{"id":"W4390032653","doi":"10.7202/1093043ar","title":"Insurance and Risk Management: Orientations and Management","year":2003,"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":"Risk management; Business; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003920214,0.0004367364,0.0003498303,0.001939108,0.001059873,0.009332381,0.0004931361,0.002318083,0.004199214],"category_scores_gemma":[0.007589733,0.0002978531,0.0002607343,0.002578045,0.008556668,0.00787889,0.002725579,0.003050057,0.0005474772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003634514,"about_ca_system_score_gemma":0.002844224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002343338,"about_ca_topic_score_gemma":0.002094493,"domain_scores_codex":[0.9966277,0.001471717,0.0001680918,0.000200097,0.001298171,0.0002340589],"domain_scores_gemma":[0.9956768,0.001961829,0.0008086649,0.0002166481,0.0008054931,0.000530596],"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":[0.0000147761,0.00004163334,0.002489108,0.0001052156,0.00001073268,0.00005889817,0.002828468,0.0003228226,0.000156094,0.943444,0.007590569,0.0429377],"study_design_scores_gemma":[0.000009759636,0.0000307058,0.006743593,0.0004655643,0.00001348587,0.0002180799,0.005675526,0.0008733859,0.0001284373,0.8673753,0.1184393,0.00002689859],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.06445543,0.3667802,0.04134028,0.1604688,0.002598655,0.00008458205,0.0001674905,0.0000797747,0.3640248],"genre_scores_gemma":[0.8319716,0.1280051,0.01039905,0.004151321,0.003199583,0.00009563065,0.00009304193,0.00004367539,0.02204098],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.009332381,"threshold_uncertainty_score":0.02637035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02395709199379978,"score_gpt":0.2372912946505737,"score_spread":0.2133342026567739,"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."}}