{"id":"W3122940629","doi":"","title":"In Good Faith? An Analysis of the Features and Outcomes of Duty of Fair Representation Cases","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of the Fraser Valley","funders":"","keywords":"Duty; Plaintiff; Representation (politics); Faith; Law; Political science; Outcome (game theory); Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009073283,0.0001022866,0.0003557037,0.004554157,0.00298487,0.003893959,0.0009533191,0.001152128,0.005921524],"category_scores_gemma":[0.08554255,0.0001473892,0.0003582549,0.003924238,0.004023945,0.003201159,0.005222489,0.001062039,0.0004811078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002671994,"about_ca_system_score_gemma":0.002073865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007705306,"about_ca_topic_score_gemma":0.01033374,"domain_scores_codex":[0.9912162,0.003797031,0.0004661284,0.0004609365,0.002051476,0.002008202],"domain_scores_gemma":[0.957305,0.01894638,0.01230177,0.003386246,0.004133757,0.003926849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005164375,0.0004551662,0.7903594,0.00006582465,0.00007158567,0.001273919,0.04523167,0.0006024885,0.0003938121,0.09616394,0.002585239,0.06228039],"study_design_scores_gemma":[0.00004718964,0.0002547787,0.8452231,0.000188028,0.00005747288,0.001531524,0.1010407,0.002751812,0.0005454394,0.03749536,0.01081677,0.00004773519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983484,0.0001693173,0.0003907595,0.001085413,0.00001065939,0.00003244349,0.0000783541,0.000006276693,0.01474286],"genre_scores_gemma":[0.9991509,0.00003439901,0.00004893166,0.00003155546,0.000005659694,0.00001130485,0.00003728102,0.000003022444,0.0006769266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009073283,"threshold_uncertainty_score":0.04798472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008527030918112787,"score_gpt":0.3179766872422971,"score_spread":0.3094496563241843,"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."}}