{"id":"W7128214363","doi":"10.3138/ccar.v7i2.195","title":"After the Windfall: Representation of Class Members in Individual Issues Adjudication","year":2011,"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":"Adjudication; Settlement (finance); Class (philosophy); Representation (politics); Class action; Incentive","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":[0.08100825,0.0004074968,0.0007351713,0.003396989,0.01698128,0.01246552,0.004977322,0.008301155,0.004774776],"category_scores_gemma":[0.1133705,0.0005994787,0.0007745395,0.003303641,0.01131727,0.006586193,0.005731842,0.01120512,0.001383463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02162726,"about_ca_system_score_gemma":0.07442924,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.398432,"about_ca_topic_score_gemma":0.5616364,"domain_scores_codex":[0.9036713,0.03099388,0.004247824,0.005993125,0.04012827,0.01496563],"domain_scores_gemma":[0.9301262,0.02966972,0.003535138,0.006028131,0.02776773,0.002873061],"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":[0.0001314907,0.00008184245,0.006475297,0.0004854104,0.00005164477,0.001182723,0.02660672,0.0005417534,0.001855987,0.5036397,0.1428948,0.3160526],"study_design_scores_gemma":[0.0001270016,0.0001867972,0.0169221,0.002018539,0.0001149232,0.0007135503,0.01559039,0.001330359,0.002733158,0.05657369,0.9035468,0.0001426723],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.09498216,0.03113433,0.06466366,0.3912513,0.007013272,0.002024163,0.0003528148,0.000335276,0.4082431],"genre_scores_gemma":[0.7412397,0.008968084,0.02934668,0.08915523,0.00208014,0.0006922121,0.0002483731,0.0001649213,0.1281046],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.601568,"threshold_uncertainty_score":0.7922257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09364897409981149,"score_gpt":0.3069643843787344,"score_spread":0.2133154102789229,"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."}}