{"id":"W2785381600","doi":"10.1515/til-2018-0009","title":"Class Action Value","year":2018,"lang":"en","type":"article","venue":"Theoretical Inquiries in Law","topic":"Legal principles and applications","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Class action; Class (philosophy); Proposition; Compensation (psychology); Action (physics); Value (mathematics); Mechanism (biology); Sociology; Law; Law and economics; Political science; Psychology; Social psychology; Epistemology; Computer science; State (computer science)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005329248,0.0000555244,0.00007738182,0.00001870752,0.0003872103,0.00006410408,0.000207794,0.00009113509,0.001098036],"category_scores_gemma":[0.0001533715,0.00004967559,0.00002676619,0.0002069547,0.08024656,0.0001378542,0.00006219574,0.0001176079,0.0003338484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000698201,"about_ca_system_score_gemma":0.00004323053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001378956,"about_ca_topic_score_gemma":0.0002609631,"domain_scores_codex":[0.9991726,0.0001360694,0.0001276848,0.0001432734,0.0001769154,0.000243431],"domain_scores_gemma":[0.9995227,0.0001571082,0.00002196897,0.0001693535,0.00005147691,0.00007734448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001098689,0.00002700675,0.00005621217,0.00000143778,0.000001680709,4.007621e-7,0.002989477,9.278893e-7,0.00008611404,0.9957721,0.0003205573,0.0007330956],"study_design_scores_gemma":[0.00006292995,0.0000240606,0.00002970502,0.000005568488,0.000002905775,2.421027e-7,0.00109713,0.00009787748,0.000816835,0.7282829,0.2695185,0.00006138809],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07196297,0.00001244478,0.03569143,0.01089596,0.0004274556,0.0001901661,0.000003839541,0.0001197328,0.880696],"genre_scores_gemma":[0.9973993,0.00001292282,0.0003505394,0.001054204,0.0007533375,0.00001704218,0.000001404053,0.00000642441,0.0004048242],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9254363,"threshold_uncertainty_score":0.9998151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05043036617497085,"score_gpt":0.4048915222369855,"score_spread":0.3544611560620147,"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."}}