{"id":"W3121483314","doi":"10.1177/0148558x0401900106","title":"The Effect of Oil and Gas Producers' FRR No. 48 Disclosures on Investors' Risk Assessments","year":2004,"lang":"en","type":"article","venue":"Journal of Accounting Auditing & Finance","topic":"Risk Management in Financial Firms","field":"Business, Management and Accounting","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Commodity; Equity (law); Sample (material); Business; Sensitivity (control systems); Value (mathematics); Monetary economics; Economics; Finance; Statistics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003647452,0.0003405545,0.0005318536,0.0002853895,0.0007250862,0.0004951386,0.0006257005,0.00008765255,0.000005204548],"category_scores_gemma":[0.003985818,0.0002324685,0.0001940567,0.0005668512,0.0002013391,0.001488789,0.00024996,0.0006515912,0.00006452717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001030525,"about_ca_system_score_gemma":0.00005626271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003002209,"about_ca_topic_score_gemma":0.00003198234,"domain_scores_codex":[0.9974132,0.00005434188,0.0009354425,0.0003341979,0.0007921871,0.0004705844],"domain_scores_gemma":[0.9948497,0.0004035121,0.003946233,0.0003732292,0.000411206,0.00001611794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001080966,0.0002761526,0.5447608,0.001737308,0.0003424048,0.0001177522,0.0002114672,0.007361758,0.001243521,0.01062277,0.02476778,0.4074773],"study_design_scores_gemma":[0.007905393,0.001366469,0.5729285,0.00709201,0.0009092865,0.0000413339,0.0003038166,0.001228668,0.003348363,0.01526746,0.3881172,0.001491509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898666,0.0004568018,0.0000666378,0.001224882,0.001948187,0.0001392353,0.000002842521,0.00003740535,0.006257449],"genre_scores_gemma":[0.9948325,0.0009190804,0.0006193342,0.0002443359,0.003021381,0.0000102658,0.000001917881,0.00005198241,0.0002992045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4059858,"threshold_uncertainty_score":0.947979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006589931836359746,"score_gpt":0.2340487186641718,"score_spread":0.227458786827812,"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."}}