9606b012acefae2dfd9013618155d7dd44712719ab4b9b611cdc6cd2e6","feature_input_binding":{"admitted":false,"embedding_production_artifact":{"bytes":190376,"sha256":"1671b649abd659de5fa95ef51bdb52d8fd48dd8951c2cb46f3ecb2fed3079da5"},"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":275149,"sha256":"b46a90faa1681e356e5e0268bbb7673683ac8de4233c9863462fb7bbf286b55a"},"count":32,"input_ids_sha256":"d62a0c79e85034145419751f37b2aebdb36b0bed2d1ef4fbca9cb15f575f4b30"},"validation":{"artifact":{"bytes":34301,"sha256":"c515856cd01deaaf23d32146936c859b4160740cf1b54967bb91660c8f10269e"},"count":4,"input_ids_sha256":"45e359852ed8250b811e335ad52ee2b1285eb036d6477e4e7c1226d2ddb311df"}},"schema":"autoencoder-distributed-features/v1","selected_training_validation_disjoint":true,"shared_target_artifact":{"bytes":45780345,"sha256":"7af287ed7ae63e20ab7ebd6862c5dc294fb348578d2008324be4d175ee2c81b0"},"source_artifact_count":36,"source_artifacts_sha256":"7b5bd330c202230fdbc163a9d980e06d3cc7226bcb05308ff66bafc67aa312aa","target_shard_max_bytes":268435456,"target_snapshot_id":"sha256:c4f9ef0b872b834443a3603eef251d372d894f851c719127777ff5ec29875695","target_timeout_seconds":60.0,"training_samples_sha256":"30ad80a31c808d191c8ea67cce34c903310133578ebd3924bbb5de620c98c5a9","validation_samples_sha256":"5b03e6c038c55e64cad15e5e4dfa4d7e1d1ced2eafa2272ce1f18c32975bc1b0"},"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":9289,"sha256":"53df21ba99f6aabcd398ccf1fa88a11dfc11b21eff200fd41e065032f4a634b2"},"hub_locators":[],"locator_count":0,"locators_truncated":false,"observation_count":0,"source_authority_authenticated":false},"source_record":{"record_id":"bd6072055b0be36b2ac7ce88c809e8269f8f9a75066b50f20450465743f594be","sample":{"citation":"16 U.S.C. 1106","embedding_model":"thenlper/gte-small","embedding_vector":[0.005038834642618895,-0.0017867856658995152,0.09316875040531158,-0.015080554410815239,0.030083049088716507,0.008365598507225513,0.04127148538827896,0.031184932217001915,-0.023581115528941154,0.016469985246658325,0.018459033221006393,-0.05064278468489647,-0.004819287918508053,0.012870274484157562,-0.005816726945340633,0.030738918110728264,-0.013868735171854496,0.04251890629529953,-0.055126290768384933,0.04855886101722717,0.09691749513149261,-0.01690514385700226,-0.05358758941292763,-0.04906218498945236,0.020170481875538826,0.04279631748795509,-0.09685365855693817,-0.01486919354647398,-0.03597268834710121,-0.177005797624588,-0.044509004801511765,-0.04823244735598564,0.001969024073332548,-0.00418923981487751,0.01923537068068981,-0.03458043187856674,-0.019501490518450737,0.04234876111149788,-0.02297680266201496,0.058873143047094345,0.04226216673851013,0.01936517283320427,0.001547082094475627,-0.01934552751481533,-0.03047102876007557,-0.0016696332022547722,-0.0393381267786026,-0.04792165011167526,-0.01856245845556259,-0.014900574460625648,0.054775968194007874,-0.004433982074260712,0.007659044116735458,0.0550212487578392,0.007168978452682495,0.02475055493414402,0.0536063052713871,0.011183589696884155,0.03625532239675522,0.019212540239095688,0.07248036563396454,0.027999866753816605,-0.2894185781478882,0.0954970046877861,0.008682587184011936,0.07479678094387054,-0.05394744127988815,-0.012630172073841095,0.023595552891492844,-0.03269149735569954,-0.05524973198771477,0.016555672511458397,-0.039251696318387985,0.03683706372976303,0.0017023744294419885,-0.0055930474773049355,-0.018890568986535072,0.005733777768909931,-0.010592898353934288,-0.01097684632986784,-0.010690734721720219,-0.05023942142724991,-0.013338849879801273,-0.01744946278631687,0.021156756207346916,-0.04350284859538078,0.021087411791086197,-0.04017295688390732,0.03692319989204407,0.035913482308387756,0.009601234458386898,-0.052514251321554184,0.034922242164611816,0.026700953021645546,-0.13135038316249847,-0.03314747288823128,0.045061126351356506,0.02828247845172882,-0.03031867742538452,0.21643459796905518,-0.02531508170068264,0.022272035479545593,0.0013176746433600783,-0.018556680530309677,0.026974622160196304,-0.04034050181508064,-0.01624973863363266,-0.04820457100868225,0.0031547732651233673,-0.01338527724146843,-0.002165421610698104,-0.002660598838701844,0.05365791544318199,-0.04582669585943222,0.06404322385787964,-0.0011584426974877715,0.06792088598012924,0.04912837967276573,0.0007134244660846889,0.0018285912228748202,0.0064819878898561,0.010775914415717125,-0.0159502811729908,0.003705052426084876,0.022569818422198296,-0.033883824944496155,0.04976440221071243,0.06994272768497467,0.03312476724386215,0.03496673330664635,0.08864957094192505,-0.058205921202898026,-0.04579777643084526,-0.03089120052754879,0.01340888999402523,-0.002041645348072052,-0.01781606674194336,0.0023149189073592424,4.677171818912029e-05,-0.018479548394680023,-0.005736141465604305,-0.0979878157377243,-0.013305268250405788,-0.0856354832649231,-0.018408333882689476,0.09369859099388123,-0.0038002021610736847,0.01380004733800888,-0.05766425281763077,0.02260514162480831,-0.018518686294555664,0.036693770438432693,-0.0067354110069572926,0.021794449537992477,0.013742413371801376,0.049520108848810196,0.035826176404953,0.061131030321121216,-0.015243195928633213,-0.007004209794104099,0.021489499136805534,-0.02107120305299759,-0.008378669619560242,0.1226348876953125,0.037152569741010666,-0.07615701109170914,-0.0006870213546790183,0.010848636738955975,-0.009667802602052689,-0.033235665410757065,0.04080307111144066,-0.01935056783258915,1.315912595600821e-05,-0.002173082437366247,0.09047006070613861,0.01220506988465786,-0.03283168002963066,0.04331226274371147,-0.026202091947197914,0.040996354073286057,0.03287626802921295,-0.06267667561769485,-0.04750986024737358,0.048776064068078995,0.06627468019723892,-0.031916651874780655,-0.03832010179758072,-0.024543073028326035,0.0354587659239769,0.08090285211801529,-0.04665648192167282,0.03510764613747597,-0.04320670664310455,-0.002889439230784774,-0.020816868171095848,-0.0008781064534559846,-0.05357593297958374,-0.03482815995812416,0.028791116550564766,-0.0651768371462822,0.05429510027170181,0.007247216533869505,-0.029585661366581917,0.05551458150148392,0.03392735496163368,0.017548728734254837,0.04378567263484001,-0.0013446840457618237,0.00013642091653309762,0.04882322996854782,-0.04785401374101639,0.026651544496417046,0.01133747398853302,0.008991279639303684,-0.025225894525647163,0.03541695326566696,0.03752412647008896,0.04801129177212715,0.03994623199105263,0.022140534594655037,0.05173864588141441,-0.04370136559009552,-0.000506442622281611,-0.20775803923606873,0.001927244127728045,-0.05553846061229706,-0.02235342562198639,0.02810891717672348,-0.023393357172608376,0.02347150258719921,-0.03458951413631439,-0.030421758070588112,0.05072464048862457,0.0892481729388237,-0.044668957591056824,-0.010847119614481926,0.08428921550512314,0.005623681470751762,0.05232220143079758,0.021232010796666145,-0.04579254984855652,-0.002439542906358838,-0.01676623709499836,0.00653419503942132,-0.028309639543294907,-0.034539997577667236,-0.007822880521416664,0.08366832882165909,-0.013655005022883415,0.14973974227905273,0.024499181658029556,-0.011386009864509106,-0.02036336623132229,0.02126845344901085,-0.024661555886268616,-0.014114868827164173,-0.12996020913124084,0.025311164557933807,0.05156682804226875,-0.03657713904976845,-0.004288737662136555,-0.03665132075548172,-0.06487004458904266,0.012293467298150063,0.05510926991701126,0.0020226575434207916,-0.030295249074697495,0.024036509916186333,-0.022317223250865936,-0.030411727726459503,0.03960410878062248,-0.072446808218956,-0.015320044942200184,0.0323132686316967,-0.0252203568816185,0.059699732810258865,0.07251991331577301,-0.0030071500223129988,-0.03212526813149452,-0.12095557153224945,0.018701760098338127,-0.03479490429162979,0.0714677944779396,-0.033591046929359436,-0.08315040916204453,0.01748635247349739,-0.0514400489628315,0.07510548830032349,-0.0004767591890413314,-0.03277638927102089,-0.032569725066423416,0.014310522004961967,-0.06066947802901268,-0.021244360134005547,0.056179728358983994,-0.013570522889494896,-0.06339121609926224,0.015862733125686646,0.013692110776901245,-0.004087481182068586,-0.004677569959312677,0.002312322845682502,-0.03541962802410126,0.023591699078679085,-0.022389451041817665,0.049923039972782135,0.013490995392203331,0.03357619047164917,0.04361668601632118,-0.030293667688965797,-0.01409167516976595,0.06543183326721191,-0.036876630038022995,0.021687693893909454,0.01572565920650959,-0.059486910700798035,-0.05417526140809059,0.01299809105694294,0.0064592985436320305,-0.3186396360397339,0.02828570082783699,0.023128138855099678,0.02675597183406353,-0.03878127411007881,0.027689600363373756,0.05668269097805023,0.023481542244553566,-0.0659298300743103,0.02013702504336834,0.03679155930876732,0.02600467950105667,-0.005613134708255529,-0.0019310524221509695,-0.01561962254345417,0.0461152121424675,0.028231127187609673,-0.02895808406174183,0.07476688921451569,-0.03631730377674103,0.03364016115665436,0.021557968109846115,0.19862201809883118,-0.014431575313210487,0.034539155662059784,-0.00586039898917079,0.014418844133615494,0.015002995729446411,0.055031538009643555,-0.03725897893309593,0.03832276538014412,0.028795309364795685,0.12164564430713654,-0.07700927555561066,0.03153274208307266,0.03551745414733887,-0.05199611559510231,0.054219745099544525,0.00824963953346014,-0.02355668507516384,-0.10238376259803772,-0.009135142900049686,-0.01558616477996111,-0.040749337524175644,0.08869108557701111,-0.03918254375457764,-0.03813723847270012,-0.0422617569565773,0.007156164385378361,0.015424767509102821,-0.0146641181781888,-0.011533535085618496,-0.062127817422151566,-0.026349009945988655,-0.028656955808401108,0.007924270816147327,0.018999090418219566,-0.044596415013074875,-0.02693101204931736,-0.026797298341989517,0.00737305823713541,-0.0806366354227066,-0.036959145218133926,0.014373157173395157,0.009589619934558868],"section":"1106","text":"U.S.C. Title 16 - CONSERVATION 16 U.S.C. United States Code, 2024 Edition Title 16 - CONSERVATION CHAPTER 22 - INTERNATIONAL PARKS Sec. 1106 - Employees From the U.S. Government Publishing Office, www.gpo.gov \u00a71106. Employees The Commission may employ both United States and Canadian citizens. (Pub. L. 88\u2013363, \u00a77, July 7, 1964, 78 Stat. 300.)","title":"16"},"source_span_id":"local-content:ae30cbdc6245f0f372f52d490f95dd34fc5f154627e0f705e3238d80d6d8a329","source_text_sha256":"a6f499c37781086b93ab53c1cafdf4dac3bce02bf1b3bbe21bc0f54049e6a9dd","text":"U.S.C. Title 16 - CONSERVATION 16 U.S.C. United States Code, 2024 Edition Title 16 - CONSERVATION CHAPTER 22 - INTERNATIONAL PARKS Sec. 1106 - Employees From the U.S. Government Publishing Office, www.gpo.gov \u00a71106. Employees The Commission may employ both United States and Canadian citizens. (Pub. L. 88\u2013363, \u00a77, July 7, 1964, 78 Stat. 300.)"}},"span_revision":"bd6072055b0be36b2ac7ce88c809e8269f8f9a75066b50f20450465743f594be","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":300.0,"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":"16 U.S.C. 1106","embedding_model":"thenlper/gte-small","embedding_vector":[0.005038834642618895,-0.0017867856658995152,0.09316875040531158,-0.015080554410815239,0.030083049088716507,0.008365598507225513,0.04127148538827896,0.031184932217001915,-0.023581115528941154,0.016469985246658325,0.018459033221006393,-0.05064278468489647,-0.004819287918508053,0.012870274484157562,-0.005816726945340633,0.030738918110728264,-0.013868735171854496,0.04251890629529953,-0.055126290768384933,0.04855886101722717,0.09691749513149261,-0.01690514385700226,-0.05358758941292763,-0.04906218498945236,0.020170481875538826,0.04279631748795509,-0.09685365855693817,-0.01486919354647398,-0.03597268834710121,-0.177005797624588,-0.044509004801511765,-0.04823244735598564,0.001969024073332548,-0.00418923981487751,0.01923537068068981,-0.03458043187856674,-0.019501490518450737,0.04234876111149788,-0.02297680266201496,0.058873143047094345,0.04226216673851013,0.01936517283320427,0.001547082094475627,-0.01934552751481533,-0.03047102876007557,-0.0016696332022547722,-0.0393381267786026,-0.04792165011167526,-0.01856245845556259,-0.014900574460625648,0.054775968194007874,-0.004433982074260712,0.007659044116735458,0.0550212487578392,0.007168978452682495,0.02475055493414402,0.0536063052713871,0.011183589696884155,0.03625532239675522,0.019212540239095688,0.07248036563396454,0.027999866753816605,-0.2894185781478882,0.0954970046877861,0.008682587184011936,0.07479678094387054,-0.05394744127988815,-0.012630172073841095,0.023595552891492844,-0.03269149735569954,-0.05524973198771477,0.016555672511458397,-0.039251696318387985,0.03683706372976303,0.0017023744294419885,-0.0055930474773049355,-0.018890568986535072,0.005733777768909931,-0.010592898353934288,-0.01097684632986784,-0.010690734721720219,-0.05023942142724991,-0.013338849879801273,-0.01744946278631687,0.021156756207346916,-0.04350284859538078,0.021087411791086197,-0.04017295688390732,0.03692319989204407,0.035913482308387756,0.009601234458386898,-0.052514251321554184,0.034922242164611816,0.026700953021645546,-0.13135038316249847,-0.03314747288823128,0.045061126351356506,0.02828247845172882,-0.03031867742538452,0.21643459796905518,-0.02531508170068264,0.022272035479545593,0.0013176746433600783,-0.018556680530309677,0.026974622160196304,-0.04034050181508064,-0.01624973863363266,-0.04820457100868225,0.0031547732651233673,-0.01338527724146843,-0.002165421610698104,-0.002660598838701844,0.05365791544318199,-0.04582669585943222,0.06404322385787964,-0.0011584426974877715,0.06792088598012924,0.04912837967276573,0.0007134244660846889,0.0018285912228748202,0.0064819878898561,0.010775914415717125,-0.0159502811729908,0.003705052426084876,0.022569818422198296,-0.033883824944496155,0.04976440221071243,0.06994272768497467,0.03312476724386215,0.03496673330664635,0.08864957094192505,-0.058205921202898026,-0.04579777643084526,-0.03089120052754879,0.01340888999402523,-0.002041645348072052,-0.01781606674194336,0.0023149189073592424,4.677171818912029e-05,-0.018479548394680023,-0.005736141465604305,-0.0979878157377243,-0.013305268250405788,-0.0856354832649231,-0.018408333882689476,0.09369859099388123,-0.0038002021610736847,0.01380004733800888,-0.05766425281763077,0.02260514162480831,-0.018518686294555664,0.036693770438432693,-0.0067354110069572926,0.021794449537992477,0.013742413371801376,0.049520108848810196,0.035826176404953,0.061131030321121216,-0.015243195928633213,-0.007004209794104099,0.021489499136805534,-0.02107120305299759,-0.008378669619560242,0.1226348876953125,0.037152569741010666,-0.07615701109170914,-0.0006870213546790183,0.010848636738955975,-0.009667802602052689,-0.033235665410757065,0.04080307111144066,-0.01935056783258915,1.315912595600821e-05,-0.002173082437366247,0.09047006070613861,0.01220506988465786,-0.03283168002963066,0.04331226274371147,-0.026202091947197914,0.040996354073286057,0.03287626802921295,-0.06267667561769485,-0.04750986024737358,0.048776064068078995,0.06627468019723892,-0.031916651874780655,-0.03832010179758072,-0.024543073028326035,0.0354587659239769,0.08090285211801529,-0.04665648192167282,0.03510764613747597,-0.04320670664310455,-0.002889439230784774,-0.020816868171095848,-0.0008781064534559846,-0.05357593297958374,-0.03482815995812416,0.028791116550564766,-0.0651768371462822,0.05429510027170181,0.007247216533869505,-0.029585661366581917,0.05551458150148392,0.03392735496163368,0.017548728734254837,0.04378567263484001,-0.0013446840457618237,0.00013642091653309762,0.04882322996854782,-0.04785401374101639,0.026651544496417046,0.01133747398853302,0.008991279639303684,-0.025225894525647163,0.03541695326566696,0.03752412647008896,0.04801129177212715,0.03994623199105263,0.022140534594655037,0.05173864588141441,-0.04370136559009552,-0.000506442622281611,-0.20775803923606873,0.001927244127728045,-0.05553846061229706,-0.02235342562198639,0.02810891717672348,-0.023393357172608376,0.02347150258719921,-0.03458951413631439,-0.030421758070588112,0.05072464048862457,0.0892481729388237,-0.044668957591056824,-0.010847119614481926,0.08428921550512314,0.005623681470751762,0.05232220143079758,0.021232010796666145,-0.04579254984855652,-0.002439542906358838,-0.01676623709499836,0.00653419503942132,-0.028309639543294907,-0.034539997577667236,-0.007822880521416664,0.08366832882165909,-0.013655005022883415,0.14973974227905273,0.024499181658029556,-0.011386009864509106,-0.02036336623132229,0.02126845344901085,-0.024661555886268616,-0.014114868827164173,-0.12996020913124084,0.025311164557933807,0.05156682804226875,-0.03657713904976845,-0.004288737662136555,-0.03665132075548172,-0.06487004458904266,0.012293467298150063,0.05510926991701126,0.0020226575434207916,-0.030295249074697495,0.024036509916186333,-0.022317223250865936,-0.030411727726459503,0.03960410878062248,-0.072446808218956,-0.015320044942200184,0.0323132686316967,-0.0252203568816185,0.059699732810258865,0.07251991331577301,-0.0030071500223129988,-0.03212526813149452,-0.12095557153224945,0.018701760098338127,-0.03479490429162979,0.0714677944779396,-0.033591046929359436,-0.08315040916204453,0.01748635247349739,-0.0514400489628315,0.07510548830032349,-0.0004767591890413314,-0.03277638927102089,-0.032569725066423416,0.014310522004961967,-0.06066947802901268,-0.021244360134005547,0.056179728358983994,-0.013570522889494896,-0.06339121609926224,0.015862733125686646,0.013692110776901245,-0.004087481182068586,-0.004677569959312677,0.002312322845682502,-0.03541962802410126,0.023591699078679085,-0.022389451041817665,0.049923039972782135,0.013490995392203331,0.03357619047164917,0.04361668601632118,-0.030293667688965797,-0.01409167516976595,0.06543183326721191,-0.036876630038022995,0.021687693893909454,0.01572565920650959,-0.059486910700798035,-0.05417526140809059,0.01299809105694294,0.0064592985436320305,-0.3186396360397339,0.02828570082783699,0.023128138855099678,0.02675597183406353,-0.03878127411007881,0.027689600363373756,0.05668269097805023,0.023481542244553566,-0.0659298300743103,0.02013702504336834,0.03679155930876732,0.02600467950105667,-0.005613134708255529,-0.0019310524221509695,-0.01561962254345417,0.0461152121424675,0.028231127187609673,-0.02895808406174183,0.07476688921451569,-0.03631730377674103,0.03364016115665436,0.021557968109846115,0.19862201809883118,-0.014431575313210487,0.034539155662059784,-0.00586039898917079,0.014418844133615494,0.015002995729446411,0.055031538009643555,-0.03725897893309593,0.03832276538014412,0.028795309364795685,0.12164564430713654,-0.07700927555561066,0.03153274208307266,0.03551745414733887,-0.05199611559510231,0.054219745099544525,0.00824963953346014,-0.02355668507516384,-0.10238376259803772,-0.009135142900049686,-0.01558616477996111,-0.040749337524175644,0.08869108557701111,-0.03918254375457764,-0.03813723847270012,-0.0422617569565773,0.007156164385378361,0.015424767509102821,-0.0146641181781888,-0.011533535085618496,-0.062127817422151566,-0.026349009945988655,-0.028656955808401108,0.007924270816147327,0.018999090418219566,-0.044596415013074875,-0.02693101204931736,-0.026797298341989517,0.00737305823713541,-0.0806366354227066,-0.036959145218133926,0.014373157173395157,0.009589619934558868],"section":"1106","text":"U.S.C. Title 16 - CONSERVATION 16 U.S.C. United States Code, 2024 Edition Title 16 - CONSERVATION CHAPTER 22 - INTERNATIONAL PARKS Sec. 1106 - Employees From the U.S. Government Publishing Office, www.gpo.gov \u00a71106. Employees The Commission may employ both United States and Canadian citizens. (Pub. L. 88\u2013363, \u00a77, July 7, 1964, 78 Stat. 300.)","title":"16"}],"validation_samples":[{"citation":"10 U.S.C. 512","embedding_model":"thenlper/gte-small","embedding_vector":[-0.0502375103533268,0.014242901466786861,0.06426414102315903,-0.07088052481412888,0.02799079194664955,0.00783135462552309,0.043821170926094055,0.014240549877285957,-0.021888524293899536,-0.026339823380112648,-0.0006594083970412612,-0.027195503935217857,0.029114848002791405,0.004075751639902592,0.00641989940777421,-0.00488234031945467,-0.034878090023994446,0.03250947967171669,-0.040982071310281754,0.059596505016088486,0.08637148141860962,0.012467165477573872,-0.001161058316938579,-0.021909089758992195,0.03503164276480675,0.03058447502553463,-0.08575836569070816,0.016642499715089798,-0.078757643699646,-0.18433676660060883,-0.018440021201968193,-0.0041676596738398075,0.03804445639252663,0.02565690502524376,-0.014009131118655205,-0.05999252200126648,0.0007743589812889695,0.028431938961148262,-0.022012438625097275,0.06634040921926498,0.03973432257771492,0.009768565185368061,-0.005949138198047876,-0.0428205244243145,-0.05584395304322243,-0.032695479691028595,-0.035454846918582916,-0.02484029345214367,0.030465396121144295,-0.05837191268801689,0.047955822199583054,-0.0007911495049484074,0.031497351825237274,0.07429607212543488,-0.010983350686728954,0.019273480400443077,0.05903433635830879,0.025372367352247238,0.06385631114244461,0.004433064721524715,0.017682813107967377,0.032710786908864975,-0.29453402757644653,0.06850925832986832,0.041889794170856476,0.030464669689536095,-0.008402593433856964,-0.027460334822535515,0.007732444442808628,-0.026094544678926468,-0.05385952815413475,0.023522188887000084,-0.01725289225578308,0.030075032263994217,-0.04071493446826935,0.002190621802583337,0.02332945354282856,-0.001672054291702807,-0.01921107992529869,-0.015070276334881783,-0.04884918034076691,-0.019040793180465698,-0.03120575100183487,-0.03811296075582504,-0.031129229813814163,-0.0467827171087265,0.032403334975242615,-0.03684054687619209,0.05116487294435501,0.021803556010127068,-0.041828569024801254,-0.036090683192014694,0.026791086420416832,0.04392176494002342,-0.08903520554304123,-0.02031148411333561,0.02620987594127655,-0.014637136831879616,-0.07000388950109482,0.206818625330925,-0.015949098393321037,0.028064874932169914,0.01891881413757801,0.015546412207186222,0.04669449105858803,-0.010114101693034172,0.018429573625326157,-0.006083804182708263,-0.04012318700551987,-0.029832908883690834,0.00898921862244606,0.024585086852312088,0.061050113290548325,-0.04812822863459587,0.019573768600821495,0.02561432495713234,0.05556420609354973,0.0576523095369339,0.0051470911130309105,0.0027743044774979353,-0.019872523844242096,-0.02499096654355526,-0.016661642119288445,-0.04990900307893753,-0.0004411359550431371,-0.09057282656431198,0.024399669840931892,0.09835893660783768,0.027537643909454346,-0.005406734999269247,0.058241814374923706,-0.01708211749792099,-0.052097827196121216,-0.06316381692886353,0.013587533496320248,0.02066241204738617,-0.017131594941020012,0.004154785070568323,0.005076188128441572,-0.02468402497470379,-0.0027202710043638945,-0.09816519170999527,-0.03862324357032776,-0.09676992893218994,-0.019404301419854164,0.12419294565916061,-0.023617077618837357,0.053899772465229034,-0.0020509022288024426,0.028589049354195595,-0.017843380570411682,0.050461020320653915,0.04117697477340698,-0.016554711386561394,0.0014473790070042014,0.05752956122159958,0.04220980405807495,0.030810879543423653,-0.06413194537162781,-0.007683673407882452,0.03046225942671299,-0.04553989693522453,-0.02306644804775715,0.12139639258384705,0.03483986109495163,-0.05824341997504234,-0.010745103470981121,-0.010277572087943554,-0.02156326361000538,-0.01877683959901333,0.04352805018424988,0.001658507389947772,-0.016393717378377914,0.025859259068965912,0.1096782460808754,0.019031820818781853,0.007922791875898838,0.0067352610640227795,-0.03410255163908005,0.012711064890027046,0.04969596862792969,-0.04046948626637459,-0.0476670004427433,0.04877689108252525,0.05321372300386429,-0.018317999318242073,-0.07050622254610062,-0.03564191609621048,0.058797817677259445,0.056715741753578186,-0.03823937848210335,0.050407774746418,-0.05198589339852333,-0.0172232985496521,-0.03455575555562973,-0.025938814505934715,-0.062060073018074036,-0.025168968364596367,0.023778317496180534,-0.028438951820135117,0.03545890003442764,0.00021162779012229294,-0.04798770695924759,0.04160366207361221,0.04806589335203171,0.014043739065527916,0.011413201689720154,0.014441096223890781,-0.0074252774938941,0.0714074894785881,-0.044247642159461975,0.02587382309138775,0.05802743136882782,-0.015163814648985863,-0.02378789335489273,-0.016096578910946846,-0.013312021270394325,0.04647931829094887,-0.0030066913459450006,-0.004833817481994629,0.01036381721496582,-0.048296790570020676,0.042524952441453934,-0.17635928094387054,0.062387865036726,-0.009717225097119808,-0.04819818213582039,-0.0087284492328763,-0.027972612529993057,0.028781726956367493,0.029295923188328743,-0.00815640203654766,0.03365658223628998,0.09476709365844727,-0.0014091471675783396,-0.035831354558467865,-0.00012769835302606225,-0.01909593865275383,0.07451615482568741,0.029865369200706482,-0.025270435959100723,-0.011102065443992615,-0.03630916029214859,0.04743383824825287,0.0048531838692724705,-0.04294739291071892,-0.0029634973034262657,0.059285834431648254,0.0315694622695446,0.14397475123405457,0.03362293913960457,0.002175295725464821,-0.010133861564099789,0.07190649956464767,0.012355939485132694,0.014515195041894913,-0.10262364894151688,0.07161456346511841,0.03769078850746155,-0.04117748886346817,-0.009653040207922459,0.012002968229353428,-0.05072475224733353,-0.018544888123869896,0.04745636507868767,-0.00801464170217514,-0.04186328500509262,0.009025235660374165,-0.05851227790117264,-0.02647327445447445,0.0351003035902977,-0.0477650947868824,0.014940036460757256,0.03129187598824501,-0.013089657761156559,0.003170184325426817,0.04085608199238777,-0.022467847913503647,-0.04265163838863373,-0.07167667895555496,-0.011522268876433372,-0.019707944244146347,0.03977475315332413,0.01400595810264349,-0.03990846872329712,-0.013434297405183315,-0.06458780914545059,0.048357103019952774,-0.013435103930532932,-0.034341711550951004,-0.030251137912273407,0.0524885393679142,-0.07422967255115509,0.016250938177108765,0.0462348572909832,0.009972433559596539,-0.06851284950971603,0.04347243160009384,0.034303054213523865,-0.022982146590948105,-0.021212277933955193,-0.04707620292901993,-0.04424833506345749,0.02078608050942421,-0.007419833913445473,0.03759126737713814,-0.0063773770816624165,0.004746685270220041,-0.027833424508571625,-0.014844818972051144,0.028585141524672508,0.059033334255218506,-0.020990101620554924,0.017742855474352837,0.038903333246707916,-0.0710640698671341,0.017766684293746948,0.009852126240730286,-0.02238975651562214,-0.31733593344688416,0.04661769047379494,0.06397835165262222,0.029306048527359962,0.005784452892839909,-0.003684102790430188,0.07085922360420227,-0.005322954151779413,-0.10248970240354538,0.021021904423832893,0.036853939294815063,0.029395023360848427,0.02838701568543911,-0.01078701764345169,-0.029028981924057007,0.046609923243522644,0.04801049456000328,-0.06338190287351608,0.03339824452996254,-0.03864968195557594,0.06013929471373558,-0.005555254407227039,0.2130897045135498,0.00595931988209486,0.029030516743659973,0.021480707451701164,0.0296616293489933,0.004215682856738567,0.036822546273469925,-0.018317747861146927,0.03374824300408363,0.0145518584176898,0.13354332745075226,-0.08950649946928024,0.026546752080321312,0.054127659648656845,-0.04433733969926834,0.07832121849060059,0.00921113882213831,-0.028329238295555115,-0.09731238335371017,-0.02350381575524807,-0.0006228751153685153,0.019871007651090622,0.12428362667560577,-0.01656332053244114,-0.06762416660785675,-0.061182986944913864,0.01275821216404438,-0.0024896191898733377,-0.036617133766412735,-0.012985789217054844,-0.03819231688976288,-0.0298589039593935,0.013310946524143219,-0.014258475974202156,0.0037850425578653812,-0.012416385114192963,-0.034309811890125275,-0.028886711224913597,-0.0007741427980363369,-0.07208658754825592,0.0023148967884480953,0.03283986449241638,0.04212033376097679],"section":"512","text":"U.S.C. Title 10 - ARMED FORCES 10 U.S.C. United States Code, 2024 Edition Title 10 - ARMED FORCES Subtitle A - General Military Law PART II - PERSONNEL CHAPTER 31 - ENLISTMENTS Sec. 512 - Renumbered \u00a712104 From the U.S. Government Publishing Office, www.gpo.gov [\u00a7512. Renumbered \u00a712104]","title":"10"},{"citation":"1 U.S.C. 102","embedding_model":"thenlper/gte-small","embedding_vector":[-0.0009389985934831202,-0.014427747577428818,0.07743794471025467,-0.05278586596250534,-0.015298787504434586,-0.00580942165106535,0.023022640496492386,0.01986207626760006,0.004043402150273323,-0.0042971232905983925,0.0028678178787231445,-0.0067367092706263065,0.059565890580415726,0.021737001836299896,0.01711766980588436,-0.016560154035687447,-0.02678736299276352,0.051741622388362885,-0.07344047725200653,0.053952351212501526,0.06720650941133499,0.012414442375302315,-0.030464882031083107,-0.03722080960869789,0.030303681269288063,0.04674831032752991,-0.07517998665571213,-0.05346990004181862,-0.01690112240612507,-0.19562101364135742,-0.01956797204911709,-0.028454922139644623,-0.007625449448823929,-0.0010029459372162819,-0.024141019210219383,-0.05503816157579422,-0.0027197562158107758,0.022605594247579575,-0.0480559803545475,0.031091567128896713,0.059234727174043655,0.03178367391228676,-0.01717298850417137,-0.05421869084239006,-0.0017222706228494644,-0.04087705537676811,-0.0455707423388958,-0.0018478743731975555,-0.014320025220513344,-0.041962746530771255,0.007562245707958937,0.03139033913612366,-0.014840573072433472,0.07745269685983658,0.011892199516296387,0.031333234161138535,0.04743129760026932,0.0313546285033226,0.043262697756290436,0.038435228168964386,0.018278077244758606,0.02357584424316883,-0.30398330092430115,0.0953340008854866,0.016931727528572083,0.04923715442419052,-0.0031602000817656517,-0.007936433888971806,0.05393129587173462,0.05058673396706581,-0.046723198145627975,0.006017010193318129,-0.03166264295578003,0.025667184963822365,-0.033686306327581406,-0.0028087396640330553,-0.0020447552669793367,-0.01690930686891079,0.023508653044700623,0.02260619029402733,-0.028599940240383148,0.007376974448561668,-0.028769098222255707,-0.06932954490184784,-0.02228614315390587,-0.08411874622106552,0.008748587220907211,-0.03957831859588623,0.03693970665335655,0.018942968919873238,-0.04852543771266937,-0.04700923711061478,0.015448842197656631,0.05591888353228569,-0.10088906437158585,-0.03455594554543495,0.01824476197361946,0.014479553326964378,0.009649661369621754,0.20417137444019318,-0.042148567736148834,0.0032742926850914955,0.03753334656357765,-0.010428057052195072,0.04580973461270332,0.01657617837190628,0.03263997286558151,-0.017531009390950203,-0.031464871019124985,-0.015690315514802933,-0.0004353962722234428,-0.00420710165053606,0.04842585325241089,-0.04240870103240013,0.022015707567334175,0.0065409536473453045,0.03540418669581413,0.06599194556474686,0.010816716589033604,-0.0382697619497776,0.014063095673918724,-0.0179815124720335,0.020078841596841812,-0.024174202233552933,-0.024854129180312157,-0.07723211497068405,0.0696362555027008,0.10253256559371948,0.010603646747767925,0.011806945316493511,0.036140844225883484,-0.02942098304629326,-0.030586017295718193,-0.04226234555244446,0.017711952328681946,0.031609926372766495,0.004914820194244385,0.041749607771635056,-0.008811249397695065,-0.028801647946238518,-0.016325097531080246,-0.10334914177656174,-0.03410600125789642,-0.08200379461050034,-0.05171466991305351,0.13321854174137115,-0.034405432641506195,0.05014651268720627,-0.027014007791876793,0.01521580945700407,-0.01457605604082346,0.04873904585838318,0.005752152763307095,-0.034088119864463806,0.0151579100638628,0.04736345633864403,0.033206507563591,-0.007044232450425625,-0.029408764094114304,0.009874967858195305,0.020458046346902847,-0.02830984815955162,-0.05417598783969879,0.1313716322183609,0.05229360982775688,-0.08582153916358948,-0.013878311030566692,-0.008012351579964161,0.01783948391675949,-0.004999785218387842,0.037515271455049515,-0.0008511749329045415,-0.018012817949056625,0.003458874300122261,0.06525804847478867,0.07067310065031052,0.02223469503223896,0.004744449630379677,-0.011719942092895508,0.028800858184695244,0.06687521189451218,-0.07579732686281204,-0.05012361332774162,0.006566950120031834,0.04473290964961052,-0.04931773245334625,-0.06114836782217026,0.021973269060254097,0.031217094510793686,0.028548577800393105,-0.06777410954236984,0.03895537927746773,-0.08658408373594284,0.0009188837721012533,-0.003718193154782057,-0.03467293828725815,-0.04656660556793213,-0.04061353579163551,0.003485047724097967,-0.02851814031600952,0.04474979639053345,-0.009080423042178154,-0.05843166634440422,0.07842225581407547,0.05752955377101898,0.02308114804327488,-0.00525697274133563,0.005012701265513897,-0.010041332803666592,0.030721642076969147,-0.019231103360652924,0.03323028236627579,0.03531407192349434,-0.0247200895100832,0.008271344937384129,0.02294779382646084,0.02535388618707657,0.028111625462770462,0.0031459054443985224,0.03207957744598389,0.03018852509558201,-0.04185525327920914,0.018707511946558952,-0.1916329264640808,0.024730561301112175,-0.028187472373247147,-0.038553059101104736,0.012728503905236721,-0.05569278076291084,0.025215966627001762,-0.02345162071287632,-0.0473325252532959,0.056308429688215256,0.05632687732577324,-0.01958237588405609,-0.028745219111442566,0.03492401912808418,-0.02118309959769249,0.012815411202609539,0.008074380457401276,0.03015577420592308,-0.01084944512695074,0.02350272238254547,0.009549734182655811,0.003684932366013527,-0.02925911545753479,-0.02615591697394848,0.03958279639482498,0.006178674288094044,0.13073115050792694,0.027732806280255318,0.013121876865625381,-0.011164804920554161,0.0590023398399353,0.02870696783065796,-0.032317910343408585,-0.10739707946777344,0.020117469131946564,0.07503241300582886,-0.034412357956171036,-0.004455110523849726,-0.05071324110031128,-0.014051987789571285,0.0018715016776695848,0.048254914581775665,-0.05464906245470047,-0.059360627084970474,0.03575865551829338,-0.034849509596824646,-0.009443347342312336,0.03610781952738762,-0.01540624164044857,-0.02833029255270958,0.039894748479127884,-0.015277351252734661,0.02354690060019493,0.033880408853292465,0.005413534585386515,-0.03286784887313843,-0.06000179424881935,-0.013668984174728394,-0.029187215492129326,0.01314509566873312,-0.02384467050433159,-0.055211737751960754,0.03769173100590706,-0.053119078278541565,0.08090979605913162,0.015607045032083988,0.027930613607168198,-0.020054323598742485,0.029526371508836746,-0.027157016098499298,-0.0056394124403595924,0.013553565368056297,-0.024342194199562073,-0.06266751885414124,0.025145284831523895,0.0514085479080677,0.015597153455018997,-0.01658351719379425,-0.030160285532474518,-0.0484340637922287,0.03451147302985191,-0.019690752029418945,0.056567221879959106,-0.028103582561016083,0.013893074356019497,0.030927443876862526,0.00045386655256152153,0.005412727128714323,0.021047379821538925,-0.03937206417322159,0.021030202507972717,0.02252577245235443,-0.04019780829548836,-0.022029152140021324,0.017423884943127632,-0.0013859375612810254,-0.32449811697006226,0.023272499442100525,0.05501987785100937,0.008414828218519688,-0.03853236511349678,0.02862222120165825,0.04523357376456261,0.0024929367937147617,-0.10846064239740372,0.014241313561797142,0.010433808900415897,0.042512744665145874,0.016597995534539223,0.02445874735713005,-0.006777697242796421,0.04551073908805847,0.07517128437757492,-0.09246479719877243,0.065822534263134,-0.07540985196828842,0.050103239715099335,0.03781227394938469,0.21921569108963013,0.003082048613578081,-0.0008694121497683227,-0.007114957086741924,0.003764266148209572,-3.369728074176237e-05,0.026308730244636536,-0.0014269616222009063,0.04861258715391159,0.04349388927221298,0.10186281055212021,-0.04611197113990784,0.07067102193832397,0.05507713928818703,-0.04200832545757294,0.07259829342365265,0.05522969365119934,-0.011757631786167622,-0.0912359356880188,-0.008239585906267166,-0.00492310943081975,-0.044393155723810196,0.12796702980995178,-0.004801818635314703,-0.08313823491334915,-0.08591251820325851,0.026735670864582062,0.031615156680345535,-0.032303374260663986,0.012652401812374592,-0.06569784134626389,-0.023035364225506783,-0.005639533046633005,0.0033418138045817614,-0.011893980205059052,0.017345909029245377,-0.020199691876769066,0.00020189811766613275,-0.0228880625218153,-0.03672664240002632,-0.006000686436891556,0.027262503281235695,0.007830739952623844],"section":"102","text":"U.S.C. Title 1 - GENERAL PROVISIONS 1 U.S.C. United States Code, 2024 Edition Title 1 - GENERAL PROVISIONS CHAPTER 2 - ACTS AND RESOLUTIONS; FORMALITIES OF ENACTMENT; REPEALS; SEALING OF INSTRUMENTS Sec. 102 - Resolving clause From the U.S. Government Publishing Office, www.gpo.gov \u00a7102. Resolving clause The resolving clause of all joint resolutions shall be in the following form: \"Resolved by the Senate and House of Representatives of the United States of America in Congress assembled.