{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004173739,0.0006123774,0.0005060857,0.006689343,0.0006027751,0.002707099,0.0006570469,0.000560476,0.002124509],"category_scores_gemma":[0.01339771,0.0002282036,0.0009817329,0.006898012,0.0006624805,0.001663765,0.001843552,0.001187019,0.0003935527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001865517,"about_ca_system_score_gemma":0.002128684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00826938,"about_ca_topic_score_gemma":0.006303059,"domain_scores_codex":[0.9973671,0.00101967,0.0002913456,0.0002568305,0.0008315196,0.0002336484],"domain_scores_gemma":[0.9912238,0.003134422,0.002331093,0.0004963907,0.002209855,0.000604358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001774884,0.0004828787,0.6938395,0.0005074402,0.0002232103,0.0006793581,0.003209826,0.01390307,0.001399829,0.01712899,0.005036306,0.263412],"study_design_scores_gemma":[0.0000630521,0.00102328,0.8119642,0.0006292046,0.0003059281,0.0008897391,0.01327435,0.1268053,0.004570967,0.01886509,0.02138341,0.000225374],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9109052,0.001660613,0.05261448,0.001474321,0.0001129694,0.0007114817,0.00165814,0.0003527021,0.03051015],"genre_scores_gemma":[0.9609701,0.0008120004,0.03482356,0.00006844387,0.00007276057,0.0002559084,0.001082971,0.00002256755,0.001891697],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.00826938,"threshold_uncertainty_score":0.02207309,"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."}}