{"id":"W2263549130","doi":"","title":"Facets of Fairness: Kidd v. Canada Life Assurance Company and the Approval of Class Action Settlements","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Dispute Resolution and Class Actions","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Settlement (finance); Class action; Appeal; Context (archaeology); Law; Pension; Political science; Human settlement; Sociology; Law and economics; Business; Finance; History; Archaeology","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":[],"consensus_categories":[],"category_scores_codex":[0.0009813636,0.00009999223,0.0001988549,0.00007224546,0.0001357836,0.0000543401,0.0001726843,0.00003165259,0.00001561634],"category_scores_gemma":[0.0001276802,0.00007122337,0.00005432,0.0002113392,0.00009176442,0.000382009,0.00004651591,0.0004349428,0.000003058301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002613563,"about_ca_system_score_gemma":0.001898874,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06170183,"about_ca_topic_score_gemma":0.307224,"domain_scores_codex":[0.9986337,0.00003161812,0.0002949825,0.00009765061,0.0003877027,0.000554276],"domain_scores_gemma":[0.9991803,0.00002992803,0.0004277831,0.0001042815,0.0002325006,0.00002524418],"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":[0.000562553,0.0001838095,0.01412825,0.0001462568,0.0005867228,0.000001105371,0.00009479107,0.001081444,0.0003282613,0.9475378,0.01839714,0.01695186],"study_design_scores_gemma":[0.02032832,0.0001441878,0.0439671,0.0001932514,0.0006479297,0.0001778008,0.04563323,0.02782087,0.0002022715,0.1069181,0.7531505,0.0008164808],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9473484,0.002828689,0.00791924,0.01306481,0.00126717,0.0004509302,0.00001272067,0.00003500322,0.02707306],"genre_scores_gemma":[0.9988719,0.0002718463,0.000008143214,0.0002611972,0.0002509492,0.000003806892,0.000004679731,0.000009173931,0.0003183318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8406197,"threshold_uncertainty_score":0.9445464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01954107497060464,"score_gpt":0.2298481794428143,"score_spread":0.2103071044722097,"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."}}