{"id":"W4388439514","doi":"10.7202/1091634ar","title":"Faits d’actualité / Current Events","year":2006,"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":"Current (fluid); Physics; Thermodynamics","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"],"consensus_categories":[],"category_scores_codex":[0.001284642,0.0002870798,0.0003199011,0.00005245804,0.0007934097,0.0002042198,0.00045092,0.0002373901,0.0005042199],"category_scores_gemma":[0.0003469264,0.0002847635,0.0002057726,0.0009954184,0.001237658,0.001495725,0.00005134506,0.000317765,0.0003642372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003793239,"about_ca_system_score_gemma":0.0002458341,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06150705,"about_ca_topic_score_gemma":0.04955774,"domain_scores_codex":[0.9964195,0.0008226119,0.0004688038,0.0005111237,0.001019987,0.000757996],"domain_scores_gemma":[0.9985402,0.0004978737,0.0003663228,0.00017853,0.0002389776,0.0001780512],"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":[0.00002074487,0.0004131694,0.07298697,0.0001022707,0.0000285742,0.000006980908,0.008398432,0.002363494,0.00001642027,0.1663486,0.1548779,0.5944365],"study_design_scores_gemma":[0.0001890542,0.00006115919,0.4074456,0.0004696449,0.00003610156,0.000002018647,0.001055534,0.0004612473,0.0000407256,0.07714726,0.5127188,0.0003728201],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6666914,0.09508364,0.001036099,0.09304806,0.01009102,0.0005207816,0.0001855991,0.0002978355,0.1330456],"genre_scores_gemma":[0.9568045,0.0149747,0.0007733412,0.0002001039,0.001251858,0.00003113127,0.00001125759,0.00001847834,0.02593463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5940637,"threshold_uncertainty_score":0.9999604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05703497900529735,"score_gpt":0.3486457906526693,"score_spread":0.291610811647372,"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."}}