\" (July 30, 1947, ch. 388, 61 Stat. 634.)","title":"1"},{"citation":"12 U.S.C. 165","embedding_model":"thenlper/gte-small","embedding_vector":[-0.0033085558097809553,-0.03030678816139698,0.05204152315855026,-0.04105367138981819,0.028887391090393066,-0.002486811252310872,0.015552579425275326,0.02527458406984806,-0.009537216275930405,0.001385565847158432,-0.039294831454753876,-0.009866629727184772,-0.00015651187277399004,-0.014089509844779968,-0.002190221333876252,-0.032021813094615936,-0.04465212672948837,0.011900261975824833,-0.04638652503490448,0.09824023395776749,0.09877023100852966,-0.006021737586706877,-0.02032696269452572,-0.06308894604444504,0.05896139144897461,0.04572019353508949,-0.07255101203918457,-0.04215412214398384,-0.061902087181806564,-0.17870110273361206,-0.0007440740009769797,-0.02668754942715168,0.03419521823525429,-0.025383885949850082,-0.007397126406431198,-0.054291293025016785,-0.03484932705760002,0.03916388377547264,-0.025422995910048485,0.045094989240169525,0.019326645880937576,0.016137346625328064,0.007955273613333702,-0.04682367667555809,-0.05321614444255829,-0.05147334188222885,-0.023811999708414078,0.0005289075197651982,0.01743597537279129,-0.058523036539554596,0.028355063870549202,-0.015319149009883404,0.04605475440621376,0.07749579101800919,-0.004845073912292719,0.060181740671396255,0.03212380409240723,0.008962317369878292,0.06154868006706238,0.04223180562257767,0.05593243986368179,0.04397020861506462,-0.25722867250442505,0.0726209431886673,0.03650471568107605,0.09639711678028107,-0.03530064970254898,-0.019661059603095055,0.024810874834656715,0.008292807266116142,-0.0036206746008247137,-0.01006312109529972,-0.019088897854089737,0.055581770837306976,0.021040812134742737,0.02369784750044346,-0.00395948113873601,-0.043422501534223557,0.005869716871529818,0.006209906190633774,-0.01751566119492054,-0.05270132049918175,0.001977815991267562,-0.053526151925325394,-0.04835297912359238,-0.03245202451944351,0.006715234834700823,-0.02988935448229313,0.0398857481777668,0.010771515779197216,-0.008600861765444279,-0.04694241285324097,0.04282550513744354,0.023020273074507713,-0.09269337356090546,-0.0156010203063488,0.028833268210291862,0.011667141690850258,-0.030087843537330627,0.19980143010616302,0.00937796849757433,0.0232459157705307,0.02538895420730114,-0.004286010283976793,0.01907637156546116,-0.04752638190984726,0.023694580420851707,0.002132178982719779,-0.004383462946861982,0.0032677811104804277,0.0013374598929658532,0.018808919936418533,0.08927381783723831,-0.06929018348455429,0.017056019976735115,0.019336089491844177,0.06304806470870972,0.023056870326399803,-0.026363974437117577,0.0026924454141408205,-0.00508567038923502,-0.025685667991638184,-0.013019160367548466,0.003914566710591316,-0.03208024427294731,-0.0537504106760025,0.046412598341703415,0.09997888654470444,0.0018731396412476897,0.032548777759075165,0.04497065022587776,-0.03638043254613876,-0.04281991720199585,-0.029744774103164673,0.020053023472428322,-0.0001786301436368376,-0.011646519415080547,0.014260362833738327,0.047625452280044556,-0.06758031994104385,0.0036563733592629433,-0.10038866102695465,-0.03712647408246994,-0.06535493582487106,-0.03191717714071274,0.1165907084941864,-0.03595569357275963,0.019614921882748604,-0.04528351500630379,-0.014680691063404083,-0.002743462100625038,0.05275776609778404,-0.021168602630496025,-0.022564386948943138,-0.02771914191544056,0.06137076020240784,0.04166998341679573,0.052681129425764084,-0.028207773342728615,-0.0038458770141005516,0.019840452820062637,-0.055178213864564896,-0.021715961396694183,0.10017292201519012,0.04036619886755943,-0.05722520127892494,0.007907908409833908,4.434668517205864e-05,0.02046661078929901,-0.005723666865378618,0.025291988626122475,0.02183295227587223,-0.09047196060419083,0.005737759172916412,0.08692211657762527,0.03055540658533573,0.02683870494365692,0.020682210102677345,-0.013870218768715858,-0.02103850059211254,0.04240931570529938,-0.06831346452236176,-0.05425237864255905,0.02547071874141693,0.05669517070055008,-0.022155242040753365,-0.056638315320014954,-0.05241261050105095,0.03442521020770073,0.0720721110701561,-0.06532783806324005,0.015848733484745026,-0.05919715017080307,0.011324994266033173,-0.04066646471619606,-0.015978561714291573,-0.029619328677654266,-0.032262638211250305,-0.027362557128071785,-0.05458426475524902,0.06851823627948761,0.020680103451013565,-0.016482077538967133,0.014661229215562344,0.03800291195511818,0.008589970879256725,0.034057557582855225,-0.035277191549539566,-0.005619228817522526,0.048436135053634644,-0.022522995248436928,0.04667661339044571,0.04426706209778786,-0.0326666533946991,-0.03044494241476059,-0.05030098930001259,0.04056477174162865,0.020205989480018616,0.036346953362226486,0.02043413557112217,0.026610376313328743,-0.031008629128336906,0.005574225448071957,-0.21818311512470245,0.0065135774202644825,-0.016892429441213608,-0.030835885554552078,-0.004102462437003851,-0.060690708458423615,0.020816033706068993,0.0011206887429580092,-0.013193188235163689,0.0628669336438179,0.04533609375357628,0.0030805966816842556,-0.045255742967128754,0.0231067705899477,-0.0066544050350785255,0.05692450329661369,-0.008672620169818401,-0.00619926443323493,-0.025096114724874496,-0.014055033214390278,-0.00021109283261466771,0.018648145720362663,-0.02647329308092594,-0.017724579200148582,0.04274369031190872,-0.024711085483431816,0.1433674395084381,-0.038326673209667206,0.02318445034325123,0.02272210270166397,0.033396489918231964,-0.0042486307211220264,-0.003994194325059652,-0.10190428793430328,0.04828659072518349,0.04559239745140076,-0.04228264093399048,0.02669445425271988,-0.06159789487719536,-0.032593611627817154,0.0038483983371406794,0.037728648632764816,0.005259799771010876,-0.03066430054605007,0.05408376455307007,-0.03237442672252655,-0.010203409008681774,0.039306577295064926,-0.02946537174284458,0.007509119343012571,0.04443533346056938,-0.037671372294425964,0.0028153720777481794,0.042602088302373886,0.018313810229301453,-0.06932728737592697,-0.1100463792681694,0.023365743458271027,-0.04628562927246094,0.06441309303045273,-0.002927649999037385,-0.0792090892791748,0.0142907639965415,-0.06433272361755371,0.06197728216648102,0.013920781202614307,-0.03952479362487793,0.011494702659547329,0.041648395359516144,-0.02175254188477993,-0.04385975003242493,0.06630076467990875,-0.0038546782452613115,-0.0744088813662529,0.010437441058456898,0.033464882522821426,0.026354236528277397,-0.06342528015375137,-0.03696701303124428,-0.06489869952201843,0.024638215079903603,-0.014673718251287937,0.0721340924501419,0.04347981885075569,0.023265644907951355,0.05559703707695007,0.000769776466768235,0.011236174032092094,0.04409055784344673,-0.04672927409410477,-0.004634328652173281,0.06804847717285156,-0.051970284432172775,0.004804230760782957,0.023713530972599983,-0.023637527599930763,-0.2928714454174042,0.022023681551218033,0.03299111872911453,0.020251644775271416,-0.027839815244078636,0.015930140390992165,0.0605948232114315,-0.016776232048869133,-0.10360243171453476,0.026051249355077744,0.04844031110405922,0.04462500289082527,0.02336503192782402,-0.035260867327451706,-0.047618020325899124,0.040570687502622604,0.07632214576005936,-0.05439581349492073,0.07506518065929413,-0.03652261942625046,0.03243760019540787,0.016016246750950813,0.21893011033535004,-0.010397328995168209,0.03436288237571716,-0.01578577607870102,-0.034058962017297745,0.029912631958723068,0.07522769272327423,0.0035854114685207605,0.040405720472335815,0.06222894415259361,0.12384741753339767,-0.10355493426322937,0.004715194460004568,0.075107142329216,-0.04863324761390686,0.06040998920798302,0.02500874735414982,-0.04762870445847511,-0.09454502910375595,-0.004789786878973246,-0.015812113881111145,-0.01974465139210224,0.1066250205039978,-0.012276050634682178,-0.0667528510093689,-0.057957973331213,0.029921771958470345,0.03845140337944031,0.009053308516740799,-0.013472561724483967,-0.022242629900574684,0.04905950650572777,0.036620501428842545,-0.008108749985694885,-0.008508207276463509,-0.02786441333591938,-0.015828832983970642,-0.008853282779455185,0.017553381621837616,-0.036915019154548645,-0.036427468061447144,0.01646050065755844,0.03315041586756706],"section":"165","text":"U.S.C. Title 12 - BANKS AND BANKING 12 U.S.C. United States Code, 2024 Edition Title 12 - BANKS AND BANKING CHAPTER 2 - NATIONAL BANKS SUBCHAPTER X - BANK EXAMINATIONS; REPORTS Sec. 165 - Omitted From the U.S. Government Publishing Office, www.gpo.gov \u00a7165. Omitted Editorial Notes Codification Section, R.S. \u00a75241, related to limitation of visitorial powers. See section 484 of this title.","title":"12"},{"citation":"54 U.S.C. 101933.","embedding_model":"thenlper/gte-small","embedding_vector":[-0.03232159465551376,-0.035605818033218384,0.012122624553740025,-0.07150579988956451,0.0026515498757362366,0.0066570197232067585,0.05209473893046379,0.03327374532818794,0.020837655290961266,-0.008341946639120579,0.0036037012469023466,-0.01862863264977932,0.015611537732183933,0.011629654094576836,-0.015980729833245277,-0.04110288619995117,-0.0001807961380109191,0.07887750118970871,-0.053538791835308075,0.055789731442928314,0.09900198131799698,-0.017441583797335625,-0.041259460151195526,0.00782072450965643,0.032902419567108154,0.016432952135801315,-0.05491374433040619,-0.004792783875018358,-0.015965048223733902,-0.16792996227741241,-0.027092760428786278,-0.05213247612118721,0.00013819560990668833,-0.017406567931175232,0.03165065497159958,-0.03381723538041115,-0.03369152173399925,0.02152070589363575,0.01247903797775507,0.09188394248485565,0.05748557671904564,0.022450551390647888,0.009491612203419209,-0.05591550096869469,-0.0839797779917717,-0.03402583673596382,-0.02522076852619648,-0.013981143943965435,0.019422506913542747,-0.03144904598593712,0.014980546198785305,-0.0502491220831871,0.017174007371068,0.08034934103488922,-0.03573967516422272,0.025326278060674667,0.04814184829592705,0.002663972554728389,0.08779595047235489,-0.014246469363570213,0.012037876062095165,-0.015005990862846375,-0.25692591071128845,0.05814236402511597,0.030494336038827896,-0.0018649024423211813,-0.015923988074064255,0.02593960240483284,-0.004483782220631838,0.037908539175987244,-0.019526416435837746,0.03902047872543335,-0.02579532377421856,0.051789697259664536,0.03249127417802811,-0.004019215703010559,0.006703514140099287,-0.024701690301299095,-0.02452896535396576,-0.033100079745054245,-0.019879812374711037,-0.05474885180592537,-0.031219197437167168,-0.017312301322817802,-0.07197020947933197,-0.015656227245926857,0.0014899771194905043,-0.043537914752960205,0.04183055832982063,0.036675337702035904,-0.026140647009015083,-0.07732559740543365,-0.02996676228940487,-0.01248344499617815,-0.08519690483808517,-0.04686060920357704,0.04027842357754707,-0.012600979767739773,-0.05671973526477814,0.21225105226039886,-0.07062496989965439,0.029307063668966293,0.002708696760237217,-0.020659662783145905,0.057950399816036224,0.004007709212601185,-0.03582834452390671,0.012246394529938698,-0.041211508214473724,0.0026290337555110455,-0.03427014499902725,0.03823136165738106,0.08972946554422379,-0.011267352849245071,-0.001600302872247994,0.039215777069330215,0.02485177293419838,0.046033695340156555,0.008181575685739517,-0.011293682269752026,-0.004561541136354208,0.009720896370708942,0.0009171635028906167,0.013196688145399094,-0.06210276484489441,-0.06407983601093292,0.08026550710201263,0.07702407240867615,0.01667829230427742,0.010007480159401894,0.024939673021435738,-0.03745805844664574,-0.033593807369470596,-0.009893414564430714,-0.014142143540084362,0.030812012031674385,-0.00413033040240407,0.05132167786359787,0.04279135912656784,-0.011202841065824032,-0.01609884947538376,-0.12424086779356003,-0.01614760234951973,-0.09814971685409546,0.003637617453932762,0.1072782352566719,0.010792173445224762,0.06913693994283676,-0.07920526713132858,0.018564142286777496,-0.04513378441333771,0.07637051492929459,0.04123343899846077,-0.015685157850384712,0.0047406991943717,0.02187870442867279,0.055494848638772964,0.015643684193491936,-0.04673934355378151,0.01747805066406727,0.03704388067126274,-0.04870308190584183,0.005443735979497433,0.14462389051914215,0.01940516196191311,-0.06349720805883408,0.003277243347838521,0.01027435902506113,-0.0037389255594462156,-0.012171604670584202,0.015964176505804062,0.03132443130016327,-0.01956002600491047,0.03173619881272316,0.09323544055223465,0.03610582649707794,-0.0034669230226427317,0.01786981336772442,-0.01563224568963051,0.005627731326967478,0.002659142017364502,-0.03120102547109127,-0.052684735506772995,0.05020151287317276,0.05355938896536827,-0.007686799857765436,-0.015493413433432579,-0.024626322090625763,0.026406344026327133,0.03316303342580795,-0.06951542943716049,0.05645730346441269,-0.052228812128305435,0.0005410828744061291,-0.0056616393849253654,-0.01593698561191559,-0.019243236631155014,-0.025616180151700974,0.04243197664618492,-0.07930910587310791,0.05601733922958374,-0.0038874272722750902,-0.055458810180425644,0.005152703262865543,0.07690548896789551,0.01658621057868004,0.026944179087877274,0.020413154736161232,0.0482194647192955,0.004249616526067257,-0.05534956604242325,0.015566891990602016,0.025331009179353714,-0.017261425033211708,-0.011377686634659767,0.043847162276506424,-0.026768315583467484,0.055740438401699066,0.036918044090270996,0.010361666791141033,0.025531450286507607,0.0027936880942434072,0.013628698885440826,-0.20026202499866486,0.02708078734576702,-0.019072839990258217,-0.028398338705301285,0.05829678848385811,-0.021557923406362534,0.023965394124388695,-0.027061399072408676,-0.027401719242334366,0.008774994872510433,0.06684496253728867,0.004147212952375412,-0.069408118724823,-0.019175313413143158,0.009022877551615238,0.018951304256916046,0.01107979379594326,-0.01442323811352253,-0.028824713081121445,-0.015302249230444431,-0.0001459612394683063,0.015483240596950054,-0.026468146592378616,-0.04737076908349991,0.05056848004460335,0.01481012161821127,0.1868899017572403,-0.0034510199911892414,-0.009539122693240643,-0.07554086297750473,0.071609266102314,-0.05151158943772316,-0.026034507900476456,-0.08429105579853058,0.011632576584815979,0.025593571364879608,-0.030767297372221947,0.0007367735379375517,-0.04375654458999634,-0.04878664389252663,-0.0459088534116745,0.03713966906070709,-0.018556417897343636,-0.006649920251220465,0.013757765293121338,-0.027736371383070946,-0.045766789466142654,0.04062395542860031,-0.06753099709749222,0.04003359377384186,0.0198542270809412,-0.017498735338449478,0.022916750982403755,0.08823152631521225,0.03531523048877716,-0.045531485229730606,-0.05011039599776268,0.025678766891360283,0.0026401891373097897,-0.01018934790045023,0.01881476119160652,-0.018468374386429787,0.03224250301718712,-0.046291790902614594,0.053687989711761475,0.030481303110718727,-0.006741052493453026,-0.014167876914143562,0.011755515821278095,-0.0566646046936512,-0.02203933522105217,0.09558307379484177,0.010598401539027691,-0.08189841359853745,0.046890806406736374,0.01081162877380848,-0.003484054235741496,-0.028675347566604614,-0.03274347633123398,-0.0010672596981748939,0.014787863940000534,-0.05454222857952118,0.04328519478440285,0.0003574313595890999,0.02968393824994564,0.005206176079809666,0.012864713557064533,0.06604969501495361,-0.011274627409875393,-0.04342404752969742,-0.0024868145119398832,0.04016369581222534,-0.03992689028382301,0.023102767765522003,0.051470134407281876,-0.02356443926692009,-0.3343866765499115,0.01860610768198967,0.031858112663030624,-0.0032130072358995676,-0.051998697221279144,0.02875596657395363,0.015189873985946178,0.022977160289883614,-0.07356417924165726,0.03802953660488129,0.035649269819259644,0.002469867467880249,0.024896714836359024,-0.030414121225476265,0.008755880407989025,0.0047240653075277805,0.021286163479089737,-0.04213627800345421,0.03474706783890724,-0.01144075021147728,0.03266884759068489,0.02146966941654682,0.23460298776626587,-0.016668355092406273,0.06879649311304092,-0.009713281877338886,-0.01397059578448534,0.04279734566807747,0.03896959498524666,-0.05064576119184494,0.012797159142792225,0.0034622999373823404,0.14104904234409332,-0.05357908084988594,0.040672920644283295,0.06193605810403824,-0.028297681361436844,0.06772874295711517,0.03178336098790169,-0.01629304513335228,-0.0877426415681839,0.003015886526554823,-0.02511059306561947,0.02620956301689148,0.07684114575386047,-0.009318308904767036,-0.029464898630976677,-0.07044330984354019,0.01017224881798029,0.027622580528259277,-0.046593647450208664,-0.0007250451017171144,-0.010307921096682549,0.02966214530169964,0.00970948301255703,-0.014711075462400913,-0.018295571208000183,-0.030233586207032204,-0.04426790401339531,-0.04743925854563713,0.004293667618185282,-0.07248897105455399,-0.0033166580833494663,0.05655520036816597,0.03133731707930565],"section":"101933.","text":"\u00a7101933. Term of commercial services contracts A commercial services contract entered into pursuant to this title shall be awarded for a term not to exceed 10 years. (Added Pub. L. 114\u2013289, title VII, \u00a7701, Dec. 16, 2016, 130 Stat. 1493.)","title":"54"}],"weight_publication":null,"work_id":"span-attempt-a4eb13f3b70992a42c5456a4adf2e3ca787863fc0221df3ded8ff48ddf9348fb","worker_receipt":{"admitted":false,"arrow_feature_statistics_after_training":null,"arrow_feature_statistics_before_training":null,"arrow_feature_weights_artifact":null,"base_checkpoint":{"bytes":14408753,"path":"/home/barberb/lift_coding/external/ipfs_datasets/workspace/test-logs/federal-corpus-audits/feature-pretraining-smoke-20260930/distributed-worker-a-32t4v-r2/jobs/span-attempt-a4eb13f3b70992a42c5456a4adf2e3ca787863fc0221df3ded8ff48ddf9348fb/attempt-1/artifacts/b9/b98fb4058257adb55ed36767d3577714183c06a7ef9c050603950e12ca260f19","sha256":"b98fb4058257adb55ed36767d3577714183c06a7ef9c050603950e12ca260f19"},"base_checkpoint_chain_depth":0,"base_checkpoint_dependencies":[],"base_checkpoint_load_seconds":0.2828862965106964,"base_checkpoint_replayed_patch_bytes":0,"base_materialized_checkpoint":{"bytes":14408753,"sha256":"b98fb4058257adb55ed36767d3577714183c06a7ef9c050603950e12ca260f19"},"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":"d7f0de379df3b352e4fc732eb8ffe32bf797a0c6719ecce02188d5fbce2701b1","compiler_quality_family_logits":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","decoded_embeddings":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","decompiler_plan_embedding_weights":"1633bab8a2c62f895c69e31f17d16551d676c86d4569b280a3cdcc7b31a4a287","decompiler_plan_family_logits":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","decompiler_plan_legal_ir_view_logits":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","family_embedding_weights":"1bf3c72ebc5afa03caf244653d1347ef5654a279c2e32b5dcda2a81358ed0486","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":"ccdd2df916e172ddcba85716fce76f289584746f423d52f6867a876f0cab2f81","logic_signature_family_logits":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","logic_signature_legal_ir_view_logits":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","predicate_argument_embedding_weights":"6667c89ce24820a600c4a492ef1d65004e77dc9df5f6ceac8f527f35b982d589","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":"646140cb9e592034952e10162ff2bef906b2c5496952aa19ab7e5d55352e2560","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":"551a063c3e04ea02f40389ceb01033a06d8200ee58e53a3cf6e1da43144397c4","metric_lineage_digest":"12eb2bb68ba375d5d2911dd06c1b8d0c51e962e7732ad54572514b9231ac4d34","revision":0,"schema_version":"modal-autoencoder-incremental-state-identity-v1","state_schema_version":"modal-autoencoder-state-v1"},"base_version_id":"sha256:63384fed44292a665b5306be80851996f870f70fd1aa08e18166b7161abae812","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":942,"path":"/home/barberb/lift_coding/external/ipfs_datasets/workspace/test-logs/federal-corpus-audits/feature-pretraining-smoke-20260930/distributed-worker-a-32t4v-r2/jobs/span-attempt-a4eb13f3b70992a42c5456a4adf2e3ca787863fc0221df3ded8ff48ddf9348fb/attempt-1/progress/outputs/incremental-17f879747460eaa9bbb253ba5b73f6aa0a014ec31ec00b3099d657f267bd127e/candidate.manifest.json","sha256":"e945353ce7ae4b8d7e29d5e8a5b18c207731864da6c9377f4b6e47a5c425ad38"},"candidate_materialized_checkpoint":{"bytes":14408753,"sha256":"b98fb4058257adb55ed36767d3577714183c06a7ef9c050603950e12ca260f19"},"candidate_serialization_seconds":0.5756949065253139,"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":"d7f0de379df3b352e4fc732eb8ffe32bf797a0c6719ecce02188d5fbce2701b1","compiler_quality_family_logits":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","decoded_embeddings":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","decompiler_plan_embedding_weights":"1633bab8a2c62f895c69e31f17d16551d676c86d4569b280a3cdcc7b31a4a287","decompiler_plan_family_logits":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","decompiler_plan_legal_ir_view_logits":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","family_embedding_weights":"1bf3c72ebc5afa03caf244653d1347ef5654a279c2e32b5dcda2a81358ed0486","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":"ccdd2df916e172ddcba85716fce76f289584746f423d52f6867a876f0cab2f81","logic_signature_family_logits":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","logic_signature_legal_ir_view_logits":"44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a","predicate_argument_embedding_weights":"6667c89ce24820a600c4a492ef1d65004e77dc9df5f6ceac8f527f35b982d589","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":"646140cb9e592034952e10162ff2bef906b2c5496952aa19ab7e5d55352e2560","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":"551a063c3e04ea02f40389ceb01033a06d8200ee58e53a3cf6e1da43144397c4","metric_lineage_digest":"12eb2bb68ba375d5d2911dd06c1b8d0c51e962e7732ad54572514b9231ac4d34","revision":0,"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":4.1583552956581116e-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":300.0,"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":41.405445844866335,"execution_gate_applied":true,"execution_mode":"native_training","execution_path":"training","heldout_canary_qualified":false,"job_file_sha256":null,"job_id":"incremental-17f879747460eaa9bbb253ba5b73f6aa0a014ec31ec00b3099d657f267bd127e","job_spec":{"arrow_feature_weights_artifact":null,"autoencoder_config":{"compute_device":"python"},"base_checkpoint":{"bytes":14408753,"path":"/home/barberb/lift_coding/external/ipfs_datasets/workspace/test-logs/federal-corpus-audits/feature-pretraining-smoke-20260930/distributed-worker-a-32t4v-r2/jobs/span-attempt-a4eb13f3b70992a42c5456a4adf2e3ca787863fc0221df3ded8ff48ddf9348fb/attempt-1/artifacts/b9/b98fb4058257adb55ed36767d3577714183c06a7ef9c050603950e12ca260f19","sha256":"b98fb4058257adb55ed36767d3577714183c06a7ef9c050603950e12ca260f19"},"base_checkpoint_dependencies":[],"base_version_id":"sha256:63384fed44292a665b5306be80851996f870f70fd1aa08e18166b7161abae812","candidate_storage":"sparse","capture_sparse_patches":true,"code_identity":"b576ed0688e941d104e8e722db874000c07a3faeaef0c29cf3a463c88a4249d0","dataset_snapshot_id":"ae30cbdc6245f0f372f52d490f95dd34fc5f154627e0f705e3238d80d6d8a329","expected_source_sha256":{"autoencoder":"af33421f46977e1f2bbd4cead4d315954efac5d5827bb44b039107045e8f724b","compiler":"9980c3699a2407d360e8a2feedab575a4d4f5b3462ddf0ed761143f22ef61ea5","decompiler":"26b4e2e2d5d55b41ebae245b7d236bf1612c020a1d469df8bd747f83e982dfdc","parser":"71daafa62c800a10db3ea7ddc948997b2a119012e9444d5007bdbd3b67487822","samples":"e46d794d38971343d8f3aed68fb224e5b44292cf9f4b8c973dedc20db5651b87","worker":"bde3bd327df59f2e7557eac8aa2e0989ceb1128bc39918bf8cf46011e7bd9415"},"job_id":"incremental-17f879747460eaa9bbb253ba5b73f6aa0a014ec31ec00b3099d657f267bd127e","output_directory":"/home/barberb/lift_coding/external/ipfs_datasets/workspace/test-logs/federal-corpus-audits/feature-pretraining-smoke-20260930/distributed-worker-a-32t4v-r2/jobs/span-attempt-a4eb13f3b70992a42c5456a4adf2e3ca787863fc0221df3ded8ff48ddf9348fb/attempt-1/progress/outputs/incremental-17f879747460eaa9bbb253ba5b73f6aa0a014ec31ec00b3099d657f267bd127e","run_id":"incremental-17f879747460eaa9bbb253ba5b73f6aa0a014ec31ec00b3099d657f267bd127e","samples":[{"citation":"16 U.S.C. 1106","embedding_model":"thenlper/gte-small","embedding_vector":[0.005038834642618895,-0.0017867856658995152,0.09316875040531158,-0.015080554410815239,0.030083049088716507,0.008365598507225513,0.04127148538827896,0.031184932217001915,-0.023581115528941154,0.016469985246658325,0.018459033221006393,-0.05064278468489647,-0.004819287918508053,0.012870274484157562,-0.005816726945340633,0.030738918110728264,-0.013868735171854496,0.04251890629529953,-0.055126290768384933,0.04855886101722717,0.09691749513149261,-0.01690514385700226,-0.05358758941292763,-0.04906218498945236,0.020170481875538826,0.04279631748795509,-0.09685365855693817,-0.01486919354647398,-0.03597268834710121,-0.177005797624588,-0.044509004801511765,-0.04823244735598564,0.001969024073332548,-0.00418923981487751,0.01923537068068981,-0.03458043187856674,-0.019501490518450737,0.04234876111149788,-0.02297680266201496,0.058873143047094345,0.04226216673851013,0.01936517283320427,0.001547082094475627,-0.01934552751481533,-0.03047102876007557,-0.0016696332022547722,-0.0393381267786026,-0.04792165011167526,-0.01856245845556259,-0.014900574460625648,0.054775968194007874,-0.004433982074260712,0.007659044116735458,0.0550212487578392,0.007168978452682495,0.02475055493414402,0.0536063052713871,0.011183589696884155,0.03625532239675522,0.019212540239095688,0.07248036563396454,0.027999866753816605,-0.2894185781478882,0.0954970046877861,0.008682587184011936,0.07479678094387054,-0.05394744127988815,-0.012630172073841095,0.023595552891492844,-0.03269149735569954,-0.05524973198771477,0.016555672511458397,-0.039251696318387985,0.03683706372976303,0.0017023744294419885,-0.0055930474773049355,-0.018890568986535072,0.005733777768909931,-0.010592898353934288,-0.01097684632986784,-0.010690734721720219,-0.05023942142724991,-0.013338849879801273,-0.01744946278631687,0.021156756207346916,-0.04350284859538078,0.021087411791086197,-0.04017295688390732,0.03692319989204407,0.035913482308387756,0.009601234458386898,-0.052514251321554184,0.034922242164611816,0.026700953021645546,-0.13135038316249847,-0.03314747288823128,0.045061126351356506,0.02828247845172882,-0.03031867742538452,0.21643459796905518,-0.02531508170068264,0.022272035479545593,0.0013176746433600783,-0.018556680530309677,0.026974622160196304,-0.04034050181508064,-0.01624973863363266,-0.04820457100868225,0.0031547732651233673,-0.01338527724146843,-0.002165421610698104,-0.002660598838701844,0.05365791544318199,-0.04582669585943222,0.06404322385787964,-0.0011584426974877715,0.06792088598012924,0.04912837967276573,0.0007134244660846889,0.0018285912228748202,0.0064819878898561,0.010775914415717125,-0.0159502811729908,0.003705052426084876,0.022569818422198296,-0.033883824944496155,0.04976440221071243,0.06994272768497467,0.03312476724386215,0.03496673330664635,0.08864957094192505,-0.058205921202898026,-0.04579777643084526,-0.03089120052754879,0.01340888999402523,-0.002041645348072052,-0.01781606674194336,0.0023149189073592424,4.677171818912029e-05,-0.018479548394680023,-0.005736141465604305,-0.0979878157377243,-0.013305268250405788,-0.0856354832649231,-0.018408333882689476,0.09369859099388123,-0.0038002021610736847,0.01380004733800888,-0.05766425281763077,0.02260514162480831,-0.018518686294555664,0.036693770438432693,-0.0067354110069572926,0.021794449537992477,0.013742413371801376,0.049520108848810196,0.035826176404953,0.061131030321121216,-0.015243195928633213,-0.007004209794104099,0.021489499136805534,-0.02107120305299759,-0.008378669619560242,0.1226348876953125,0.037152569741010666,-0.07615701109170914,-0.0006870213546790183,0.010848636738955975,-0.009667802602052689,-0.033235665410757065,0.04080307111144066,-0.01935056783258915,1.315912595600821e-05,-0.002173082437366247,0.09047006070613861,0.01220506988465786,-0.03283168002963066,0.04331226274371147,-0.026202091947197914,0.040996354073286057,0.03287626802921295,-0.06267667561769485,-0.04750986024737358,0.048776064068078995,0.06627468019723892,-0.031916651874780655,-0.03832010179758072,-0.024543073028326035,0.0354587659239769,0.08090285211801529,-0.04665648192167282,0.03510764613747597,-0.04320670664310455,-0.002889439230784774,-0.020816868171095848,-0.0008781064534559846,-0.05357593297958374,-0.03482815995812416,0.028791116550564766,-0.0651768371462822,0.05429510027170181,0.007247216533869505,-0.029585661366581917,0.05551458150148392,0.03392735496163368,0.017548728734254837,0.04378567263484001,-0.0013446840457618237,0.00013642091653309762,0.04882322996854782,-0.04785401374101639,0.026651544496417046,0.01133747398853302,0.008991279639303684,-0.025225894525647163,0.03541695326566696,0.03752412647008896,0.04801129177212715,0.03994623199105263,0.022140534594655037,0.05173864588141441,-0.04370136559009552,-0.000506442622281611,-0.20775803923606873,0.001927244127728045,-0.05553846061229706,-0.02235342562198639,0.02810891717672348,-0.023393357172608376,0.02347150258719921,-0.03458951413631439,-0.030421758070588112,0.05072464048862457,0.0892481729388237,-0.044668957591056824,-0.010847119614481926,0.08428921550512314,0.005623681470751762,0.05232220143079758,0.021232010796666145,-0.04579254984855652,-0.002439542906358838,-0.01676623709499836,0.00653419503942132,-0.028309639543294907,-0.034539997577667236,-0.007822880521416664,0.08366832882165909,-0.013655005022883415,0.14973974227905273,0.024499181658029556,-0.011386009864509106,-0.02036336623132229,0.02126845344901085,-0.024661555886268616,-0.014114868827164173,-0.12996020913124084,0.025311164557933807,0.05156682804226875,-0.03657713904976845,-0.004288737662136555,-0.03665132075548172,-0.06487004458904266,0.012293467298150063,0.05510926991701126,0.0020226575434207916,-0.030295249074697495,0.024036509916186333,-0.022317223250865936,-0.030411727726459503,0.03960410878062248,-0.072446808218956,-0.015320044942200184,0.0323132686316967,-0.0252203568816185,0.059699732810258865,0.07251991331577301,-0.0030071500223129988,-0.03212526813149452,-0.12095557153224945,0.018701760098338127,-0.03479490429162979,0.0714677944779396,-0.033591046929359436,-0.08315040916204453,0.01748635247349739,-0.0514400489628315,0.07510548830032349,-0.0004767591890413314,-0.03277638927102089,-0.032569725066423416,0.014310522004961967,-0.06066947802901268,-0.021244360134005547,0.056179728358983994,-0.013570522889494896,-0.06339121609926224,0.015862733125686646,0.013692110776901245,-0.004087481182068586,-0.004677569959312677,0.002312322845682502,-0.03541962802410126,0.023591699078679085,-0.022389451041817665,0.049923039972782135,0.013490995392203331,0.03357619047164917,0.04361668601632118,-0.030293667688965797,-0.01409167516976595,0.06543183326721191,-0.036876630038022995,0.021687693893909454,0.01572565920650959,-0.059486910700798035,-0.05417526140809059,0.01299809105694294,0.0064592985436320305,-0.3186396360397339,0.02828570082783699,0.023128138855099678,0.02675597183406353,-0.03878127411007881,0.027689600363373756,0.05668269097805023,0.023481542244553566,-0.0659298300743103,0.02013702504336834,0.03679155930876732,0.02600467950105667,-0.005613134708255529,-0.0019310524221509695,-0.01561962254345417,0.0461152121424675,0.028231127187609673,-0.02895808406174183,0.07476688921451569,-0.03631730377674103,0.03364016115665436,0.021557968109846115,0.19862201809883118,-0.014431575313210487,0.034539155662059784,-0.00586039898917079,0.014418844133615494,0.015002995729446411,0.055031538009643555,-0.03725897893309593,0.03832276538014412,0.028795309364795685,0.12164564430713654,-0.07700927555561066,0.03153274208307266,0.03551745414733887,-0.05199611559510231,0.054219745099544525,0.00824963953346014,-0.02355668507516384,-0.10238376259803772,-0.009135142900049686,-0.01558616477996111,-0.040749337524175644,0.08869108557701111,-0.03918254375457764,-0.03813723847270012,-0.0422617569565773,0.007156164385378361,0.015424767509102821,-0.0146641181781888,-0.011533535085618496,-0.062127817422151566,-0.026349009945988655,-0.028656955808401108,0.007924270816147327,0.018999090418219566,-0.044596415013074875,-0.02693101204931736,-0.026797298341989517,0.00737305823713541,-0.0806366354227066,-0.036959145218133926,0.014373157173395157,0.009589619934558868],"section":"1106","text":"U.S.C. Title 