{"id":"W33199463","doi":"10.7202/029205ar","title":"Duty of Fair Representation Recent Attitude in British Columbia and Ontario","year":2005,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Discrimination and Equality Law","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Duty; Jurisdiction; Representation (politics); Law; Political science; Law and economics; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003466985,0.00002905714,0.00007971755,0.00003826398,0.0002037466,0.0001034139,0.00005752695,0.0001250545,0.001301422],"category_scores_gemma":[0.0002092528,0.00005061519,0.00001663384,0.0002793358,0.0001514688,0.0002612216,0.00001883466,0.0001329511,0.000009253107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001708058,"about_ca_system_score_gemma":0.0002279863,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5976222,"about_ca_topic_score_gemma":0.9907686,"domain_scores_codex":[0.9992617,0.0001065517,0.00022661,0.0001184725,0.0001825805,0.0001040733],"domain_scores_gemma":[0.9996544,0.00008521564,0.00007038986,0.00007184451,0.00007042727,0.00004770249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002082897,0.0001126848,0.8265147,8.555575e-7,0.000007554297,0.000001040856,0.02015567,0.00009244736,0.000004344964,0.01303788,0.005944726,0.1341261],"study_design_scores_gemma":[0.0002974519,0.00000956086,0.7273715,0.00003258744,0.000008623185,5.77798e-7,0.006125397,0.00002524695,0.00001276216,0.001849422,0.2641916,0.00007531252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8944302,0.00003985615,0.00002987618,0.002701197,0.00004822094,0.0001530983,0.000004613757,0.00001728325,0.1025756],"genre_scores_gemma":[0.9791616,0.0001702921,0.0002947862,0.0000375368,0.00003516271,0.00000681606,0.00001167304,0.000002874935,0.02027927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3931464,"threshold_uncertainty_score":0.9996115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06169111168121743,"score_gpt":0.3244805048235916,"score_spread":0.2627893931423742,"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."}}