{"meta":{"query_hash":"85da5e93f85c","filters":{"venue":"Vanderbilt law review"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/85da5e93f85c","api":"https://metacan.xera.ac/api/v1/cohort?venue=Vanderbilt+law+review"},"results":[{"id":"W115870421","doi":"","title":"Islamic Arbitration: A New Path for Interpreting Islamic Legal Contracts","year":2006,"lang":"en","type":"article","venue":"Vanderbilt law review","topic":"Legal Studies and Policies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Law; Islam; Arbitration; Duty; Unconscionability; Sharia; Obligation; Political science; Dilemma; Sociology","score_opus":0.021656454719804933,"score_gpt":0.31813330325391703,"score_spread":0.2964768485341121,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W115870421","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015212577,0.1705238,0.0017912298,0.03600569,0.00082261895,0.002176536,0.000022007103,0.00020991791,0.7869269],"genre_scores_gemma":[0.9324224,0.03296915,0.00069357036,0.023322012,0.0021409283,0.00012003174,0.000022019947,0.000030353483,0.008279512],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986127,0.000117170464,0.00039059203,0.0002267983,0.00022818513,0.0004245736],"domain_scores_gemma":[0.99929816,0.00023964694,0.00016459767,0.00015840653,0.000096391865,0.000042798238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006257548,0.00016096386,0.0003863587,0.000014380843,0.00066570693,0.00015589876,0.00020709411,0.000069712325,0.00011484614],"category_scores_gemma":[0.00018958417,0.00013196142,0.00021523077,0.00017934603,0.00014735466,0.0002621917,0.000031740794,0.00011729783,0.000041391846],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000037053119,0.000019506224,0.000027751235,0.00026799674,0.000015040531,0.0000014432402,0.0006193451,0.0000010633845,0.00002660387,0.93345916,0.06268911,0.002869296],"study_design_scores_gemma":[0.00023308273,0.000038877362,0.000028717646,0.0011272072,0.000062246145,0.0000020789923,0.00007125018,0.00001178385,0.000019547006,0.02418701,0.97403973,0.00017849427],"about_ca_topic_score_codex":0.05993746,"about_ca_topic_score_gemma":0.059251312,"teacher_disagreement_score":0.93090117,"about_ca_system_score_codex":0.00009154044,"about_ca_system_score_gemma":0.0001842644,"threshold_uncertainty_score":0.9579149},"labels":[],"label_agreement":null},{"id":"W1553727096","doi":"","title":"Hydro Law and the Future of Hydroelectric Power Generation in the United States","year":2012,"lang":"en","type":"article","venue":"Vanderbilt law review","topic":"Legal Systems and Judicial Processes","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hydroelectricity; Renewable energy; Natural resource economics; Greenhouse gas; Environmental protection; Business; Environmental science; Economics; Engineering; Ecology","score_opus":0.023770949653074303,"score_gpt":0.2989259806843814,"score_spread":0.2751550310313071,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1553727096","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.037568938,0.85155314,0.000019049434,0.018813856,0.00029777884,0.0014498763,0.0000030538342,0.000023715154,0.09027061],"genre_scores_gemma":[0.8984105,0.09264351,0.0000040539594,0.008519376,0.00035412682,0.000027072207,0.0000067499845,0.000004375569,0.00003023897],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984632,0.0007360073,0.00025058317,0.00008753327,0.0002624771,0.0002001566],"domain_scores_gemma":[0.9994669,0.00017772341,0.00012275389,0.00013509038,0.000060264196,0.000037290618],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002656259,0.00007888883,0.00022891487,0.000018727285,0.0003274455,0.000046269633,0.00017102601,0.00004858106,0.000036162113],"category_scores_gemma":[0.00006615407,0.000037334372,0.000046047244,0.0006457535,0.00027196112,0.00021133131,0.000015558378,0.00011049651,0.000004734222],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003070355,0.000024451983,0.000108041815,0.0001906338,0.000007190727,2.3578154e-7,0.0050175567,0.0000011728997,0.000005234049,0.99244356,0.0015938698,0.00060497306],"study_design_scores_gemma":[0.00018519297,0.000016212523,0.000027232227,0.0001875332,0.000033125565,0.0000017186319,0.00059597,0.000014234797,0.000012672373,0.0032223803,0.9956394,0.00006435697],"about_ca_topic_score_codex":0.023059325,"about_ca_topic_score_gemma":0.011097498,"teacher_disagreement_score":0.9940455,"about_ca_system_score_codex":0.000016319802,"about_ca_system_score_gemma":0.000027588283,"threshold_uncertainty_score":0.9834462},"labels":[],"label_agreement":null},{"id":"W2610865168","doi":"","title":"An Ocean between Us: The Implications of Inconsistencies between the Navigational Laws of Coastal Arctic Council Nations and the United Nations Convention on the Law of the Sea for Arctic Navigation","year":2017,"lang":"en","type":"article","venue":"Vanderbilt law review","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Arctic; Sea ice; Arctic ice pack; United Nations Convention on the Law of the Sea; Law; Environmental science; Navigability; The arctic; Arctic ecology; Oceanography; Convention; Geography; Geology; Political