{"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":"849de4ef02a7","filters":{"venue":"Revista Eletrônica de Direito Processual"}},"results":[{"id":"W3203635375","doi":"10.12957/redp.2021.62257","title":"CLASS ACTIONS IN QUEBEC: HIGHLIGHTS OF A UNIQUE PROCEDURE","year":2021,"lang":"pt","type":"article","venue":"Revista Eletrônica de Direito Processual","topic":"Law, Economics, and Judicial Systems","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Class action; Res judicata; Class (philosophy); Appeal; Legislature; Action (physics); Political science; Economic Justice; Law and economics; Authorization; Law; Business; Sociology; Computer security; Computer science","authors":[{"name":"Catherine Piché","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02619158413045474,"gpt":0.2544100424982826,"spread":0.2282184583678278,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002548452,0.0002851151,0.0002730906,0.001373884,0.01048076,0.006437672,0.001779719,0.002834579,0.01070013],"category_scores_gemma":[0.005706662,0.0002877201,0.0005235573,0.001838882,0.006553571,0.001262528,0.001978935,0.003127752,0.0005707429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08167441,"about_ca_system_score_gemma":0.09448957,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.985023,"about_ca_topic_score_gemma":0.9926224,"domain_scores_codex":[0.9960675,0.0006638325,0.00013504,0.0006516525,0.001270729,0.001211176],"domain_scores_gemma":[0.9965214,0.001335051,0.0002536163,0.0003950899,0.001045757,0.0004491259],"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":[0.00004348418,0.00005592507,0.008500679,0.00008720361,0.00002381796,0.0008790604,0.004355576,0.002629015,0.001094364,0.9006517,0.02772509,0.05395395],"study_design_scores_gemma":[0.00008180412,0.00009928818,0.07152393,0.0003551799,0.00009593605,0.0007105506,0.005934283,0.008346627,0.002078499,0.05447999,0.8560557,0.000238187],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1868116,0.007535516,0.03016619,0.04026527,0.0008416374,0.0006897554,0.001729927,0.000413928,0.7315462],"genre_scores_gemma":[0.839977,0.001668486,0.0118456,0.003671297,0.000142498,0.0001480735,0.0002711755,0.00006565633,0.1422103],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.985023,"threshold_uncertainty_score":0.5925921,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206449888","doi":"10.12957/redp.2022.56063","title":"ANÁLISE DA AUTOCOMPOSIÇÃO E DA AÇÃO COLETIVA COMO CAUSAS DE SUSPENSÃO E DE INTERRUPÇÃO DA PRESCRIÇÃO PARA AÇÕES INDIVIDUAIS NO DESASTRE DO RIO DOCE","year":2021,"lang":"pt","type":"article","venue":"Revista Eletrônica de Direito Processual","topic":"Brazilian Legal Issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Humanities; Philosophy; Political science","authors":[{"name":"Hermes Zaneti","is_ca":true},{"name":"Rafaella Boone Schimidt","is_ca":true},{"name":"Cristina de Freitas Caiado Machado","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05448496931999952,"gpt":0.3702357728327386,"spread":0.315750803512739,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005924424,0.0002318767,0.0003700935,0.002891209,0.003767722,0.004383783,0.001100937,0.001392311,0.008047438],"category_scores_gemma":[0.02224239,0.000229517,0.0005666067,0.002996753,0.00415583,0.001796093,0.002485097,0.00153519,0.0004845751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007276756,"about_ca_system_score_gemma":0.01511912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04814484,"about_ca_topic_score_gemma":0.1087124,"domain_scores_codex":[0.992673,0.00262402,0.0003481478,0.0005844266,0.002838458,0.0009320354],"domain_scores_gemma":[0.9732001,0.01548424,0.005494764,0.001175468,0.003606149,0.001039202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003229377,0.0003901142,0.3022219,0.002864227,0.000153083,0.003161557,0.2330433,0.0008588691,0.005114219,0.1766982,0.01533037,0.2598411],"study_design_scores_gemma":[0.00002412906,0.0004894995,0.5561143,0.00276767,0.0002508194,0.001423098,0.176165,0.001264589,0.0040441,0.01903195,0.2383123,0.0001125394],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7478365,0.01440227,0.002463529,0.02485204,0.0001874945,0.0002639322,0.0005248548,0.00005037109,0.2094191],"genre_scores_gemma":[0.978063,0.004550248,0.001205919,0.001290468,0.00008557134,0.00009854688,0.00007723239,0.00002072243,0.01460837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04814484,"threshold_uncertainty_score":0.09572923,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7131098853","doi":"10.12957/redp.2026.92156","title":"The special prison regime under Article 41bis in Italy. Between detention regime, accessory penalties and prisoner dehumanisation.","year":2025,"lang":"","type":"article","venue":"Revista Eletrônica de Direito Processual","topic":"Urban Planning and Landscape Design","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Prison; Legislation; Normative; Constitutionality; Dehumanization; Criminal law; Quality (philosophy)","authors":[{"name":"Michele Di Salvo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01530137731551429,"gpt":0.2678125405378554,"spread":0.2525111632223411,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001857312,0.0003912452,0.0002314127,0.0007065349,0.003254618,0.003372376,0.0007540039,0.004353068,0.005535367],"category_scores_gemma":[0.003185912,0.0003680145,0.0005557061,0.0005939048,0.01045634,0.001402332,0.002751593,0.003900029,0.0009782987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003111461,"about_ca_system_score_gemma":0.003952585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01905623,"about_ca_topic_score_gemma":0.03526655,"domain_scores_codex":[0.9964228,0.001058078,0.0002113514,0.0006657667,0.0009352203,0.0007067653],"domain_scores_gemma":[0.9990839,0.0002715636,0.0002415926,0.0001541849,0.0001474785,0.0001014335],"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":[0.00003015319,0.00002418336,0.001608868,0.00008130917,0.000007184585,0.0001432961,0.003627601,0.0001795978,0.0005010871,0.9454527,0.03468611,0.01365781],"study_design_scores_gemma":[0.00005107424,0.0001630392,0.0332022,0.000520649,0.00002574854,0.0007079499,0.001921282,0.0004838137,0.0006971682,0.1342416,0.8279091,0.00007641324],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03730556,0.006909326,0.00549143,0.03102363,0.001766113,0.0001756766,0.0003418589,0.0001938173,0.9167926],"genre_scores_gemma":[0.8355746,0.001325146,0.004864199,0.01413335,0.001620638,0.0005695175,0.0002096659,0.0000994744,0.1416035],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01905623,"threshold_uncertainty_score":0.03789061,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}