16 - CONSERVATION 16 U.S.C. United States Code, 2024 Edition Title 16 - CONSERVATION CHAPTER 22 - INTERNATIONAL PARKS Sec. 1106 - Employees From the U.S. Government Publishing Office, www.gpo.gov \u00a71106. Employees The Commission may employ both United States and Canadian citizens. (Pub. L. 88\u2013363, \u00a77, July 7, 1964, 78 Stat. 300.)","title":"16"}],"schema_version":"autoencoder-training-job-v3","split_snapshot_id":"qualification-validation-5b03e6c038c55e64cad15e5e4dfa4d7e1d1ced2eafa2272ce1f18c32975bc1b0","target_shard_max_bytes":268435456,"target_snapshot_artifact":{"bytes":45780345,"path":"/home/barberb/lift_coding/external/ipfs_datasets/workspace/test-logs/federal-corpus-audits/feature-pretraining-smoke-20260930/distributed-worker-a-32t4v-r2/jobs/span-attempt-a4eb13f3b70992a42c5456a4adf2e3ca787863fc0221df3ded8ff48ddf9348fb/attempt-1/artifacts/7a/7af287ed7ae63e20ab7ebd6862c5dc294fb348578d2008324be4d175ee2c81b0","sha256":"7af287ed7ae63e20ab7ebd6862c5dc294fb348578d2008324be4d175ee2c81b0"},"target_snapshot_id":"sha256:c4f9ef0b872b834443a3603eef251d372d894f851c719127777ff5ec29875695","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":300.0,"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":"10 U.S.C. 512","embedding_model":"thenlper/gte-small","embedding_vector":[-0.0502375103533268,0.014242901466786861,0.06426414102315903,-0.07088052481412888,0.02799079194664955,0.00783135462552309,0.043821170926094055,0.014240549877285957,-0.021888524293899536,-0.026339823380112648,-0.0006594083970412612,-0.027195503935217857,0.029114848002791405,0.004075751639902592,0.00641989940777421,-0.00488234031945467,-0.034878090023994446,0.03250947967171669,-0.040982071310281754,0.059596505016088486,0.08637148141860962,0.012467165477573872,-0.001161058316938579,-0.021909089758992195,0.03503164276480675,0.03058447502553463,-0.08575836569070816,0.016642499715089798,-0.078757643699646,-0.18433676660060883,-0.018440021201968193,-0.0041676596738398075,0.03804445639252663,0.02565690502524376,-0.014009131118655205,-0.05999252200126648,0.0007743589812889695,0.028431938961148262,-0.022012438625097275,0.06634040921926498,0.03973432257771492,0.009768565185368061,-0.005949138198047876,-0.0428205244243145,-0.05584395304322243,-0.032695479691028595,-0.035454846918582916,-0.02484029345214367,0.030465396121144295,-0.05837191268801689,0.047955822199583054,-0.0007911495049484074,0.031497351825237274,0.07429607212543488,-0.010983350686728954,0.019273480400443077,0.05903433635830879,0.025372367352247238,0.06385631114244461,0.004433064721524715,0.017682813107967377,0.032710786908864975,-0.29453402757644653,0.06850925832986832,0.041889794170856476,0.030464669689536095,-0.008402593433856964,-0.027460334822535515,0.007732444442808628,-0.026094544678926468,-0.05385952815413475,0.023522188887000084,-0.01725289225578308,0.030075032263994217,-0.04071493446826935,0.002190621802583337,0.02332945354282856,-0.001672054291702807,-0.01921107992529869,-0.015070276334881783,-0.04884918034076691,-0.019040793180465698,-0.03120575100183487,-0.03811296075582504,-0.031129229813814163,-0.0467827171087265,0.032403334975242615,-0.03684054687619209,0.05116487294435501,0.021803556010127068,-0.041828569024801254,-0.036090683192014694,0.026791086420416832,0.04392176494002342,-0.08903520554304123,-0.02031148411333561,0.02620987594127655,-0.014637136831879616,-0.07000388950109482,0.206818625330925,-0.015949098393321037,0.028064874932169914,0.01891881413757801,0.015546412207186222,0.04669449105858803,-0.010114101693034172,0.018429573625326157,-0.006083804182708263,-0.04012318700551987,-0.029832908883690834,0.00898921862244606,0.024585086852312088,0.061050113290548325,-0.04812822863459587,0.019573768600821495,0.02561432495713234,0.05556420609354973,0.0576523095369339,0.0051470911130309105,0.0027743044774979353,-0.019872523844242096,-0.02499096654355526,-0.016661642119288445,-0.04990900307893753,-0.0004411359550431371,-0.09057282656431198,0.024399669840931892,0.09835893660783768,0.027537643909454346,-0.005406734999269247,0.058241814374923706,-0.01708211749792099,-0.052097827196121216,-0.06316381692886353,0.013587533496320248,0.02066241204738617,-0.017131594941020012,0.004154785070568323,0.005076188128441572,-0.02468402497470379,-0.0027202710043638945,-0.09816519170999527,-0.03862324357032776,-0.09676992893218994,-0.019404301419854164,0.12419294565916061,-0.023617077618837357,0.053899772465229034,-0.0020509022288024426,0.028589049354195595,-0.017843380570411682,0.050461020320653915,0.04117697477340698,-0.016554711386561394,0.0014473790070042014,0.05752956122159958,0.04220980405807495,0.030810879543423653,-0.06413194537162781,-0.007683673407882452,0.03046225942671299,-0.04553989693522453,-0.02306644804775715,0.12139639258384705,0.03483986109495163,-0.05824341997504234,-0.010745103470981121,-0.010277572087943554,-0.02156326361000538,-0.01877683959901333,0.04352805018424988,0.001658507389947772,-0.016393717378377914,0.025859259068965912,0.1096782460808754,0.019031820818781853,0.007922791875898838,0.0067352610640227795,-0.03410255163908005,0.012711064890027046,0.04969596862792969,-0.04046948626637459,-0.0476670004427433,0.04877689108252525,0.05321372300386429,-0.018317999318242073,-0.07050622254610062,-0.03564191609621048,0.058797817677259445,0.056715741753578186,-0.03823937848210335,0.050407774746418,-0.05198589339852333,-0.0172232985496521,-0.03455575555562973,-0.025938814505934715,-0.062060073018074036,-0.025168968364596367,0.023778317496180534,-0.028438951820135117,0.03545890003442764,0.00021162779012229294,-0.04798770695924759,0.04160366207361221,0.04806589335203171,0.014043739065527916,0.011413201689720154,0.014441096223890781,-0.0074252774938941,0.0714074894785881,-0.044247642159461975,0.02587382309138775,0.05802743136882782,-0.015163814648985863,-0.02378789335489273,-0.016096578910946846,-0.013312021270394325,0.04647931829094887,-0.0030066913459450006,-0.004833817481994629,0.01036381721496582,-0.048296790570020676,0.042524952441453934,-0.17635928094387054,0.062387865036726,-0.009717225097119808,-0.04819818213582039,-0.0087284492328763,-0.027972612529993057,0.028781726956367493,0.029295923188328743,-0.00815640203654766,0.03365658223628998,0.09476709365844727,-0.0014091471675783396,-0.035831354558467865,-0.00012769835302606225,-0.01909593865275383,0.07451615482568741,0.029865369200706482,-0.025270435959100723,-0.011102065443992615,-0.03630916029214859,0.04743383824825287,0.0048531838692724705,-0.04294739291071892,-0.0029634973034262657,0.059285834431648254,0.0315694622695446,0.14397475123405457,0.03362293913960457,0.002175295725464821,-0.010133861564099789,0.07190649956464767,0.012355939485132694,0.014515195041894913,-0.10262364894151688,0.07161456346511841,0.03769078850746155,-0.04117748886346817,-0.009653040207922459,0.012002968229353428,-0.05072475224733353,-0.018544888123869896,0.04745636507868767,-0.00801464170217514,-0.04186328500509262,0.009025235660374165,-0.05851227790117264,-0.02647327445447445,0.0351003035902977,-0.0477650947868824,0.014940036460757256,0.03129187598824501,-0.013089657761156559,0.003170184325426817,0.04085608199238777,-0.022467847913503647,-0.04265163838863373,-0.07167667895555496,-0.011522268876433372,-0.019707944244146347,0.03977475315332413,0.01400595810264349,-0.03990846872329712,-0.013434297405183315,-0.06458780914545059,0.048357103019952774,-0.013435103930532932,-0.034341711550951004,-0.030251137912273407,0.0524885393679142,-0.07422967255115509,0.016250938177108765,0.0462348572909832,0.009972433559596539,-0.06851284950971603,0.04347243160009384,0.034303054213523865,-0.022982146590948105,-0.021212277933955193,-0.04707620292901993,-0.04424833506345749,0.02078608050942421,-0.007419833913445473,0.03759126737713814,-0.0063773770816624165,0.004746685270220041,-0.027833424508571625,-0.014844818972051144,0.028585141524672508,0.059033334255218506,-0.020990101620554924,0.017742855474352837,0.038903333246707916,-0.0710640698671341,0.017766684293746948,0.009852126240730286,-0.02238975651562214,-0.31733593344688416,0.04661769047379494,0.06397835165262222,0.029306048527359962,0.005784452892839909,-0.003684102790430188,0.07085922360420227,-0.005322954151779413,-0.10248970240354538,0.021021904423832893,0.036853939294815063,0.029395023360848427,0.02838701568543911,-0.01078701764345169,-0.029028981924057007,0.046609923243522644,0.04801049456000328,-0.06338190287351608,0.03339824452996254,-0.03864968195557594,0.06013929471373558,-0.005555254407227039,0.2130897045135498,0.00595931988209486,0.029030516743659973,0.021480707451701164,0.0296616293489933,0.004215682856738567,0.036822546273469925,-0.018317747861146927,0.03374824300408363,0.0145518584176898,0.13354332745075226,-0.08950649946928024,0.026546752080321312,0.054127659648656845,-0.04433733969926834,0.07832121849060059,0.00921113882213831,-0.028329238295555115,-0.09731238335371017,-0.02350381575524807,-0.0006228751153685153,0.019871007651090622,0.12428362667560577,-0.01656332053244114,-0.06762416660785675,-0.061182986944913864,0.01275821216404438,-0.0024896191898733377,-0.036617133766412735,-0.012985789217054844,-0.03819231688976288,-0.0298589039593935,0.013310946524143219,-0.014258475974202156,0.0037850425578653812,-0.012416385114192963,-0.034309811890125275,-0.028886711224913597,-0.0007741427980363369,-0.07208658754825592,0.0023148967884480953,0.03283986449241638,0.04212033376097679],"section":"512","text":"U.S.C. Title 10 - ARMED FORCES 10 U.S.C. United States Code, 2024 Edition Title 10 - ARMED FORCES Subtitle A - General Military Law PART II - PERSONNEL CHAPTER 31 - ENLISTMENTS Sec. 512 - Renumbered \u00a712104 From the U.S. Government Publishing Office, www.gpo.gov [\u00a7512. Renumbered \u00a712104]","title":"10"},{"citation":"1 U.S.C. 102","embedding_model":"thenlper/gte-small","embedding_vector":[-0.0009389985934831202,-0.014427747577428818,0.07743794471025467,-0.05278586596250534,-0.015298787504434586,-0.00580942165106535,0.023022640496492386,0.01986207626760006,0.004043402150273323,-0.0042971232905983925,0.0028678178787231445,-0.0067367092706263065,0.059565890580415726,0.021737001836299896,0.01711766980588436,-0.016560154035687447,-0.02678736299276352,0.051741622388362885,-0.07344047725200653,0.053952351212501526,0.06720650941133499,0.012414442375302315,-0.030464882031083107,-0.03722080960869789,0.030303681269288063,0.04674831032752991,-0.07517998665571213,-0.05346990004181862,-0.01690112240612507,-0.19562101364135742,-0.01956797204911709,-0.028454922139644623,-0.007625449448823929,-0.0010029459372162819,-0.024141019210219383,-0.05503816157579422,-0.0027197562158107758,0.022605594247579575,-0.0480559803545475,0.031091567128896713,0.059234727174043655,0.03178367391228676,-0.01717298850417137,-0.05421869084239006,-0.0017222706228494644,-0.04087705537676811,-0.0455707423388958,-0.0018478743731975555,-0.014320025220513344,-0.041962746530771255,0.007562245707958937,0.03139033913612366,-0.014840573072433472,0.07745269685983658,0.011892199516296387,0.031333234161138535,0.04743129760026932,0.0313546285033226,0.043262697756290436,0.038435228168964386,0.018278077244758606,0.02357584424316883,-0.30398330092430115,0.0953340008854866,0.016931727528572083,0.04923715442419052,-0.0031602000817656517,-0.007936433888971806,0.05393129587173462,0.05058673396706581,-0.046723198145627975,0.006017010193318129,-0.03166264295578003,0.025667184963822365,-0.033686306327581406,-0.0028087396640330553,-0.0020447552669793367,-0.01690930686891079,0.023508653044700623,0.02260619029402733,-0.028599940240383148,0.007376974448561668,-0.028769098222255707,-0.06932954490184784,-0.02228614315390587,-0.08411874622106552,0.008748587220907211,-0.03957831859588623,0.03693970665335655,0.018942968919873238,-0.04852543771266937,-0.04700923711061478,0.015448842197656631,0.05591888353228569,-0.10088906437158585,-0.03455594554543495,0.01824476197361946,0.014479553326964378,0.009649661369621754,0.20417137444019318,-0.042148567736148834,0.0032742926850914955,0.03753334656357765,-0.010428057052195072,0.04580973461270332,0.01657617837190628,0.03263997286558151,-0.017531009390950203,-0.031464871019124985,-0.015690315514802933,-0.0004353962722234428,-0.00420710165053606,0.04842585325241089,-0.04240870103240013,0.022015707567334175,0.0065409536473453045,0.03540418669581413,0.06599194556474686,0.010816716589033604,-0.0382697619497776,0.014063095673918724,-0.0179815124720335,0.020078841596841812,-0.024174202233552933,-0.024854129180312157,-0.07723211497068405,0.0696362555027008,0.10253256559371948,0.010603646747767925,0.011806945316493511,0.036140844225883484,-0.02942098304629326,-0.030586017295718193,-0.04226234555244446,0.017711952328681946,0.031609926372766495,0.004914820194244385,0.041749607771635056,-0.008811249397695065,-0.028801647946238518,-0.016325097531080246,-0.10334914177656174,-0.03410600125789642,-0.08200379461050034,-0.05171466991305351,0.13321854174137115,-0.034405432641506195,0.05014651268720627,-0.027014007791876793,0.01521580945700407,-0.01457605604082346,0.04873904585838318,0.005752152763307095,-0.034088119864463806,0.0151579100638628,0.04736345633864403,0.033206507563591,-0.007044232450425625,-0.029408764094114304,0.009874967858195305,0.020458046346902847,-0.02830984815955162,-0.05417598783969879,0.1313716322183609,0.05229360982775688,-0.08582153916358948,-0.013878311030566692,-0.008012351579964161,0.01783948391675949,-0.004999785218387842,0.037515271455049515,-0.0008511749329045415,-0.018012817949056625,0.003458874300122261,0.06525804847478867,0.07067310065031052,0.02223469503223896,0.004744449630379677,-0.011719942092895508,0.028800858184695244,0.06687521189451218,-0.07579732686281204,-0.05012361332774162,0.006566950120031834,0.04473290964961052,-0.04931773245334625,-0.06114836782217026,0.021973269060254097,0.031217094510793686,0.028548577800393105,-0.06777410954236984,0.03895537927746773,-0.08658408373594284,0.0009188837721012533,-0.003718193154782057,-0.03467293828725815,-0.04656660556793213,-0.04061353579163551,0.003485047724097967,-0.02851814031600952,0.04474979639053345,-0.009080423042178154,-0.05843166634440422,0.07842225581407547,0.05752955377101898,0.02308114804327488,-0.00525697274133563,0.005012701265513897,-0.010041332803666592,0.030721642076969147,-0.019231103360652924,0.03323028236627579,0.03531407192349434,-0.0247200895100832,0.008271344937384129,0.02294779382646084,0.02535388618707657,0.028111625462770462,0.0031459054443985224,0.03207957744598389,0.03018852509558201,-0.04185525327920914,0.018707511946558952,-0.1916329264640808,0.024730561301112175,-0.028187472373247147,-0.038553059101104736,0.012728503905236721,-0.05569278076291084,0.025215966627001762,-0.02345162071287632,-0.0473325252532959,0.056308429688215256,0.05632687732577324,-0.01958237588405609,-0.028745219111442566,0.03492401912808418,-0.02118309959769249,0.012815411202609539,0.008074380457401276,0.03015577420592308,-0.01084944512695074,0.02350272238254547,0.009549734182655811,0.003684932366013527,-0.02925911545753479,-0.02615591697394848,0.03958279639482498,0.006178674288094044,0.13073115050792694,0.027732806280255318,0.013121876865625381,-0.011164804920554161,0.0590023398399353,0.02870696783065796,-0.032317910343408585,-0.10739707946777344,0.020117469131946564,0.07503241300582886,-0.034412357956171036,-0.004455110523849726,-0.05071324110031128,-0.014051987789571285,0.0018715016776695848,0.048254914581775665,-0.05464906245470047,-0.059360627084970474,0.03575865551829338,-0.034849509596824646,-0.009443347342312336,0.03610781952738762,-0.01540624164044857,-0.02833029255270958,0.039894748479127884,-0.015277351252734661,0.02354690060019493,0.033880408853292465,0.005413534585386515,-0.03286784887313843,-0.06000179424881935,-0.013668984174728394,-0.029187215492129326,0.01314509566873312,-0.02384467050433159,-0.055211737751960754,0.03769173100590706,-0.053119078278541565,0.08090979605913162,0.015607045032083988,0.027930613607168198,-0.020054323598742485,0.029526371508836746,-0.027157016098499298,-0.0056394124403595924,0.013553565368056297,-0.024342194199562073,-0.06266751885414124,0.025145284831523895,0.0514085479080677,0.015597153455018997,-0.01658351719379425,-0.030160285532474518,-0.0484340637922287,0.03451147302985191,-0.019690752029418945,0.056567221879959106,-0.028103582561016083,0.013893074356019497,0.030927443876862526,0.00045386655256152153,0.005412727128714323,0.021047379821538925,-0.03937206417322159,0.021030202507972717,0.02252577245235443,-0.04019780829548836,-0.022029152140021324,0.017423884943127632,-0.0013859375612810254,-0.32449811697006226,0.023272499442100525,0.05501987785100937,0.008414828218519688,-0.03853236511349678,0.02862222120165825,0.04523357376456261,0.0024929367937147617,-0.10846064239740372,0.014241313561797142,0.010433808900415897,0.042512744665145874,0.016597995534539223,0.02445874735713005,-0.006777697242796421,0.04551073908805847,0.07517128437757492,-0.09246479719877243,0.065822534263134,-0.07540985196828842,0.050103239715099335,0.03781227394938469,0.21921569108963013,0.003082048613578081,-0.0008694121497683227,-0.007114957086741924,0.003764266148209572,-3.369728074176237e-05,0.026308730244636536,-0.0014269616222009063,0.04861258715391159,0.04349388927221298,0.10186281055212021,-0.04611197113990784,0.07067102193832397,0.05507713928818703,-0.04200832545757294,0.07259829342365265,0.05522969365119934,-0.011757631786167622,-0.0912359356880188,-0.008239585906267166,-0.00492310943081975,-0.044393155723810196,0.12796702980995178,-0.004801818635314703,-0.08313823491334915,-0.08591251820325851,0.026735670864582062,0.031615156680345535,-0.032303374260663986,0.012652401812374592,-0.06569784134626389,-0.023035364225506783,-0.005639533046633005,0.0033418138045817614,-0.011893980205059052,0.017345909029245377,-0.020199691876769066,0.00020189811766613275,-0.0228880625218153,-0.03672664240002632,-0.006000686436891556,0.027262503281235695,0.007830739952623844],"section":"102","text":"U.S.C. Title 1 - GENERAL PROVISIONS 1 U.S.C. United States Code, 2024 Edition Title 1 - GENERAL PROVISIONS CHAPTER 2 - ACTS AND RESOLUTIONS; FORMALITIES OF ENACTMENT; REPEALS; SEALING OF INSTRUMENTS Sec. 102 - Resolving clause From the U.S. Government Publishing Office, www.gpo.gov \u00a7102. Resolving clause The resolving clause of all joint resolutions shall be in the following form: \"Resolved by the Senate and House of Representatives of the United States of America in Congress assembled.\" (July 30, 1947, ch. 388, 61 Stat. 634.)","title":"1"},{"citation":"12 U.S.C. 165","embedding_model":"thenlper/gte-small","embedding_vector":[-0.0033085558097809553,-0.03030678816139698,0.05204152315855026,-0.04105367138981819,0.028887391090393066,-0.002486811252310872,0.015552579425275326,0.02527458406984806,-0.009537216275930405,0.001385565847158432,-0.039294831454753876,-0.009866629727184772,-0.00015651187277399004,-0.014089509844779968,-0.002190221333876252,-0.032021813094615936,-0.04465212672948837,0.011900261975824833,-0.04638652503490448,0.09824023395776749,0.09877023100852966,-0.006021737586706877,-0.02032696269452572,-0.06308894604444504,0.05896139144897461,0.04572019353508949,-0.07255101203918457,-0.04215412214398384,-0.061902087181806564,-0.17870110273361206,-0.0007440740009769797,-0.02668754942715168,0.03419521823525429,-0.025383885949850082,-0.007397126406431198,-0.054291293025016785,-0.03484932705760002,0.03916388377547264,-0.025422995910048485,0.045094989240169525,0.019326645880937576,0.016137346625328064,0.007955273613333702,-0.04682367667555809,-0.05321614444255829,-0.05147334188222885,-0.023811999708414078,0.0005289075197651982,0.01743597537279129,-0.058523036539554596,0.028355063870549202,-0.015319149009883404,0.04605475440621376,0.07749579101800919,-0.004845073912292719,0.060181740671396255,0.03212380409240723,0.008962317369878292,0.06154868006706238,0.04223180562257767,0.05593243986368179,0.04397020861506462,-0.25722867250442505,0.0726209431886673,0.03650471568107605,0.09639711678028107,-0.03530064970254898,-0.019661059603095055,0.024810874834656715,0.008292807266116142,-0.0036206746008247137,-0.01006312109529972,-0.019088897854089737,0.055581770837306976,0.021040812134742737,0.02369784750044346,-0.00395948113873601,-0.043422501534223557,0.005869716871529818,0.006209906190633774,-0.01751566119492054,-0.05270132049918175,0.001977815991267562,-0.053526151925325394,-0.04835297912359238,-0.03245202451944351,0.006715234834700823,-0.02988935448229313,0.0398857481777668,0.010771515779197216,-0.008600861765444279,-0.04694241285324097,0.04282550513744354,0.023020273074507713,-0.09269337356090546,-0.0156010203063488,0.028833268210291862,0.011667141690850258,-0.030087843537330627,0.19980143010616302,0.00937796849757433,0.0232459157705307,0.02538895420730114,-0.004286010283976793,0.01907637156546116,-0.04752638190984726,0.023694580420851707,0.002132178982719779,-0.004383462946861982,0.0032677811104804277,0.0013374598929658532,0.018808919936418533,0.08927381783723831,-0.06929018348455429,0.017056019976735115,0.019336089491844177,0.06304806470870972,0.023056870326399803,-0.026363974437117577,0.0026924454141408205,-0.00508567038923502,-0.025685667991638184,-0.013019160367548466,0.003914566710591316,-0.03208024427294731,-0.0537504106760025,0.046412598341703415,0.09997888654470444,0.0018731396412476897,0.032548777759075165,0.04497065022587776,-0.03638043254613876,-0.04281991720199585,-0.029744774103164673,0.020053023472428322,-0.0001786301436368376,-0.011646519415080547,0.014260362833738327,0.047625452280044556,-0.06758031994104385,0.0036563733592629433,-0.10038866102695465,-0.03712647408246994,-0.06535493582487106,-0.03191717714071274,0.1165907084941864,-0.03595569357275963,0.019614921882748604,-0.04528351500630379,-0.014680691063404083,-0.002743462100625038,0.05275776609778404,-0.021168602630496025,-0.022564386948943138,-0.02771914191544056,0.06137076020240784,0.04166998341679573,0.052681129425764084,-0.028207773342728615,-0.0038458770141005516,0.019840452820062637,-0.055178213864564896,-0.021715961396694183,0.10017292201519012,0.04036619886755943,-0.05722520127892494,0.007907908409833908,4.434668517205864e-05,0.02046661078929901,-0.005723666865378618,0.025291988626122475,0.02183295227587223,-0.09047196060419083,0.005737759172916412,0.08692211657762527,0.03055540658533573,0.02683870494365692,0.020682210102677345,-0.013870218768715858,-0.02103850059211254,0.04240931570529938,-0.06831346452236176,-0.05425237864255905,0.02547071874141693,0.05669517070055008,-0.022155242040753365,-0.056638315320014954,-0.05241261050105095,0.03442521020770073,0.0720721110701561,-0.06532783806324005,0.015848733484745026,-0.05919715017080307,0.011324994266033173,-0.04066646471619606,-0.015978561714291573,-0.029619328677654266,-0.032262638211250305,-0.027362557128071785,-0.05458426475524902,0.06851823627948761,0.020680103451013565,-0.016482077538967133,0.014661229215562344,0.03800291195511818,0.008589970879256725,0.034057557582855225,-0.035277191549539566,-0.005619228817522526,0.048436135053634644,-0.022522995248436928,0.04667661339044571,0.04426706209778786,-0.0326666533946991,-0.03044494241476059,-0.05030098930001259,0.04056477174162865,0.020205989480018616,0.036346953362226486,0.02043413557112217,0.026610376313328743,-0.031008629128336906,0.005574225448071957,-0.21818311512470245,0.0065135774202644825,-0.016892429441213608,-0.030835885554552078,-0.004102462437003851,-0.060690708458423615,0.020816033706068993,0.0011206887429580092,-0.013193188235163689,0.0628669336438179,0.04533609375357628,0.0030805966816842556,-0.045255742967128754,0.0231067705899477,-0.0066544050350785255,0.05692450329661369,-0.008672620169818401,-0.00619926443323493,-0.025096114724874496,-0.014055033214390278,-0.00021109283261466771,0.018648145720362663,-0.02647329308092594,-0.017724579200148582,0.04274369031190872,-0.024711085483431816,0.1433674395084381,-0.038326673209667206,0.02318445034325123,0.02272210270166397,0.033396489918231964,-0.0042486307211220264,-0.003994194325059652,-0.10190428793430328,0.04828659072518349,0.04559239745140076,-0.04228264093399048,0.02669445425271988,-0.06159789487719536,-0.032593611627817154,0.0038483983371406794,0.037728648632764816,0.005259799771010876,-0.03066430054605007,0.05408376455307007,-0.03237442672252655,-0.010203409008681774,0.039306577295064926,-0.02946537174284458,0.007509119343012571,0.04443533346056938,-0.037671372294425964,0.0028153720777481794,0.042602088302373886,0.018313810229301453,-0.06932728737592697,-0.1100463792681694,0.023365743458271027,-0.04628562927246094,0.06441309303045273,-0.002927649999037385,-0.0792090892791748,0.0142907639965415,-0.06433272361755371,0.06197728216648102,0.013920781202614307,-0.03952479362487793,0.011494702659547329,0.041648395359516144,-0.02175254188477993,-0.04385975003242493,0.06630076467990875,-0.0038546782452613115,-0.0744088813662529,0.010437441058456898,0.033464882522821426,0.026354236528277397,-0.06342528015375137,-0.03696701303124428,-0.06489869952201843,0.024638215079903603,-0.014673718251287937,0.0721340924501419,0.04347981885075569,0.023265644907951355,0.05559703707695007,0.000769776466768235,0.011236174032092094,0.04409055784344673,-0.04672927409410477,-0.004634328652173281,0.06804847717285156,-0.051970284432172775,0.004804230760782957,0.023713530972599983,-0.023637527599930763,-0.2928714454174042,0.022023681551218033,0.03299111872911453,0.020251644775271416,-0.027839815244078636,0.015930140390992165,0.0605948232114315,-0.016776232048869133,-0.10360243171453476,0.026051249355077744,0.04844031110405922,0.04462500289082527,0.02336503192782402,-0.035260867327451706,-0.047618020325899124,0.040570687502622604,0.07632214576005936,-0.05439581349492073,0.07506518065929413,-0.03652261942625046,0.03243760019540787,0.016016246750950813,0.21893011033535004,-0.010397328995168209,0.03436288237571716,-0.01578577607870102,-0.034058962017297745,0.029912631958723068,0.07522769272327423,0.0035854114685207605,0.040405720472335815,0.06222894415259361,0.12384741753339767,-0.10355493426322937,0.004715194460004568,0.075107142329216,-0.04863324761390686,0.06040998920798302,0.02500874735414982,-0.04762870445847511,-0.09454502910375595,-0.004789786878973246,-0.015812113881111145,-0.01974465139210224,0.1066250205039978,-0.012276050634682178,-0.0667528510093689,-0.057957973331213,0.029921771958470345,0.03845140337944031,0.009053308516740799,-0.013472561724483967,-0.022242629900574684,0.04905950650572777,0.036620501428842545,-0.008108749985694885,-0.008508207276463509,-0.02786441333591938,-0.015828832983970642,-0.008853282779455185,0.017553381621837616,-0.036915019154548645,-0.036427468061447144,0.01646050065755844,0.03315041586756706],"section":"165","text":"U.S.C. Title 12 - BANKS AND BANKING 12 U.S.C. United States Code, 2024 Edition Title 12 - BANKS AND BANKING CHAPTER 2 - NATIONAL BANKS SUBCHAPTER X - BANK EXAMINATIONS; REPORTS Sec. 165 - Omitted From the U.S. Government Publishing Office, www.gpo.gov \u00a7165. Omitted Editorial Notes Codification Section, R.S. \u00a75241, related to limitation of visitorial powers. See section 484 of this title.","title":"12"},{"citation":"54 U.S.C. 101933.","embedding_model":"thenlper/gte-small","embedding_vector":[-0.03232159465551376,-0.035605818033218384,0.012122624553740025,-0.07150579988956451,0.0026515498757362366,0.0066570197232067585,0.05209473893046379,0.03327374532818794,0.020837655290961266,-0.008341946639120579,0.0036037012469023466,-0.01862863264977932,0.015611537732183933,0.011629654094576836,-0.015980729833245277,-0.04110288619995117,-0.0001807961380109191,0.07887750118970871,-0.053538791835308075,0.055789731442928314,0.09900198131799698,-0.017441583797335625,-0.041259460151195526,0.00782072450965643,0.032902419567108154,0.016432952135801315,-0.05491374433040619,-0.004792783875018358,-0.015965048223733902,-0.16792996227741241,-0.027092760428786278,-0.05213247612118721,0.00013819560990668833,-0.017406567931175232,0.03165065497159958,-0.03381723538041115,-0.03369152173399925,0.02152070589363575,0.01247903797775507,0.09188394248485565,0.05748557671904564,0.022450551390647888,0.009491612203419209,-0.05591550096869469,-0.0839797779917717,-0.03402583673596382,-0.02522076852619648,-0.013981143943965435,0.019422506913542747,-0.03144904598593712,0.014980546198785305,-0.0502491220831871,0.017174007371068,0.08034934103488922,-0.03573967516422272,0.025326278060674667,0.04814184829592705,0.002663972554728389,0.08779595047235489,-0.014246469363570213,0.012037876062095165,-0.015005990862846375,-0.25692591071128845,0.05814236402511597,0.030494336038827896,-0.0018649024423211813,-0.015923988074064255,0.02593960240483284,-0.004483782220631838,0.037908539175987244,-0.019526416435837746,0.03902047872543335,-0.02579532377421856,0.051789697259664536,0.03249127417802811,-0.004019215703010559,0.006703514140099287,-0.024701690301299095,-0.02452896535396576,-0.033100079745054245,-0.019879812374711037,-0.05474885180592537,-0.031219197437167168,-0.017312301322817802,-0.07197020947933197,-0.015656227245926857,0.0014899771194905043,-0.043537914752960205,0.04183055832982063,0.036675337702035904,-0.026140647009015083,-0.07732559740543365,-0.02996676228940487,-0.01248344499617815,-0.08519690483808517,-0.04686060920357704,0.04027842357754707,-0.012600979767739773,-0.05671973526477814,0.21225105226039886,-0.07062496989965439,0.029307063668966293,0.002708696760237217,-0.020659662783145905,0.057950399816036224,0.004007709212601185,-0.03582834452390671,0.012246394529938698,-0.041211508214473724,0.0026290337555110455,-0.03427014499902725,0.03823136165738106,0.08972946554422379,-0.011267352849245071,-0.001600302872247994,0.039215777069330215,0.02485177293419838,0.046033695340156555,0.008181575685739517,-0.011293682269752026,-0.004561541136354208,0.009720896370708942,0.0009171635028906167,0.013196688145399094,-0.06210276484489441,-0.06407983601093292,0.08026550710201263,0.07702407240867615,0.01667829230427742,0.010007480159401894,0.024939673021435738,-0.03745805844664574,-0.033593807369470596,-0.009893414564430714,-0.014142143540084362,0.030812012031674385,-0.00413033040240407,0.05132167786359787,0.04279135912656784,-0.011202841065824032,-0.01609884947538376,-0.12424086779356003,-0.01614760234951973,-0.09814971685409546,0.003637617453932762,0.1072782352566719,0.010792173445224762,0.06913693994283676,-0.07920526713132858,0.018564142286777496,-0.04513378441333771,0.07637051492929459,0.04123343899846077,-0.015685157850384712,0.0047406991943717,0.02187870442867279,0.055494848638772964,0.015643684193491936,-0.04673934355378151,0.01747805066406727,0.03704388067126274,-0.04870308190584183,0.005443735979497433,0.14462389051914215,0.01940516196191311,-0.06349720805883408,0.003277243347838521,0.01027435902506113,-0.0037389255594462156,-0.012171604670584202,0.015964176505804062,0.03132443130016327,-0.01956002600491047,0.03173619881272316,0.09323544055223465,0.03610582649707794,-0.0034669230226427317,0.01786981336772442,-0.01563224568963051,0.005627731326967478,0.002659142017364502,-0.03120102547109127,-0.052684735506772995,0.05020151287317276,0.05355938896536827,-0.007686799857765436,-0.015493413433432579,-0.024626322090625763,0.026406344026327133,0.03316303342580795,-0.06951542943716049,0.05645730346441269,-0.052228812128305435,0.0005410828744061291,-0.0056616393849253654,-0.01593698561191559,-0.019243236631155014,-0.025616180151700974,0.04243197664618492,-0.07930910587310791,0.05601733922958374,-0.0038874272722750902,-0.055458810180425644,0.005152703262865543,0.07690548896789551,0.01658621057868004,0.026944179087877274,0.020413154736161232,0.0482194647192955,0.004249616526067257,-0.05534956604242325,0.015566891990602016,0.025331009179353714,-0.017261425033211708,-0.011377686634659767,0.043847162276506424,-0.026768315583467484,0.055740438401699066,0.036918044090270996,0.010361666791141033,0.025531450286507607,0.0027936880942434072,0.013628698885440826,-0.20026202499866486,0.02708078734576702,-0.019072839990258217,-0.028398338705301285,0.05829678848385811,-0.021557923406362534,0.023965394124388695,-0.027061399072408676,-0.027401719242334366,0.008774994872510433,0.06684496253728867,0.004147212952375412,-0.069408118724823,-0.019175313413143158,0.009022877551615238,0.018951304256916046,0.01107979379594326,-0.01442323811352253,-0.028824713081121445,-0.015302249230444431,-0.0001459612394683063,0.015483240596950054,-0.026468146592378616,-0.04737076908349991,0.05056848004460335,0.01481012161821127,0.1868899017572403,-0.0034510199911892414,-0.009539122693240643,-0.07554086297750473,0.071609266102314,-0.05151158943772316,-0.026034507900476456,-0.08429105579853058,0.011632576584815979,0.025593571364879608,-0.030767297372221947,0.0007367735379375517,-0.04375654458999634,-0.04878664389252663,-0.0459088534116745,0.03713966906070709,-0.018556417897343636,-0.006649920251220465,0.013757765293121338,-0.027736371383070946,-0.045766789466142654,0.04062395542860031,-0.06753099709749222,0.04003359377384186,0.0198542270809412,-0.017498735338449478,0.022916750982403755,0.08823152631521225,0.03531523048877716,-0.045531485229730606,-0.05011039599776268,0.025678766891360283,0.0026401891373097897,-0.01018934790045023,0.01881476119160652,-0.018468374386429787,0.03224250301718712,-0.046291790902614594,0.053687989711761475,0.030481303110718727,-0.006741052493453026,-0.014167876914143562,0.011755515821278095,-0.0566646046936512,-0.02203933522105217,0.09558307379484177,0.010598401539027691,-0.08189841359853745,0.046890806406736374,0.01081162877380848,-0.003484054235741496,-0.028675347566604614,-0.03274347633123398,-0.0010672596981748939,0.014787863940000534,-0.05454222857952118,0.04328519478440285,0.0003574313595890999,0.02968393824994564,0.005206176079809666,0.012864713557064533,0.06604969501495361,-0.011274627409875393,-0.04342404752969742,-0.0024868145119398832,0.04016369581222534,-0.03992689028382301,0.023102767765522003,0.051470134407281876,-0.02356443926692009,-0.3343866765499115,0.01860610768198967,0.031858112663030624,-0.0032130072358995676,-0.051998697221279144,0.02875596657395363,0.015189873985946178,0.022977160289883614,-0.07356417924165726,0.03802953660488129,0.035649269819259644,0.002469867467880249,0.024896714836359024,-0.030414121225476265,0.008755880407989025,0.0047240653075277805,0.021286163479089737,-0.04213627800345421,0.03474706783890724,-0.01144075021147728,0.03266884759068489,0.02146966941654682,0.23460298776626587,-0.016668355092406273,0.06879649311304092,-0.009713281877338886,-0.01397059578448534,0.04279734566807747,0.03896959498524666,-0.05064576119184494,0.012797159142792225,0.0034622999373823404,0.14104904234409332,-0.05357908084988594,0.040672920644283295,0.06193605810403824,-0.028297681361436844,0.06772874295711517,0.03178336098790169,-0.01629304513335228,-0.0877426415681839,0.003015886526554823,-0.02511059306561947,0.02620956301689148,0.07684114575386047,-0.009318308904767036,-0.029464898630976677,-0.07044330984354019,0.01017224881798029,0.027622580528259277,-0.046593647450208664,-0.0007250451017171144,-0.010307921096682549,0.02966214530169964,0.00970948301255703,-0.014711075462400913,-0.018295571208000183,-0.030233586207032204,-0.04426790401339531,-0.04743925854563713,0.004293667618185282,-0.07248897105455399,-0.0033166580833494663,0.05655520036816597,0.03133731707930565],"section":"101933.","text":"\u00a7101933. Term