{"id":"W792356633","doi":"10.2139/ssrn.1919277","title":"Board Independence, Ownership Concentration and Corporate Performance","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina; University of Manitoba","funders":"","keywords":"Independence (probability theory); Business; Accounting; Corporate governance; Finance; Mathematics; Statistics","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":[0.002275873,0.0002610091,0.0004230937,0.001262029,0.001133838,0.003270058,0.0005572105,0.00127557,0.02086882],"category_scores_gemma":[0.0129287,0.0001981464,0.0002585575,0.00177586,0.002122723,0.002019568,0.002003977,0.001877421,0.002218544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009405069,"about_ca_system_score_gemma":0.001033962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007603692,"about_ca_topic_score_gemma":0.012609,"domain_scores_codex":[0.9990521,0.000220367,0.00006200025,0.00009732219,0.0001881164,0.0003799749],"domain_scores_gemma":[0.9691117,0.008975921,0.01079003,0.0009023599,0.001231892,0.008988051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001372469,0.001293859,0.960329,0.00003277718,0.0002572948,0.0003255003,0.000749831,0.001463308,0.0009433396,0.00902099,0.003654308,0.02055736],"study_design_scores_gemma":[0.00007768285,0.0002329142,0.9905958,0.00002273425,0.00007258164,0.00009951046,0.0008352043,0.0005535763,0.0002526918,0.005659767,0.001583001,0.00001453284],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806208,0.0005721631,0.0002680122,0.0008474736,0.00002446278,0.00001027281,0.0001484662,0.00001254232,0.01749588],"genre_scores_gemma":[0.9950295,0.0001269164,0.00003216725,0.00006909115,0.00005362459,0.000004818643,0.0001499245,0.000005373642,0.004528633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02086882,"threshold_uncertainty_score":0.06981319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02658945024504009,"score_gpt":0.1909979815380235,"score_spread":0.1644085312929834,"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."}}