{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"68925b5d2e93","filters":{"venue":"Betascript Pub. eBooks"}},"results":[{"id":"W932158291","doi":"","title":"Puisne justice : Australia, common law, puisne, list of puisne justices of the supreme court of Canada, associate justice, lord ordinary, Sri Lanka, Hong Kong, judge","year":2010,"lang":"fr","type":"book","venue":"Betascript Pub. eBooks","topic":"Multicultural Socio-Legal Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Sri lanka; Law; Supreme court; Economic Justice; Political science; History; Ancient history; South asia","authors":[{"name":"Lambert M. Surhone","is_ca":false},{"name":"Miriam T. Timpledon","is_ca":false},{"name":"Susan F. Marseken","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05031207357757568,"gpt":0.2943507054497345,"spread":0.2440386318721588,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow","sts","research_integrity"],"category_scores_codex":[0.002961423,0.001714837,0.00384138,0.0001763526,0.002696154,0.0001967285,0.003989488,0.001967758,0.0008091845],"category_scores_gemma":[0.00157629,0.001398872,0.00131355,0.0005828484,0.009204929,0.0004810411,0.001434687,0.002957688,0.00002607956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002007486,"about_ca_system_score_gemma":0.003127693,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8609107,"about_ca_topic_score_gemma":0.9556818,"domain_scores_codex":[0.9869508,0.001670378,0.003376576,0.001393499,0.004135533,0.002473204],"domain_scores_gemma":[0.9872949,0.002027559,0.005589801,0.001646377,0.002655727,0.0007856395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005819725,0.001837775,0.0229075,0.02462464,0.008508221,0.0002617007,0.07542007,0.0002684305,0.009591293,0.4579722,0.3926664,0.005359749],"study_design_scores_gemma":[0.002337019,0.0005268492,0.03579048,0.002736261,0.02177412,0.00001557606,0.02623214,0.00008360646,0.005187756,0.00167622,0.9008955,0.002744448],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3556311,0.003203027,0.000004529385,0.006015202,0.01843711,0.003639702,0.006034216,0.000131371,0.6069038],"genre_scores_gemma":[0.7179941,0.0002187837,0.0003415464,0.0004259752,0.00157976,0.00008799923,0.0001276062,0.0001151711,0.2791091],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5082291,"threshold_uncertainty_score":0.9995598,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W631063379","doi":"","title":"Supreme court of Canada : supreme court, law of Canada, lawsuit, appeal, judge, chief justice of Canada, history of the supreme court of Canada, judicial committee of the privy council","year":2011,"lang":"en","type":"book","venue":"Betascript Pub. eBooks","topic":"Judicial and Constitutional Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Law; Supreme court; Political science; Original jurisdiction; Certiorari; Remand (court procedure); Court of equity; Appeal; Majority opinion; Court of record; Lawsuit; Precedent","authors":[{"name":"Lambert M. Surhone","is_ca":false},{"name":"Miriam T. Timpledon","is_ca":false},{"name":"Susan F. Marseken","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04074741758313307,"gpt":0.2083389252018219,"spread":0.1675915076186888,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00206617,0.0008206298,0.002480814,0.00009351483,0.001014724,0.000009519905,0.003039115,0.0004510034,0.0002265753],"category_scores_gemma":[0.0007665289,0.0006786582,0.0004782527,0.0002331169,0.005915878,0.00008939923,0.0005874286,0.0008741264,1.417912e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.0132896,"about_ca_system_score_gemma":0.3827846,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9999856,"about_ca_topic_score_gemma":0.9999995,"domain_scores_codex":[0.9874901,0.0005580363,0.002522407,0.0006632562,0.007478136,0.001288022],"domain_scores_gemma":[0.9898356,0.0005765821,0.003507708,0.00131121,0.004338427,0.0004304583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001220555,0.00009354386,0.0008834215,0.0006658,0.0008708026,0.0000130482,0.002366612,0.00003760305,0.000236769,0.1642606,0.8304034,0.00004636822],"study_design_scores_gemma":[0.0007332904,0.00009213591,0.005596865,0.0008753229,0.00138759,0.000004584106,0.002218165,0.000006616795,0.001241509,0.002813178,0.9843278,0.0007029487],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005150093,0.004805392,0.000002835464,0.001898617,0.006437547,0.001570014,0.009548139,0.00001488971,0.9705725],"genre_scores_gemma":[0.7695654,0.00007482496,0.00001937007,0.001127396,0.0004463263,0.00003827074,0.00003737739,0.00007222008,0.2286188],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7644153,"threshold_uncertainty_score":0.9995664,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W603358093","doi":"","title":"Premiership of Stephen Harper : Prime Minister of Canada, 28th Canadian Ministry, Stephen Harper","year":2010,"lang":"en","type":"book","venue":"Betascript Pub. eBooks","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Prime minister; Christian ministry; Political science; Law; Law and economics; Management; Sociology; Economics; Politics","authors":[{"name":"Lambert M. Surhone","is_ca":false},{"name":"Miriam T. Timpledon","is_ca":false},{"name":"Susan F. Marseken","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01831538194038894,"gpt":0.2298579547963985,"spread":0.2115425728560096,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007888068,0.0006224271,0.001099566,0.00029409,0.0004553481,0.000117074,0.001627584,0.001195208,0.001364899],"category_scores_gemma":[0.0003296016,0.0006956338,0.0003806393,0.0001033146,0.001377873,0.000129647,0.0001048518,0.0009786111,0.00002050391],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002054921,"about_ca_system_score_gemma":0.06410166,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9955407,"about_ca_topic_score_gemma":0.999824,"domain_scores_codex":[0.9951125,0.0002107541,0.001000723,0.0007459281,0.00144166,0.001488458],"domain_scores_gemma":[0.9956004,0.0001860326,0.0009812095,0.00118304,0.000426641,0.00162268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002964032,0.00001598196,0.0001867913,0.0001971298,0.0001942139,0.000057959,0.006602708,3.345838e-7,0.00009345447,0.0227883,0.9672316,0.002601827],"study_design_scores_gemma":[0.000342751,0.0000482951,0.0008043431,0.0002644072,0.0001685077,0.000005251767,0.000390733,6.394376e-7,0.0004325812,0.001442654,0.9954173,0.0006825177],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00150727,0.000394299,0.000001659468,0.002939384,0.001440963,0.0010045,0.008866142,0.00002458673,0.9838212],"genre_scores_gemma":[0.02609184,0.000009018265,0.0001251882,0.003772285,0.001033231,0.00004602738,0.0001122849,0.0001091416,0.968701],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06204674,"threshold_uncertainty_score":0.9995495,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}