{"id":"W4390022022","doi":"10.7202/1106950ar","title":"ADAPTING TO NEW REALITIES","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":"Psychology; Sociology","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":[0.005708481,0.000747119,0.0007109034,0.0009685521,0.002361918,0.009696971,0.002243659,0.004347768,0.0250638],"category_scores_gemma":[0.01911305,0.0004698116,0.0008392356,0.0008138896,0.007695673,0.01427711,0.007401368,0.008600874,0.005409214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002914202,"about_ca_system_score_gemma":0.001665172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001505533,"about_ca_topic_score_gemma":0.002451326,"domain_scores_codex":[0.9962161,0.001399034,0.0001350213,0.0007255824,0.0009612708,0.0005630084],"domain_scores_gemma":[0.9935469,0.002186827,0.0004037477,0.001995693,0.0009771219,0.0008896592],"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":[0.0001138913,0.0001193858,0.00271142,0.000307275,0.00007279166,0.002056306,0.008417144,0.008236214,0.002108086,0.8186874,0.08521821,0.07195186],"study_design_scores_gemma":[0.00001546784,0.00003559862,0.001097089,0.0001966331,0.00001131195,0.0007563503,0.005723425,0.004399646,0.0003513726,0.4077697,0.5795889,0.00005447802],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.09997205,0.01536786,0.09894242,0.2449276,0.0130814,0.0001392988,0.0008538514,0.001094593,0.5256209],"genre_scores_gemma":[0.777715,0.01721054,0.04045351,0.03642423,0.008266211,0.0002489941,0.0008764182,0.001173324,0.1176318],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0250638,"threshold_uncertainty_score":0.08384681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07692074223664841,"score_gpt":0.2807424064091304,"score_spread":0.203821664172482,"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."}}