{"id":"W277858055","doi":"10.2139/ssrn.2607785","title":"Board Reforms and Firm Value: Worldwide Evidence","year":2014,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Value (mathematics); Business; Enterprise value; Accounting; Economics; Statistics; Mathematics","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":[0.003130398,0.0003018809,0.0005227487,0.003817956,0.0007061434,0.003922093,0.0009561395,0.001983808,0.013073],"category_scores_gemma":[0.03064309,0.0002730515,0.0004214533,0.007347433,0.002476063,0.002825012,0.001683154,0.002103656,0.001453132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001264584,"about_ca_system_score_gemma":0.0007869397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01249671,"about_ca_topic_score_gemma":0.01719651,"domain_scores_codex":[0.9976629,0.0006208228,0.0001725932,0.0003873613,0.0006261845,0.000530164],"domain_scores_gemma":[0.897495,0.04374686,0.04607366,0.003031106,0.005762743,0.00389056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001088617,0.0005042512,0.898875,0.0004647462,0.0006930238,0.0004122657,0.001045244,0.0005651322,0.0002949718,0.01331409,0.01182673,0.07091583],"study_design_scores_gemma":[0.0001510746,0.0002683329,0.9682674,0.0006108104,0.0007323192,0.0002736349,0.002821894,0.0003052723,0.0005161903,0.004640017,0.02138167,0.00003130173],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8951825,0.04777417,0.0004674456,0.01084569,0.0002052061,0.00002207352,0.001866408,0.00002063612,0.04361587],"genre_scores_gemma":[0.9894404,0.00719175,0.00005475276,0.0006284154,0.0002268478,0.000004525374,0.0007976055,0.000008029785,0.001647768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.013073,"threshold_uncertainty_score":0.04373354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01071645111604463,"score_gpt":0.2129088607491805,"score_spread":0.2021924096331359,"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."}}