{"id":"W4280622021","doi":"10.3390/jrfm15050225","title":"Development of Risk Index and Risk Governance Index: Application in Indian Public Sector Undertakings","year":2022,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Risk Management in Financial Firms","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Index (typography); Corporate governance; Endogeneity; Credence; Actuarial science; Business; Econometrics; Economics; Accounting; Statistics; Finance; Computer science; Mathematics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002107164,0.0002779388,0.0004782383,0.0009412051,0.0005638966,0.0001618481,0.000480952,0.00007835184,0.00003407264],"category_scores_gemma":[0.0002473277,0.0002805511,0.00009478079,0.001223394,0.00008225578,0.0008475489,0.0008735733,0.000671216,0.000004922369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001974778,"about_ca_system_score_gemma":0.00005913669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001428172,"about_ca_topic_score_gemma":0.00260559,"domain_scores_codex":[0.9973653,0.00005827136,0.001056343,0.0003802859,0.000757426,0.0003824051],"domain_scores_gemma":[0.9968458,0.00006990307,0.002684395,0.0002463499,0.0001180098,0.00003552374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001833895,0.0001775402,0.5822294,0.0001413662,0.00003781491,0.00002790893,0.0007310038,0.0003510874,0.000002633375,0.0138943,0.0002365444,0.401987],"study_design_scores_gemma":[0.001598285,0.00003052326,0.7893687,0.00005348817,0.00009423651,0.000003113192,0.001122607,0.0005767858,0.000002902122,0.01087473,0.1960145,0.0002600343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804179,0.0006339835,0.01706637,0.0001154108,0.0004268826,0.0005147402,0.00002127685,0.00002012684,0.000783286],"genre_scores_gemma":[0.9950976,0.002927642,0.001404147,0.0001526857,0.0002988641,0.0000513466,0.000006683398,0.00003084913,0.00003019313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.401727,"threshold_uncertainty_score":0.9999647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008593127531568639,"score_gpt":0.1934267801697735,"score_spread":0.1848336526382049,"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."}}