{"id":"W2775863291","doi":"10.1142/7957","title":"Quantitative Methods in Risk Analysis","year":2011,"lang":"en","type":"book","venue":"World Scientific series in finance","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Risk analysis (engineering); Computer science; Medicine","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":[0.003007645,0.002005755,0.001764428,0.003737408,0.0005180012,0.002770788,0.001187471,0.00130632,0.02303897],"category_scores_gemma":[0.006924052,0.0009932668,0.0008991765,0.003163891,0.002686292,0.003950042,0.001345547,0.003763611,0.01094304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001558888,"about_ca_system_score_gemma":0.001272294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001124214,"about_ca_topic_score_gemma":0.001692094,"domain_scores_codex":[0.997829,0.0006857189,0.0001119838,0.0001815971,0.001148926,0.00004275154],"domain_scores_gemma":[0.9959525,0.003047843,0.00011116,0.0003360998,0.0004958682,0.00005646946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008252766,0.00003773971,0.00009647141,0.0005014251,0.00004211502,0.00003371114,0.0001471506,0.004399213,0.0004358909,0.6297069,0.1527433,0.2118479],"study_design_scores_gemma":[0.00000578159,0.00001155995,0.0001611944,0.0001897721,0.0000149203,0.00007454773,0.00003051827,0.006070779,0.0002346788,0.7872384,0.2059506,0.00001727203],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0004339614,0.04874994,0.76091,0.004479274,0.00279753,0.0001084033,0.0004897728,0.0009203862,0.1811108],"genre_scores_gemma":[0.03724812,0.0737611,0.4205008,0.004947897,0.009194773,0.0009739558,0.001212921,0.002170117,0.4499903],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02303897,"threshold_uncertainty_score":0.0770731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1468973489649927,"score_gpt":0.4386886627727533,"score_spread":0.2917913138077607,"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."}}