{"id":"W3082569317","doi":"","title":"Girls, Who Run The World? Not Yet: An Analysis of the Underrepresentation of Women on Boards in Canada and the Underlying Theory of the Regulation Thereof","year":2020,"lang":"en","type":"dissertation","venue":"eYLS (Yale Law School)","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","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":[0.003034632,0.0003043445,0.0004616098,0.003239421,0.02130183,0.006426392,0.001920634,0.001469123,0.004983442],"category_scores_gemma":[0.007955757,0.0002617188,0.0003412246,0.00574493,0.009404319,0.001786308,0.003015989,0.002649222,0.0002553434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.110317,"about_ca_system_score_gemma":0.1206589,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.992741,"about_ca_topic_score_gemma":0.9958552,"domain_scores_codex":[0.9913512,0.0009643328,0.00008959075,0.0005680493,0.003454525,0.003572327],"domain_scores_gemma":[0.9953744,0.001162919,0.0006035416,0.0000979761,0.001711551,0.001049681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009164486,0.00006987857,0.1601185,0.0002146686,0.00003564041,0.001509401,0.3282136,0.0008095888,0.0007631127,0.397788,0.03917823,0.0712079],"study_design_scores_gemma":[0.00002103351,0.00004729408,0.3124672,0.0006960985,0.00006349759,0.0002954455,0.4383736,0.001008907,0.0006790655,0.01189986,0.2343501,0.00009798973],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6898591,0.003939585,0.001507763,0.05024911,0.0002221864,0.0001657479,0.0008558477,0.00001783734,0.2531828],"genre_scores_gemma":[0.9691751,0.002259949,0.0003326259,0.00372422,0.00003804381,0.00004511468,0.0001752825,0.00001592054,0.02423373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.110317,"threshold_uncertainty_score":0.8004096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05706901750874898,"score_gpt":0.3007975849709993,"score_spread":0.2437285674622503,"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."}}