science","score_opus":0.12636473122406205,"score_gpt":0.36923311965878813,"score_spread":0.24286838843472608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2610865168","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16458595,0.0062844194,0.00037730148,0.75703543,0.00028217828,0.010267825,0.0018544198,0.00004637643,0.05926607],"genre_scores_gemma":[0.9961689,0.002384544,0.000028447395,0.0010017602,0.00011999118,0.0001380967,0.00004160757,0.000008617163,0.00010803891],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9976629,0.0008708581,0.0005360943,0.0001583134,0.0006105794,0.00016127687],"domain_scores_gemma":[0.99205875,0.0051319106,0.00096089864,0.000719078,0.0010930249,0.00003635308],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.003865411,0.00012963597,0.00031122385,0.000031531075,0.0062630703,0.00006865803,0.0007977852,0.000056653793,0.000008231768],"category_scores_gemma":[0.0024404586,0.00005252519,0.00021409387,0.0005586253,0.005953024,0.00016824571,0.00011290493,0.00017891316,8.7981334e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000040535188,0.00002457439,0.01822896,0.00027948126,0.00012600028,7.07392e-9,0.0025558767,0.000003732924,0.0000020284824,0.97834396,0.00027851132,0.0001527943],"study_design_scores_gemma":[0.0014542586,0.00016232373,0.43551788,0.0052432185,0.0023519062,0.000003343455,0.0068580434,0.000070335955,0.00011119703,0.32259697,0.22531049,0.00032003608],"about_ca_topic_score_codex":0.016332628,"about_ca_topic_score_gemma":0.021977253,"teacher_disagreement_score":0.83158296,"about_ca_system_score_codex":0.00006948892,"about_ca_system_score_gemma":0.00029920545,"threshold_uncertainty_score":0.9967522},"labels":[],"label_agreement":null},{"id":"W2951183103","doi":"","title":"A Comparative Discussion of Who Pays for Document Discovery in Australia, Canada, Guernsey (Channel Islands), and Singapore and Its Effect on Access to Justice","year":2018,"lang":"en","type":"article","venue":"Vanderbilt law review","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Economic Justice; Channel (broadcasting); Political science; Law; Geography; Genealogy; History; Engineering; Telecommunications","score_opus":0.1171093796009748,"score_gpt":0.4605745481095163,"score_spread":0.34346516850854153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951183103","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70172614,0.015381927,0.00041052137,0.23004624,0.002367431,0.012429906,0.0002865723,0.000044902936,0.03730635],"genre_scores_gemma":[0.9939131,0.0013950907,0.000025512974,0.0031817406,0.00009990938,0.00009186736,0.00000864794,0.0000045142933,0.0012796219],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989785,0.00022363583,0.00024935478,0.00019778263,0.00019110425,0.00015960267],"domain_scores_gemma":[0.9990736,0.00046438526,0.00014024401,0.00009921264,0.00013498691,0.000087551576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078791514,0.00010049933,0.00029296384,0.00003558742,0.00025159994,0.00012359925,0.00011100151,0.000033081942,0.000036551755],"category_scores_gemma":[0.0005040716,0.00006306552,0.000019632254,0.00032992935,0.00007699178,0.00060493033,0.00003447093,0.00009491411,0.0000018951537],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007317811,0.00052150164,0.0038316725,0.02003722,0.00019198316,0.000007799305,0.067821026,0.000020360994,0.00032712534,0.6477118,0.24285959,0.015938101],"study_design_scores_gemma":[0.0008493646,0.0007457599,0.004874028,0.007951721,0.00024915222,0.0000021869423,0.0015490738,0.00002576596,0.000950877,0.0022373595,0.98015785,0.00040683107],"about_ca_topic_score_codex":0.20643604,"about_ca_topic_score_gemma":0.7405928,"teacher_disagreement_score":0.7372983,"about_ca_system_score_codex":0.00008690887,"about_ca_system_score_gemma":0.00026867233,"threshold_uncertainty_score":0.7988484},"labels":[],"label_agreement":null},{"id":"W341806150","doi":"","title":"For their own good? Exploring legislative responses to the commercial sexual exploitation of children and the Illinois Safe Children Act","year":2012,"lang":"en","type":"article","venue":"Vanderbilt law review","topic":"Legal Systems and Judicial Processes","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Statute; Statutory law; Legislation; Legislature; Legislative intent; Law; Harm; Criminology; Political science; Safeguarding; Psychology; Medicine","score_opus":0.08878705201028878,"score_gpt":0.33679254127003855,"score_spread":0.24800548925974977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W341806150","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59097594,0.31391513,0.0011938488,0.04754326,0.0012502327,0.015583009,0.00027428468,0.00014469287,0.029119566],"genre_scores_gemma":[0.9837712,0.012988871,0.000053522057,0.0017148177,0.0009709329,0.00033444882,0.000008136398,0.000015112094,0.00014295365],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980797,0.00074912835,0.0003808373,0.00018293709,0.000290092,0.00031729136],"domain_scores_gemma":[0.99793893,0.0013540536,0.00024012255,0.00022522858,0.00014129136,0.00010039941],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035622006,0.00015382568,0.00043323063,0.000022389642,0.0009426837,0.00006550218,0.0003126592,0.000050179184,0.000019442881],"category_scores_gemma":[0.0010148434,0.00007668615,0.000108484746,0.00028960375,0.0003637098,0.0005236045,0.00007213594,0.00011005846,0.000007224543],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047720267,0.00017298243,0.031777386,0.0008605069,0.0004158965,1.16438514e-7,0.16096684,0.0000047185413,0.000029888477,0.6149741,0.006355424,0.18396497],"study_design_scores_gemma":[0.0016247168,0.0002881818,0.065379545,0.00211265,0.00042720902,0.000005078261,0.0051627457,0.0000019607055,0.00025841498,0.001992374,0.9221794,0.0005677015],"about_ca_topic_score_codex":0.011262827,"about_ca_topic_score_gemma":0.004435479,"teacher_disagreement_score":0.915824,"about_ca_system_score_codex":0.000028608682,"about_ca_system_score_gemma":0.000077084755,"threshold_uncertainty_score":0.9953213},"labels":[],"label_agreement":null}]}