{"id":"W3134242294","doi":"10.5296/jcgr.v5i1.18375","title":"Satyam Fraud: A Structural Functional Approach to Corporate Governance Reform","year":2021,"lang":"en","type":"article","venue":"Journal of Corporate Governance Research","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Roads University","funders":"","keywords":"Corporate governance; Corporation; Accounting; Business; Context (archaeology); Commission; Best practice; Financial statement; Public relations; Political science; Finance; Law; Audit","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":[0.005011214,0.0002873895,0.0002916811,0.00196601,0.004747865,0.00595644,0.001495527,0.00332773,0.00436226],"category_scores_gemma":[0.007522747,0.0002276785,0.0003754025,0.002202928,0.01750392,0.005807742,0.004648994,0.004105411,0.0002130917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008636151,"about_ca_system_score_gemma":0.004856272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005356394,"about_ca_topic_score_gemma":0.005999195,"domain_scores_codex":[0.9954112,0.003085475,0.0001280002,0.0002812189,0.0006675933,0.0004264094],"domain_scores_gemma":[0.9960908,0.002169103,0.000517698,0.0005545368,0.0004078989,0.0002598776],"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":[0.000006557094,0.00001607045,0.0008255962,0.00002120062,0.000002514213,0.0001357505,0.003417703,0.0009365296,0.00009231595,0.9869972,0.001097584,0.006450854],"study_design_scores_gemma":[0.0000336506,0.0001382046,0.0049508,0.0002661166,0.00001823869,0.0006019192,0.008921039,0.02647533,0.001318576,0.8559467,0.1013003,0.0000291157],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3015941,0.002352871,0.1571384,0.07433017,0.0003299271,0.0004310178,0.00009596263,0.0002065539,0.463521],"genre_scores_gemma":[0.9791185,0.0002932841,0.008863305,0.0009118457,0.00005888455,0.0001083272,0.00001974747,0.00001443671,0.01061154],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008636151,"threshold_uncertainty_score":0.06265992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1268358473308095,"score_gpt":0.2900116547673854,"score_spread":0.163175807436576,"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."}}