{"id":"W7128214659","doi":"10.3138/ccar.v12i2.157","title":"Deterring Compensation: Class Action Litigation and Damage Awards Against Corporate Defendants","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":"Class action; Fiduciary; Plaintiff; Deterrence theory; Duty; Deterrence (psychology); Action (physics); Damages","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0003897291,0.0002397409,0.0003096095,0.0002778544,0.001618451,0.001019366,0.000242873,0.0001083,0.0003312032],"category_scores_gemma":[0.0002180135,0.0002563965,0.0001098847,0.0002272676,0.0001247272,0.002385148,0.00006542423,0.0002411559,0.000364235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003552872,"about_ca_system_score_gemma":0.0001630989,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01214326,"about_ca_topic_score_gemma":0.1609973,"domain_scores_codex":[0.9985989,0.00003255808,0.0003793652,0.0003853194,0.0002384439,0.0003654493],"domain_scores_gemma":[0.9982387,0.0000185905,0.0008217664,0.0005333934,0.0002431049,0.0001443741],"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":[0.00003030833,0.000105877,0.04631837,0.008056839,0.0002177506,0.00008533493,0.00003393173,0.0001275913,0.002602909,0.1189308,0.1108593,0.7126309],"study_design_scores_gemma":[0.0002824658,0.000004005311,0.1048623,0.0009789474,0.0001041107,0.000009947827,0.00006791049,0.004461283,0.00001913785,0.0001793526,0.8887444,0.000286188],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5536969,0.005750575,0.001054864,0.05250206,0.006944825,0.002736855,0.0001396132,0.0006043431,0.37657],"genre_scores_gemma":[0.9828842,0.008020426,0.00003882559,0.007238183,0.0007906032,0.00006254164,0.0001913906,0.0000377389,0.0007360805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7778851,"threshold_uncertainty_score":0.9999889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1283942777516027,"score_gpt":0.3057690406135191,"score_spread":0.1773747628619164,"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."}}