of commercial services contracts A commercial services contract entered into pursuant to this title shall be awarded for a term not to exceed 10 years. (Added Pub. L. 114\u2013289, title VII, \u00a7701, Dec. 16, 2016, 130 Stat. 1493.)","title":"54"}],"variant":{"jurisdiction":"us","model_variant":"incremental-modal:feature-pretraining-v1","source_language":"en","target_formal_language":"typed_deontic_ir"}},"job_spec_canonical_sha256":"4a3137e42ba77d770680f2b1363b93e89282560b14bce4b15fb998c5d1cf9216","legal_ir_evaluate_provers":false,"legal_ir_parallel_workers":1,"memory_after_training_before_serialization":{"major_faults":0,"max_rss_kib":595104,"minor_faults":216136,"private_clean_kib":16,"private_dirty_kib":553104,"pss_kib":553919,"rss_kib":562640,"shared_clean_kib":9516,"shared_dirty_kib":4},"memory_before_training":{"major_faults":0,"max_rss_kib":595104,"minor_faults":199392,"private_clean_kib":0,"private_dirty_kib":509776,"pss_kib":510505,"rss_kib":518544,"shared_clean_kib":8764,"shared_dirty_kib":4},"metric_disk_cache":0,"ontology_capture_observation":{"captures":[{"capture_scope_id":null,"discarded_record_count":0,"elapsed_seconds":4.021509636193514,"emitted_record_count":4,"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":4},{"capture_scope_id":1,"discarded_record_count":0,"elapsed_seconds":4.014749282039702,"emitted_record_count":4,"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":4,"reuse_qualified":false,"sample_id":null,"scope_id":2,"started_record_count":4},{"capture_scope_id":null,"discarded_record_count":0,"elapsed_seconds":0.7811222458258271,"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":28,"started_record_count":1},{"capture_scope_id":28,"discarded_record_count":0,"elapsed_seconds":0.7811102475970984,"emitted_record_count":1,"name":"capture_samples","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":28,"record_scope_id":null,"returned_record_count":1,"reuse_qualified":false,"sample_id":null,"scope_id":29,"started_record_count":1},{"capture_scope_id":null,"discarded_record_count":0,"elapsed_seconds":3.105038749985397,"emitted_record_count":4,"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":37,"started_record_count":4},{"capture_scope_id":37,"discarded_record_count":0,"elapsed_seconds":3.105027472600341,"emitted_record_count":4,"name":"capture_samples","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":37,"record_scope_id":null,"returned_record_count":4,"reuse_qualified":false,"sample_id":null,"scope_id":38,"started_record_count":4},{"capture_scope_id":null,"discarded_record_count":0,"elapsed_seconds":3.184531473554671,"emitted_record_count":4,"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":64,"started_record_count":4},{"capture_scope_id":64,"discarded_record_count":0,"elapsed_seconds":3.1845195908099413,"emitted_record_count":4,"name":"capture_samples","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":64,"record_scope_id":null,"returned_record_count":4,"reuse_qualified":false,"sample_id":null,"scope_id":65,"started_record_count":4},{"capture_scope_id":null,"discarded_record_count":0,"elapsed_seconds":3.2232974264770746,"emitted_record_count":4,"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":91,"started_record_count":4},{"capture_scope_id":91,"discarded_record_count":0,"elapsed_seconds":3.223285051062703,"emitted_record_count":4,"name":"capture_samples","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":91,"record_scope_id":null,"returned_record_count":4,"reuse_qualified":false,"sample_id":null,"scope_id":92,"started_record_count":4},{"capture_scope_id":null,"discarded_record_count":0,"elapsed_seconds":3.1985634258016944,"emitted_record_count":4,"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":118,"started_record_count":4},{"capture_scope_id":118,"discarded_record_count":0,"elapsed_seconds":3.1985519835725427,"emitted_record_count":4,"name":"capture_samples","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":118,"record_scope_id":null,"returned_record_count":4,"reuse_qualified":false,"sample_id":null,"scope_id":119,"started_record_count":4}],"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":2,"error_count":0,"record_scope_id":16,"reuse_qualified":false,"scope_id":19,"stage":"recipient_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":2,"error_count":0,"record_scope_id":16,"reuse_qualified":false,"scope_id":21,"stage":"procedure_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":2,"error_count":0,"record_scope_id":22,"reuse_qualified":false,"scope_id":25,"stage":"recipient_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":2,"error_count":0,"record_scope_id":22,"reuse_qualified":false,"scope_id":27,"stage":"procedure_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":29,"error_count":0,"record_scope_id":31,"reuse_qualified":false,"scope_id":34,"stage":"recipient_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":29,"error_count":0,"record_scope_id":31,"reuse_qualified":false,"scope_id":36,"stage":"procedure_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":38,"error_count":0,"record_scope_id":40,"reuse_qualified":false,"scope_id":43,"stage":"recipient_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":38,"error_count":0,"record_scope_id":40,"reuse_qualified":false,"scope_id":45,"stage":"procedure_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":38,"error_count":0,"record_scope_id":46,"reuse_qualified":false,"scope_id":49,"stage":"recipient_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":38,"error_count":0,"record_scope_id":46,"reuse_qualified":false,"scope_id":51,"stage":"procedure_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":38,"error_count":0,"record_scope_id":52,"reuse_qualified":false,"scope_id":55,"stage":"recipient_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":38,"error_count":0,"record_scope_id":52,"reuse_qualified":false,"scope_id":57,"stage":"procedure_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":38,"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":38,"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":65,"error_count":0,"record_scope_id":67,"reuse_qualified":false,"scope_id":70,"stage":"recipient_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":65,"error_count":0,"record_scope_id":67,"reuse_qualified":false,"scope_id":72,"stage":"procedure_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":65,"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":65,"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":65,"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":65,"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":65,"error_count":0,"record_scope_id":85,"reuse_qualified":false,"scope_id":88,"stage":"recipient_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":65,"error_count":0,"record_scope_id":85,"reuse_qualified":false,"scope_id":90,"stage":"procedure_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":92,"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":92,"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":92,"error_count":0,"record_scope_id":100,"reuse_qualified":false,"scope_id":103,"stage":"recipient_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":92,"error_count":0,"record_scope_id":100,"reuse_qualified":false,"scope_id":105,"stage":"procedure_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":92,"error_count":0,"record_scope_id":106,"reuse_qualified":false,"scope_id":109,"stage":"recipient_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":92,"error_count":0,"record_scope_id":106,"reuse_qualified":false,"scope_id":111,"stage":"procedure_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":92,"error_count":0,"record_scope_id":112,"reuse_qualified":false,"scope_id":115,"stage":"recipient_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":92,"error_count":0,"record_scope_id":112,"reuse_qualified":false,"scope_id":117,"stage":"procedure_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":119,"error_count":0,"record_scope_id":121,"reuse_qualified":false,"scope_id":124,"stage":"recipient_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":119,"error_count":0,"record_scope_id":121,"reuse_qualified":false,"scope_id":126,"stage":"procedure_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":119,"error_count":0,"record_scope_id":127,"reuse_qualified":false,"scope_id":130,"stage":"recipient_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":119,"error_count":0,"record_scope_id":127,"reuse_qualified":false,"scope_id":132,"stage":"procedure_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":119,"error_count":0,"record_scope_id":133,"reuse_qualified":false,"scope_id":136,"stage":"recipient_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":119,"error_count":0,"record_scope_id":133,"reuse_qualified":false,"scope_id":138,"stage":"procedure_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":119,"error_count":0,"record_scope_id":139,"reuse_qualified":false,"scope_id":142,"stage":"recipient_conversion","status":"success","successful":true,"supported":true,"warning_count":0},{"capture_scope_id":119,"error_count":0,"record_scope_id":139,"reuse_qualified":false,"scope_id":144,"stage":"procedure_conversion","status":"success","successful":true,"supported":true,"warning_count":0}],"counters":{"captures_observed":12,"conversions_observed":42,"records_emitted":21,"records_observed":21,"stages_observed":111},"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":"4a3137e42ba77d770680f2b1363b93e89282560b14bce4b15fb998c5d1cf9216","scope":"worker job label; not a complete dependency or reuse attestation","target_snapshot_id":"sha256:c4f9ef0b872b834443a3603eef251d372d894f851c719127777ff5ec29875695"},"producer_identity_verified":false,"records":[{"capture_scope_id":2,"discarded_record_count":0,"elapsed_seconds":1.4143782500177622,"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-10-512-8fea55f8f9ffeb43","scope_id":4,"started_record_count":0},{"capture_scope_id":2,"discarded_record_count":0,"elapsed_seconds":1.1839346094056964,"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-1-102-cba242d0471925cd","scope_id":10,"started_record_count":0},{"capture_scope_id":2,"discarded_record_count":0,"elapsed_seconds":0.7494252528995275,"emitted_record_count":0,"name":"record","observed_error_count":0,"ordinal":2,"outcome":"returned_without_observed_error","parent_scope_id":2,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":"us-code-12-165-907420ded9487d9f","scope_id":16,"started_record_count":0},{"capture_scope_id":2,"discarded_record_count":0,"elapsed_seconds":0.6669536679983139,"emitted_record_count":0,"name":"record","observed_error_count":0,"ordinal":3,"outcome":"returned_without_observed_error","parent_scope_id":2,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":"us-code-54-101933.-c0d919f580b0f666","scope_id":22,"started_record_count":0},{"capture_scope_id":29,"discarded_record_count":0,"elapsed_seconds":0.781089679338038,"emitted_record_count":0,"name":"record","observed_error_count":0,"ordinal":0,"outcome":"returned_without_observed_error","parent_scope_id":29,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":"us-code-16-1106-c9c0cfbc8cd64c78","scope_id":31,"started_record_count":0},{"capture_scope_id":38,"discarded_record_count":0,"elapsed_seconds":0.7240211814641953,"emitted_record_count":0,"name":"record","observed_error_count":0,"ordinal":0,"outcome":"returned_without_observed_error","parent_scope_id":38,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":"us-code-10-512-8fea55f8f9ffeb43","scope_id":40,"started_record_count":0},{"capture_scope_id":38,"discarded_record_count":0,"elapsed_seconds":0.9173810333013535,"emitted_record_count":0,"name":"record","observed_error_count":0,"ordinal":1,"outcome":"returned_without_observed_error","parent_scope_id":38,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":"us-code-1-102-cba242d0471925cd","scope_id":46,"started_record_count":0},{"capture_scope_id":38,"discarded_record_count":0,"elapsed_seconds":0.7597630368545651,"emitted_record_count":0,"name":"record","observed_error_count":0,"ordinal":2,"outcome":"returned_without_observed_error","parent_scope_id":38,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":"us-code-12-165-907420ded9487d9f","scope_id":52,"started_record_count":0},{"capture_scope_id":38,"discarded_record_count":0,"elapsed_seconds":0.7038155598565936,"emitted_record_count":0,"name":"record","observed_error_count":0,"ordinal":3,"outcome":"returned_without_observed_error","parent_scope_id":38,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":"us-code-54-101933.-c0d919f580b0f666","scope_id":58,"started_record_count":0},{"capture_scope_id":65,"discarded_record_count":0,"elapsed_seconds":0.7560224682092667,"emitted_record_count":0,"name":"record","observed_error_count":0,"ordinal":0,"outcome":"returned_without_observed_error","parent_scope_id":65,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":"us-code-10-512-8fea55f8f9ffeb43","scope_id":67,"started_record_count":0},{"capture_scope_id":65,"discarded_record_count":0,"elapsed_seconds":0.9481701049953699,"emitted_record_count":0,"name":"record","observed_error_count":0,"ordinal":1,"outcome":"returned_without_observed_error","parent_scope_id":65,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":"us-code-1-102-cba242d0471925cd","scope_id":73,"started_record_count":0},{"capture_scope_id":65,"discarded_record_count":0,"elapsed_seconds":0.7792094787582755,"emitted_record_count":0,"name":"record","observed_error_count":0,"ordinal":2,"outcome":"returned_without_observed_error","parent_scope_id":65,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":"us-code-12-165-907420ded9487d9f","scope_id":79,"started_record_count":0},{"capture_scope_id":65,"discarded_record_count":0,"elapsed_seconds":0.7010684004053473,"emitted_record_count":0,"name":"record","observed_error_count":0,"ordinal":3,"outcome":"returned_without_observed_error","parent_scope_id":65,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":"us-code-54-101933.-c0d919f580b0f666","scope_id":85,"started_record_count":0},{"capture_scope_id":92,"discarded_record_count":0,"elapsed_seconds":0.7615704638883471,"emitted_record_count":0,"name":"record","observed_error_count":0,"ordinal":0,"outcome":"returned_without_observed_error","parent_scope_id":92,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":"us-code-10-512-8fea55f8f9ffeb43","scope_id":94,"started_record_count":0},{"capture_scope_id":92,"discarded_record_count":0,"elapsed_seconds":0.9565561097115278,"emitted_record_count":0,"name":"record","observed_error_count":0,"ordinal":1,"outcome":"returned_without_observed_error","parent_scope_id":92,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":"us-code-1-102-cba242d0471925cd","scope_id":100,"started_record_count":0},{"capture_scope_id":92,"discarded_record_count":0,"elapsed_seconds":0.7894834820181131,"emitted_record_count":0,"name":"record","observed_error_count":0,"ordinal":2,"outcome":"returned_without_observed_error","parent_scope_id":92,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":"us-code-12-165-907420ded9487d9f","scope_id":106,"started_record_count":0},{"capture_scope_id":92,"discarded_record_count":0,"elapsed_seconds":0.715622752904892,"emitted_record_count":0,"name":"record","observed_error_count":0,"ordinal":3,"outcome":"returned_without_observed_error","parent_scope_id":92,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":"us-code-54-101933.-c0d919f580b0f666","scope_id":112,"started_record_count":0},{"capture_scope_id":119,"discarded_record_count":0,"elapsed_seconds":0.7899936195462942,"emitted_record_count":0,"name":"record","observed_error_count":0,"ordinal":0,"outcome":"returned_without_observed_error","parent_scope_id":119,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":"us-code-10-512-8fea55f8f9ffeb43","scope_id":121,"started_record_count":0},{"capture_scope_id":119,"discarded_record_count":0,"elapsed_seconds":0.9426749171689153,"emitted_record_count":0,"name":"record","observed_error_count":0,"ordinal":1,"outcome":"returned_without_observed_error","parent_scope_id":119,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":"us-code-1-102-cba242d0471925cd","scope_id":127,"started_record_count":0},{"capture_scope_id":119,"discarded_record_count":0,"elapsed_seconds":0.7694792365655303,"emitted_record_count":0,"name":"record","observed_error_count":0,"ordinal":2,"outcome":"returned_without_observed_error","parent_scope_id":119,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":"us-code-12-165-907420ded9487d9f","scope_id":133,"started_record_count":0},{"capture_scope_id":119,"discarded_record_count":0,"elapsed_seconds":0.6963530275970697,"emitted_record_count":0,"name":"record","observed_error_count":0,"ordinal":3,"outcome":"returned_without_observed_error","parent_scope_id":119,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":"us-code-54-101933.-c0d919f580b0f666","scope_id":139,"started_record_count":0}],"reuse_qualified":false,"schema_version":"ontology-capture-observation-v1","stage_totals":{"actors":{"aborted_scopes":0,"calls":21,"elapsed_seconds":0.44267450366169214,"scopes_with_observed_error":0},"fallback_projection":{"aborted_scopes":0,"calls":21,"elapsed_seconds":15.119449770078063,"scopes_with_observed_error":0},"frame_triples":{"aborted_scopes":0,"calls":21,"elapsed_seconds":3.3595599234104156e-05,"scopes_with_observed_error":0},"procedure":{"aborted_scopes":0,"calls":21,"elapsed_seconds":0.42642425652593374,"scopes_with_observed_error":0},"recipient":{"aborted_scopes":0,"calls":21,"elapsed_seconds":1.3334399070590734,"scopes_with_observed_error":0},"recipient_import":{"aborted_scopes":0,"calls":6,"elapsed_seconds":1.5636906027793884e-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":2.171844244003296e-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":2.3618340492248535e-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":1.285752959549427,"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":0.08134973049163818,"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":0.020976093597710133,"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":0.0186733640730381,"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":2.2510066628456116e-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":0.7951329629868269,"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":0.3217601301148534,"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":0.03685670159757137,"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":0.020983166992664337,"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":2,"discarded_record_count":0,"elapsed_seconds":1.5022233128547668e-06,"emitted_record_count":0,"name":"frame_triples","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":16,"record_scope_id":16,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":17,"started_record_count":0},{"capture_scope_id":2,"discarded_record_count":0,"elapsed_seconds":0.6670422172173858,"emitted_record_count":0,"name":"fallback_projection","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":16,"record_scope_id":16,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":18,"started_record_count":0},{"capture_scope_id":2,"discarded_record_count":0,"elapsed_seconds":0.03918258100748062,"emitted_record_count":0,"name":"recipient","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":16,"record_scope_id":16,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":19,"started_record_count":0},{"capture_scope_id":2,"discarded_record_count":0,"elapsed_seconds":0.01812648121267557,"emitted_record_count":0,"name":"actors","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":16,"record_scope_id":16,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":20,"started_record_count":0},{"capture_scope_id":2,"discarded_record_count":0,"elapsed_seconds":0.01803119108080864,"emitted_record_count":0,"name":"procedure","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":16,"record_scope_id":16,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":21,"started_record_count":0},{"capture_scope_id":2,"discarded_record_count":0,"elapsed_seconds":1.4277175068855286e-06,"emitted_record_count":0,"name":"frame_triples","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":22,"record_scope_id":22,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":23,"started_record_count":0},{"capture_scope_id":2,"discarded_record_count":0,"elapsed_seconds":0.5558509072288871,"emitted_record_count":0,"name":"fallback_projection","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":22,"record_scope_id":22,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":24,"started_record_count":0},{"capture_scope_id":2,"discarded_record_count":0,"elapsed_seconds":0.05766146723181009,"emitted_record_count":0,"name":"recipient","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":22,"record_scope_id":22,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":25,"started_record_count":0},{"capture_scope_id":2,"discarded_record_count":0,"elapsed_seconds":0.022858952172100544,"emitted_record_count":0,"name":"actors","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":22,"record_scope_id":22,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":26,"started_record_count":0},{"capture_scope_id":2,"discarded_record_count":0,"elapsed_seconds":0.0228789784014225,"emitted_record_count":0,"name":"procedure","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":22,"record_scope_id":22,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":27,"started_record_count":0},{"capture_scope_id":29,"discarded_record_count":0,"elapsed_seconds":2.9206275939941406e-06,"emitted_record_count":0,"name":"recipient_import","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":29,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":30,"started_record_count":0},{"capture_scope_id":29,"discarded_record_count":0,"elapsed_seconds":1.846812665462494e-06,"emitted_record_count":0,"name":"frame_triples","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":31,"record_scope_id":31,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":32,"started_record_count":0},{"capture_scope_id":29,"discarded_record_count":0,"elapsed_seconds":0.6921436591073871,"emitted_record_count":0,"name":"fallback_projection","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":31,"record_scope_id":31,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":33,"started_record_count":0},{"capture_scope_id":29,"discarded_record_count":0,"elapsed_seconds":0.048879170790314674,"emitted_record_count":0,"name":"recipient","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":31,"record_scope_id":31,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":34,"started_record_count":0},{"capture_scope_id":29,"discarded_record_count":0,"elapsed_seconds":0.01591956801712513,"emitted_record_count":0,"name":"actors","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":31,"record_scope_id":31,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":35,"started_record_count":0},{"capture_scope_id":29,"discarded_record_count":0,"elapsed_seconds":0.01618344523012638,"emitted_record_count":0,"name":"procedure","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":31,"record_scope_id":31,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":36,"started_record_count":0},{"capture_scope_id":38,"discarded_record_count":0,"elapsed_seconds":2.7045607566833496e-06,"emitted_record_count":0,"name":"recipient_import","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":38,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":39,"started_record_count":0},{"capture_scope_id":38,"discarded_record_count":0,"elapsed_seconds":1.4938414096832275e-06,"emitted_record_count":0,"name":"frame_triples","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":40,"record_scope_id":40,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":41,"started_record_count":0},{"capture_scope_id":38,"discarded_record_count":0,"elapsed_seconds":0.6430712845176458,"emitted_record_count":0,"name":"fallback_projection","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":40,"record_scope_id":40,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":42,"started_record_count":0},{"capture_scope_id":38,"discarded_record_count":0,"elapsed_seconds":0.038528988137841225,"emitted_record_count":0,"name":"recipient","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":40,"record_scope_id":40,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":43,"started_record_count":0},{"capture_scope_id":38,"discarded_record_count":0,"elapsed_seconds":0.017568200826644897,"emitted_record_count":0,"name":"actors","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":40,"record_scope_id":40,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":44,"started_record_count":0},{"capture_scope_id":38,"discarded_record_count":0,"elapsed_seconds":0.017341183498501778,"emitted_record_count":0,"name":"procedure","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":40,"record_scope_id":40,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":45,"started_record_count":0},{"capture_scope_id":38,"discarded_record_count":0,"elapsed_seconds":1.4742836356163025e-06,"emitted_record_count":0,"name":"frame_triples","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":46,"record_scope_id":46,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":47,"started_record_count":0},{"capture_scope_id":38,"discarded_record_count":0,"elapsed_seconds":0.8064219951629639,"emitted_record_count":0,"name":"fallback_projection","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":46,"record_scope_id":46,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":48,"started_record_count":0},{"capture_scope_id":38,"discarded_record_count":0,"elapsed_seconds":0.05809849500656128,"emitted_record_count":0,"name":"recipient","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":46,"record_scope_id":46,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":49,"started_record_count":0},{"capture_scope_id":38,"discarded_record_count":0,"elapsed_seconds":0.02163033466786146,"emitted_record_count":0,"name":"actors","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":46,"record_scope_id":46,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":50,"started_record_count":0},{"capture_scope_id":38,"discarded_record_count":0,"elapsed_seconds":0.021531198173761368,"emitted_record_count":0,"name":"procedure","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":46,"record_scope_id":46,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":51,"started_record_count":0},{"capture_scope_id":38,"discarded_record_count":0,"elapsed_seconds":1.5599653124809265e-06,"emitted_record_count":0,"name":"frame_triples","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":52,"record_scope_id":52,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":53,"started_record_count":0},{"capture_scope_id":38,"discarded_record_count":0,"elapsed_seconds":0.6751766568049788,"emitted_record_count":0,"name":"fallback_projection","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":52,"record_scope_id":52,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":54,"started_record_count":0},{"capture_scope_id":38,"discarded_record_count":0,"elapsed_seconds":0.0403713695704937,"emitted_record_count":0,"name":"recipient","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":52,"record_scope_id":52,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":55,"started_record_count":0},{"capture_scope_id":38,"discarded_record_count":0,"elapsed_seconds":0.01877050381153822,"emitted_record_count":0,"name":"actors","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":52,"record_scope_id":52,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":56,"started_record_count":0},{"capture_scope_id":38,"discarded_record_count":0,"elapsed_seconds":0.018474499695003033,"emitted_record_count":0,"name":"procedure","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":52,"record_scope_id":52,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":57,"started_record_count":0},{"capture_scope_id":38,"discarded_record_count":0,"elapsed_seconds":1.3560056686401367e-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":38,"discarded_record_count":0,"elapsed_seconds":0.5882137818261981,"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":38,"discarded_record_count":0,"elapsed_seconds":0.05949218384921551,"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":38,"discarded_record_count":0,"elapsed_seconds":0.02395059634000063,"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":38,"discarded_record_count":0,"elapsed_seconds":0.023659082129597664,"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":65,"discarded_record_count":0,"elapsed_seconds":2.4279579520225525e-06,"emitted_record_count":0,"name":"recipient_import","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":65,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":66,"started_record_count":0},{"capture_scope_id":65,"discarded_record_count":0,"elapsed_seconds":1.473352313041687e-06,"emitted_record_count":0,"name":"frame_triples","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":67,"record_scope_id":67,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":68,"started_record_count":0},{"capture_scope_id":65,"discarded_record_count":0,"elapsed_seconds":0.6733328234404325,"emitted_record_count":0,"name":"fallback_projection","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":67,"record_scope_id":67,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":69,"started_record_count":0},{"capture_scope_id":65,"discarded_record_count":0,"elapsed_seconds":0.039086658507585526,"emitted_record_count":0,"name":"recipient","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":67,"record_scope_id":67,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":70,"started_record_count":0},{"capture_scope_id":65,"discarded_record_count":0,"elapsed_seconds":0.01787776406854391,"emitted_record_count":0,"name":"actors","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":67,"record_scope_id":67,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":71,"started_record_count":0},{"capture_scope_id":65,"discarded_record_count":0,"elapsed_seconds":0.017651650123298168,"emitted_record_count":0,"name":"procedure","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":67,"record_scope_id":67,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":72,"started_record_count":0},{"capture_scope_id":65,"discarded_record_count":0,"elapsed_seconds":1.4444813132286072e-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":65,"discarded_record_count":0,"elapsed_seconds":0.8389522088691592,"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":65,"discarded_record_count":0,"elapsed_seconds":0.056171043775975704,"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":65,"discarded_record_count":0,"elapsed_seconds":0.02158964518457651,"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":65,"discarded_record_count":0,"elapsed_seconds":0.021716633811593056,"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":65,"discarded_record_count":0,"elapsed_seconds":1.3969838619232178e-06,"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":65,"discarded_record_count":0,"elapsed_seconds":0.6949129831045866,"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":65,"discarded_record_count":0,"elapsed_seconds":0.04034714866429567,"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":65,"discarded_record_count":0,"elapsed_seconds":0.018529437482357025,"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":65,"discarded_record_count":0,"elapsed_seconds":0.018480348400771618,"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":65,"discarded_record_count":0,"elapsed_seconds":1.5487894415855408e-06,"emitted_record_count":0,"name":"frame_triples","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":85,"record_scope_id":85,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