{"id":"W13120181","doi":"10.4337/9781848445192","title":"Women on corporate boards of directors : international research and practice","year":2008,"lang":"en","type":"book","venue":"Edward Elgar eBooks","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Glass ceiling; Corporate governance; Management; Political science; Law; Economics","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":[0.01875641,0.0005582604,0.0006854038,0.005033567,0.008355194,0.01659778,0.001617528,0.003523705,0.02661068],"category_scores_gemma":[0.02374439,0.0004759528,0.0003193698,0.01303791,0.01505385,0.01073128,0.006775101,0.00367119,0.002210943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01272981,"about_ca_system_score_gemma":0.01984819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01218282,"about_ca_topic_score_gemma":0.01661197,"domain_scores_codex":[0.9903336,0.004924271,0.0004474124,0.001178037,0.001733852,0.001382797],"domain_scores_gemma":[0.972549,0.01691186,0.002119031,0.0009507915,0.002783791,0.00468564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00008358699,0.0002265238,0.01019182,0.002560902,0.00002063748,0.0002530213,0.1802835,0.0001134524,0.0002881137,0.1379208,0.1737533,0.4943042],"study_design_scores_gemma":[0.00000962961,0.00004706339,0.009712474,0.006653124,0.000007770367,0.0001678058,0.1264123,0.00002478175,0.0001191076,0.007307704,0.849519,0.00001917496],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02577555,0.6101726,0.0007860916,0.1438072,0.004856422,0.00009472119,0.0001772013,0.00004908614,0.2142811],"genre_scores_gemma":[0.3136844,0.5909342,0.001309086,0.02174726,0.004645721,0.0002170999,0.0002135886,0.0001359609,0.06711259],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02661068,"threshold_uncertainty_score":0.09919459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3307427606633165,"score_gpt":0.3830618972101112,"score_spread":0.05231913654679476,"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."}}