{"id":"W4390022011","doi":"10.7202/1107090ar","title":"Chronique sur la gestion des risques financiers","year":2023,"lang":"fr","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":"Risk management; Political science; Business; Humanities; Philosophy; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003332898,0.0006089828,0.0009223307,0.000726434,0.0006717103,0.0004951984,0.0005010116,0.0007219077,0.0003085444],"category_scores_gemma":[0.001576362,0.0007836849,0.0004066309,0.001740691,0.001049689,0.002354321,0.0001628391,0.0007409006,0.002370738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008117399,"about_ca_system_score_gemma":0.0001252524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005352713,"about_ca_topic_score_gemma":0.002167047,"domain_scores_codex":[0.9959353,0.0003717963,0.001236231,0.001059291,0.0002014525,0.001195963],"domain_scores_gemma":[0.9975992,0.0007115955,0.0006169644,0.0005941674,0.0003090285,0.0001690414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001128808,0.0003664262,0.06629578,0.001176539,0.0002374829,0.0001564263,0.003170863,0.04287552,0.00002346612,0.1444342,0.1610454,0.580105],"study_design_scores_gemma":[0.0006029478,0.0002535244,0.4916715,0.0009742606,0.00004680606,0.00001449097,0.0001923644,0.01815641,0.0002268335,0.04989056,0.4372185,0.0007517851],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6020235,0.0970377,0.01491793,0.04780048,0.007123512,0.001502485,0.001364435,0.001421252,0.2268087],"genre_scores_gemma":[0.7688305,0.1798413,0.002256826,0.0002811812,0.0004154516,0.0002147504,0.000140152,0.0001011015,0.04791877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5793532,"threshold_uncertainty_score":0.9994614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04542052415625936,"score_gpt":0.2591983070482164,"score_spread":0.2137777828919571,"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."}}