{"id":"W2560723864","doi":"10.22495/cbv5i2art3","title":"Board diversity in the perspective of financial distress: Empirical evidence from the Netherlands","year":2009,"lang":"en","type":"article","venue":"Corporate Board role duties and composition","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Positive Living North; University of Northern British Columbia","funders":"","keywords":"Diversity (politics); Gender diversity; Empirical evidence; Financial distress; Perspective (graphical); Nationality; Distress; Empirical research; Psychology; Accounting; Social psychology; Business; Corporate governance; Clinical psychology; Finance; Political science; Financial system; Law; Immigration","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00203338,0.0002118296,0.0005213594,0.001716026,0.0007902856,0.002310693,0.0004871903,0.0005716711,0.004108815],"category_scores_gemma":[0.01222818,0.0003259382,0.0002254647,0.00424578,0.001330238,0.001354539,0.001341938,0.0006370822,0.0002379373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002328314,"about_ca_system_score_gemma":0.001514882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1092047,"about_ca_topic_score_gemma":0.1369066,"domain_scores_codex":[0.9982274,0.00080597,0.0001490485,0.0001853243,0.0003698716,0.000262311],"domain_scores_gemma":[0.9900355,0.005747266,0.002927756,0.0002317814,0.0006006082,0.0004571599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006435372,0.0004858507,0.867507,0.001040858,0.000286115,0.00430341,0.06057255,0.001428843,0.000528019,0.006089362,0.004112548,0.05300194],"study_design_scores_gemma":[0.00005087024,0.0001109142,0.9200745,0.0006362526,0.0001285646,0.001106992,0.06178177,0.0007521085,0.000251611,0.001345117,0.01372043,0.00004077132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991253,0.003226893,0.0001228276,0.0003485855,0.0000111564,0.00001369621,0.0003419225,5.751946e-7,0.004681366],"genre_scores_gemma":[0.9968438,0.002158041,0.00006841236,0.00007776378,0.00001209041,0.000009360421,0.0002622727,0.00000288055,0.0005653115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1092047,"threshold_uncertainty_score":0.2171381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04428439184461973,"score_gpt":0.2367542010915302,"score_spread":0.1924698092469105,"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."}}