{"id":"W4390038800","doi":"10.7202/1106846ar","title":"Faits d’actualité","year":2023,"lang":"fr","type":"article","venue":"Assurances et gestion des risques","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.0258889,0.001034414,0.0006690731,0.002557533,0.003768119,0.01367085,0.002593588,0.005708448,0.03307643],"category_scores_gemma":[0.07761505,0.0004095761,0.001142301,0.003161819,0.00481151,0.009563345,0.005578026,0.008500036,0.007436281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01145728,"about_ca_system_score_gemma":0.01321701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02656834,"about_ca_topic_score_gemma":0.01580492,"domain_scores_codex":[0.9741222,0.01026761,0.001459001,0.002762145,0.008666781,0.002722185],"domain_scores_gemma":[0.9518309,0.01746076,0.002864542,0.006664358,0.01856095,0.002618401],"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":[0.0003401093,0.0001041257,0.00573709,0.001290675,0.00007981405,0.00045272,0.01040504,0.0008032624,0.0007475881,0.4140526,0.3913388,0.1746482],"study_design_scores_gemma":[0.00001055864,0.00004406668,0.002712267,0.001310042,0.00001027479,0.0002687775,0.002877854,0.0002394042,0.0003908061,0.02063535,0.9714704,0.00003031302],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.02148893,0.06539372,0.008569252,0.63143,0.03681068,0.0001180066,0.002487675,0.0006377337,0.233064],"genre_scores_gemma":[0.545867,0.06041197,0.01825848,0.1191102,0.02494079,0.000660345,0.003771507,0.001172441,0.2258072],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03307643,"threshold_uncertainty_score":0.1369151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09691712809769858,"score_gpt":0.36561315057087,"score_spread":0.2686960224731714,"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."}}