{"id":"W4408320536","doi":"10.1002/gsj.1520","title":"The impact of ownership on global strategy: Owner diversity and non‐financial objectives","year":2025,"lang":"en","type":"article","venue":"Global Strategy Journal","topic":"Family Business Performance and Succession","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Business; Diversity (politics); Finance; Financial system; Accounting; Political science","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":[0.001708581,0.0001998922,0.0003346124,0.0006954985,0.000364693,0.002542031,0.0003879925,0.0003830467,0.008643164],"category_scores_gemma":[0.00700175,0.00008586609,0.0003818981,0.001052536,0.0008416413,0.002097201,0.001413866,0.0005351877,0.0003493876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007008728,"about_ca_system_score_gemma":0.0004516517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002231762,"about_ca_topic_score_gemma":0.002974401,"domain_scores_codex":[0.9990038,0.0004914434,0.0000460133,0.0001154126,0.0002014255,0.000141939],"domain_scores_gemma":[0.988077,0.007183098,0.00297517,0.0003440308,0.0007394635,0.0006811329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001868425,0.0001531835,0.8374577,0.0004671769,0.0002420519,0.0004454108,0.002557973,0.002711095,0.0006317396,0.03861345,0.01723306,0.09930035],"study_design_scores_gemma":[0.00001317164,0.0002278106,0.9467201,0.000463551,0.0001787099,0.0002158627,0.005676033,0.002715503,0.0007843028,0.01340666,0.02955984,0.00003844239],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8986323,0.01200083,0.001690192,0.01040275,0.0003209571,0.00003881821,0.0008042802,0.00001896624,0.07609084],"genre_scores_gemma":[0.9913648,0.004049681,0.0003145015,0.0003674937,0.0003967989,0.00001393593,0.0002070963,0.00001392999,0.003271698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008643164,"threshold_uncertainty_score":0.02891421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01719191456571307,"score_gpt":0.2704577746775003,"score_spread":0.2532658601117873,"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."}}