{"id":"W2159870072","doi":"10.2139/ssrn.314039","title":"The Effect of Oil and Gas Producers' FRR No. 48 Disclosures on Investors' Risk Assessments","year":2002,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Risk Management in Financial Firms","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Business; Fossil fuel; Waste management; Engineering","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":[0.002888325,0.0002550713,0.0002604978,0.000188329,0.0006845334,0.0003182474,0.0004416339,0.00006039957,0.00003215809],"category_scores_gemma":[0.0005735337,0.0001605799,0.0001193101,0.0003246328,0.0001161382,0.0006194665,0.0001379826,0.001223913,0.0002355306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001936119,"about_ca_system_score_gemma":0.00004786702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000253418,"about_ca_topic_score_gemma":0.0003287542,"domain_scores_codex":[0.9974449,0.00009078188,0.0003571787,0.0002784547,0.000490891,0.001337808],"domain_scores_gemma":[0.9988869,0.0001281961,0.0005653932,0.0003067857,0.00009459996,0.00001808131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003728735,0.0001447515,0.1724291,0.0001761724,0.000444623,0.000007737,0.0000491779,0.00006659474,0.0001097442,0.09563909,0.01807828,0.7124819],"study_design_scores_gemma":[0.008102121,0.003191428,0.05486134,0.0005214542,0.001341065,0.00005462983,0.0007207486,0.00528929,0.0003166354,0.2723404,0.6515571,0.001703684],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701588,0.002312684,0.00005023244,0.001506632,0.0009751025,0.0001851609,0.00000114566,0.00004676377,0.02476353],"genre_scores_gemma":[0.9780163,0.01349259,0.00001359837,0.0001351891,0.001655038,0.00001709133,0.000002293731,0.00004329767,0.00662457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7107782,"threshold_uncertainty_score":0.6548257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006662739931357825,"score_gpt":0.2205420251387832,"score_spread":0.2138792852074253,"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."}}