{"id":"W2605085003","doi":"10.3138/cjwl.29.1.182","title":"“Bringing Canadian Women on Board”: A Behavioural Economics Perspective on Whether Public Reporting of Gender Diversity Will Alter the Male-Dominated Composition of Canadian Public Company Boards and Senior Management","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Women and the Law/Revue Femmes et Droit","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diversity (politics); Corporate governance; Accounting; Context (archaeology); Public disclosure; Issuer; Gender diversity; Senior management; Corporate law; Dismissal; Public relations; Business; Political science; Law; Finance","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004045162,0.0001427773,0.0004004864,0.0005068025,0.002667896,0.0003634635,0.0005661097,0.00008350199,0.0001170746],"category_scores_gemma":[0.0001777711,0.0001197261,0.0001061068,0.0001239669,0.0009225938,0.0004615726,0.00008590693,0.0003027838,9.180223e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002704382,"about_ca_system_score_gemma":0.001030683,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9125587,"about_ca_topic_score_gemma":0.9799501,"domain_scores_codex":[0.9981887,0.0003065777,0.0004563178,0.0001913563,0.000172687,0.0006844125],"domain_scores_gemma":[0.9970848,0.00007716651,0.001078222,0.0002923759,0.000272355,0.001195063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000102935,0.00002916356,0.1266339,0.00003928937,0.0004592477,0.000156053,0.2457154,0.00003187183,0.000002182721,0.6258827,0.0002611256,0.0006861866],"study_design_scores_gemma":[0.003818077,0.0002961406,0.4763375,0.000198867,0.0001888532,0.0001354319,0.4744592,0.0001599885,0.00002076475,0.03458398,0.009222507,0.0005786847],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.931855,0.00004039058,0.000002012091,0.02667188,0.000205236,0.0002409313,0.00009171842,0.000002360688,0.0408905],"genre_scores_gemma":[0.9984971,0.0000600101,0.00001734779,0.000950126,0.00005878741,0.000002787042,0.00000229666,0.000008970233,0.0004026311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5912987,"threshold_uncertainty_score":0.9986305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1084430361475287,"score_gpt":0.2757828030138091,"score_spread":0.1673397668662804,"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."}}