{"id":"W2766855142","doi":"","title":"Family Ownership, Earnings Informativeness, and Role of Audit Committees: An Empirical Investigation in India","year":2017,"lang":"en","type":"article","venue":"Review of Economics and Finance","topic":"Corporate Governance and Financial Management","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Audit committee; Accounting; Business; Earnings; Corporate governance; Shareholder; Audit; Panel data; Earnings quality; Earnings response coefficient; Finance; Economics; Accrual; Econometrics","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":[0.0004114155,0.00009419758,0.0003272801,0.00005794472,0.00007558599,0.00005957608,0.0001674027,0.00003543361,0.000002603682],"category_scores_gemma":[0.00007168523,0.00008969329,0.00002653698,0.00006162421,0.0001203326,0.001282829,0.000156824,0.00006211744,0.000003310428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000996298,"about_ca_system_score_gemma":0.00002289205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004291185,"about_ca_topic_score_gemma":0.0001096715,"domain_scores_codex":[0.9993709,0.000004952804,0.0003628905,0.0001365365,0.00003225367,0.00009251561],"domain_scores_gemma":[0.9986839,0.0000105142,0.001038889,0.000219014,0.00004164252,0.000006032354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001881353,0.00003190834,0.6938944,0.003994436,0.000007282605,9.133685e-7,0.0001188304,0.00001653935,0.00001442106,0.09266569,0.0002235847,0.2090132],"study_design_scores_gemma":[0.0002111743,0.00001495319,0.864026,0.001653977,0.00001050445,1.577747e-7,0.00004142413,0.001055634,0.000006957271,0.005305092,0.1275757,0.00009845933],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875484,0.009282111,0.000006255965,0.0003424568,0.00003699934,0.0001916715,0.000004602093,0.000002744325,0.002584736],"genre_scores_gemma":[0.883736,0.1153239,0.00009403895,0.0007600424,0.00004778682,0.00001044582,0.0000088328,0.000005428135,0.00001353017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2089147,"threshold_uncertainty_score":0.3657586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02485538777525678,"score_gpt":0.2343867220185624,"score_spread":0.2095313342433056,"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."}}