{"id":"W1770184156","doi":"10.7202/039530ar","title":"In Good Faith? An Analysis of the Features and Outcomes of Duty of Fair Representation Cases","year":2010,"lang":"en","type":"article","venue":"Relations industrielles","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; Affect (linguistics); Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.009401858,0.0001577315,0.0003522975,0.003875038,0.006295322,0.004019715,0.001185699,0.001181551,0.003418884],"category_scores_gemma":[0.06041704,0.0002370806,0.0002693746,0.005163054,0.00523446,0.001981787,0.003834982,0.002011405,0.0002934313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0121879,"about_ca_system_score_gemma":0.006444074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1930792,"about_ca_topic_score_gemma":0.2691984,"domain_scores_codex":[0.9878884,0.003170371,0.00040603,0.0004814521,0.005142787,0.002910878],"domain_scores_gemma":[0.9717819,0.01426372,0.006826452,0.001434288,0.00397969,0.001714023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004017389,0.0004359275,0.6631731,0.0001359486,0.00004674725,0.003436174,0.1195608,0.001312132,0.0008341579,0.104043,0.00883341,0.09778675],"study_design_scores_gemma":[0.00003175041,0.0001159261,0.8551154,0.0002270637,0.00003311797,0.001151118,0.1090535,0.001598994,0.0007150685,0.01487298,0.01702691,0.00005816549],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9559246,0.0001725576,0.0004703713,0.001710647,0.00001494267,0.000102958,0.0001612177,0.000009299913,0.04143348],"genre_scores_gemma":[0.9972452,0.00008786584,0.0001318947,0.0001104127,0.000008032166,0.00003540566,0.00008438089,0.0000068149,0.002290054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1930792,"threshold_uncertainty_score":0.3839107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02361943309795277,"score_gpt":0.3270213118932326,"score_spread":0.3034018787952799,"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."}}