{"id":"W7128230674","doi":"10.3138/ccar.v10i1-2.33","title":"Facets of Fairness: <i>Kidd v Canada Life Assurance Company</i> and the Approval of Class Action Settlements","year":2015,"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; Settlement (finance); Context (archaeology); Appeal; Human settlement; Pension","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":[0.0005496649,0.0001843131,0.0004664603,0.0001315659,0.0001650878,0.00006441232,0.000212109,0.00005850895,0.0001526663],"category_scores_gemma":[0.0003288065,0.0001477514,0.00009583936,0.0005653641,0.0001509809,0.0004878027,0.00004051562,0.0001698514,0.00002286716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000296683,"about_ca_system_score_gemma":0.001192906,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7557911,"about_ca_topic_score_gemma":0.9513271,"domain_scores_codex":[0.9985135,0.00006292835,0.0005176694,0.0002260879,0.0004071686,0.0002727025],"domain_scores_gemma":[0.9985647,0.00005542185,0.0005606169,0.0003009513,0.0003789253,0.0001393836],"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":[0.00008771999,0.00008308289,0.004543871,0.007549152,0.0002813663,0.000004391225,0.00003426772,0.0003153234,0.0001377908,0.06743063,0.8796401,0.03989227],"study_design_scores_gemma":[0.000825241,0.000004076507,0.003845918,0.0004823372,0.0001533753,0.000004780007,0.000425892,0.001251566,0.00001312131,0.00005626564,0.992785,0.0001524746],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1395672,0.110384,0.002049579,0.2475388,0.01367629,0.009780844,0.0008798338,0.0003392686,0.4757842],"genre_scores_gemma":[0.9872718,0.004160232,0.00001634425,0.007837151,0.0002242341,0.00005830773,0.00006716908,0.00002025084,0.0003444635],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8477046,"threshold_uncertainty_score":0.602513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05841837828360216,"score_gpt":0.2645327690796652,"score_spread":0.2061143907960631,"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."}}