{"id":"W4214651124","doi":"10.1111/capa.12453","title":"Varieties of employment equity architectures in Canada: An interprovincial comparison","year":2022,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Architecture; Equity (law); Bureaucracy; Corporate governance; Political science; Public administration; Business; Public economics; Economics; Geography; Finance; Law","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":[0.002373404,0.0001890322,0.0003120578,0.005363779,0.00793362,0.004276637,0.001047524,0.0003419248,0.003440662],"category_scores_gemma":[0.006755508,0.0002488434,0.000324233,0.008417812,0.003117642,0.0006195658,0.003229812,0.0005934063,0.0001404738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09327136,"about_ca_system_score_gemma":0.08983903,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9906536,"about_ca_topic_score_gemma":0.9970344,"domain_scores_codex":[0.994994,0.0003941015,0.0001252401,0.0002466185,0.002006037,0.002233967],"domain_scores_gemma":[0.9939156,0.0005876843,0.0004971753,0.000310915,0.003676826,0.00101185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004095072,0.00007026282,0.6061242,0.0002107403,0.0001529666,0.0005339524,0.03951878,0.00469097,0.002697024,0.2042837,0.006356101,0.1349517],"study_design_scores_gemma":[0.0000173024,0.00003357323,0.9355767,0.0001238927,0.00005550217,0.00007696576,0.03608553,0.001583628,0.0004110385,0.002676624,0.02331618,0.00004302968],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.915593,0.0007480113,0.0007466543,0.001072184,0.00001259604,0.00009875128,0.0008031115,0.00003393287,0.08089184],"genre_scores_gemma":[0.9974598,0.0001918824,0.0003040715,0.00004786676,0.000001320461,0.00001025662,0.0001448657,0.00000643318,0.001833443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09327136,"threshold_uncertainty_score":0.6767342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0385240350003072,"score_gpt":0.3212297521332469,"score_spread":0.2827057171329397,"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."}}