":86,"started_record_count":0},{"capture_scope_id":65,"discarded_record_count":0,"elapsed_seconds":0.5833513140678406,"emitted_record_count":0,"name":"fallback_projection","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":85,"record_scope_id":85,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":87,"started_record_count":0},{"capture_scope_id":65,"discarded_record_count":0,"elapsed_seconds":0.06051098648458719,"emitted_record_count":0,"name":"recipient","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":85,"record_scope_id":85,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":88,"started_record_count":0},{"capture_scope_id":65,"discarded_record_count":0,"elapsed_seconds":0.02376778330653906,"emitted_record_count":0,"name":"actors","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":85,"record_scope_id":85,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":89,"started_record_count":0},{"capture_scope_id":65,"discarded_record_count":0,"elapsed_seconds":0.023660626262426376,"emitted_record_count":0,"name":"procedure","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":85,"record_scope_id":85,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":90,"started_record_count":0},{"capture_scope_id":92,"discarded_record_count":0,"elapsed_seconds":2.7883797883987427e-06,"emitted_record_count":0,"name":"recipient_import","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":92,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":93,"started_record_count":0},{"capture_scope_id":92,"discarded_record_count":0,"elapsed_seconds":1.5832483768463135e-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":92,"discarded_record_count":0,"elapsed_seconds":0.678136333823204,"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":92,"discarded_record_count":0,"elapsed_seconds":0.039090218022465706,"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":92,"discarded_record_count":0,"elapsed_seconds":0.017673862166702747,"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":92,"discarded_record_count":0,"elapsed_seconds":0.01904543023556471,"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":92,"discarded_record_count":0,"elapsed_seconds":1.603737473487854e-06,"emitted_record_count":0,"name":"frame_triples","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":100,"record_scope_id":100,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":101,"started_record_count":0},{"capture_scope_id":92,"discarded_record_count":0,"elapsed_seconds":0.843014869838953,"emitted_record_count":0,"name":"fallback_projection","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":100,"record_scope_id":100,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":102,"started_record_count":0},{"capture_scope_id":92,"discarded_record_count":0,"elapsed_seconds":0.056625437922775745,"emitted_record_count":0,"name":"recipient","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":100,"record_scope_id":100,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":103,"started_record_count":0},{"capture_scope_id":92,"discarded_record_count":0,"elapsed_seconds":0.022409777157008648,"emitted_record_count":0,"name":"actors","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":100,"record_scope_id":100,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":104,"started_record_count":0},{"capture_scope_id":92,"discarded_record_count":0,"elapsed_seconds":0.022975643165409565,"emitted_record_count":0,"name":"procedure","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":100,"record_scope_id":100,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":105,"started_record_count":0},{"capture_scope_id":92,"discarded_record_count":0,"elapsed_seconds":1.6577541828155518e-06,"emitted_record_count":0,"name":"frame_triples","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":106,"record_scope_id":106,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":107,"started_record_count":0},{"capture_scope_id":92,"discarded_record_count":0,"elapsed_seconds":0.702198657207191,"emitted_record_count":0,"name":"fallback_projection","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":106,"record_scope_id":106,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":108,"started_record_count":0},{"capture_scope_id":92,"discarded_record_count":0,"elapsed_seconds":0.04084339179098606,"emitted_record_count":0,"name":"recipient","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":106,"record_scope_id":106,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":109,"started_record_count":0},{"capture_scope_id":92,"discarded_record_count":0,"elapsed_seconds":0.0193635243922472,"emitted_record_count":0,"name":"actors","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":106,"record_scope_id":106,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":110,"started_record_count":0},{"capture_scope_id":92,"discarded_record_count":0,"elapsed_seconds":0.018999047577381134,"emitted_record_count":0,"name":"procedure","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":106,"record_scope_id":106,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":111,"started_record_count":0},{"capture_scope_id":92,"discarded_record_count":0,"elapsed_seconds":1.5310943126678467e-06,"emitted_record_count":0,"name":"frame_triples","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":112,"record_scope_id":112,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":113,"started_record_count":0},{"capture_scope_id":92,"discarded_record_count":0,"elapsed_seconds":0.5984248723834753,"emitted_record_count":0,"name":"fallback_projection","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":112,"record_scope_id":112,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":114,"started_record_count":0},{"capture_scope_id":92,"discarded_record_count":0,"elapsed_seconds":0.059923757798969746,"emitted_record_count":0,"name":"recipient","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":112,"record_scope_id":112,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":115,"started_record_count":0},{"capture_scope_id":92,"discarded_record_count":0,"elapsed_seconds":0.023246278055012226,"emitted_record_count":0,"name":"actors","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":112,"record_scope_id":112,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":116,"started_record_count":0},{"capture_scope_id":92,"discarded_record_count":0,"elapsed_seconds":0.022949236445128918,"emitted_record_count":0,"name":"procedure","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":112,"record_scope_id":112,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":117,"started_record_count":0},{"capture_scope_id":119,"discarded_record_count":0,"elapsed_seconds":2.623535692691803e-06,"emitted_record_count":0,"name":"recipient_import","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":119,"record_scope_id":null,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":120,"started_record_count":0},{"capture_scope_id":119,"discarded_record_count":0,"elapsed_seconds":1.560896635055542e-06,"emitted_record_count":0,"name":"frame_triples","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":121,"record_scope_id":121,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":122,"started_record_count":0},{"capture_scope_id":119,"discarded_record_count":0,"elapsed_seconds":0.7007057722657919,"emitted_record_count":0,"name":"fallback_projection","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":121,"record_scope_id":121,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":123,"started_record_count":0},{"capture_scope_id":119,"discarded_record_count":0,"elapsed_seconds":0.04089479614049196,"emitted_record_count":0,"name":"recipient","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":121,"record_scope_id":121,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":124,"started_record_count":0},{"capture_scope_id":119,"discarded_record_count":0,"elapsed_seconds":0.018058896996080875,"emitted_record_count":0,"name":"actors","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":121,"record_scope_id":121,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":125,"started_record_count":0},{"capture_scope_id":119,"discarded_record_count":0,"elapsed_seconds":0.01857070531696081,"emitted_record_count":0,"name":"procedure","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":121,"record_scope_id":121,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":126,"started_record_count":0},{"capture_scope_id":119,"discarded_record_count":0,"elapsed_seconds":1.3951212167739868e-06,"emitted_record_count":0,"name":"frame_triples","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":127,"record_scope_id":127,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":128,"started_record_count":0},{"capture_scope_id":119,"discarded_record_count":0,"elapsed_seconds":0.8338562799617648,"emitted_record_count":0,"name":"fallback_projection","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":127,"record_scope_id":127,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":129,"started_record_count":0},{"capture_scope_id":119,"discarded_record_count":0,"elapsed_seconds":0.05585760157555342,"emitted_record_count":0,"name":"recipient","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":127,"record_scope_id":127,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":130,"started_record_count":0},{"capture_scope_id":119,"discarded_record_count":0,"elapsed_seconds":0.02108572516590357,"emitted_record_count":0,"name":"actors","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":127,"record_scope_id":127,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":131,"started_record_count":0},{"capture_scope_id":119,"discarded_record_count":0,"elapsed_seconds":0.021754175424575806,"emitted_record_count":0,"name":"procedure","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":127,"record_scope_id":127,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":132,"started_record_count":0},{"capture_scope_id":119,"discarded_record_count":0,"elapsed_seconds":1.514330506324768e-06,"emitted_record_count":0,"name":"frame_triples","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":133,"record_scope_id":133,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":134,"started_record_count":0},{"capture_scope_id":119,"discarded_record_count":0,"elapsed_seconds":0.6802555033937097,"emitted_record_count":0,"name":"fallback_projection","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":133,"record_scope_id":133,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":135,"started_record_count":0},{"capture_scope_id":119,"discarded_record_count":0,"elapsed_seconds":0.04097836185246706,"emitted_record_count":0,"name":"recipient","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":133,"record_scope_id":133,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":136,"started_record_count":0},{"capture_scope_id":119,"discarded_record_count":0,"elapsed_seconds":0.019267714582383633,"emitted_record_count":0,"name":"actors","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":133,"record_scope_id":133,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":137,"started_record_count":0},{"capture_scope_id":119,"discarded_record_count":0,"elapsed_seconds":0.01929078996181488,"emitted_record_count":0,"name":"procedure","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":133,"record_scope_id":133,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":138,"started_record_count":0},{"capture_scope_id":119,"discarded_record_count":0,"elapsed_seconds":1.6121193766593933e-06,"emitted_record_count":0,"name":"frame_triples","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":139,"record_scope_id":139,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":140,"started_record_count":0},{"capture_scope_id":119,"discarded_record_count":0,"elapsed_seconds":0.5835017273202538,"emitted_record_count":0,"name":"fallback_projection","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":139,"record_scope_id":139,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":141,"started_record_count":0},{"capture_scope_id":119,"discarded_record_count":0,"elapsed_seconds":0.05778638832271099,"emitted_record_count":0,"name":"recipient","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":139,"record_scope_id":139,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":142,"started_record_count":0},{"capture_scope_id":119,"discarded_record_count":0,"elapsed_seconds":0.02314666286110878,"emitted_record_count":0,"name":"actors","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":139,"record_scope_id":139,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":143,"started_record_count":0},{"capture_scope_id":119,"discarded_record_count":0,"elapsed_seconds":0.0235738605260849,"emitted_record_count":0,"name":"procedure","observed_error_count":0,"ordinal":null,"outcome":"returned_without_observed_error","parent_scope_id":139,"record_scope_id":139,"returned_record_count":null,"reuse_qualified":false,"sample_id":null,"scope_id":144,"started_record_count":0}]},"optimizer_accepted_epochs":0,"optimizer_history_persisted":false,"overlapping_normalized_text_sha256":[],"overlapping_sample_ids":[],"pretraining_seconds":13.000910744071007,"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-17f879747460eaa9bbb253ba5b73f6aa0a014ec31ec00b3099d657f267bd127e","runtime":{"native_pool":null,"pid":2657354,"python":"3.12.3"},"sample_build_seconds":0.2678251191973686,"sample_count":1,"sample_records_sha256":"5531fe80fc211e14b52210cfbb51ab6c99cf6548ce3d8cd7b92944243835d06f","schema_version":"autoencoder-training-worker-receipt-v1","shared_target_count":5,"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":4}},"shared_target_status_counts":{"ready":5},"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":25,"schema_version":"feature-shared-target-supervision/v1","scope":"native payload bridge supervision; not semantic qualification or Lean admission","target_count":5,"target_sample_ids":["us-code-1-102-cba242d0471925cd","us-code-10-512-8fea55f8f9ffeb43","us-code-12-165-907420ded9487d9f","us-code-16-1106-c9c0cfbc8cd64c78","us-code-54-101933.-c0d919f580b0f666"],"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":0,"sparse_patch_segments":[],"target_artifact_format":"bundle","target_artifact_verification_seconds":0.1688383612781763,"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":8819,"collections":4421,"uncollectable":0},{"collected":1025,"collections":401,"uncollectable":0},{"collected":99,"collections":27,"uncollectable":0}],"gc_stats_before":[{"collected":8819,"collections":189,"uncollectable":0},{"collected":1025,"collections":17,"uncollectable":0},{"collected":89,"collections":1,"uncollectable":0}],"gc_stats_delta":[{"collected":0,"collections":4232,"uncollectable":0},{"collected":0,"collections":384,"uncollectable":0},{"collected":10,"collections":26,"uncollectable":0}],"gc_threshold_after":[700,10,10],"gc_threshold_before":[700,10,10],"hydrate_seconds":7.280747073702514,"max_referenced_uncompressed_bytes":268435456,"policy":"default","referenced_uncompressed_bytes":null,"requested":false,"skip_reason":"not_requested","total_seconds":7.280776524916291},"target_hydration_seconds":7.280790175311267,"target_load_seconds":10.031074889935553,"target_reduction":{"applied":false,"hash_seconds":0.0,"initialization_seconds":0.0,"memory_after":null,"memory_before":null,"original_target_count":5,"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":45780345,"path":"/home/barberb/lift_coding/external/ipfs_datasets/workspace/test-logs/federal-corpus-audits/feature-pretraining-smoke-20260930/distributed-worker-a-32t4v-r2/jobs/span-attempt-a4eb13f3b70992a42c5456a4adf2e3ca787863fc0221df3ded8ff48ddf9348fb/attempt-1/artifacts/7a/7af287ed7ae63e20ab7ebd6862c5dc294fb348578d2008324be4d175ee2c81b0","sha256":"7af287ed7ae63e20ab7ebd6862c5dc294fb348578d2008324be4d175ee2c81b0"},"target_snapshot_id":"sha256:c4f9ef0b872b834443a3603eef251d372d894f851c719127777ff5ec29875695","target_snapshot_sample_count":36,"target_snapshot_status_counts":{"ready":36},"target_storage_statistics":{"artifact_bytes":45780345,"artifact_format":"bundle","closed":false,"compressed_target_bytes":44650150,"decompressed_bytes":106935205,"decompressed_shards":5,"deduplicated_target_count":0,"hydrate_validate_seconds":6.7711136462166905,"manifest_bytes":1130179,"manifest_parse_validate_seconds":0.0497784661129117,"open_hash_seconds":0.11881123203784227,"read_decompress_seconds":0.44874398224055767,"referenced_uncompressed_target_bytes":790907043,"sample_count":36,"schema_version":"legal-ir-target-bundle-v1","shard_count":36,"target_reference_count":36,"unique_decompressed_shards":5,"unique_uncompressed_target_bytes":790907043},"training_report":{"accepted_epochs":0,"after":{"cosine_loss":0.07784362114049428,"cross_entropy_entropy_loss":0.6196194220477456,"cross_entropy_excess_loss":1.577605155288474,"cross_entropy_loss":2.1972245773362196,"decoded_embeddings":{"us-code-1-102-cba242d0471925cd":[-0.009170478040307302,-0.014734151973065835,0.031203418055338262,-0.02620949330672749,0.010278075085776783,0.011026647707063256,0.0249059426834378,0.01256361415509729,-0.01075895343693909,0.00245322805645705,0.003943917469793565,-0.008048537166954714,0.01071892384726032,0.004891411974975311,-0.007038859943674697,-0.00727514149945573,-0.01076416767077288,0.025564017988037174,-0.0224057291560875,0.03092205575645436,0.04874946479074942,0.002324225316712185,-0.017730754137668163,-0.019533990972413026,0.017091563657596547,0.02336235585816571,-0.046233877769823704,-0.01201084946859111,-0.03335655071625094,-0.10678721798379302,-0.01508111499667053,-0.01890749747765213,0.007065314541105906,-0.004263989734462907,-0.002954601142845104,-0.03527688380994982,-0.01277186503535594,0.025453356053378964,-0.012865221726033375,0.03166424850441345,0.029394293117470573,0.010198735457054632,-0.0027204631896512715,-0.025317153399671014,-0.02983148056293649,-0.01688636529681577,-0.012776946939056425,0.005334692735941985,0.002957480693465676,-0.01886123253569899,0.015477602039572491,-0.0061734803492948616,0.005094556520946246,0.0401525218043548,0.0026798220753056286,0.011495034239198164,0.031245347152394406,0.010285076760464164,0.02962557328253397,0.017424825592802954,0.019753200999454067,0.011059340604498025,-0.15692619099125754,0.0533238686473268,0.016695240601380574,0.024880390978204683,-0.020659220332939373,-0.011629289781336087,0.013789826053973785,0.006079526950598698,-0.02930271310302672,0.011177441221803593,-0.0157020805924348,0.02332827579285035,0.0021576839155402865,0.004210012190317469,0.0020142445076901244,-0.011231435134230925,0.0011288635737789654,-0.003320738423775119,-0.014742831321528965,-0.014694544620424327,-0.012075974208611735,-0.01052356254017621,-0.02006745037234988,-0.030302771356073968,0.0004747919603643974,-0.025843473232430143,0.024513471284386763,0.013157623170435458,-0.016194190736640992,-0.026647958040244623,0.01189048605968326,0.0157011366519272,-0.05904187355671546,-0.016802897926560287,0.01896101854337403,0.007231112083707038,-0.016795848018183807,0.11391882554794006,-0.01804158228920559,0.00822191749104753,0.0011080217622613502,-0.009277833376476625,0.02560725574644034,-0.00451903179036078,0.0035789271679277706,-0.01360819688933838,-0.014519597165976214,0.007820068604422237,-0.00792965032661934,0.009531323767464083,0.032239138395090204,-0.03343595887584887,0.011895949777772396,0.017726401836939215,0.037458433612710576,0.029152425192169026,-0.0033029701615268506,-0.01184478256158227,-0.0013269657544020623,-0.005657642922418141,-0.002456356079972899,-0.017244878348023913,0.003810025415133385,-0.03816271782088898,0.03239725445329501,0.052926290240375165,0.01984187234763969,0.016142905910008873,0.03561389450046591,-0.014891222504597915,-0.026601040720671685,-0.02378334500923376,0.008909666612054251,0.009522460716091783,-0.0012208496579710296,0.011848109869650215,0.009479436270152174,-0.019704789062674533,-0.01527036659683052,-0.06161999013677272,-0.020505208351883325,-0.044144356536486455,-0.027427645086334666,0.06888302362410638,-0.026019266362121866,0.023017369989239575,-0.018947362171964417,0.005779941073707734,-0.008365688616444796,0.024605884224614735,-0.006334706555589861,-0.012175251594186719,-0.007178252305527478,0.016239265486468077,0.019035463480540915,0.03080201089545584,-0.022762318933315616,0.004568359122064642,0.014096047986184234,-0.025636341661008016,-0.005779687309975011,0.07693490359187288,0.015087922563375222,-0.041225992526488224,-0.0054444133380366945,0.00627208233839976,0.001844264286395048,-0.010549800673827554,0.02123117280667032,0.008132968462025303,-0.02019677557939704,0.0049777327683323165,0.05347289321536632,0.0148671330759249,0.00014824328854380576,0.011195859669140468,-0.010166382654368292,0.007273902357683793,0.021799186973213994,-0.03870622032609189,-0.02538493049907464,0.021641549027244824,0.0225837644950855,-0.017644569009834105,-0.02624715298715892,-0.0159423095938892,0.022081855012964603,0.044271149577993545,-0.03286672275344146,0.027532225805901034,-0.031971284572022196,0.0032994080357214807,-0.012292645548295863,-0.02446256359698793,-0.02932506340413122,-0.02062962056296502,0.010143864324534228,-0.021808103318559802,0.02388357346567092,0.006117670135800523,-0.021056634665638247,0.025445095797260404,0.02047594544750347,0.005750474555269837,0.009553499705421499,-0.002508768507740679,-0.006555556963695396,0.02725480685790637,-0.021045385813528092,0.02154208565085675,0.021690497231336477,-0.009160184750062701,-0.012080150480806875,0.004388603656917464,0.006267317358915073,0.02325519130764605,0.009669224051824986,0.01360068688319339,0.009148539391003548,-0.025167196757428623,0.006292431638567292,-0.1145745919407314,0.012525185179371913,-0.009043516472494777,-0.020953399707992634,0.00019845725539448852,-0.023148223837169357,0.026377975074662437,-0.013644423217821756,-0.008545872038317751,0.028725840049667068,0.04141452103459954,-0.004849334979330535,-0.023371482312980286,0.022033605314610596,-0.0031397924472793947,0.024895639766390334,0.0071086365904675436,-0.003438578124509665,-0.013660956953922483,-0.0033064399266625275,0.002182004054924836,0.007243168693205838,-0.02124004500755463,-0.021402802632665245,0.0313693486112333,0.008110337683034317,0.07735655202174213,0.002337159049684515,0.00895156956082845,-0.006722028099859362,0.02967865739814548,0.001282972205732028,-0.011517074863827423,-0.0676452220566731,0.026131071105487756,0.027484834391164788,-0.021786782304898417,1.305205833712457e-05,-0.01877414909531179,-0.021527878921160443,-0.008913977836570665,0.021009171468891155,-0.005863813814733486,-0.018061587598852475,0.021621638189806267,-0.017033530356321,-0.0015521457469315518,0.01194815181508046,-0.020017514682166365,0.007729761739158691,0.01567998362149099,-0.015706768406081834,0.007289687895890845,0.02809601565582308,0.0007172730657965284,-0.024203234660180373,-0.04564990954921063,0.001868319863904244,-0.012453882730579556,0.026734300117587394,-8.932978095053598e-05,-0.023969618677310598,0.018720480649669472,-0.027151174688770555,0.03129657202733195,0.006622339652272157,-0.008267396859706178,-0.008498695511988922,0.017868289041473036,-0.021684980739098227,-0.006074860163391187,0.02565600650281409,0.003052774847751005,-0.03682962991491107,0.02293831535361595,0.01563076659073005,-0.00030992072616986424,-0.00958567747369123,-0.01386081682849161,-0.023333727215112298,0.017700389527852283,-0.005903044344220254,0.026118593922209683,0.012307802303440545,0.013339333498754618,0.008013133809504212,-0.001179540145010742,0.0057017818691523885,0.02160352635460684,-0.01743127804344366,0.005778015991911899,0.01745232753594727,-0.027977551586065057,-0.013954955337677297,0.012447940703832892,-0.007835819061961301,-0.17985510019827705,0.013810811709047063,0.02556303583951291,0.013262753003462892,-0.00907180726987854,0.012690686948960762,0.03483218621635483,-0.0010684965247787573,-0.03942765281002028,0.010387285684890337,0.01634227875390339,0.020340393866807055,0.005712452467888101,0.0018626968390334873,-0.01485449794920936,0.027141388893127748,0.02108478290996784,-0.028043079301611477,0.02520312874040246,-0.022424880157474337,0.02239384469769628,0.0160954418972878,0.12772873178506122,-0.011383755089958515,0.008292034235944979,0.002194485076236439,0.009278449906336556,0.012476892577215938,0.025496968164333562,-0.010790954181731656,0.02393196753370791,0.01761338416733964,0.07018382634991469,-0.03884342960249576,0.021224642676272942,0.021145823049352343,-0.022669801882962852,0.04274307408419911,0.001502063196999118,-0.009946987833139782,-0.056843328498910134,-0.003651262973095952,-0.005454418572722568,-0.013849336576835621,0.06299610733857076,-0.006008733082310219,-0.037501966180242305,-0.04122241929560166,0.008634751603143117,0.0175826326040402,-0.017085102245207276,-0.00022893903735997367,-0.03302684763052606,-0.012682278645475885,0.004654055951552806,0.01056241093505601,-0.003835470672528326,-0.002989281190007655,-0.0231253391389259,-0.013026997430180338,-0.0027041361825108096,-0.027714329736433337,-0.009176323330586971,0.019075803270254467,0.015752093490166492],"us-code-10-512-8fea55f8f9ffeb43":[-0.007470746798619423,-0.01024369745707206,0.03076532300297283,-0.0259890980047738,0.013242057631796086,0.007564395693310551,0.025680430141809117,0.01175738172552495,-0.014015347097013499,0.004673752670559381,0.002149481370387095,-0.009080746221434413,0.008815683048598179,0.007883226933024139,-0.006603665549249144,-0.006108014151099741,-0.0136239485587628,0.027302800728179547,-0.02280427363320523,0.028957152874671356,0.0519079623370121,0.0013406457036762211,-0.016206255143924875,-0.0237112129657357,0.015680714572939666,0.02429948559208697,-0.04211375440180164,-0.010490522865489165,-0.0344503280205091,-0.1071307628119663,-0.013851660926015568,-0.020098676604454524,0.01118089484266262,-0.008592125299657142,-0.0033298334344907293,-0.039007321687356517,-0.012646801015124559,0.026626629710165727,-0.009797832644529228,0.031331785296913606,0.0284759174016102,0.012420617274396445,-0.0010595361109829752,-0.027620608259445692,-0.03147041172801937,-0.012504755594246004,-0.01601904488518747,0.003692796051423546,0.002655730186586671,-0.025082130846288624,0.013692891675038192,-0.011070306185645449,0.005360728927480029,0.03761603014640874,0.0008757606374972641,0.01455134595411569,0.03248754663254577,0.009951646074846499,0.027998305455134452,0.01614083692921422,0.021880647936538492,0.01231290147169498,-0.16907673731907813,0.053182317843931556,0.015748169105937296,0.023876947124614762,-0.02392586008991323,-0.012627476160486028,0.0053967692270172705,0.0091968653915248,-0.029385486361600134,0.01326598354767776,-0.016115267591512824,0.023036852169675222,0.0026093735378116298,0.00528390031013114,0.004157475063654253,-0.014259966523190868,-0.0037255219021692983,-0.0003088980789811215,-0.018524875486682343,-0.014532700468638447,-0.009181372065005682,-0.01082551899693922,-0.01712396416422781,-0.030783156384380644,0.0014165918012517746,-0.029723588550446683,0.026646791131441222,0.013173457509972727,-0.015361534711053355,-0.02897690618326997,0.011311397750255588,0.015569691001289144,-0.06055298594459161,-0.019381276424618194,0.017343164390606246,0.00662036502236231,-0.019615693824271675,0.1285963418674141,-0.016078434584527596,0.006344216243741575,0.0035149703350548494,-0.007268155848470766,0.024295080137377106,-0.005237085307918627,0.0047862835909369015,-0.012415650871125337,-0.016987899263155606,0.00902401724490476,-0.0049291544639079605,0.00981962498616672,0.03412892576027711,-0.03666637367453154,0.014757743690910178,0.019821495164075848,0.0389555073300315,0.029752163253326212,0.000569440102530125,-0.011156323844584596,-0.0026171679651499496,-0.0029243077679392206,-0.00561853583630581,-0.014610780275318602,0.003909616468934363,-0.043322818997327185,0.032403962149733664,0.06068628701458075,0.019909896504394238,0.0148578834574125,0.03938152128204074,-0.017051830477328306,-0.030052187750046856,-0.023622696668601402,0.008194456226902297,0.010087684924599978,-0.005693746917825815,0.014202369288475333,0.011306368385322577,-0.022550042633995272,-0.014681579750655982,-0.06650713788536905,-0.022331559167771374,-0.04643460984148497,-0.03043461669980258,0.0692069762134099,-0.027627052460596033,0.02297391830632121,-0.018390055050362245,0.00392382940813824,-0.009071417814638319,0.026205819951963423,-0.003948137781667228,-0.015790884672895196,-0.007620995576436187,0.018703369151811935,0.024633361294150283,0.03255188330810891,-0.026587438526228316,0.007491955983842974,0.01400614385808354,-0.028354658192124328,-0.00744712966489501,0.07782194062772452,0.01929139449828091,-0.04080564346523741,-0.0059388131462511234,0.006114605789199826,-0.000550030858589937,-0.007195530421811361,0.023077146265330355,0.00824564739918385,-0.019701309695934987,0.00588366629475939,0.05174326670544649,0.01035839001115091,-0.00016178011105970856,0.013979887908010552,-0.012948097517074653,0.009485535242773284,0.02686310357663952,-0.037798086486763485,-0.022697413044964813,0.02339087802984969,0.027637743251085173,-0.018319739505930015,-0.03392602213548593,-0.017695827751835227,0.026457331312648935,0.04557544666093771,-0.03347160696554666,0.025849269687657064,-0.034696520084956675,-0.001278853627678123,-0.012573440593955348,-0.023284452015894994,-0.02929445617679461,-0.020374416468568156,0.011674750128682406,-0.025323664817817435,0.026000051861313433,0.007936088243002515,-0.02629370147767187,0.024152389872974495,0.020796490893775985,0.006868625454604522,0.011478581463697585,-0.004365537427107591,-0.003427184918575986,0.02953508074449997,-0.02403284413499612,0.024972381299528862,0.02419799544953277,-0.011944049495504157,-0.017451422278127494,0.007241022917250152,0.007775960906923894,0.029422285902664734,0.006023848459269097,0.014513550089296442,0.008336038504728248,-0.024417423149884314,0.009689883832385355,-0.12356790074484353,0.01603176929074045,-0.012442956161275146,-0.025047665176420937,0.00041821155589760696,-0.023921279076833706,0.024733162219523794,-0.008942921588383909,-0.013520898918686929,0.03322078377249656,0.04732432501205002,-0.00531898920506687,-0.026487246408103984,0.023363452708660117,0.0002725077562345711,0.030008084796178662,0.002097936381805261,-0.0048601206322700895,-0.008767299271594383,-0.0014184544935137728,0.00971794497721135,0.006183430000072632,-0.022312691680256593,-0.020661453929220332,0.031311611416362836,0.009784586107124939,0.07978608257302125,0.0011800049464693939,0.008685173131209869,-0.0061006612613061124,0.03162761263189266,0.0061026765177483126,-0.0094708557177241,-0.06625273393291256,0.027419468527246124,0.02789693879438016,-0.019434713959563348,0.006749481036502089,-0.01856788043781636,-0.02576913047594074,-0.005869303060975649,0.027008213072196776,-0.004609563367904864,-0.02209341442479704,0.020455666310469134,-0.019852176522701548,-0.00016945290821011264,0.009305914332752848,-0.021675226574511118,0.007638428813641196,0.0118150474165647,-0.018559890337831057,0.006866160997392011,0.027025850387386877,-0.0008346502798030845,-0.02669340857677994,-0.04759360027859516,0.002926095586207525,-0.013423711805127607,0.032559408282331406,-0.0022542018220431535,-0.030083940442452044,0.016685445106245395,-0.03287984549215539,0.032776708110774364,-0.00022124811557026197,-0.00677668544308242,-0.007084018678093934,0.020521782897692582,-0.02222965497674171,-0.0008100131508317681,0.031746421026339525,0.0005329528590172178,-0.03772606637857281,0.024634563179462506,0.01258545413154559,0.00034953186001126764,-0.011927390295245014,-0.014389577770491964,-0.02616481820761814,0.017920820020348057,-0.008101582443996018,0.026569269456938945,0.012726289675035184,0.011592797515286898,0.0060874885535747315,0.004432102026893974,0.010438985938029229,0.02145603262752791,-0.018784817723543193,0.00404897572751488,0.016102906949896304,-0.031432687285502525,-0.014999839681952017,0.008653760236703256,-0.005870057794023775,-0.18799970811353614,0.015453720678267651,0.02549775535901216,0.018881130424423645,-0.010636042769811466,0.01547303120408993,0.04067792210003545,-0.00033166687825233847,-0.040657774855993395,0.013820535069973442,0.017037553176007563,0.022623777101388614,0.008407364361169765,-0.00033453383798606956,-0.012881513202122299,0.02612706967631842,0.022090826192444787,-0.033026346762383044,0.022630212515032062,-0.02209116477993095,0.019235332211947738,0.014142180035301696,0.13985075765144422,-0.009055734030723541,0.008696745256044525,0.00554406821954355,0.00731441704811976,0.014503151013423546,0.027059740217178593,-0.013447632642427477,0.026702664785096048,0.020476739969050042,0.07849399804901531,-0.046677780206656194,0.025314245446513017,0.022548382583791625,-0.023897679156381094,0.0401115730401433,0.0006675890067015106,-0.010694966176172865,-0.05853234728728169,-0.0035095797453597553,-0.004787387696620658,-0.01487045619733333,0.060112661533674894,-0.004383680823325563,-0.03831331556379021,-0.04426750784870338,0.006032432678042248,0.017908730264646545,-0.014452642912208252,0.0025185504008714468,-0.032424061785671726,-0.01111036335474903,0.005752300476826899,0.012237392759269008,-0.0019710266517674723,-0.005192863811118532,-0.02160497323597064,-0.01201332378753904,0.0003671343516189903,-0.02939390732136315,-0.006184350278783782,0.023882899084269438,0.016990265444691482],"us-code-12-165-907420ded9487d9f":[-0.012508170808591224,-0.018966849147921377,0.04068125376372175,-0.027731998897837777,0.014370475117910536,0.00910541606121317,0.030741783005409307,0.018425447578339315,-0.012715489550949977,0.004674588684136459,0.0040046013077845305,-0.007001703741143101,0.008202677084126983,0.012424584750315236,-0.010856725450798618,-0.006856495356054525,-0.019611726594650353,0.032434098091635444,-0.024841781220764705,0.03492664260065793,0.05999998463063818,0.0020667918168991058,-0.02308247590406843,-0.027060079952318503,0.019969639695103788,0.02800869569592874,-0.056215240337807115,-0.016770483901502573,-0.03642755447159701,-0.13100334823425605,-0.01839836844948482,-0.02633152287678762,0.0076370877361983894,-0.