{"id":"W3092106769","doi":"10.3390/su12208386","title":"Board/Executive Gender Diversity and Firm Financial Performance in Canada: The Mediating Role of Environmental, Social, and Governance (ESG) Orientation","year":2020,"lang":"en","type":"article","venue":"Sustainability","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Bank of Canada; Université du Québec à Trois-Rivières","funders":"","keywords":"Gender diversity; Corporate governance; Diversity (politics); Timeline; Accounting; Business; Executive board; Empirical research; Sample (material); Finance; Political science; Economics; Geography; Management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001348088,0.0002269802,0.0002609942,0.001526216,0.003380071,0.001676783,0.0005796783,0.0002682779,0.00271829],"category_scores_gemma":[0.003884447,0.0001059965,0.0002199345,0.002148203,0.001313753,0.0003802088,0.001142506,0.0004428713,0.000131317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0155623,"about_ca_system_score_gemma":0.02378017,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.963073,"about_ca_topic_score_gemma":0.9869819,"domain_scores_codex":[0.9986387,0.0001210708,0.00003686371,0.0001091546,0.0004717997,0.000622336],"domain_scores_gemma":[0.9958935,0.0004824359,0.001023584,0.0001039961,0.001138054,0.001358401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005914912,0.0000326119,0.9850535,0.00001840826,0.00002505542,0.00007783181,0.003185612,0.0001083808,0.0001907866,0.0008090153,0.0008044418,0.009635175],"study_design_scores_gemma":[0.000002152479,0.00001056765,0.9935407,0.0000192481,0.000007227909,0.00001252456,0.005007197,0.0001083191,0.00005610903,0.00006891268,0.001162581,0.000004524745],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942134,0.0002051608,0.00005135171,0.0003497548,0.000007560571,0.00001140055,0.0002876802,0.000001728187,0.004871908],"genre_scores_gemma":[0.9990631,0.00007511699,0.00003436677,0.00003244184,0.000002899496,0.000002540007,0.0001059182,6.972608e-7,0.0006830035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03692704,"threshold_uncertainty_score":0.112913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02655290966552927,"score_gpt":0.2276246393068595,"score_spread":0.2010717296413303,"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."}}