{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003990848,0.0002360175,0.0002466688,0.00007685294,0.001881687,0.0005234054,0.0003846655,0.0001193839,0.00003084925],"category_scores_gemma":[0.00006609697,0.0001171555,0.0001665712,0.0007383293,0.0001823946,0.001090721,0.0003800984,0.000267251,0.0000135719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001792571,"about_ca_system_score_gemma":0.0002318338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001877123,"about_ca_topic_score_gemma":0.0002274857,"domain_scores_codex":[0.9987453,0.00002062068,0.0003050977,0.0002052211,0.0003236702,0.0004001456],"domain_scores_gemma":[0.9992374,0.00002293615,0.0002810024,0.000148385,0.0002795409,0.00003075368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008253092,0.0001127812,0.9131719,0.0000496091,0.00009204976,0.0000278336,0.00001641042,0.001692753,0.00003191958,0.01006159,0.006173985,0.06774388],"study_design_scores_gemma":[0.0008693252,0.00008166265,0.9755726,0.0001210741,0.00004537688,0.00001037699,0.0003909959,0.0008078786,0.000006236715,0.02166884,0.0002786441,0.000146975],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.958005,0.0002685943,0.00008620288,0.0002513012,0.0004426749,0.0001132669,0.00001160691,0.00002067702,0.04080068],"genre_scores_gemma":[0.9990984,0.0001378885,0.000004740709,0.0002181719,0.0004486205,0.000001271248,0.000003149895,0.000003875506,0.00008393409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06759691,"threshold_uncertainty_score":0.9994177,"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."}}