{"id":"W3156410875","doi":"10.5267/j.ac.2021.4.015","title":"Major shareholders and the effectiveness of the management’s advising and monitoring functions: Empirical study","year":2021,"lang":"en","type":"article","venue":"Accounting","topic":"Islamic Finance and Banking Studies","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shareholder; Accounting; Business; Audit; Empirical research; Finance; Corporate governance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001130739,0.0001376139,0.0002133854,0.00006279014,0.0007106719,0.0002807145,0.000141447,0.00002359122,0.000004385792],"category_scores_gemma":[0.0001823559,0.00008361536,0.0000543133,0.000492215,0.0001460254,0.0004769753,0.0007140845,0.0001344232,0.000003393428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001256417,"about_ca_system_score_gemma":0.000006725303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001411286,"about_ca_topic_score_gemma":0.00002409052,"domain_scores_codex":[0.9990724,0.00005395834,0.0002031458,0.0002692858,0.0002140114,0.0001871601],"domain_scores_gemma":[0.9992356,0.0002740759,0.0001447348,0.0002247734,0.0001194277,0.000001409606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005513094,0.00005277994,0.9874053,0.000505071,0.00016604,0.000009305674,0.0002777184,0.00001192316,0.00009793914,0.003199386,0.00008613832,0.008133291],"study_design_scores_gemma":[0.001509475,0.000003508152,0.9898031,0.0004342184,0.0002562532,0.000003681246,0.004797857,0.00008678352,0.00006390829,0.002315947,0.0006106918,0.0001145417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949186,0.0007288957,0.00003026866,0.0003831368,0.0005041058,0.0003855184,4.620818e-7,0.00003064663,0.003018306],"genre_scores_gemma":[0.9992715,0.00002695093,0.00003101988,0.0001939552,0.0003041085,0.00003733663,9.068748e-7,0.00001476543,0.0001194506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008018749,"threshold_uncertainty_score":0.5465986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01572707323100479,"score_gpt":0.2468818982983592,"score_spread":0.2311548250673545,"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."}}