{"id":"W7128227546","doi":"10.3138/ccar.v12i2.197","title":"Class Actions, Punitive Damages, and Decreasing Consumption of Tobacco Products","year":2017,"lang":"en","type":"article","venue":"Canadian Class Action Review","topic":"Dispute Resolution and Class Actions","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Punitive damages; Class action; Context (archaeology); Consumption (sociology); Damages; Misconduct; Enforcement; Tobacco industry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000322757,0.0001764853,0.0002963951,0.0002800182,0.000930708,0.0003797581,0.0002034212,0.0000771961,0.0004369544],"category_scores_gemma":[0.0006405374,0.000181268,0.00007529658,0.0002033957,0.0001853972,0.001627064,0.00005692213,0.0001804674,0.000187996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001791907,"about_ca_system_score_gemma":0.0001788167,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02722486,"about_ca_topic_score_gemma":0.08977073,"domain_scores_codex":[0.9989238,0.00002627451,0.0003069927,0.0003004344,0.000168313,0.0002741827],"domain_scores_gemma":[0.9984881,0.0000256951,0.0005306259,0.0005238077,0.000341536,0.00009019995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003098082,0.0001433209,0.04769044,0.008965448,0.000214334,0.00002520278,0.00001900675,0.000004489731,0.001661418,0.3557173,0.1188507,0.4666773],"study_design_scores_gemma":[0.0001853839,0.000003244142,0.09508573,0.001186304,0.0001541779,0.00001477546,0.00006198405,0.00008614977,0.00003010333,0.00005986863,0.9029569,0.0001753793],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3164585,0.04044393,0.0002377108,0.09293811,0.004351247,0.003595201,0.0001529224,0.0003473892,0.541475],"genre_scores_gemma":[0.9597103,0.034858,0.00009791335,0.003703327,0.0005359829,0.0000579892,0.00009810452,0.00003290124,0.0009054541],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7841062,"threshold_uncertainty_score":0.9792529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.111347510752362,"score_gpt":0.3199324457707194,"score_spread":0.2085849350183574,"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."}}