{"id":"W4388439496","doi":"10.7202/1106536ar","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":false,"ca_institutions":"","funders":"","keywords":"Psychology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00206258,0.0002332035,0.0002913971,0.0000788704,0.0009002249,0.0002857629,0.0004614734,0.0002935495,0.0006872366],"category_scores_gemma":[0.0009788558,0.000233914,0.0001744616,0.002594075,0.001752954,0.001446015,0.00006757592,0.0002709648,0.002014236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002229376,"about_ca_system_score_gemma":0.0002393311,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03253131,"about_ca_topic_score_gemma":0.02900933,"domain_scores_codex":[0.9966793,0.0007787589,0.0003477793,0.0004725104,0.0009068543,0.0008148156],"domain_scores_gemma":[0.9983186,0.0008474886,0.0002243847,0.0001840866,0.0001932685,0.0002322434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001425049,0.00008044605,0.01450992,0.00007990927,0.00004791964,0.00002941714,0.04468707,0.002213524,0.00004232407,0.1630294,0.3659838,0.4092819],"study_design_scores_gemma":[0.0001578308,0.00008298059,0.242874,0.0002729429,0.00002815163,0.000002268663,0.009576244,0.001349716,0.00007367804,0.03675561,0.7084641,0.0003624569],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.456764,0.01239903,0.0001532583,0.3047399,0.006181701,0.0003270995,0.0001255367,0.0007291384,0.2185803],"genre_scores_gemma":[0.8582515,0.02527153,0.0003227277,0.0006379217,0.0008498596,0.00003107308,0.000009836718,0.0000195626,0.114606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4089195,"threshold_uncertainty_score":0.9987628,"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."}}