{"id":"W4388439393","doi":"10.7202/1091636ar","title":"The Virtual World of Insuranceand Risk Management","year":2006,"lang":"en","type":"article","venue":"Assurances et gestion des risques","topic":"Insurance and Financial Risk Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Risk management; Actuarial science; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001844397,0.0005585566,0.0003927954,0.001306242,0.003325749,0.01718905,0.0008945696,0.002314755,0.02191555],"category_scores_gemma":[0.004960119,0.0004420366,0.0003140958,0.002308125,0.006873162,0.01109308,0.004630525,0.002285152,0.00173973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01441147,"about_ca_system_score_gemma":0.009616112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1951392,"about_ca_topic_score_gemma":0.2148664,"domain_scores_codex":[0.9979233,0.0006667317,0.00005249251,0.0001575216,0.0008488213,0.0003511501],"domain_scores_gemma":[0.9971164,0.0009683844,0.0003210153,0.000381873,0.0005780089,0.0006341995],"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":[0.00003453949,0.00001838613,0.0008547399,0.00007115216,0.00001448676,0.0001235472,0.0008123894,0.002258349,0.0002047827,0.8180962,0.1189613,0.05855007],"study_design_scores_gemma":[0.000008594573,0.00001093305,0.002350823,0.0002125726,0.000009899485,0.0001587002,0.001126071,0.003228852,0.0001837492,0.223015,0.7696582,0.00003668233],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03265535,0.1238961,0.04778608,0.2035995,0.004325188,0.00004865036,0.001581569,0.00059365,0.5855139],"genre_scores_gemma":[0.7992013,0.0598571,0.01390252,0.006390607,0.003366242,0.0000790655,0.001015309,0.0002285503,0.1159593],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1951392,"threshold_uncertainty_score":0.3880068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01805172868132372,"score_gpt":0.2210304519633792,"score_spread":0.2029787232820555,"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."}}