01017596371315335,-0.0018238672869877936,-0.047311682762262254,-0.015534892902127015,0.03553121645644401,-0.01486035519258319,0.036816864452481196,0.03377928304259321,0.017702911229926937,-0.0001699527211593511,-0.034478238098088206,-0.03857792910818575,-0.01652523659582776,-0.016059376549413137,0.003096987202657885,0.004252058538332765,-0.028034072714000074,0.014472776846942302,-0.010524825361271285,0.005912589148410983,0.04398337625860802,0.005094452182698655,0.016989188199995432,0.03600074459634409,0.015274342827377604,0.03702184759144865,0.021636978193290697,0.02765248319749583,0.011723866082195932,-0.2019841729823631,0.05407689754941987,0.024538756429371734,0.030995311221662006,-0.028120748631026298,-0.012211471729154513,0.010328848063681596,0.010240217117949067,-0.03782416688999768,0.008843923069559874,-0.017375689118714465,0.028067833063621914,0.007171494597122689,-0.0003323609572330427,0.00024952090676345516,-0.014400939813454701,-0.00155129300508866,-0.002565313325982214,-0.02461091416430755,-0.022141159975565164,-0.010834218899775386,-0.017506303123290858,-0.01830728854444868,-0.035980313412387714,0.0029872194217616314,-0.032113819318736254,0.02999619902671949,0.017413739651274306,-0.01805835665840741,-0.0391375627913224,0.010798421710538334,0.01676653270831428,-0.07130663988937434,-0.02450301499443562,0.023656973677646277,0.008618724234746283,-0.02760589064686266,0.14795658835741282,-0.01978503160821617,0.004310736700232025,0.0021292402231942393,-0.009067155248611326,0.024424763697688975,-0.0034234275395766344,0.006572360224831153,-0.015120564831191972,-0.01577754222392709,0.0072752678391499424,-0.007354162238443659,0.012607128033011769,0.04001626364007414,-0.0454409304855852,0.016247933829365013,0.023651914759353646,0.04232270102700804,0.0352289968982526,0.00024105180201216555,-0.010209554844326016,-0.0027314499159129513,-0.005378245555053989,-0.00032424760859569234,-0.017025300373966493,0.009341689997927446,-0.0473869961693528,0.037742928976392906,0.0706727634422622,0.027377043173059633,0.02202307896046029,0.04516433492588413,-0.018191537770077246,-0.030956691302033212,-0.029490575447997765,0.007671596359660906,0.01130111861254414,-0.005457419289262619,0.016006599618251318,0.010316958752558881,-0.031999154369058556,-0.015269914782749545,-0.07982389519338226,-0.021190471626693724,-0.055768839942279186,-0.03968319380254073,0.08296284253281458,-0.03729400219381302,0.02765425813590839,-0.027835655454255336,0.00781702335423992,-0.011283090374384805,0.029688467882589886,-0.006422433434731102,-0.011969936854907295,-0.010442042939259221,0.025256073370235815,0.030704797367201636,0.04037312895038836,-0.030197077902797933,0.0042207148264491985,0.01670995744479288,-0.03267092110740471,-0.01355966957846996,0.09179404127278429,0.02482893990030696,-0.048603196965173755,-0.005589900380268086,0.005335127347266857,0.002399773991902031,-0.012975394619823562,0.029057412162823468,0.013460173171112788,-0.02731593072262744,0.013933243804219567,0.062057663618257444,0.017481970027955058,0.0015214611854893827,0.015198267690294493,-0.018298724397098114,0.007767864047379676,0.030095513972377173,-0.043858704575640325,-0.030667935392762816,0.02707498775081195,0.033230021214982,-0.0212539001177557,-0.04125512567502843,-0.024034004946010587,0.031233104792538047,0.058331544349503564,-0.04517819981115264,0.03193964247229632,-0.03850440933683041,-0.0009633728905234021,-0.013975067801773829,-0.027517048038181058,-0.0347714645188322,-0.028678112366527998,0.010956260054279097,-0.025657479573347786,0.03379414667272977,0.007180086009243499,-0.034499628543746864,0.024536752784031893,0.02367230446017415,0.010038694992161737,0.009493688172857857,-0.008090377999095826,-0.007877371902534853,0.03472541265771545,-0.02676677226076961,0.027168296949844233,0.02717845536038682,-0.012365695717348076,-0.02397115101644867,0.008098533231574521,0.0068484413180785,0.02856683133638624,0.010672587882491435,0.014116035911989963,0.013195019442238023,-0.03051120375412058,0.009975161761581912,-0.14381622454096277,0.017080858866650606,-0.00823817301790487,-0.028597106547138203,-0.0021197432994465295,-0.030841152583561987,0.03209663099805449,-0.011628154419835397,-0.012591288016053753,0.033670102702408285,0.05344370858596983,-0.006389492401072951,-0.032402750399979634,0.030160046629727724,-0.0017410437005548596,0.030688630735132793,0.005082953940381076,-0.006454280025127518,-0.012897977483943125,-0.006708093697376211,0.007880582801464813,0.01040401631287251,-0.027228845600348266,-0.028081318836271824,0.038489674192052806,0.007022533303291711,0.1016050111676209,0.0019264175795639673,0.018820855023702128,-0.012296200107509637,0.03316076023246706,0.00492691782052317,-0.009624793376147541,-0.08267555296283165,0.02982278034905461,0.03408091451183021,-0.02287382598867627,0.000927332686633379,-0.027487972205480875,-0.027813586150853786,-0.009099091282185777,0.03373917879187941,-0.0032447040568249035,-0.02233206327160191,0.023449476601221132,-0.021056542975854915,-0.0033390955484154617,0.01373100885657253,-0.02514098201180443,0.009702583243695176,0.015561355516975803,-0.02247836085680062,0.010399109382913944,0.03666834011582651,0.00089108385230981,-0.03457709959991545,-0.056154434906890954,0.0013625810791067046,-0.020536151886580457,0.03764912631233762,-0.005277956985801612,-0.03395015660642785,0.023731082808583666,-0.03857606566494719,0.03763381600746705,0.0007805051382961665,-0.011039060647475276,-0.009552964110340036,0.01919750989913932,-0.031829362238417716,-0.008856292030732061,0.03676752517620062,-0.0010596537578559922,-0.049204252353718204,0.02731259215973851,0.020432719186246596,0.0023988370296133144,-0.013075576829415084,-0.012969156347475214,-0.031639335021863176,0.02265530897055073,-0.0070820958649895575,0.03306631320357073,0.01832787103952494,0.008997434738860055,0.010758737730832529,-0.0034783294200578666,0.009270364912069078,0.02725980829712807,-0.025197206638893705,0.006766324070671416,0.023016643240201196,-0.03942237706704077,-0.017211201547992293,0.012334952833197405,0.0018880149392583555,-0.22430279999863462,0.013204754827611628,0.033069538182804316,0.018805374476531005,-0.011921046493407063,0.016354512256343302,0.04625367229659008,0.0017127027134879388,-0.047516093017734615,0.01703411935219523,0.020617138660446482,0.025887441198265398,0.008913521630115244,-0.0024279534382086144,-0.013377527264302318,0.032636707714929714,0.02848106513623748,-0.03531678095252832,0.025686016944445535,-0.030448372112594747,0.021213833038419387,0.013237733760614264,0.16461979632870194,-0.010738418620869902,0.011938432452378772,-0.0014074696371163264,0.011238071176541364,0.02132004372749348,0.030172324092665802,-0.015795178642826743,0.029469886438324162,0.021917990085141264,0.0892004097759829,-0.058658857525771595,0.029307255534207058,0.027398581604029693,-0.029097446845063258,0.048643902793661986,0.004303258556352987,-0.01092559652318616,-0.06841315855039157,-0.005021338809289713,-0.008648145577440468,-0.022640278197677867,0.07534773883472319,-0.0036968172120204834,-0.046378679384103935,-0.05145326198261932,0.00586047398357799,0.02749096176191135,-0.020258956814078733,0.005546636234011857,-0.03841249590735496,-0.009577583949448935,-0.0012818694383251472,0.013402692575879208,-0.003931330962256352,-0.004128859413430441,-0.024525462973823853,-0.011838721546734331,-0.001808757012268941,-0.038498999774715485,-0.013101438480484666,0.02619690524889165,0.02226097401482849],"us-code-54-101933.-c0d919f580b0f666":[-0.009856874431296401,-0.007814195477156682,0.01828451525195706,-0.015289977046576936,0.008750517660844968,0.006839715820402559,0.0206767037414237,0.005493408657984464,-0.008086843096261828,-0.00015188527423139393,0.0014425025199533235,-0.005906533654063099,0.006646130314395983,0.006228662801227084,-0.00850218048640672,-0.002985712399260766,-0.002955317657039963,0.01718818517425534,-0.014261887077842515,0.022689044259840686,0.033288274723833104,-0.004194262815778082,-0.009840636598996786,-0.011442579883391533,0.0109609064663397,0.015098430109997613,-0.029721611557630236,-0.007890315961679235,-0.02665775407317316,-0.07657403140123459,-0.014106948705320711,-0.012948345131981174,0.003416178391013599,-0.003984311212065762,-0.0006132999664749709,-0.02995328417425314,-0.009270879665470912,0.021523092994990455,-0.0014107074484063942,0.019380303774345183,0.021405467635337412,0.0059323716083065706,-0.0033440803639641177,-0.020731087048519236,-0.023491991472100578,-0.0038697682531907505,-0.010010825198587607,0.0029408977729800077,0.0023933254544529015,-0.016428020460791556,0.003998563811920192,-0.006930073541274521,0.00662478530205057,0.02653931463037091,0.001294474190393529,0.012813320662216666,0.020729833451809718,0.005590134915683517,0.01815459176049945,0.005905664958421829,0.010782611493270861,0.007223804400837145,-0.11423015062310145,0.04188916458010953,0.008737327332592262,0.01514759630542166,-0.011744516928165045,-0.0062517431125481355,0.009490454763362768,0.008855384382982032,-0.01726213151059104,0.0072291018233716295,-0.007967813571600244,0.017637878454883668,0.002306358081128197,-0.002654050568533896,0.00039123469671722456,-0.009236216526293617,-0.00480438361912581,0.0007890435652163407,-0.016477564067237927,-0.011705257199527808,-0.005678066510851758,-0.005571359810874699,-0.011059554537810884,-0.014900330615447266,-0.0013828385925866854,-0.018335158306102717,0.020110868785318523,0.008374953488218338,-0.015827581210681,-0.020734140592198476,0.002467401631354582,0.01432176211272347,-0.044843745833419546,-0.01122522210920013,0.01185490455285144,0.002019872446640138,-0.006800904033889395,0.08935054063535128,-0.01097943620093265,0.010569265222503649,-0.0011536247480326725,-0.00458575005801983,0.018217676385253984,-0.005838246585517578,0.003913465803158963,-0.003297571792548945,-0.00928875719744196,0.007577943686916776,-0.0023103897763648963,0.01106662489811364,0.026158352585235703,-0.02922803474707174,0.011632390785381436,0.015202950696224004,0.02660254902017746,0.020630900228510256,-0.0008017315272255392,-0.008115107469005341,0.0011682195139677293,-0.002030223830328179,0.0010218865164363746,-0.01051446143828358,0.0009655426231326009,-0.023191453988370324,0.0239684145740256,0.03503261525502485,0.014406035999252095,0.01073050598845483,0.023903938509275958,-0.011096634968817925,-0.017367209221304913,-0.015492309937682575,0.006578845213111823,0.009764879325847946,0.0010179030081580382,0.009749985601770282,0.008749207110233987,-0.018724290326400134,-0.016263562440766738,-0.0448409657944209,-0.018712324206333827,-0.03326211938769443,-0.017670208682091258,0.045579614572209326,-0.014682586203422518,0.01356638196722173,-0.014035369579273555,0.010310877858112402,-0.0024790706743249838,0.021836973135824014,-0.0029594353618770295,-0.012315082042463442,-0.006397063083194297,0.012082653424990646,0.01631931008428736,0.01928212182174125,-0.01586543444959574,0.006157642325896117,0.007546746027580817,-0.02106890073486622,0.0019816159679858034,0.05169036148902871,0.009943077176548043,-0.027789919944698302,-0.0019162401336718657,0.003537484288256592,5.0616421299005086e-05,-0.00612231260940713,0.018136626033063354,0.00740938209385265,-0.01159081362641053,0.004530530724067692,0.037765367979249787,0.0055605125476915545,0.0011430179283222078,0.010170431290804563,-0.009020271222382508,0.005694015426104383,0.016946633369296114,-0.022830771539651587,-0.013918556202569954,0.018030686863443966,0.0192443327106245,-0.01429502969594355,-0.022260325675108873,-0.014990645011616588,0.017254434077520513,0.03139852616313533,-0.021032705123548122,0.02242922302233853,-0.022740033313329983,0.0014280769483315087,-0.007784240770522273,-0.016969021247158773,-0.020285841327762847,-0.016210930476360547,0.002073255855020737,-0.020632642663637457,0.0178673894992292,0.002065089429940096,-0.02039787898855245,0.018515123694412487,0.015299458016625682,0.0007117270409701124,0.008873921526957262,-0.004593959225799679,-0.005187183257684881,0.013457713733415613,-0.016652384114565846,0.01939469598515247,0.015667698128321698,-0.0063898494066170364,-0.006342546907163203,0.0054114304802298195,0.007063612957312462,0.021890527383488862,0.0063715315204436514,0.005893786988231529,0.009914426905785756,-0.017670739320969017,-0.0017417638552672098,-0.08333367795171698,0.009363100683654622,-0.007424018988165616,-0.010073313126483052,0.0012426000531528232,-0.0155178722209466,0.017280000767269942,-0.009426347462058431,-0.005097686046793244,0.022618139292961532,0.033255213839754307,-0.007968685425788276,-0.01966503698043163,0.017223275705344,0.002733206023721589,0.018502648381092165,0.0040767096004973484,-0.005237781149154394,-0.006709128095027994,-0.0036098318361295926,0.004473912855378246,0.00485902793724012,-0.016877128974959906,-0.01356179951608264,0.025748539742150307,0.015616656294466881,0.05611483307214332,-0.0005314633174066276,0.008307457172523968,-0.0031407764703733814,0.0287361068611017,-0.0009382513215084177,-0.0011888788300337756,-0.049030096533134934,0.01945948192317222,0.018525633179792892,-0.012949075854071058,-0.000554376265916306,-0.013857924424390823,-0.020871728975667372,-0.0036423910343491915,0.01714880962131543,-0.004122604066684163,-0.013121899598769802,0.011688828441549805,-0.016157614599959968,-0.0016404109859557727,0.0032949512742558107,-0.0169324395033397,0.005869808677760498,0.0049370046361603085,-0.010921491327238861,0.006064270823835323,0.024646634293924732,-0.005269303210566206,-0.018518923762531503,-0.030498349945224122,0.004734726585954418,-0.011898488149586802,0.022355716799673866,0.0028210538482236415,-0.016188067867663563,0.011496072621222406,-0.02009705510899783,0.02348279511692556,0.0024021891808173107,-0.008471519154480774,-0.007141333280478062,0.012585538494251484,-0.01787211639357933,-0.0011989590512935405,0.022824265715062804,-0.005680274168399067,-0.024254201164887173,0.021034886820360595,0.009046285192558661,0.0022083803020402056,-0.008290960475064859,-0.008572211720340546,-0.01708767221586287,0.009082719064041983,-0.004764681661198464,0.022580431732146425,0.011059821643312043,0.00794758818345997,0.006643404760700996,0.0012583563222081403,0.00259808832987762,0.008781139518896622,-0.014665626021288652,0.0052171184475083,0.011818638939192357,-0.022639651086101203,-0.005227113698092945,0.00580815100954444,-0.01629868422568676,-0.12868187026114733,0.00935088760348108,0.01789095335337169,0.006992561507809527,-0.006175372792747852,0.007476872635585845,0.023868316887194378,-2.7181282998106106e-05,-0.03028006540296234,0.010782971518002584,0.009399834798340573,0.015385614531364852,0.007035733033942695,0.0017312042009695774,-0.005592896433893755,0.015654434938617096,0.01719082975914321,-0.02086852335984396,0.01536877569104431,-0.015541688565060609,0.011878102928650765,0.01943452062712343,0.09366716307408385,-0.0017565328042510658,0.009410494639994087,-0.0001501934027503993,0.006858006840635783,0.011647294560064638,0.014490996244906629,-0.010884072421236977,0.021666801277144487,0.018807764820811316,0.054275229412698675,-0.029324076916192855,0.01716007010936127,0.01585810873801272,-0.018514163023883874,0.03033647126500713,-0.0006716369538935377,-0.009541612258834079,-0.040387290039324286,-0.004661473832511984,-0.004961558905344426,-0.010229074643384227,0.039018342748845435,-0.0014230584131218714,-0.025719104540911177,-0.03064067155848796,0.006903053688737054,0.010341787552316815,-0.013283078877977104,0.003200764490790187,-0.021797796346568935,-0.0068994236086299884,-0.0009690878968029947,0.006306367395655231,-0.0010505114940002982,-0.005807889849413822,-0.012790137901356045,-0.008298661307693155,0.003217155593870393,-0.020547421011600047,-0.0020245529716773113,0.017063795582428154,0.008100496426585975]},"decompiler_evidence":{"compatibility_metric_sample_count":0,"observed":true,"source_decompiled_metric_sample_count":4,"structural_formula_target_count":24,"structural_target_sample_count":4,"validation_authority":false},"embedding_cosine_similarity":0.9221563788595057,"evaluation_profile":{"model_metrics_seconds":0.9115232024341822,"ontology_capture_seconds":4.021549183875322,"sample_count":4,"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":4,"other":0,"prepared_native":0},"structural_target_seconds":0.027012189850211143,"supplied_target_count":4,"target_cache_miss_count":0,"target_count":4,"target_items_seconds":3.9555132389068604e-05,"target_reduction_seconds":0.7293768469244242,"timeout_fallback_count":0,"training_target_seconds_sum":0.0},"target_payload_seconds":0.7565437564626336,"total_seconds":5.689619162119925},"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":0.004923944183402846,"legal_ir_multiview_cross_entropy_loss":0.011961784104611102,"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":2.5645550803697915e-05,"legal_ir_multiview_text_reconstruction_loss":0.0,"legal_ir_multiview_total_loss":0.030629409435075503,"legal_ir_multiview_view_coverage_loss":0.0,"legal_ir_view_cross_entropy_excess_loss":0.052559915028540016,"legal_ir_view_cross_entropy_loss":1.4876606381469317,"legal_ir_view_entropy_loss":1.4351007231183917,"legal_ir_view_family_cec_cosine_gap_loss":0.011321327706467182,"legal_ir_view_family_cec_cross_entropy_excess_loss":0.018959443971249323,"legal_ir_view_family_cec_cross_entropy_loss":0.6206537589057444,"legal_ir_view_family_cosine_gap_loss":0.048015205019065366,"legal_ir_view_family_cross_entropy_excess_loss":0.05255991502853985,"legal_ir_view_family_cross_entropy_loss":1.4876606381469317,"legal_ir_view_family_deontic_cosine_gap_loss":0.008221590847124205,"legal_ir_view_family_deontic_cross_entropy_excess_loss":0.020528070154757508,"legal_ir_view_family_deontic_cross_entropy_loss":0.5598352781027525,"legal_ir_view_family_entropy_loss":1.4351007231183917,"legal_ir_view_family_external_provers_cosine_gap_loss":0.008684897944959746,"legal_ir_view_family_external_provers_cross_entropy_excess_loss":0.05015896425942182,"legal_ir_view_family_external_provers_cross_entropy_loss":0.28140010600923604,"legal_ir_view_family_frame_logic_cosine_gap_loss":2.063910043847983e-05,"legal_ir_view_family_frame_logic_cross_entropy_excess_loss":7.877365263592173e-05,"legal_ir_view_family_frame_logic_cross_entropy_loss":0.4430609478944934,"legal_ir_view_family_kg_cosine_gap_loss":0.0027039634938081925,"legal_ir_view_family_kg_cross_entropy_excess_loss":0.006131127120605581,"legal_ir_view_family_kg_cross_entropy_loss":0.5219525386436277,"legal_ir_view_family_prover_cosine_gap_loss":0.008684897944959746,"legal_ir_view_family_prover_cross_entropy_excess_loss":0.05015896425942182,"legal_ir_view_family_prover_cross_entropy_loss":0.28140010600923604,"legal_ir_view_family_tdfol_cosine_gap_loss":0.003316162216230656,"legal_ir_view_family_tdfol_cross_entropy_excess_loss":0.00906522695147867,"legal_ir_view_family_tdfol_cross_entropy_loss":0.47929040802782513,"source_decompiled_text_embedding_cosine_loss":0.004923944183402846,"source_decompiled_text_token_loss":0.0052325800000000006},"legal_ir_predicted_view_distribution":{"CEC.native":0.22916666666666666,"TDFOL.prover":0.22916666666666666,"deontic.ir":0.22916666666666666,"external_provers.router":0.16666666666666666,"knowledge_graphs.neo4j_compat":0.22916666666666666,"modal.frame_logic":0.16666666666666666},"legal_ir_target_count":4,"legal_ir_target_hashes":{"us-code-1-102-cba242d0471925cd":"2fc8b94bc2bc00d311636103215bba36b5d70835484ccf6b8bfe8872b968c866","us-code-10-512-8fea55f8f9ffeb43":"c8c35cce9c1800b860e1076234bb4d71f964f6612769b48ff831efa8c5d3dfe8","us-code-12-165-907420ded9487d9f":"0bc523f897fc3952eee2ef0fcf994bd1999eb36f8b7e93e3f62954f8dd70f100","us-code-54-101933.-c0d919f580b0f666":"c445b31e326d9db04f0caf975acb8e7d096bb070a615412164b9273c939d9a38"},"legal_ir_view_distribution":{"CEC.native":0.3016337211460432,"TDFOL.prover":0.18360729496920458,"deontic.ir":0.23682732795425662,"external_provers.router":0.06156096389293819,"knowledge_graphs.neo4j_compat":0.22203979183061945,"modal.frame_logic":0.1620064925065663},"legal_ir_view_family_metrics":{"cec":{"autoencoder_cosine_similarity":0.9222880850187388,"autoencoder_cosine_similarity_observation_count":4.0,"autoencoder_cross_entropy_loss":2.1972245773362196,"autoencoder_cross_entropy_loss_observation_count":4.0,"ir_cosine_similarity":0.9858298100194481,"ir_cosine_similarity_observation_count":4.0,"ir_cross_entropy_loss":0.6364608528283064,"ir_cross_entropy_loss_observation_count":4.0,"sample_count":4.0,"sample_weight":1.2065348845841728,"symbolic_validity_success_rate":1.0,"symbolic_validity_success_rate_observation_count":4.0},"decompiler":{"autoencoder_cosine_similarity":0.9221563788595057,"autoencoder_cosine_similarity_observation_count":4.0,"autoencoder_cross_entropy_loss":2.1972245773362196,"autoencoder_cross_entropy_loss_observation_count":4.0,"sample_count":4.0,"sample_weight":4.0,"symbolic_validity_success_rate":1.0,"symbolic_validity_success_rate_observation_count":4.0},"deontic":{"autoencoder_cosine_similarity":0.920866889857377,"autoencoder_cosine_similarity_observation_count":4.0,"autoencoder_cross_entropy_loss":2.1972245773362196,"autoencoder_cross_entropy_loss_observation_count":4.0,"ir_cosine_similarity":0.9908668896711124,"ir_cosine_similarity_observation_count":4.0,"ir_cross_entropy_loss":0.5765239219442347,"ir_cross_entropy_loss_observation_count":4.0,"sample_count":4.0,"sample_weight":0.9473093118170265,"symbolic_validity_success_rate":1.0,"symbolic_validity_success_rate_observation_count":4.0},"external_provers":{"autoencoder_cosine_similarity":0.9413412484859178,"autoencoder_cosine_similarity_observation_count":1.0,"autoencoder_cross_entropy_loss":2.19722457733622,"autoencoder_cross_entropy_loss_observation_count":1.0,"ir_cosine_similarity":0.9913151020550403,"ir_cosine_similarity_observation_count":1.0,"ir_cross_entropy_loss":0.28140010600923604,"ir_cross_entropy_loss_observation_count":1.0,"sample_count":1.0,"sample_weight":0.06156096389293819,"symbolic_validity_success_rate":1.0,"symbolic_validity_success_rate_observation_count":1.0},"frame_logic":{"autoencoder_cosine_similarity":0.9413412484859177,"autoencoder_cosine_similarity_observation_count":1.0,"autoencoder_cross_entropy_loss":2.19722457733622,"autoencoder_cross_entropy_loss_observation_count":1.0,"ir_cosine_similarity":0.9999793608995614,"ir_cosine_similarity_observation_count":1.0,"ir_cross_entropy_loss":0.44306094789449335,"ir_cross_entropy_loss_observation_count":1.0,"sample_count":1.0,"sample_weight":0.1620064925065663,"symbolic_validity_success_rate":1.0,"symbolic_validity_success_rate_observation_count":1.0},"kg":{"autoencoder_cosine_similarity":0.9225326632045706,"autoencoder_cosine_similarity_observation_count":4.0,"autoencoder_cross_entropy_loss":2.19722457733622,"autoencoder_cross_entropy_loss_observation_count":4.0,"ir_cosine_similarity":0.9968904908330015,"ir_cosine_similarity_observation_count":4.0,"ir_cross_entropy_loss":0.5488188296373765,"ir_cross_entropy_loss_observation_count":4.0,"sample_count":4.0,"sample_weight":0.8881591673224778,"symbolic_validity_success_rate":1.0,"symbolic_validity_success_rate_observation_count":4.0},"tdfol":{"autoencoder_cosine_similarity":0.9173081564191246,"autoencoder_cosine_similarity_observation_count":4.0,"autoencoder_cross_entropy_loss":2.1972245773362196,"autoencoder_cross_entropy_loss_observation_count":4.0,"ir_cosine_similarity":0.996908841460956,"ir_cosine_similarity_observation_count":4.0,"ir_cross_entropy_loss":0.4943130697964434,"ir_cross_entropy_loss_observation_count":4.0,"sample_count":4.0,"sample_weight":0.7344291798768183,"symbolic_validity_success_rate":1.0,"symbolic_validity_success_rate_observation_count":4.0}},"reconstruction_loss":0.0007732429904844138,"sample_count":4,"sample_embedding_metrics":[{"citation":"54 U.S.C. 101933.","cosine_loss":0.113533115,"cosine_similarity":0.886466885,"reconstruction_loss":0.001189329,"sample_id":"us-code-54-101933.-c0d919f580b0f666","text_shape":"101933|term|commercial|services|contracts|commercial|services|contract|entered|into|pursuant|this"},{"citation":"12 U.S.C. 165","cosine_loss":0.071453534,"cosine_similarity":0.928546466,"reconstruction_loss":0.000515728,"sample_id":"us-code-12-165-907420ded9487d9f","text_shape":"title|banks|banking|united|states|code|2024|edition|title|banks|banking|chapter"},{"citation":"1 U.S.C. 102","cosine_loss":0.067729084,"cosine_similarity":0.932270916,"reconstruction_loss":0.000737112,"sample_id":"us-code-1-102-cba242d0471925cd","text_shape":"title|general|provisions|united|states|code|2024|edition|title|general|provisions|chapter"},{"citation":"10 U.S.C. 512","cosine_loss":0.058658752,"cosine_similarity":0.941341248,"reconstruction_loss":0.000650803,"sample_id":"us-code-10-512-8fea55f8f9ffeb43","text_shape":"title|armed|forces|united|states|code|2024|edition|title|armed|forces|subtitle"}],"symbolic_validity_penalty":0.0},"before":{"cosine_loss":0.07784362114049428,"cross_entropy_entropy_loss":0.6196194220477456,"cross_entropy_excess_loss":1.577605155288474,"cross_entropy_loss":2.1972245773362196,"decoded_embeddings":{"us-code-1-102-cba242d0471925cd":[-0.009170478040307302,-0.014734151973065835,0.031203418055338262,-0.02620949330672749,0.010278075085776783,0.011026647707063256,0.0249059426834378,0.01256361415509729,-0.01075895343693909,0.00245322805645705,0.003943917469793565,-0.008048537166954714,0.01071892384726032,0.004891411974975311,-0.007038859943674697,-0.00727514149945573,-0.01076416767077288,0.025564017988037174,-0.0224057291560875,0.03092205575645436,0.04874946479074942,0.002324225316712185,-0.017730754137668163,-0.019533990972413026,0.017091563657596547,0.02336235585816571,-0.046233877769823704,-0.01201084946859111,-0.03335655071625094,-0.10678721798379302,-0.01508111499667053,-0.01890749747765213,0.007065314541105906,-0.004263989734462907,-0.002954601142845104,-0.03527688380994982,-0.01277186503535594,0.025453356053378964,-0.012865221726033375,0.03166424850441345,0.029394293117470573,0.010198735457054632,-0.0027204631896512715,-0.025317153399671014,-0.02983148056293649,-0.01688636529681577,-0.012776946939056425,0.005334692735941985,0.002957480693465676,-0.01886123253569899,0.015477602039572491,-0.0061734803492948616,0.005094556520946246,0.0401525218043548,0.0026798220753056286,0.011495034239198164,0.031245347152394406,0.010285076760464164,0.02962557328253397,0.017424825592802954,0.019753200999454067,0.011059340604498025,-0.15692619099125754,0.0533238686473268,0.016695240601380574,0.024880390978204683,-0.020659220332939373,-0.011629289781336087,0.013789826053973785,0.006079526950598698,-0.02930271310302672,0.011177441221803593,-0.0157020805924348,0.02332827579285035,0.0021576839155402865,0.004210012190317469,0.0020142445076901244,-0.011231435134230925,0.0011288635737789654,-0.003320738423775119,-0.014742831321528965,-0.014694544620424327,-0.012075974208611735,-0.01052356254017621,-0.02006745037234988,-0.030302771356073968,0.0004747919603643974,-0.025843473232430143,0.024513471284386763,0.013157623170435458,-0.016194190736640992,-0.026647958040244623,0.01189048605968326,0.0157011366519272,-0.05904187355671546,-0.016802897926560287,0.01896101854337403,0.007231112083707038,-0.016795848018183807,0.11391882554794006,-0.01804158228920559,0.00822191749104753,0.0011080217622613502,-0.009277833376476625,0.02560725574644034,-0.00451903179036078,0.0035789271679277706,-0.01360819688933838,-0.014519597165976214,0.007820068604422237,-0.00792965032661934,0.009531323767464083,0.032239138395090204,-0.03343595887584887,0.011895949777772396,0.017726401836939215,0.037458433612710576,0.029152425192169026,-0.0033029701615268506,-0.01184478256158227,-0.0013269657544020623,-0.005657642922418141,-0.002456356079972899,-0.017244878348023913,0.003810025415133385,-0.03816271782088898,0.03239725445329501,0.052926290240375165,0.01984187234763969,0.016142905910008873,0.03561389450046591,-0.014891222504597915,-0.026601040720671685,-0.02378334500923376,0.008909666612054251,0.009522460716091783,-0.0012208496579710296,0.011848109869650215,0.009479436270152174,-0.019704789062674533,-0.01527036659683052,-0.06161999013677272,-0.020505208351883325,-0.044144356536486455,-0.027427645086334666,0.06888302362410638,-0.026019266362121866,0.023017369989239575,-0.018947362171964417,0.005779941073707734,-0.008365688616444796,0.024605884224614735,-0.006334706555589861,-0.012175251594186719,-0.007178252305527478,0.016239265486468077,0.019035463480540915,0.03080201089545584,-0.022762318933315616,0.004568359122064642,0.014096047986184234,-0.025636341661008016,-0.005779687309975011,0.07693490359187288,0.015087922563375222,-0.041225992526488224,-0.0054444133380366945,0.00627208233839976,0.001844264286395048,-0.010549800673827554,0.02123117280667032,0.008132968462025303,-0.02019677557939704,0.0049777327683323165,0.05347289321536632,0.0148671330759249,0.00014824328854380576,0.011195859669140468,-0.010166382654368292,0.007273902357683793,0.021799186973213994,-0.03870622032609189,-0.02538493049907464,0.021641549027244824,0.0225837644950855,-0.017644569009834105,-0.02624715298715892,-0.0159423095938892,0.022081855012964603,0.044271149577993545,-0.03286672275344146,0.027532225805901034,-0.031971284572022196,0.0032994080357214807,-0.012292645548295863,-0.02446256359698793,-0.02932506340413122,-0.02062962056296502,0.010143864324534228,-0.021808103318559802,0.02388357346567092,0.006117670135800523,-0.021056634665638247,0.025445095797260404,0.02047594544750347,0.005750474555269837,0.009553499705421499,-0.002508768507740679,-0.006555556963695396,0.02725480685790637,-0.021045385813528092,0.02154208565085675,0.021690497231336477,-0.009160184750062701,-0.012080150480806875,0.004388603656917464,0.006267317358915073,0.02325519130764605,0.009669224051824986,0.01360068688319339,0.009148539391003548,-0.025167196757428623,0.006292431638567292,-0.1145745919407314,0.012525185179371913,-0.009043516472494777,-0.020953399707992634,0.00019845725539448852,-0.023148223837169357,0.026377975074662437,-0.013644423217821756,-0.008545872038317751,0.028725840049667068,0.04141452103459954,-0.004849334979330535,-0.023371482312980286,0.022033605314610596,-0.0031397924472793947,0.024895639766390334,0.0071086365904675436,-0.003438578124509665,-0.013660956953922483,-0.0033064399266625275,0.002182004054924836,0.007243168693205838,-0.02124004500755463,-0.021402802632665245,0.0313693486112333,0.008110337683034317,0.07735655202174213,0.002337159049684515,0.00895156956082845,-0.006722028099859362,0.02967865739814548,0.001282972205732028,-0.011517074863827423,-0.0676452220566731,0.026131071105487756,0.027484834391164788,-0.021786782304898417,1.305205833712457e-05,-0.01877414909531179,-0.021527878921160443,-0.008913977836570665,0.021009171468891155,-0.005863813814733486,-0.018061587598852475,0.021621638189806267,-0.017033530356321,-0.0015521457469315518,0.01194815181508046,-0.020017514682166365,0.007729761739158691,0.01567998362149099,-0.015706768406081834,0.007289687895890845,0.02809601565582308,0.0007172730657965284,-0.024203234660180373,-0.04564990954921063,0.001868319863904244,-0.012453882730579556,0.026734300117587394,-8.932978095053598e-05,-0.023969618677310598,0.018720480649669472,-0.027151174688770555,0.03129657202733195,0.006622339652272157,-0.008267396859706178,-0.008498695511988922,0.017868289041473036,-0.021684980739098227,-0.006074860163391187,0.02565600650281409,0.003052774847751005,-0.03682962991491107,0.02293831535361595,0.01563076659073005,-0.00030992072616986424,-0.00958567747369123,-0.01386081682849161,-0.023333727215112298,0.017700389527852283,-0.005903044344220254,0.026118593922209683,0.012307802303440545,0.013339333498754618,0.008013133809504212,-0.001179540145010742,0.0057017818691523885,0.02160352635460684,-0.01743127804344366,0.005778015991911899,0.01745232753594727,-0.027977551586065057,-0.013954955337677297,0.012447940703832892,-0.007835819061961301,-0.17985510019827705,0.013810811709047063,0.02556303583951291,0.013262753003462892,-0.00907180726987854,0.012690686948960762,0.03483218621635483,-0.0010684965247787573,-0.03942765281002028,0.010387285684890337,0.01634227875390339,0.020340393866807055,0.005712452467888101,0.0018626968390334873,-0.01485449794920936,0.027141388893127748,0.02108478290996784,-0.028043079301611477,0.02520312874040246,-0.022424880157474337,0.02239384469769628,0.0160954418972878,0.12772873178506122,-0.011383755089958515,0.008292034235944979,0.002194485076236439,0.009278449906336556,0.012476892577215938,0.025496968164333562,-0.010790954181731656,0.02393196753370791,0.01761338416733964,0.07018382634991469,-0.03884342960249576,0.021224642676272942,0.021145823049352343,-0.022669801882962852,0.04274307408419911,0.001502063196999118,-0.009946987833139782,-0.056843328498910134,-0.003651262973095952,-0.005454418572722568,-0.013849336576835621,0.06299610733857076,-0.006008733082310219,-0.037501966180242305,-0.04122241929560166,0.008634751603143117,0.0175826326040402,-0.017085102245207276,-0.00022893903735997367,-0.03302684763052606,-0.012682278645475885,0.004654055951552806,0.01056241093505601,-0.003835470672528326,-0.002989281190007655,-0.0231253391389259,-0.013026997430180338,-0.0027041361825108096,-0.027714329736433337,-0.009176323330586971,0.019075803270254467,0.015752093490166492],"us-code-10-512-8fea55f8f9ffeb43":[-0.007470746798619423,-0.01024369745707206,0.03076532300297283,-0.0259890980047738,0.013242057631796086,0.007564395693310551,0.025680430141809117,0.01175738172552495,-0.014015347097013499,0.004673752670559381,0.002149481370387095,-0.009080746221434413,0.008815683048598179,0.007883226933024139,-0.006603665549249144,-0.006108014151099741,-0.0136239485587628,0.027302800728179547,-0.02280427363320523,0.028957152874671356,0.0519079623370121,0.0013406457036762211,-0.016206255143924875,-0.0237112129657357,0.015680714572939666,0.02429948559208697,-0.04211375440180164,-0.010490522865489165,-0.0344503280205091,-0.1071307628119663,-0.013851660926015568,-0.020098676604454524,0.01118089484266262,-0.008592125299657142,-0.0033298334344907293,-0.039007321687356517,-0.012646801015124559,0.026626629710165727,-0.009797832644529228,0.031331785296913606,0.0284759174016102,0.012420617274396445,-0.0010595361109829