{"id":"W2903411889","doi":"10.1016/j.jfbs.2018.10.002","title":"Women leaders and firm performance in family businesses: An examination of financial and nonfinancial outcomes","year":2018,"lang":"en","type":"article","venue":"Journal of Family Business Strategy","topic":"Family Business Performance and Succession","field":"Business, Management and Accounting","cited_by":156,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Competence (human resources); Popularity; Business; Discretion; Gender diversity; Accounting; Panel data; Family business; Diversity (politics); Public relations; Marketing; Economics; Finance; Management; Political science; Corporate governance","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":[0.002148816,0.00018675,0.0002598595,0.001196227,0.001240268,0.001418883,0.0004019732,0.0006553206,0.004038444],"category_scores_gemma":[0.007982956,0.0001244809,0.0002884722,0.001047462,0.0007837651,0.001112458,0.001109794,0.0008664317,0.0004409004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008774565,"about_ca_system_score_gemma":0.001629102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0089129,"about_ca_topic_score_gemma":0.02018867,"domain_scores_codex":[0.9989347,0.0004005077,0.00005220719,0.00005927755,0.0001831858,0.0003702459],"domain_scores_gemma":[0.9926549,0.001955681,0.002432761,0.0001504529,0.000699861,0.002106385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001495395,0.0003266018,0.9928,0.000006777932,0.00002225287,0.0000999484,0.001478037,0.00002754997,0.00008814797,0.0001352782,0.0001607188,0.004705179],"study_design_scores_gemma":[0.000007521943,0.0003453209,0.9891074,0.00001602314,0.00001687121,0.00007260838,0.009651043,0.00007696023,0.0001158026,0.0001235555,0.0004608762,0.000006046057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984938,0.0000959687,0.00001262928,0.0001309852,0.000005116815,0.000003465944,0.00003836309,6.712505e-7,0.001219162],"genre_scores_gemma":[0.9994271,0.00005156048,0.00001169746,0.00002359895,0.000006648339,0.000003603501,0.00003762046,5.653853e-7,0.0004376236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0089129,"threshold_uncertainty_score":0.01772201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03884776328545716,"score_gpt":0.2565836785782254,"score_spread":0.2177359152927683,"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."}}