{"id":"W4213350401","doi":"10.55430/dsgs4578","title":"Gestion du risque et introduction aux assurances","year":2022,"lang":"fr","type":"book","venue":"EPFL Press eBooks","topic":"Insurance and Financial Risk Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Francophone University Association","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Humanities; Political science; Philosophy","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":[0.002043567,0.0009615445,0.0004743636,0.002641546,0.002689058,0.008835216,0.0009360388,0.0036841,0.03480224],"category_scores_gemma":[0.006205005,0.0004300405,0.0007634186,0.002585845,0.01524058,0.00734953,0.003310894,0.005052972,0.00509804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007316092,"about_ca_system_score_gemma":0.003082948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009452594,"about_ca_topic_score_gemma":0.005426068,"domain_scores_codex":[0.9961654,0.001463241,0.0001771551,0.0006689831,0.001226647,0.0002986451],"domain_scores_gemma":[0.9953759,0.002888973,0.0003932821,0.0003760462,0.0007792378,0.0001866305],"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":[0.00001601917,0.00001121808,0.0003790429,0.0001998612,0.000005301673,0.0001364849,0.003811679,0.0003283008,0.0002819029,0.9585696,0.01117191,0.02508862],"study_design_scores_gemma":[0.000006568876,0.00006124924,0.002479137,0.0009389402,0.00001311923,0.0005319704,0.003613828,0.0005309744,0.0004003891,0.283909,0.7074761,0.00003883146],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01614711,0.06463909,0.06652564,0.04173348,0.003454567,0.0001066878,0.0006705653,0.0003816782,0.8063412],"genre_scores_gemma":[0.5259585,0.06497723,0.02580839,0.009853138,0.004043571,0.0004479079,0.0006473624,0.0004636888,0.3678002],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03480224,"threshold_uncertainty_score":0.116425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03448798113191338,"score_gpt":0.226855014306934,"score_spread":0.1923670331750206,"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."}}