752,-0.027620608259445692,-0.03147041172801937,-0.012504755594246004,-0.01601904488518747,0.003692796051423546,0.002655730186586671,-0.025082130846288624,0.013692891675038192,-0.011070306185645449,0.005360728927480029,0.03761603014640874,0.0008757606374972641,0.01455134595411569,0.03248754663254577,0.009951646074846499,0.027998305455134452,0.01614083692921422,0.021880647936538492,0.01231290147169498,-0.16907673731907813,0.053182317843931556,0.015748169105937296,0.023876947124614762,-0.02392586008991323,-0.012627476160486028,0.0053967692270172705,0.0091968653915248,-0.029385486361600134,0.01326598354767776,-0.016115267591512824,0.023036852169675222,0.0026093735378116298,0.00528390031013114,0.004157475063654253,-0.014259966523190868,-0.0037255219021692983,-0.0003088980789811215,-0.018524875486682343,-0.014532700468638447,-0.009181372065005682,-0.01082551899693922,-0.01712396416422781,-0.030783156384380644,0.0014165918012517746,-0.029723588550446683,0.026646791131441222,0.013173457509972727,-0.015361534711053355,-0.02897690618326997,0.011311397750255588,0.015569691001289144,-0.06055298594459161,-0.019381276424618194,0.017343164390606246,0.00662036502236231,-0.019615693824271675,0.1285963418674141,-0.016078434584527596,0.006344216243741575,0.0035149703350548494,-0.007268155848470766,0.024295080137377106,-0.005237085307918627,0.0047862835909369015,-0.012415650871125337,-0.016987899263155606,0.00902401724490476,-0.0049291544639079605,0.00981962498616672,0.03412892576027711,-0.03666637367453154,0.014757743690910178,0.019821495164075848,0.0389555073300315,0.029752163253326212,0.000569440102530125,-0.011156323844584596,-0.0026171679651499496,-0.0029243077679392206,-0.00561853583630581,-0.014610780275318602,0.003909616468934363,-0.043322818997327185,0.032403962149733664,0.06068628701458075,0.019909896504394238,0.0148578834574125,0.03938152128204074,-0.017051830477328306,-0.030052187750046856,-0.023622696668601402,0.008194456226902297,0.010087684924599978,-0.005693746917825815,0.014202369288475333,0.011306368385322577,-0.022550042633995272,-0.014681579750655982,-0.06650713788536905,-0.022331559167771374,-0.04643460984148497,-0.03043461669980258,0.0692069762134099,-0.027627052460596033,0.02297391830632121,-0.018390055050362245,0.00392382940813824,-0.009071417814638319,0.026205819951963423,-0.003948137781667228,-0.015790884672895196,-0.007620995576436187,0.018703369151811935,0.024633361294150283,0.03255188330810891,-0.026587438526228316,0.007491955983842974,0.01400614385808354,-0.028354658192124328,-0.00744712966489501,0.07782194062772452,0.01929139449828091,-0.04080564346523741,-0.0059388131462511234,0.006114605789199826,-0.000550030858589937,-0.007195530421811361,0.023077146265330355,0.00824564739918385,-0.019701309695934987,0.00588366629475939,0.05174326670544649,0.01035839001115091,-0.00016178011105970856,0.013979887908010552,-0.012948097517074653,0.009485535242773284,0.02686310357663952,-0.037798086486763485,-0.022697413044964813,0.02339087802984969,0.027637743251085173,-0.018319739505930015,-0.03392602213548593,-0.017695827751835227,0.026457331312648935,0.04557544666093771,-0.03347160696554666,0.025849269687657064,-0.034696520084956675,-0.001278853627678123,-0.012573440593955348,-0.023284452015894994,-0.02929445617679461,-0.020374416468568156,0.011674750128682406,-0.025323664817817435,0.026000051861313433,0.007936088243002515,-0.02629370147767187,0.024152389872974495,0.020796490893775985,0.006868625454604522,0.011478581463697585,-0.004365537427107591,-0.003427184918575986,0.02953508074449997,-0.02403284413499612,0.024972381299528862,0.02419799544953277,-0.011944049495504157,-0.017451422278127494,0.007241022917250152,0.007775960906923894,0.029422285902664734,0.006023848459269097,0.014513550089296442,0.008336038504728248,-0.024417423149884314,0.009689883832385355,-0.12356790074484353,0.01603176929074045,-0.012442956161275146,-0.025047665176420937,0.00041821155589760696,-0.023921279076833706,0.024733162219523794,-0.008942921588383909,-0.013520898918686929,0.03322078377249656,0.04732432501205002,-0.00531898920506687,-0.026487246408103984,0.023363452708660117,0.0002725077562345711,0.030008084796178662,0.002097936381805261,-0.0048601206322700895,-0.008767299271594383,-0.0014184544935137728,0.00971794497721135,0.006183430000072632,-0.022312691680256593,-0.020661453929220332,0.031311611416362836,0.009784586107124939,0.07978608257302125,0.0011800049464693939,0.008685173131209869,-0.0061006612613061124,0.03162761263189266,0.0061026765177483126,-0.0094708557177241,-0.06625273393291256,0.027419468527246124,0.02789693879438016,-0.019434713959563348,0.006749481036502089,-0.01856788043781636,-0.02576913047594074,-0.005869303060975649,0.027008213072196776,-0.004609563367904864,-0.02209341442479704,0.020455666310469134,-0.019852176522701548,-0.00016945290821011264,0.009305914332752848,-0.021675226574511118,0.007638428813641196,0.0118150474165647,-0.018559890337831057,0.006866160997392011,0.027025850387386877,-0.0008346502798030845,-0.02669340857677994,-0.04759360027859516,0.002926095586207525,-0.013423711805127607,0.032559408282331406,-0.0022542018220431535,-0.030083940442452044,0.016685445106245395,-0.03287984549215539,0.032776708110774364,-0.00022124811557026197,-0.00677668544308242,-0.007084018678093934,0.020521782897692582,-0.02222965497674171,-0.0008100131508317681,0.031746421026339525,0.0005329528590172178,-0.03772606637857281,0.024634563179462506,0.01258545413154559,0.00034953186001126764,-0.011927390295245014,-0.014389577770491964,-0.02616481820761814,0.017920820020348057,-0.008101582443996018,0.026569269456938945,0.012726289675035184,0.011592797515286898,0.0060874885535747315,0.004432102026893974,0.010438985938029229,0.02145603262752791,-0.018784817723543193,0.00404897572751488,0.016102906949896304,-0.031432687285502525,-0.014999839681952017,0.008653760236703256,-0.005870057794023775,-0.18799970811353614,0.015453720678267651,0.02549775535901216,0.018881130424423645,-0.010636042769811466,0.01547303120408993,0.04067792210003545,-0.00033166687825233847,-0.040657774855993395,0.013820535069973442,0.017037553176007563,0.022623777101388614,0.008407364361169765,-0.00033453383798606956,-0.012881513202122299,0.02612706967631842,0.022090826192444787,-0.033026346762383044,0.022630212515032062,-0.02209116477993095,0.019235332211947738,0.014142180035301696,0.13985075765144422,-0.009055734030723541,0.008696745256044525,0.00554406821954355,0.00731441704811976,0.014503151013423546,0.027059740217178593,-0.013447632642427477,0.026702664785096048,0.020476739969050042,0.07849399804901531,-0.046677780206656194,0.025314245446513017,0.022548382583791625,-0.023897679156381094,0.0401115730401433,0.0006675890067015106,-0.010694966176172865,-0.05853234728728169,-0.0035095797453597553,-0.004787387696620658,-0.01487045619733333,0.060112661533674894,-0.004383680823325563,-0.03831331556379021,-0.04426750784870338,0.006032432678042248,0.017908730264646545,-0.014452642912208252,0.0025185504008714468,-0.032424061785671726,-0.01111036335474903,0.005752300476826899,0.012237392759269008,-0.0019710266517674723,-0.005192863811118532,-0.02160497323597064,-0.01201332378753904,0.0003671343516189903,-0.02939390732136315,-0.006184350278783782,0.023882899084269438,0.016990265444691482],"us-code-12-165-907420ded9487d9f":[-0.012508170808591224,-0.018966849147921377,0.04068125376372175,-0.027731998897837777,0.014370475117910536,0.00910541606121317,0.030741783005409307,0.018425447578339315,-0.012715489550949977,0.004674588684136459,0.0040046013077845305,-0.007001703741143101,0.008202677084126983,0.012424584750315236,-0.010856725450798618,-0.006856495356054525,-0.019611726594650353,0.032434098091635444,-0.024841781220764705,0.03492664260065793,0.05999998463063818,0.0020667918168991058,-0.02308247590406843,-0.027060079952318503,0.019969639695103788,0.02800869569592874,-0.056215240337807115,-0.016770483901502573,-0.03642755447159701,-0.13100334823425605,-0.01839836844948482,-0.02633152287678762,0.0076370877361983894,-0.01017596371315335,-0.0018238672869877936,-0.047311682762262254,-0.015534892902127015,0.03553121645644401,-0.01486035519258319,0.036816864452481196,0.03377928304259321,0.017702911229926937,-0.0001699527211593511,-0.034478238098088206,-0.03857792910818575,-0.01652523659582776,-0.016059376549413137,0.003096987202657885,0.004252058538332765,-0.028034072714000074,0.014472776846942302,-0.010524825361271285,0.005912589148410983,0.04398337625860802,0.005094452182698655,0.016989188199995432,0.03600074459634409,0.015274342827377604,0.03702184759144865,0.021636978193290697,0.02765248319749583,0.011723866082195932,-0.2019841729823631,0.05407689754941987,0.024538756429371734,0.030995311221662006,-0.028120748631026298,-0.012211471729154513,0.010328848063681596,0.010240217117949067,-0.03782416688999768,0.008843923069559874,-0.017375689118714465,0.028067833063621914,0.007171494597122689,-0.0003323609572330427,0.00024952090676345516,-0.014400939813454701,-0.00155129300508866,-0.002565313325982214,-0.02461091416430755,-0.022141159975565164,-0.010834218899775386,-0.017506303123290858,-0.01830728854444868,-0.035980313412387714,0.0029872194217616314,-0.032113819318736254,0.02999619902671949,0.017413739651274306,-0.01805835665840741,-0.0391375627913224,0.010798421710538334,0.01676653270831428,-0.07130663988937434,-0.02450301499443562,0.023656973677646277,0.008618724234746283,-0.02760589064686266,0.14795658835741282,-0.01978503160821617,0.004310736700232025,0.0021292402231942393,-0.009067155248611326,0.024424763697688975,-0.0034234275395766344,0.006572360224831153,-0.015120564831191972,-0.01577754222392709,0.0072752678391499424,-0.007354162238443659,0.012607128033011769,0.04001626364007414,-0.0454409304855852,0.016247933829365013,0.023651914759353646,0.04232270102700804,0.0352289968982526,0.00024105180201216555,-0.010209554844326016,-0.0027314499159129513,-0.005378245555053989,-0.00032424760859569234,-0.017025300373966493,0.009341689997927446,-0.0473869961693528,0.037742928976392906,0.0706727634422622,0.027377043173059633,0.02202307896046029,0.04516433492588413,-0.018191537770077246,-0.030956691302033212,-0.029490575447997765,0.007671596359660906,0.01130111861254414,-0.005457419289262619,0.016006599618251318,0.010316958752558881,-0.031999154369058556,-0.015269914782749545,-0.07982389519338226,-0.021190471626693724,-0.055768839942279186,-0.03968319380254073,0.08296284253281458,-0.03729400219381302,0.02765425813590839,-0.027835655454255336,0.00781702335423992,-0.011283090374384805,0.029688467882589886,-0.006422433434731102,-0.011969936854907295,-0.010442042939259221,0.025256073370235815,0.030704797367201636,0.04037312895038836,-0.030197077902797933,0.0042207148264491985,0.01670995744479288,-0.03267092110740471,-0.01355966957846996,0.09179404127278429,0.02482893990030696,-0.048603196965173755,-0.005589900380268086,0.005335127347266857,0.002399773991902031,-0.012975394619823562,0.029057412162823468,0.013460173171112788,-0.02731593072262744,0.013933243804219567,0.062057663618257444,0.017481970027955058,0.0015214611854893827,0.015198267690294493,-0.018298724397098114,0.007767864047379676,0.030095513972377173,-0.043858704575640325,-0.030667935392762816,0.02707498775081195,0.033230021214982,-0.0212539001177557,-0.04125512567502843,-0.024034004946010587,0.031233104792538047,0.058331544349503564,-0.04517819981115264,0.03193964247229632,-0.03850440933683041,-0.0009633728905234021,-0.013975067801773829,-0.027517048038181058,-0.0347714645188322,-0.028678112366527998,0.010956260054279097,-0.025657479573347786,0.03379414667272977,0.007180086009243499,-0.034499628543746864,0.024536752784031893,0.02367230446017415,0.010038694992161737,0.009493688172857857,-0.008090377999095826,-0.007877371902534853,0.03472541265771545,-0.02676677226076961,0.027168296949844233,0.02717845536038682,-0.012365695717348076,-0.02397115101644867,0.008098533231574521,0.0068484413180785,0.02856683133638624,0.010672587882491435,0.014116035911989963,0.013195019442238023,-0.03051120375412058,0.009975161761581912,-0.14381622454096277,0.017080858866650606,-0.00823817301790487,-0.028597106547138203,-0.0021197432994465295,-0.030841152583561987,0.03209663099805449,-0.011628154419835397,-0.012591288016053753,0.033670102702408285,0.05344370858596983,-0.006389492401072951,-0.032402750399979634,0.030160046629727724,-0.0017410437005548596,0.030688630735132793,0.005082953940381076,-0.006454280025127518,-0.012897977483943125,-0.006708093697376211,0.007880582801464813,0.01040401631287251,-0.027228845600348266,-0.028081318836271824,0.038489674192052806,0.007022533303291711,0.1016050111676209,0.0019264175795639673,0.018820855023702128,-0.012296200107509637,0.03316076023246706,0.00492691782052317,-0.009624793376147541,-0.08267555296283165,0.02982278034905461,0.03408091451183021,-0.02287382598867627,0.000927332686633379,-0.027487972205480875,-0.027813586150853786,-0.009099091282185777,0.03373917879187941,-0.0032447040568249035,-0.02233206327160191,0.023449476601221132,-0.021056542975854915,-0.0033390955484154617,0.01373100885657253,-0.02514098201180443,0.009702583243695176,0.015561355516975803,-0.02247836085680062,0.010399109382913944,0.03666834011582651,0.00089108385230981,-0.03457709959991545,-0.056154434906890954,0.0013625810791067046,-0.020536151886580457,0.03764912631233762,-0.005277956985801612,-0.03395015660642785,0.023731082808583666,-0.03857606566494719,0.03763381600746705,0.0007805051382961665,-0.011039060647475276,-0.009552964110340036,0.01919750989913932,-0.031829362238417716,-0.008856292030732061,0.03676752517620062,-0.0010596537578559922,-0.049204252353718204,0.02731259215973851,0.020432719186246596,0.0023988370296133144,-0.013075576829415084,-0.012969156347475214,-0.031639335021863176,0.02265530897055073,-0.0070820958649895575,0.03306631320357073,0.01832787103952494,0.008997434738860055,0.010758737730832529,-0.0034783294200578666,0.009270364912069078,0.02725980829712807,-0.025197206638893705,0.006766324070671416,0.023016643240201196,-0.03942237706704077,-0.017211201547992293,0.012334952833197405,0.0018880149392583555,-0.22430279999863462,0.013204754827611628,0.033069538182804316,0.018805374476531005,-0.011921046493407063,0.016354512256343302,0.04625367229659008,0.0017127027134879388,-0.047516093017734615,0.01703411935219523,0.020617138660446482,0.025887441198265398,0.008913521630115244,-0.0024279534382086144,-0.013377527264302318,0.032636707714929714,0.02848106513623748,-0.03531678095252832,0.025686016944445535,-0.030448372112594747,0.021213833038419387,0.013237733760614264,0.16461979632870194,-0.010738418620869902,0.011938432452378772,-0.0014074696371163264,0.011238071176541364,0.02132004372749348,0.030172324092665802,-0.015795178642826743,0.029469886438324162,0.021917990085141264,0.0892004097759829,-0.058658857525771595,0.029307255534207058,0.027398581604029693,-0.029097446845063258,0.048643902793661986,0.004303258556352987,-0.01092559652318616,-0.06841315855039157,-0.005021338809289713,-0.008648145577440468,-0.022640278197677867,0.07534773883472319,-0.0036968172120204834,-0.046378679384103935,-0.05145326198261932,0.00586047398357799,0.02749096176191135,-0.020258956814078733,0.005546636234011857,-0.03841249590735496,-0.009577583949448935,-0.0012818694383251472,0.013402692575879208,-0.003931330962256352,-0.004128859413430441,-0.024525462973823853,-0.011838721546734331,-0.001808757012268941,-0.038498999774715485,-0.013101438480484666,0.02619690524889165,0.02226097401482849],"us-code-54-101933.-c0d919f580b0f666":[-0.009856874431296401,-0.007814195477156682,0.01828451525195706,-0.015289977046576936,0.008750517660844968,0.006839715820402559,0.0206767037414237,0.005493408657984464,-0.008086843096261828,-0.00015188527423139393,0.0014425025199533235,-0.005906533654063099,0.006646130314395983,0.006228662801227084,-0.00850218048640672,-0.002985712399260766,-0.002955317657039963,0.01718818517425534,-0.014261887077842515,0.022689044259840686,0.033288274723833104,-0.004194262815778082,-0.009840636598996786,-0.011442579883391533,0.0109609064663397,0.015098430109997613,-0.029721611557630236,-0.007890315961679235,-0.02665775407317316,-0.07657403140123459,-0.014106948705320711,-0.012948345131981174,0.003416178391013599,-0.003984311212065762,-0.0006132999664749709,-0.02995328417425314,-0.009270879665470912,0.021523092994990455,-0.0014107074484063942,0.019380303774345183,0.021405467635337412,0.0059323716083065706,-0.0033440803639641177,-0.020731087048519236,-0.023491991472100578,-0.0038697682531907505,-0.010010825198587607,0.0029408977729800077,0.0023933254544529015,-0.016428020460791556,0.003998563811920192,-0.006930073541274521,0.00662478530205057,0.02653931463037091,0.001294474190393529,0.012813320662216666,0.020729833451809718,0.005590134915683517,0.01815459176049945,0.005905664958421829,0.010782611493270861,0.007223804400837145,-0.11423015062310145,0.04188916458010953,0.008737327332592262,0.01514759630542166,-0.011744516928165045,-0.0062517431125481355,0.009490454763362768,0.008855384382982032,-0.01726213151059104,0.0072291018233716295,-0.007967813571600244,0.017637878454883668,0.002306358081128197,-0.002654050568533896,0.00039123469671722456,-0.009236216526293617,-0.00480438361912581,0.0007890435652163407,-0.016477564067237927,-0.011705257199527808,-0.005678066510851758,-0.005571359810874699,-0.011059554537810884,-0.014900330615447266,-0.0013828385925866854,-0.018335158306102717,0.020110868785318523,0.008374953488218338,-0.015827581210681,-0.020734140592198476,0.002467401631354582,0.01432176211272347,-0.044843745833419546,-0.01122522210920013,0.01185490455285144,0.002019872446640138,-0.006800904033889395,0.08935054063535128,-0.01097943620093265,0.010569265222503649,-0.0011536247480326725,-0.00458575005801983,0.018217676385253984,-0.005838246585517578,0.003913465803158963,-0.003297571792548945,-0.00928875719744196,0.007577943686916776,-0.0023103897763648963,0.01106662489811364,0.026158352585235703,-0.02922803474707174,0.011632390785381436,0.015202950696224004,0.02660254902017746,0.020630900228510256,-0.0008017315272255392,-0.008115107469005341,0.0011682195139677293,-0.002030223830328179,0.0010218865164363746,-0.01051446143828358,0.0009655426231326009,-0.023191453988370324,0.0239684145740256,0.03503261525502485,0.014406035999252095,0.01073050598845483,0.023903938509275958,-0.011096634968817925,-0.017367209221304913,-0.015492309937682575,0.006578845213111823,0.009764879325847946,0.0010179030081580382,0.009749985601770282,0.008749207110233987,-0.018724290326400134,-0.016263562440766738,-0.0448409657944209,-0.018712324206333827,-0.03326211938769443,-0.017670208682091258,0.045579614572209326,-0.014682586203422518,0.01356638196722173,-0.014035369579273555,0.010310877858112402,-0.0024790706743249838,0.021836973135824014,-0.0029594353618770295,-0.012315082042463442,-0.006397063083194297,0.012082653424990646,0.01631931008428736,0.01928212182174125,-0.01586543444959574,0.006157642325896117,0.007546746027580817,-0.02106890073486622,0.0019816159679858034,0.05169036148902871,0.009943077176548043,-0.027789919944698302,-0.0019162401336718657,0.003537484288256592,5.0616421299005086e-05,-0.00612231260940713,0.018136626033063354,0.00740938209385265,-0.01159081362641053,0.004530530724067692,0.037765367979249787,0.0055605125476915545,0.0011430179283222078,0.010170431290804563,-0.009020271222382508,0.005694015426104383,0.016946633369296114,-0.022830771539651587,-0.013918556202569954,0.018030686863443966,0.0192443327106245,-0.01429502969594355,-0.022260325675108873,-0.014990645011616588,0.017254434077520513,0.03139852616313533,-0.021032705123548122,0.02242922302233853,-0.022740033313329983,0.0014280769483315087,-0.007784240770522273,-0.016969021247158773,-0.020285841327762847,-0.016210930476360547,0.002073255855020737,-0.020632642663637457,0.0178673894992292,0.002065089429940096,-0.02039787898855245,0.018515123694412487,0.015299458016625682,0.0007117270409701124,0.008873921526957262,-0.004593959225799679,-0.005187183257684881,0.013457713733415613,-0.016652384114565846,0.01939469598515247,0.015667698128321698,-0.0063898494066170364,-0.006342546907163203,0.0054114304802298195,0.007063612957312462,0.021890527383488862,0.0063715315204436514,0.005893786988231529,0.009914426905785756,-0.017670739320969017,-0.0017417638552672098,-0.08333367795171698,0.009363100683654622,-0.007424018988165616,-0.010073313126483052,0.0012426000531528232,-0.0155178722209466,0.017280000767269942,-0.009426347462058431,-0.005097686046793244,0.022618139292961532,0.033255213839754307,-0.007968685425788276,-0.01966503698043163,0.017223275705344,0.002733206023721589,0.018502648381092165,0.0040767096004973484,-0.005237781149154394,-0.006709128095027994,-0.0036098318361295926,0.004473912855378246,0.00485902793724012,-0.016877128974959906,-0.01356179951608264,0.025748539742150307,0.015616656294466881,0.05611483307214332,-0.0005314633174066276,0.008307457172523968,-0.0031407764703733814,0.0287361068611017,-0.0009382513215084177,-0.0011888788300337756,-0.049030096533134934,0.01945948192317222,0.018525633179792892,-0.012949075854071058,-0.000554376265916306,-0.013857924424390823,-0.020871728975667372,-0.0036423910343491915,0.01714880962131543,-0.004122604066684163,-0.013121899598769802,0.011688828441549805,-0.016157614599959968,-0.0016404109859557727,0.0032949512742558107,-0.0169324395033397,0.005869808677760498,0.0049370046361603085,-0.010921491327238861,0.006064270823835323,0.024646634293924732,-0.005269303210566206,-0.018518923762531503,-0.030498349945224122,0.004734726585954418,-0.011898488149586802,0.022355716799673866,0.0028210538482236415,-0.016188067867663563,0.011496072621222406,-0.02009705510899783,0.02348279511692556,0.0024021891808173107,-0.008471519154480774,-0.007141333280478062,0.012585538494251484,-0.01787211639357933,-0.0011989590512935405,0.022824265715062804,-0.005680274168399067,-0.024254201164887173,0.021034886820360595,0.009046285192558661,0.0022083803020402056,-0.008290960475064859,-0.008572211720340546,-0.01708767221586287,0.009082719064041983,-0.004764681661198464,0.022580431732146425,0.011059821643312043,0.00794758818345997,0.006643404760700996,0.0012583563222081403,0.00259808832987762,0.008781139518896622,-0.014665626021288652,0.0052171184475083,0.011818638939192357,-0.022639651086101203,-0.005227113698092945,0.00580815100954444,-0.01629868422568676,-0.12868187026114733,0.00935088760348108,0.01789095335337169,0.006992561507809527,-0.006175372792747852,0.007476872635585845,0.023868316887194378,-2.7181282998106106e-05,-0.03028006540296234,0.010782971518002584,0.009399834798340573,0.015385614531364852,0.007035733033942695,0.0017312042009695774,-0.005592896433893755,0.015654434938617096,0.01719082975914321,-0.02086852335984396,0.01536877569104431,-0.015541688565060609,0.011878102928650765,0.01943452062712343,0.09366716307408385,-0.0017565328042510658,0.009410494639994087,-0.0001501934027503993,0.006858006840635783,0.011647294560064638,0.014490996244906629,-0.010884072421236977,0.021666801277144487,0.018807764820811316,0.054275229412698675,-0.029324076916192855,0.01716007010936127,0.01585810873801272,-0.018514163023883874,0.03033647126500713,-0.0006716369538935377,-0.009541612258834079,-0.040387290039324286,-0.004661473832511984,-0.004961558905344426,-0.010229074643384227,0.039018342748845435,-0.0014230584131218714,-0.025719104540911177,-0.03064067155848796,0.006903053688737054,0.010341787552316815,-0.013283078877977104,0.003200764490790187,-0.021797796346568935,-0.0068994236086299884,-0.0009690878968029947,0.006306367395655231,-0.0010505114940002982,-0.005807889849413822,-0.012790137901356045,-0.008298661307693155,0.003217155593870393,-0.020547421011600047,-0.0020245529716773113,0.017063795582428154,0.008100496426585975]},"decompiler_evidence":{"compatibility_metric_sample_count":0,"observed":true,"source_decompiled_metric_sample_count":4,"structural_formula_target_count":24,"structural_target_sample_count":4,"validation_authority":false},"embedding_cosine_similarity":0.9221563788595057,"evaluation_profile":{"model_metrics_seconds":0.9115232024341822,"ontology_capture_seconds":4.021549183875322,"sample_count":4,"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":4,"other":0,"prepared_native":0},"structural_target_seconds":0.027012189850211143,"supplied_target_count":4,"target_cache_miss_count":0,"target_count":4,"target_items_seconds":3.9555132389068604e-05,"target_reduction_seconds":0.7293768469244242,"timeout_fallback_count":0,"training_target_seconds_sum":0.0},"target_payload_seconds":0.7565437564626336,"total_seconds":5.689619162119925},"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":0.004923944183402846,"legal_ir_multiview_cross_entropy_loss":0.011961784104611102,"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":2.5645550803697915e-05,"legal_ir_multiview_text_reconstruction_loss":0.0,"legal_ir_multiview_total_loss":0.030629409435075503,"legal_ir_multiview_view_coverage_loss":0.0,"legal_ir_view_cross_entropy_excess_loss":0.052559915028540016,"legal_ir_view_cross_entropy_loss":1.4876606381469317,"legal_ir_view_entropy_loss":1.4351007231183917,"legal_ir_view_family_cec_cosine_gap_loss":0.011321327706467182,"legal_ir_view_family_cec_cross_entropy_excess_loss":0.018959443971249323,"legal_ir_view_family_cec_cross_entropy_loss":0.6206537589057444,"legal_ir_view_family_cosine_gap_loss":0.048015205019065366,"legal_ir_view_family_cross_entropy_excess_loss":0.05255991502853985,"legal_ir_view_family_cross_entropy_loss":1.4876606381469317,"legal_ir_view_family_deontic_cosine_gap_loss":0.008221590847124205,"legal_ir_view_family_deontic_cross_entropy_excess_loss":0.020528070154757508,"legal_ir_view_family_deontic_cross_entropy_loss":0.5598352781027525,"legal_ir_view_family_entropy_loss":1.4351007231183917,"legal_ir_view_family_external_provers_cosine_gap_loss":0.008684897944959746,"legal_ir_view_family_external_provers_cross_entropy_excess_loss":0.05015896425942182,"legal_ir_view_family_external_provers_cross_entropy_loss":0.28140010600923604,"legal_ir_view_family_frame_logic_cosine_gap_loss":2.063910043847983e-05,"legal_ir_view_family_frame_logic_cross_entropy_excess_loss":7.877365263592173e-05,"legal_ir_view_family_frame_logic_cross_entropy_loss":0.4430609478944934,"legal_ir_view_family_kg_cosine_gap_loss":0.0027039634938081925,"legal_ir_view_family_kg_cross_entropy_excess_loss":0.006131127120605581,"legal_ir_view_family_kg_cross_entropy_loss":0.5219525386436277,"legal_ir_view_family_prover_cosine_gap_loss":0.008684897944959746,"legal_ir_view_family_prover_cross_entropy_excess_loss":0.05015896425942182,"legal_ir_view_family_prover_cross_entropy_loss":0.28140010600923604,"legal_ir_view_family_tdfol_cosine_gap_loss":0.003316162216230656,"legal_ir_view_family_tdfol_cross_entropy_excess_loss":0.00906522695147867,"legal_ir_view_family_tdfol_cross_entropy_loss":0.47929040802782513,"source_decompiled_text_embedding_cosine_loss":0.004923944183402846,"source_decompiled_text_token_loss":0.0052325800000000006},"legal_ir_predicted_view_distribution":{"CEC.native":0.22916666666666666,"TDFOL.prover":0.22916666666666666,"deontic.ir":0.22916666666666666,"external_provers.router":0.16666666666666666,"knowledge_graphs.neo4j_compat":0.22916666666666666,"modal.frame_logic":0.16666666666666666},"legal_ir_target_count":4,"legal_ir_target_hashes":{"us-code-1-102-cba242d0471925cd":"2fc8b94bc2bc00d311636103215bba36b5d70835484ccf6b8bfe8872b968c866","us-code-10-512-8fea55f8f9ffeb43":"c8c35cce9c1800b860e1076234bb4d71f964f6612769b48ff831efa8c5d3dfe8","us-code-12-165-907420ded9487d9f":"0bc523f897fc3952eee2ef0fcf994bd1999eb36f8b7e93e3f62954f8dd70f100","us-code-54-101933.-c0d919f580b0f666":"c445b31e326d9db04f0caf975acb8e7d096bb070a615412164b9273c939d9a38"},"legal_ir_view_distribution":{"CEC.native":0.3016337211460432,"TDFOL.prover":0.18360729496920458,"deontic.ir":0.23682732795425662,"external_provers.router":0.06156096389293819,"knowledge_graphs.neo4j_compat":0.22203979183061945,"modal.frame_logic":0.1620064925065663},"legal_ir_view_family_metrics":{"cec":{"autoencoder_cosine_similarity":0.9222880850187388,"autoencoder_cosine_similarity_observation_count":4.0,"autoencoder_cross_entropy_loss":2.1972245773362196,"autoencoder_cross_entropy_loss_observation_count":4.0,"ir_cosine_similarity":0.9858298100194481,"ir_cosine_similarity_observation_count":4.0,"ir_cross_entropy_loss":0.6364608528283064,"ir_cross_entropy_loss_observation_count":4.0,"sample_count":4.0,"sample_weight":1.2065348845841728,"symbolic_validity_success_rate":1.0,"symbolic_validity_success_rate_observation_count":4.0},"decompiler":{"autoencoder_cosine_similarity":0.9221563788595057,"autoencoder_cosine_similarity_observation_count":4.0,"autoencoder_cross_entropy_loss":2.1972245773362196,"autoencoder_cross_entropy_loss_observation_count":4.0,"sample_count":4.0,"sample_weight":4.0,"symbolic_validity_success_rate":1.0,"symbolic_validity_success_rate_observation_count":4.0},"deontic":{"autoencoder_cosine_similarity":0.920866889857377,"autoencoder_cosine_similarity_observation_count":4.0,"autoencoder_cross_entropy_loss":2.1972245773362196,"autoencoder_cross_entropy_loss_observation_count":4.0,"ir_cosine_similarity":0.9908668896711124,"ir_cosine_similarity_observation_count":4.0,"ir_cross_entropy_loss":0.5765239219442347,"ir_cross_entropy_loss_observation_count":4.0,"sample_count":4.0,"sample_weight":0.9473093118170265,"symbolic_validity_success_rate":1.0,"symbolic_validity_success_rate_observation_count":4.0},"external_provers":{"autoencoder_cosine_similarity":0.9413412484859178,"autoencoder_cosine_similarity_observation_count":1.0,"autoencoder_cross_entropy_loss":2.19722457733622,"autoencoder_cross_entropy_loss_observation_count":1.0,"ir_cosine_similarity":0.9913151020550403,"ir_cosine_similarity_observation_count":1.0,"ir_cross_entropy_loss":0.28140010600923604,"ir_cross_entropy_loss_observation_count":1.0,"sample_count":1.0,"sample_weight":0.06156096389293819,"symbolic_validity_success_rate":1.0,"symbolic_validity_success_rate_observation_count":1.0},"frame_logic":{"autoencoder_cosine_similarity":0.9413412484859177,"autoencoder_cosine_similarity_observation_count":1.0,"autoencoder_cross_entropy_loss":2.19722457733622,"autoencoder_cross_entropy_loss_observation_count":1.0,"ir_cosine_similarity":0.9999793608995614,"ir_cosine_similarity_observation_count":1.0,"ir_cross_entropy_loss":0.44306094789449335,"ir_cross_entropy_loss_observation_count":1.0,"sample_count":1.0,"sample_weight":0.1620064925065663,"symbolic_validity_success_rate":1.0,"symbolic_validity_success_rate_observation_count":1.0},"kg":{"autoencoder_cosine_similarity":0.9225326632045706,"autoencoder_cosine_similarity_observation_count":4.0,"autoencoder_cross_entropy_loss":2.19722457733622,"autoencoder_cross_entropy_loss_observation_count":4.0,"ir_cosine_similarity":0.9968904908330015,"ir_cosine_similarity_observation_count":4.0,"ir_cross_entropy_loss":0.5488188296373765,"ir_cross_entropy_loss_observation_count":4.0,"sample_count":4.0,"sample_weight":0.8881591673224778,"symbolic_validity_success_rate":1.0,"symbolic_validity_success_rate_observation_count":4.0},"tdfol":{"autoencoder_cosine_similarity":0.9173081564191246,"autoencoder_cosine_similarity_observation_count":4.0,"autoencoder_cross_entropy_loss":2.1972245773362196,"autoencoder_cross_entropy_loss_observation_count":4.0,"ir_cosine_similarity":0.996908841460956,"ir_cosine_similarity_observation_count":4.0,"ir_cross_entropy_loss":0.4943130697964434,"ir_cross_entropy_loss_observation_count":4.0,"sample_count":4.0,"sample_weight":0.7344291798768183,"symbolic_validity_success_rate":1.0,"symbolic_validity_success_rate_observation_count":4.0}},"reconstruction_loss":0.0007732429904844138,"sample_count":4,"sample_embedding_metrics":[{"citation":"54 U.S.C. 101933.","cosine_loss":0.113533115,"cosine_similarity":0.886466885,"reconstruction_loss":0.001189329,"sample_id":"us-code-54-101933.-c0d919f580b0f666","text_shape":"101933|term|commercial|services|contracts|commercial|services|contract|entered|into|pursuant|this"},{"citation":"12 U.S.C. 165","cosine_loss":0.071453534,"cosine_similarity":0.928546466,"reconstruction_loss":0.000515728,"sample_id":"us-code-12-165-907420ded9487d9f","text_shape":"title|banks|banking|united|states|code|2024|edition|title|banks|banking|chapter"},{"citation":"1 U.S.C. 102","cosine_loss":0.067729084,"cosine_similarity":0.932270916,"reconstruction_loss":0.000737112,"sample_id":"us-code-1-102-cba242d0471925cd","text_shape":"title|general|provisions|united|states|code|2024|edition|title|general|provisions|chapter"},{"citation":"10 U.S.C. 512","cosine_loss":0.058658752,"cosine_similarity":0.941341248,"reconstruction_loss":0.000650803,"sample_id":"us-code-10-512-8fea55f8f9ffeb43","text_shape":"title|armed|forces|united|states|code|2024|edition|title|armed|forces|subtitle"}],"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":0.9221563788595057,"finite":true,"observation_source":"accepted_evaluation_decoded_vectors","observed_sample_count":4,"reconstruction_loss_mean":0.0007732429904844138,"requested_sample_count":4,"sample_memory_used":false,"sample_metrics":[{"embedding_cosine_similarity":0.9413412484859178,"reconstruction_loss":0.0006508032709214839,"sample_id":"us-code-10-512-8fea55f8f9ffeb43"},{"embedding_cosine_similarity":0.9322709160738759,"reconstruction_loss":0.0007371124237601843,"sample_id":"us-code-1-102-cba242d0471925cd"},{"embedding_cosine_similarity":0.9285464659744832,"reconstruction_loss":0.0005157275727425222,"sample_id":"us-code-12-165-907420ded9487d9f"},{"embedding_cosine_similarity":0.8864668849037459,"reconstruction_loss":0.0011893286945134647,"sample_id":"us-code-54-101933.-c0d919f580b0f666"}],"scope":"decoder_before_reconstruction_safety_projection","stopped_reason":null,"used_for_acceptance":true},"before":{"complete":true,"embedding_cosine_similarity_mean":0.9221563788595057,"finite":true,"observation_source":"accepted_evaluation_decoded_vectors","observed_sample_count":4,"reconstruction_loss_mean":0.0007732429904844138,"requested_sample_count":4,"sample_memory_used":false,"sample_metrics":[{"embedding_cosine_similarity":0.9413412484859178,"reconstruction_loss":0.0006508032709214839,"sample_id":"us-code-10-512-8fea55f8f9ffeb43"},{"embedding_cosine_similarity":0.9322709160738759,"reconstruction_loss":0.0007371124237601843,"sample_id":"us-code-1-102-cba242d0471925cd"},{"embedding_cosine_similarity":0.9285464659744832,"reconstruction_loss":0.0005157275727425222,"sample_id":"us-code-12-165-907420ded9487d9f"},{"embedding_cosine_similarity":0.8864668849037459,"reconstruction_loss":0.0011893286945134647,"sample_id":"us-code-54-101933.