{"id":"W7128194070","doi":"10.3138/ccar.v12i2.261","title":"Class Action Case Study: From Certification to Trial in <i>Jer V Samji</i>","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; Adjudication; Class (philosophy); Settlement (finance); Action (physics); Certification","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":[0.01266917,0.0004135977,0.0004119429,0.003222463,0.02205166,0.006655016,0.00340114,0.007216194,0.005290588],"category_scores_gemma":[0.02885179,0.0003982248,0.0005215163,0.004241662,0.004921298,0.001712341,0.002880862,0.00650643,0.0006044221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04692489,"about_ca_system_score_gemma":0.09105545,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8528855,"about_ca_topic_score_gemma":0.9416606,"domain_scores_codex":[0.9841735,0.003534044,0.0006623942,0.00097438,0.006727878,0.00392774],"domain_scores_gemma":[0.972639,0.01349194,0.001679333,0.0007568211,0.008826252,0.002606507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004468873,0.001827034,0.0429136,0.001846621,0.000125809,0.03344383,0.1087546,0.003580556,0.002580107,0.2633752,0.2955561,0.2455496],"study_design_scores_gemma":[0.0002047508,0.000466502,0.05687935,0.00170472,0.0002166501,0.005627925,0.07671897,0.00182623,0.003340709,0.008279585,0.8444651,0.0002695066],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3736783,0.01965934,0.006758943,0.05185425,0.001441599,0.001949475,0.000937485,0.0001812477,0.5435394],"genre_scores_gemma":[0.9343075,0.006079866,0.003240737,0.01055982,0.0001844237,0.0003281919,0.0004283898,0.0000440621,0.04482707],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1471145,"threshold_uncertainty_score":0.3404655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1663374176229821,"score_gpt":0.3629355441518282,"score_spread":0.1965981265288461,"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."}}