{"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,"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","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"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"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02619158413045474,"score_gpt":0.2544100424982826,"score_spread":0.2282184583678278,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}