{"id":"W4415088280","doi":"10.33795/jraam.v8i1.001","title":"Managerial Ownership and Firm Performance under South Africa's Black Economic Empowerment Policy","year":2025,"lang":"en","type":"article","venue":"Jurnal Riset dan Aplikasi Akuntansi dan Manajemen","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity Western University; Western University","funders":"","keywords":"Corporate governance; Control (management); Empowerment; Panel data; Context (archaeology)","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":[0.001178394,0.000163131,0.0001357879,0.0004335955,0.0007857756,0.001164253,0.000194488,0.000292349,0.003576533],"category_scores_gemma":[0.003433544,0.00008451653,0.0001203904,0.0004414824,0.0008943455,0.001065384,0.001454785,0.0004768753,0.0001635492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001260085,"about_ca_system_score_gemma":0.001287493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009453523,"about_ca_topic_score_gemma":0.0186853,"domain_scores_codex":[0.9993784,0.0002017139,0.00001917282,0.00004632195,0.00007302081,0.0002813331],"domain_scores_gemma":[0.9976665,0.0004676922,0.001329029,0.00008201321,0.0001295142,0.0003252619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002917805,0.0002750577,0.9400247,0.00009016863,0.00005856629,0.0006817228,0.009798424,0.001454807,0.002374064,0.008419137,0.0009292696,0.03560227],"study_design_scores_gemma":[0.00001434608,0.000146788,0.9781557,0.00009983891,0.00002178364,0.00009376628,0.01467606,0.0008388347,0.0006669732,0.001258112,0.004018021,0.000009702727],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970607,0.0001083142,0.00008426879,0.0005205897,0.000003308116,0.000007878756,0.00003545641,9.154936e-7,0.002178557],"genre_scores_gemma":[0.9994293,0.00005683372,0.00002760874,0.00002884709,0.000002590495,0.000003675167,0.00001171521,3.212321e-7,0.0004390159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009453523,"threshold_uncertainty_score":0.01879704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01546542390848852,"score_gpt":0.2387317223636844,"score_spread":0.2232662984551959,"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."}}