-c0d919f580b0f666"}],"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":27.796,"epoch_reports":[{"accepted":false,"adaptive_phase":"plateau_recovery","adaptive_phase_counts":{"backoff":1,"head_rejected":1,"plateau_sweep":1,"warm_start":1},"candidate_holdout_evaluation_count":2,"candidate_reports":[{"acceptance_source":"rejected","accepted":false,"adaptive_optimizer":{"actual_learning_rate":0.0875,"autograd_gradient":false,"exact_flat_guard_metrics":false,"inserted_rows_excluded":80,"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":66048,"parameter_delta_norm":0.0040689627192395635,"parameter_delta_scope":"existing_numeric_trainable_coordinates_only","phase":"backoff"},"attempt_reports":[{"acceptance_source":"rejected","accepted":false,"adaptive_optimizer":{"actual_learning_rate":0.175,"autograd_gradient":false,"exact_flat_guard_metrics":false,"inserted_rows_excluded":80,"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":66048,"parameter_delta_norm":0.008137925438479129,"parameter_delta_scope":"existing_numeric_trainable_coordinates_only","phase":"warm_start"},"candidate_preparation_stopped_stage":null,"candidate_snapshot_available":true,"cosine_similarity_delta":-2.666838271025984e-05,"cross_entropy_delta":0.0,"cross_entropy_excess_delta":0.0,"effective_learning_rate":0.175,"evaluated_objective":{"after":{"cross_entropy_excess_loss":1.577605155288474,"embedding_cosine_gap":0.07787028952320452,"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":0.030629409435075503,"legal_ir:legal_ir_view_cross_entropy_excess_loss":0.052559915028540016,"legal_ir:legal_ir_view_cross_entropy_loss":1.4876606381469317,"legal_ir:legal_ir_view_family_cosine_gap_loss":0.048015205019065366,"legal_ir:legal_ir_view_family_cross_entropy_excess_loss":0.05255991502853985,"legal_ir:legal_ir_view_family_cross_entropy_loss":1.4876606381469317,"reconstruction_loss":0.0007701410750899181},"before":{"cross_entropy_excess_loss":1.577605155288474,"embedding_cosine_gap":0.07784362114049426,"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":0.030629409435075503,"legal_ir:legal_ir_view_cross_entropy_excess_loss":0.052559915028540016,"legal_ir:legal_ir_view_cross_entropy_loss":1.4876606381469317,"legal_ir:legal_ir_view_family_cosine_gap_loss":0.048015205019065366,"legal_ir:legal_ir_view_family_cross_entropy_excess_loss":0.05255991502853985,"legal_ir:legal_ir_view_family_cross_entropy_loss":1.4876606381469317,"reconstruction_loss":0.0007732429904844138},"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":0.005161082417},"gradient_norms_by_head":{"decompiler_plan_embedding_weights":0.005161082417},"hard_example_count":1,"hard_example_fraction":1.0,"head_family_gradient_norms":{"decompiler":0.005161082417},"head_family_update_norms":{"decompiler":0.000903189423},"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":-3.6900658670901976e-05,"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","backoff"],"tried_learning_rates":[0.175,0.0875]},"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":3.101915394495701e-06,"strict_accepted":false,"trainable_legal_ir_head_norms":{"finite":true,"gradient_norm":0.005161082416,"gradient_norms_by_family":{"decompiler":0.005161082417},"gradient_norms_by_head":{"decompiler_plan_embedding_weights":0.005161082417},"head_family_gradient_norms":{"decompiler":0.005161082417},"head_family_update_norms":{"decompiler":0.000903189423},"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":48768},"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":0.000903189423,"update_norms_by_family":{"decompiler":0.000903189423},"update_norms_by_head":{"decompiler_plan_embedding_weights":0.000903189423}},"update":"decoded_embedding_structural","update_norms_by_family":{"decompiler":0.000903189423},"update_norms_by_head":{"decompiler_plan_embedding_weights":0.000903189423}},{"acceptance_source":"rejected","accepted":false,"adaptive_optimizer":{"actual_learning_rate":0.0875,"autograd_gradient":false,"exact_flat_guard_metrics":false,"inserted_rows_excluded":80,"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":66048,"parameter_delta_norm":0.0040689627192395635,"parameter_delta_scope":"existing_numeric_trainable_coordinates_only","phase":"backoff"},"candidate_preparation_stopped_stage":null,"candidate_snapshot_available":true,"cosine_similarity_delta":-9.79243354559678e-06,"cross_entropy_delta":0.0,"cross_entropy_excess_delta":0.0,"effective_learning_rate":0.0875,"evaluated_objective":{"after":{"cross_entropy_excess_loss":1.577605155288474,"embedding_cosine_gap":0.07785341357403985,"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":0.030629409435075503,"legal_ir:legal_ir_view_cross_entropy_excess_loss":0.052559915028540016,"legal_ir:legal_ir_view_cross_entropy_loss":1.4876606381469317,"legal_ir:legal_ir_view_family_cosine_gap_loss":0.048015205019065366,"legal_ir:legal_ir_view_family_cross_entropy_excess_loss":0.05255991502853985,"legal_ir:legal_ir_view_family_cross_entropy_loss":1.4876606381469317,"reconstruction_loss":0.000771683774570961},"before":{"cross_entropy_excess_loss":1.577605155288474,"embedding_cosine_gap":0.07784362114049426,"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":0.030629409435075503,"legal_ir:legal_ir_view_cross_entropy_excess_loss":0.052559915028540016,"legal_ir:legal_ir_view_cross_entropy_loss":1.4876606381469317,"legal_ir:legal_ir_view_family_cosine_gap_loss":0.048015205019065366,"legal_ir:legal_ir_view_family_cross_entropy_excess_loss":0.05255991502853985,"legal_ir:legal_ir_view_family_cross_entropy_loss":1.4876606381469317,"reconstruction_loss":0.0007732429904844138},"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":0.005161082411},"gradient_norms_by_head":{"decompiler_plan_embedding_weights":0.005161082411},"hard_example_count":1,"hard_example_fraction":1.0,"head_family_gradient_norms":{"decompiler":0.005161082411},"head_family_update_norms":{"decompiler":0.000451594711},"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":0.5,"line_search_refinement":false,"objective_delta":-1.3129434405012574e-05,"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","backoff"],"tried_learning_rates":[0.175,0.0875]},"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":1.5592159134528508e-06,"strict_accepted":false,"trainable_legal_ir_head_norms":{"finite":true,"gradient_norm":0.005161082416,"gradient_norms_by_family":{"decompiler":0.005161082411},"gradient_norms_by_head":{"decompiler_plan_embedding_weights":0.005161082411},"head_family_gradient_norms":{"decompiler":0.005161082411},"head_family_update_norms":{"decompiler":0.000451594711},"learning_rate":0.0875,"nonzero_gradient":true,"nonzero_update":true,"projection_update_backend":"python_sparse_batch","scalar_update_counts_by_head":{"decompiler_plan_embedding_weights":48768},"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":0.000451594711,"update_norms_by_family":{"decompiler":0.000451594711},"update_norms_by_head":{"decompiler_plan_embedding_weights":0.000451594711}},"update":"decoded_embedding_structural","update_norms_by_family":{"decompiler":0.000451594711},"update_norms_by_head":{"decompiler_plan_embedding_weights":0.000451594711}}],"candidate_preparation_stopped_stage":null,"candidate_snapshot_available":true,"cosine_similarity_delta":-9.79243354559678e-06,"cross_entropy_delta":0.0,"cross_entropy_excess_delta":0.0,"effective_learning_rate":0.0875,"evaluated_objective":{"after":{"cross_entropy_excess_loss":1.577605155288474,"embedding_cosine_gap":0.07785341357403985,"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":0.030629409435075503,"legal_ir:legal_ir_view_cross_entropy_excess_loss":0.052559915028540016,"legal_ir:legal_ir_view_cross_entropy_loss":1.4876606381469317,"legal_ir:legal_ir_view_family_cosine_gap_loss":0.048015205019065366,"legal_ir:legal_ir_view_family_cross_entropy_excess_loss":0.05255991502853985,"legal_ir:legal_ir_view_family_cross_entropy_loss":1.4876606381469317,"reconstruction_loss":0.000771683774570961},"before":{"cross_entropy_excess_loss":1.577605155288474,"embedding_cosine_gap":0.07784362114049426,"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":0.030629409435075503,"legal_ir:legal_ir_view_cross_entropy_excess_loss":0.052559915028540016,"legal_ir:legal_ir_view_cross_entropy_loss":1.4876606381469317,"legal_ir:legal_ir_view_family_cosine_gap_loss":0.048015205019065366,"legal_ir:legal_ir_view_family_cross_entropy_excess_loss":0.05255991502853985,"legal_ir:legal_ir_view_family_cross_entropy_loss":1.4876606381469317,"reconstruction_loss":0.0007732429904844138},"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":0.005161082411},"gradient_norms_by_head":{"decompiler_plan_embedding_weights":0.005161082411},"hard_example_count":1,"hard_example_fraction":1.0,"head_family_gradient_norms":{"decompiler":0.005161082411},"head_family_update_norms":{"decompiler":0.000451594711},"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":0.5,"line_search_refinement":false,"line_search_refinement_attempt_count":0,"objective_delta":-1.3129434405012574e-05,"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","backoff"],"tried_learning_rates":[0.175,0.0875]},"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":1.5592159134528508e-06,"strict_accepted":false,"trainable_legal_ir_head_norms":{"finite":true,"gradient_norm":0.005161082416,"gradient_norms_by_family":{"decompiler":0.005161082411},"gradient_norms_by_head":{"decompiler_plan_embedding_weights":0.005161082411},"head_family_gradient_norms":{"decompiler":0.005161082411},"head_family_update_norms":{"decompiler":0.000451594711},"learning_rate":0.0875,"nonzero_gradient":true,"nonzero_update":true,"projection_update_backend":"python_sparse_batch","scalar_update_counts_by_head":{"decompiler_plan_embedding_weights":48768},"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":0.000451594711,"update_norms_by_family":{"decompiler":0.000451594711},"update_norms_by_head":{"decompiler_plan_embedding_weights":0.000451594711}},"update":"decoded_embedding_structural","update_norms_by_family":{"decompiler":0.000451594711},"update_norms_by_head":{"decompiler_plan_embedding_weights":0.000451594711}}],"committed_objective_delta":0.0,"cumulative_training_elapsed_seconds":17.294292733073235,"epoch":1,"epoch_elapsed_seconds":10.345330991782248,"momentum_reset_reasons":{},"objective_after":2.011812027153966,"objective_before":2.011812027153966,"objective_delta":-1.3129434405012574e-05,"productive_flat_seed_advances":{},"selected_update":null},{"accepted":false,"adaptive_phase_counts":{"backoff":1,"head_rejected":1,"plateau_sweep":1,"warm_start":1},"candidate_holdout_evaluation_count":2,"candidate_reports":[{"acceptance_source":"rejected","accepted":false,"adaptive_optimizer":{"actual_learning_rate":0.021875,"autograd_gradient":false,"exact_flat_guard_metrics":false,"inserted_rows_excluded":80,"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":66048,"parameter_delta_norm":0.0010172406798098909,"parameter_delta_scope":"existing_numeric_trainable_coordinates_only","phase":"backoff"},"attempt_reports":[{"acceptance_source":"rejected","accepted":false,"adaptive_optimizer":{"actual_learning_rate":0.04375,"autograd_gradient":false,"exact_flat_guard_metrics":false,"inserted_rows_excluded":80,"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":66048,"parameter_delta_norm":0.0020344813596197796,"parameter_delta_scope":"existing_numeric_trainable_coordinates_only","phase":"warm_start"},"candidate_preparation_stopped_stage":null,"candidate_snapshot_available":true,"cosine_similarity_delta":-4.006619539143053e-06,"cross_entropy_delta":0.0,"cross_entropy_excess_delta":0.0,"effective_learning_rate":0.04375,"evaluated_objective":{"after":{"cross_entropy_excess_loss":1.577605155288474,"embedding_cosine_gap":0.0778476277600334,"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":0.030629409435075503,"legal_ir:legal_ir_view_cross_entropy_excess_loss":0.052559915028540016,"legal_ir:legal_ir_view_cross_entropy_loss":1.4876606381469317,"legal_ir:legal_ir_view_family_cosine_gap_loss":0.048015205019065366,"legal_ir:legal_ir_view_family_cross_entropy_excess_loss":0.05255991502853985,"legal_ir:legal_ir_view_family_cross_entropy_loss":1.4876606381469317,"reconstruction_loss":0.0007724613179736361},"before":{"cross_entropy_excess_loss":1.577605155288474,"embedding_cosine_gap":0.07784362114049426,"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":0.030629409435075503,"legal_ir:legal_ir_view_cross_entropy_excess_loss":0.052559915028540016,"legal_ir:legal_ir_view_cross_entropy_loss":1.4876606381469317,"legal_ir:legal_ir_view_family_cosine_gap_loss":0.048015205019065366,"legal_ir:legal_ir_view_family_cross_entropy_excess_loss":0.05255991502853985,"legal_ir:legal_ir_view_family_cross_entropy_loss":1.4876606381469317,"reconstruction_loss":0.0007732429904844138},"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":0.005161082423},"gradient_norms_by_head":{"decompiler_plan_embedding_weights":0.005161082423},"hard_example_count":1,"hard_example_fraction":1.0,"head_family_gradient_norms":{"decompiler":0.005161082423},"head_family_update_norms":{"decompiler":0.000225797356},"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":0.25,"line_search_refinement":false,"objective_delta":-5.2282567977179895e-06,"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","backoff"],"tried_learning_rates":[0.04375,0.021875]},"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":7.81672510777689e-07,"strict_accepted":false,"trainable_legal_ir_head_norms":{"finite":true,"gradient_norm":0.005161082416,"gradient_norms_by_family":{"decompiler":0.005161082423},"gradient_norms_by_head":{"decompiler_plan_embedding_weights":0.005161082423},"head_family_gradient_norms":{"decompiler":0.005161082423},"head_family_update_norms":{"decompiler":0.000225797356},"learning_rate":0.04375,"nonzero_gradient":true,"nonzero_update":true,"projection_update_backend":"python_sparse_batch","scalar_update_counts_by_head":{"decompiler_plan_embedding_weights":48768},"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":0.000225797356,"update_norms_by_family":{"decompiler":0.000225797356},"update_norms_by_head":{"decompiler_plan_embedding_weights":0.000225797356}},"update":"decoded_embedding_structural","update_norms_by_family":{"decompiler":0.000225797356},"update_norms_by_head":{"decompiler_plan_embedding_weights":0.000225797356}},{"acceptance_source":"rejected","accepted":false,"adaptive_optimizer":{"actual_learning_rate":0.021875,"autograd_gradient":false,"exact_flat_guard_metrics":false,"inserted_rows_excluded":80,"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":66048,"parameter_delta_norm":0.0010172406798098909,"parameter_delta_scope":"existing_numeric_trainable_coordinates_only","phase":"backoff"},"candidate_preparation_stopped_stage":null,"candidate_snapshot_available":true,"cosine_similarity_delta":-1.780390309513713e-06,"cross_entropy_delta":0.0,"cross_entropy_excess_delta":0.0,"effective_learning_rate":0.021875,"evaluated_objective":{"after":{"cross_entropy_excess_loss":1.577605155288474,"embedding_cosine_gap":0.07784540153080377,"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":0.030629409435075503,"legal_ir:legal_ir_view_cross_entropy_excess_loss":0.052559915028540016,"legal_ir:legal_ir_view_cross_entropy_loss":1.4876606381469317,"legal_ir:legal_ir_view_family_cosine_gap_loss":0.048015205019065366,"legal_ir:legal_ir_view_family_cross_entropy_excess_loss":0.05255991502853985,"legal_ir:legal_ir_view_family_cross_entropy_loss":1.4876606381469317,"reconstruction_loss":0.0007728516380905121},"before":{"cross_entropy_excess_loss":1.577605155288474,"embedding_cosine_gap":0.07784362114049426,"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":0.030629409435075503,"legal_ir:legal_ir_view_cross_entropy_excess_loss":0.052559915028540016,"legal_ir:legal_ir_view_cross_entropy_loss":1.4876606381469317,"legal_ir:legal_ir_view_family_cosine_gap_loss":0.048015205019065366,"legal_ir:legal_ir_view_family_cross_entropy_excess_loss":0.05255991502853985,"legal_ir:legal_ir_view_family_cross_entropy_loss":1.4876606381469317,"reconstruction_loss":0.0007732429904844138},"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":0.005161082423},"gradient_norms_by_head":{"decompiler_plan_embedding_weights":0.005161082423},"hard_example_count":1,"hard_example_fraction":1.0,"head_family_gradient_norms":{"decompiler":0.005161082423},"head_family_update_norms":{"decompiler":0.000112898678},"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":0.125,"line_search_refinement":false,"objective_delta":-2.2792330702792185e-06,"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","backoff"],"tried_learning_rates":[0.04375,0.021875]},"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":3.913523939016875e-07,"strict_accepted":false,"trainable_legal_ir_head_norms":{"finite":true,"gradient_norm":0.005161082416,"gradient_norms_by_family":{"decompiler":0.005161082423},"gradient_norms_by_head":{"decompiler_plan_embedding_weights":0.005161082423},"head_family_gradient_norms":{"decompiler":0.005161082423},"head_family_update_norms":{"decompiler":0.000112898678},"learning_rate":0.021875,"nonzero_gradient":true,"nonzero_update":true,"projection_update_backend":"python_sparse_batch","scalar_update_counts_by_head":{"decompiler_plan_embedding_weights":48768},"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":0.000112898678,"update_norms_by_family":{"decompiler":0.000112898678},"update_norms_by_head":{"decompiler_plan_embedding_weights":0.000112898678}},"update":"decoded_embedding_structural","update_norms_by_family":{"decompiler":0.000112898678},"update_norms_by_head":{"decompiler_plan_embedding_weights":0.000112898678}}],"candidate_preparation_stopped_stage":null,"candidate_snapshot_available":true,"cosine_similarity_delta":-1.780390309513713e-06,"cross_entropy_delta":0.0,"cross_entropy_excess_delta":0.0,"effective_learning_rate":0.021875,"evaluated_objective":{"after":{"cross_entropy_excess_loss":1.577605155288474,"embedding_cosine_gap":0.07784540153080377,"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":0.030629409435075503,"legal_ir:legal_ir_view_cross_entropy_excess_loss":0.052559915028540016,"legal_ir:legal_ir_view_cross_entropy_loss":1.4876606381469317,"legal_ir:legal_ir_view_family_cosine_gap_loss":0.048015205019065366,"legal_ir:legal_ir_view_family_cross_entropy_excess_loss":0.05255991502853985,"legal_ir:legal_ir_view_family_cross_entropy_loss":1.4876606381469317,"reconstruction_loss":0.0007728516380905121},"before":{"cross_entropy_excess_loss":1.577605155288474,"embedding_cosine_gap":0.07784362114049426,"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":0.030629409435075503,"legal_ir:legal_ir_view_cross_entropy_excess_loss":0.052559915028540016,"legal_ir:legal_ir_view_cross_entropy_loss":1.4876606381469317,"legal_ir:legal_ir_view_family_cosine_gap_loss":0.048015205019065366,"legal_ir:legal_ir_view_family_cross_entropy_excess_loss":0.05255991502853985,"legal_ir:legal_ir_view_family_cross_entropy_loss":1.4876606381469317,"reconstruction_loss":0.0007732429904844138},"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":0.005161082423},"gradient_norms_by_head":{"decompiler_plan_embedding_weights":0.005161082423},"hard_example_count":1,"hard_example_fraction":1.0,"head_family_gradient_norms":{"decompiler":0.005161082423},"head_family_update_norms":{"decompiler":0.000112898678},"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":0.125,"line_search_refinement":false,"line_search_refinement_attempt_count":0,"objective_delta":-2.2792330702792185e-06,"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","backoff"],"tried_learning_rates":[0.04375,0.021875]},"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":3.913523939016875e-07,"strict_accepted":false,"trainable_legal_ir_head_norms":{"finite":true,"gradient_norm":0.005161082416,"gradient_norms_by_family":{"decompiler":0.005161082423},"gradient_norms_by_head":{"decompiler_plan_embedding_weights":0.005161082423},"head_family_gradient_norms":{"decompiler":0.005161082423},"head_family_update_norms":{"decompiler":0.000112898678},"learning_rate":0.021875,"nonzero_gradient":true,"nonzero_update":true,"projection_update_backend":"python_sparse_batch","scalar_update_counts_by_head":{"decompiler_plan_embedding_weights":48768},"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":0.000112898678,"update_norms_by_family":{"decompiler":0.000112898678},"update_norms_by_head":{"decompiler_plan_embedding_weights":0.000112898678}},"update":"decoded_embedding_structural","update_norms_by_family":{"decompiler":0.000112898678},"update_norms_by_head":{"decompiler_plan_embedding_weights":0.000112898678}}],"committed_objective_delta":0.0,"cumulative_training_elapsed_seconds":27.795330985449255,"epoch":2,"epoch_elapsed_seconds":10.50089336745441,"momentum_reset_reasons":{},"objective_after":2.011812027153966,"objective_before":2.011812027153966,"objective_delta":-2.2792330702792185e-06,"productive_flat_seed_advances":{},"selected_update":null,"stopped_reason":"search_stalled"}],"evaluated_objective":{"after":{"cross_entropy_excess_loss":1.577605155288474,"embedding_cosine_gap":0.07784362114049426,"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":0.030629409435075503,"legal_ir:legal_ir_view_cross_entropy_excess_loss":0.052559915028540016,"legal_ir:legal_ir_view_cross_entropy_loss":1.4876606381469317,"legal_ir:legal_ir_view_family_cosine_gap_loss":0.048015205019065366,"legal_ir:legal_ir_view_family_cross_entropy_excess_loss":0.05255991502853985,"legal_ir:legal_ir_view_family_cross_entropy_loss":1.4876606381469317,"reconstruction_loss":0.0007732429904844138},"before":{"cross_entropy_excess_loss":1.577605155288474,"embedding_cosine_gap":0.07784362114049426,"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":0.030629409435075503,"legal_ir:legal_ir_view_cross_entropy_excess_loss":0.052559915028540016,"legal_ir:legal_ir_view_cross_entropy_loss":1.4876606381469317,"legal_ir:legal_ir_view_family_cosine_gap_loss":0.048015205019065366,"legal_ir:legal_ir_view_family_cross_entropy_excess_loss":0.05255991502853985,"legal_ir:legal_ir_view_family_cross_entropy_loss":1.4876606381469317,"reconstruction_loss":0.0007732429904844138},"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":0.0109375,"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":{},"momentum_history_coordinate_count":0,"momentum_history_coordinate_limit":8192,"momentum_history_eligible_coordinate_count":0,"momentum_history_eligible_parameter_delta_norm":0.0,"momentum_history_parameter_delta_norm_coverage":null,"momentum_history_retained_parameter_delta_norm":0.0,"momentum_history_selection":"largest_absolute_accepted_parameter_delta_stable_coordinate_ties","momentum_history_truncation_count":0,"momentum_reset_reasons":{},"next_epoch_growth_scope":"selected_committed_head_only","phase_counts":{"backoff":2,"head_rejected":2,"plateau_sweep":2,"warm_start":2},"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":4,"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":4.0,"max_seconds":0.20424757059663534,"p50_seconds":0.19716882333159447,"p95_seconds":0.20343040572479368,"seconds":0.7910295333713293},"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":4.0,"max_seconds":0.20427662041038275,"p50_seconds":0.19719473784789443,"p95_seconds":0.2034591667819768,"seconds":0.7911353232339025},"python_loop":{"count":8.0,"max_seconds":5.689823634922504,"p50_seconds":4.419700258411467,"p95_seconds":5.275853795977309,"seconds":24.775680422782898},"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":8.0,"max_seconds":0.20427662041038275,"p50_seconds":0.1971811754629016,"p95_seconds":0.20426645297557117,"seconds":1.5821648566052318}},"by_legal_family":{"aggregate":{"count":12.0,"max_seconds":5.689823634922504,"p50_seconds":0.7310773474164307,"p95_seconds":5.03929960229434,"seconds":25.5668157460168},"deontic":{"count":4.0,"max_seconds":0.20424757059663534,"p50_seconds":0.19716882333159447,"p95_seconds":0.20343040572479368,"seconds":0.7910295333713293}},"by_stage":{"before_holdout_evaluation":{"count":1.0,"max_seconds":5.689823634922504,"p50_seconds":5.689823634922504,"p95_seconds":5.689823634922504,"seconds":5.689823634922504},"hard_example_selection":{"count":2.0,"max_seconds":5.327165126800537e-06,"p50_seconds":4.813540726900101e-06,"p95_seconds":5.275802686810494e-06,"seconds":9.627081453800201e-06},"line_search_evaluation":{"count":4.0,"max_seconds":4.507052666507661,"p50_seconds":4.479863740503788,"p95_seconds":4.503222151985392,"seconds":17.82796908635646},"projection_update_batch":{"count":4.0,"max_seconds":0.20427662041038275,"p50_seconds":0.19719473784789443,"p95_seconds":0.2034591667819768,"seconds":0.7911353232339025},"projection_update_head":{"count":4.0,"max_seconds":0.20424757059663534,"p50_seconds":0.19716882333159447,"p95_seconds":0.20343040572479368,"seconds":0.7910295333713293},"training_cache_prime":{"count":1.0,"max_seconds":1.2578780744224787,"p50_seconds":1.2578780744224787,"p95_seconds":1.2578780744224787,"seconds":1.2578780744224787}},"cost_families":["host_device_transfer","kernel","synchronization","python_loop","optimizer","feature_head"],"counters":{"projection_update_batch_count":4,"projection_update_head_count":4,"projection_update_sample_count":4},"event_count":16,"events":[{"cost_family":"python_loop","feature_head":"","legal_family":"aggregate","metadata":{"evaluation_profile":{"model_metrics_seconds":0.9115232024341822,"ontology_capture_seconds":4.021549183875322,"sample_count":4,"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":4,"other":0,"prepared_native":0},"structural_target_seconds":0.027012189850211143,"supplied_target_count":4,"target_cache_miss_count":0,"target_count":4,"target_items_seconds":3.9555132389068604e-05,"target_reduction_seconds":0.7293768469244242,"timeout_fallback_count":0,"training_target_seconds_sum":0.0},"target_payload_seconds":0.7565437564626336,"total_seconds":5.689619162119925},"sample_count":4},"seconds":5.689823634923,"stage":"before_holdout_evaluation"},{"cost_family":"python_loop","feature_head":"","legal_family":"aggregate","metadata":{"evaluation_profile":{"model_metrics_seconds":0.286781738512218,"ontology_capture_seconds":0.7811646973714232,"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":0.005821371451020241,"supplied_target_count":1,"target_cache_miss_count":0,"target_count":1,"target_items_seconds":3.8022175431251526e-05,"target_reduction_seconds":0.1838878123089671,"timeout_fallback_count":0,"training_target_seconds_sum":0.0},"target_payload_seconds":0.18983554001897573,"total_seconds":1.2577846348285675},"sample_count":1},"seconds":1.257878074422,"stage":"training_cache_prime"},{"cost_family":"python_loop","feature_head":"","legal_family":"aggregate","metadata":{"sample_count":1},"seconds":4.299916e-06,"stage":"hard_example_selection"},{"cost_family":"feature_head","feature_head":"decoded_embedding_structural","legal_family":"deontic","metadata":{},"seconds":0.192444316112,"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":0.192469227128,"stage":"projection_update_batch"},{"cost_family":"python_loop","feature_head":"","legal_family":"aggregate","metadata":{"evaluation_profile":{"model_metrics_seconds":0.49561416544020176,"ontology_capture_seconds":3.1050738096237183,"sample_count":4,"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":4,"other":0,"prepared_native":0},"structural_target_seconds":0.02036595158278942,"supplied_target_count":4,"target_cache_miss_count":0,"target_count":4,"target_items_seconds":3.938097506761551e-05,"target_reduction_seconds":0.7398301418870687,"timeout_fallback_count":0,"training_target_seconds_sum":0.0},"target_payload_seconds":0.7603269116953015,"total_seconds":4.361017324030399},"sample_count":4},"seconds":4.361188938841,"stage":"line_search_evaluation"},{"cost_family":"feature_head","feature_head":"decoded_embedding_structural","legal_family":"deontic","metadata":{},"seconds":0.204247570597,"stage":"projection_update_head"},{"cost_family":"optimizer","feature_head":"decoded_embedding_structural","legal_family":"aggregate","metadata":{"learning_rate":0.0875,"sample_count":1,"update_backend":"python_sparse_batch","update_targets":["decoded_embedding_structural"]},"seconds":0.20427662041,"stage":"projection_update_batch"},{"cost_family":"python_loop","feature_head":"","legal_family":"aggregate","metadata":{"evaluation_profile":{"model_metrics_seconds":0.5218135733157396,"ontology_capture_seconds":3.1845743572339416,"sample_count":4,"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":4,"other":0,"prepared_native":0},"structural_target_seconds":0.020605511032044888,"supplied_target_count":4,"target_cache_miss_count":0,"target_count":4,"target_items_seconds":3.793928772211075e-05,"target_reduction_seconds":0.7542010862380266,"timeout_fallback_count":0,"training_target_seconds_sum":0.0},"target_payload_seconds":0.7749409135431051,"total_seconds":4.481331602670252},"sample_count":4},"seconds":4.481515903026,"stage":"line_search_evaluation"},{"cost_family":"python_loop","feature_head":"","legal_family":"aggregate","metadata":{"sample_count":1},"seconds":5.327165e-06,"stage":"hard_example_selection"},{"cost_family":"feature_head","feature_head":"decoded_embedding_structural","legal_family":"deontic","metadata":{},"seconds":0.198799804784,"stage":"projection_update_head"},{"cost_family":"optimizer","feature_head":"decoded_embedding_structural","legal_family":"aggregate","metadata":{"learning_rate":0.04375,"sample_count":1,"update_backend":"python_sparse_batch","update_targets":["decoded_embedding_structural"]},"seconds":0.198826929554,"stage":"projection_update_batch"},{"cost_family":"python_loop","feature_head":"","legal_family":"aggregate","metadata":{"evaluation_profile":{"model_metrics_seconds":0.5145613290369511,"ontology_capture_seconds":3.2233446668833494,"sample_count":4,"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":4,"other":0,"prepared_native":0},"structural_target_seconds":0.020897850394248962,"supplied_target_count":4,"target_cache_miss_count":0,"target_count":4,"target_items_seconds":3.9663165807724e-05,"target_reduction_seconds":0.7479230975732207,"timeout_fallback_count":0,"training_target_seconds_sum":0.0},"target_payload_seconds":0.7689542379230261,"total_seconds":4.5068628350272775},"sample_count":4},"seconds":4.507052666508,"stage":"line_search_evaluation"},{"cost_family":"feature_head","feature_head":"decoded_embedding_structural","legal_family":"deontic","metadata":{},"seconds":0.195537841879,"stage":"projection_update_head"},{"cost_family":"optimizer","feature_head":"decoded_embedding_structural","legal_family":"aggregate","metadata":{"learning_rate":0.021875,"sample_count":1,"update_backend":"python_sparse_batch","update_targets":["decoded_embedding_structural"]},"seconds":0.195562546141,"stage":"projection_update_batch"},{"cost_family":"python_loop","feature_head":"","legal_family":"aggregate","metadata":{"evaluation_profile":{"model_metrics_seconds":0.5074521796777844,"ontology_capture_seconds":3.1986075220629573,"sample_count":4,"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":4,"other":0,"prepared_native":0},"structural_target_seconds":0.02112003695219755,"supplied_target_count":4,"target_cache_miss_count":0,"target_count":4,"target_items_seconds":4.095211625099182e-05,"target_reduction_seconds":0.750706834718585,"timeout_fallback_count":0,"training_target_seconds_sum":0.0},"target_payload_seconds":0.7719717407599092,"total_seconds":4.478033901192248},"sample_count":4},"seconds":4.478211577982,"stage":"line_search_evaluation"}],"schema_version":"legal-ir-projection-profile-v1","total_seconds":26.357845279388,"warm_p95_projection_seconds":0.406889572507},"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":0,"attempted_count":4,"best_rejected_attempt":{"cross_entropy_delta":0.0,"effective_learning_rate":0.021875,"legal_ir_view_cross_entropy_delta":0.0,"line_search_multiplier":0.125,"line_search_refinement":false,"objective_delta":-2.279233e-06,"pareto_regressions":{},"reconstruction_delta":3.91352e-07,"update":"decoded_embedding_structural"},"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":0,"tolerated_regression_counts":{},"would_accept_count":0},"refinement_attempt_count":0,"rejected_attempt_count":4},"sample_memory_used":false,"state_entry_count":1632,"stopped_reason":"search_stalled","validation_sample_count":4},"training_seconds":27.804906589910388,"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-feature-freeze/ipfs_datasets_py/optimizers/logic_theorem_optimizer/modal_autoencoder.py","compiler":"/home/barberb/lift_coding/external/ipfs_datasets-feature-freeze/ipfs_datasets_py/logic/legal_ir/canonical_compiler.py","decompiler":"/home/barberb/lift_coding/external/ipfs_datasets-feature-freeze/ipfs_datasets_py/logic/legal_ir/canonical_decompiler.py","parser":"/home/barberb/lift_coding/external/ipfs_datasets-feature-freeze/ipfs_datasets_py/logic/deontic/utils/deontic_parser.py","samples":"/home/barberb/lift_coding/external/ipfs_datasets-feature-freeze/ipfs_datasets_py/optimizers/logic_theorem_optimizer/legal_samples.py","worker":"/home/barberb/lift_coding/external/ipfs_datasets-feature-freeze/ipfs_datasets_py/optimizers/logic_theorem_optimizer/autoencoder_training_worker.py"},"use_sample_memory":false,"validation_mode":"holdout","validation_sample_count":4,"weight_load_seconds_after_json_parse":0.17778500728309155,"weight_storage":"private_json","worker_source_sha256":"bde3bd327df59f2e7557eac8aa2e0989ceb1128bc39918bf8cf46011e7bd9415"}}