{"id":"W2132469903","doi":"10.2139/ssrn.595821","title":"How Important is Corporate Governance?","year":2004,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":187,"is_retracted":false,"has_abstract":false,"ca_institutions":"Acadian Seaplants (Canada)","funders":"","keywords":"Corporate governance; Accounting; Business; Executive compensation; Accrual; Stock (firearms); Common stock; Finance","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":[],"consensus_categories":[],"category_scores_codex":[0.0006978421,0.0002557555,0.0002452323,0.00007343364,0.0002857833,0.0004484617,0.0004178271,0.00007822685,0.00004959783],"category_scores_gemma":[0.00005200569,0.0002240266,0.0001659323,0.00052768,0.00005185165,0.001973068,0.0000591236,0.001130423,0.0001846705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006298223,"about_ca_system_score_gemma":0.001058077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004149005,"about_ca_topic_score_gemma":0.001895018,"domain_scores_codex":[0.9969608,0.000004141395,0.0003226447,0.0002970926,0.0004301398,0.001985148],"domain_scores_gemma":[0.9981713,0.000005120952,0.001386477,0.0002431465,0.000174446,0.00001955441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009178584,0.0001027538,0.1036901,0.00002430618,0.00008969317,0.0001014953,0.00002261958,0.00004020923,0.0003935923,0.8844118,0.003421614,0.007610025],"study_design_scores_gemma":[0.002129839,0.00007243627,0.03701365,0.0000735096,0.00006184664,0.000245036,0.0002263597,0.00007094767,0.0001349326,0.8074279,0.1520594,0.0004840838],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9609078,0.003230335,0.006859813,0.02522836,0.0008342678,0.0002055539,0.000009921252,0.0001061322,0.002617862],"genre_scores_gemma":[0.9873177,0.003783864,0.00004228153,0.00237891,0.001988637,0.000005380659,0.000004576347,0.00004203301,0.004436633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1486378,"threshold_uncertainty_score":0.9135538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01213649154060678,"score_gpt":0.1886536935338857,"score_spread":0.1765172019932789,"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."}}