{"id":"W4388439329","doi":"10.7202/1106758ar","title":"Faits d’actualité/ Current Events","year":2023,"lang":"fr","type":"article","venue":"Assurances et gestion des risques","topic":"Social Policies and Family","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Current (fluid); Psychology; Physics","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001369225,0.0002723216,0.0003360434,0.0001283147,0.0008486648,0.0001456715,0.0003487078,0.0002777474,0.0002591202],"category_scores_gemma":[0.0006992822,0.0002863292,0.0002267502,0.001649619,0.0009198394,0.000763565,0.00008326546,0.0003558721,0.002048148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002614871,"about_ca_system_score_gemma":0.000160057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006251943,"about_ca_topic_score_gemma":0.002206344,"domain_scores_codex":[0.9966696,0.00100903,0.0004125818,0.00038684,0.0007122778,0.0008096991],"domain_scores_gemma":[0.9983095,0.0008550425,0.0001913434,0.0001896414,0.0002182808,0.0002362129],"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":[0.00001509224,0.0001222893,0.01039066,0.0001358031,0.00006696985,0.000005949281,0.02778731,0.0009462573,0.00001140471,0.04386622,0.2031441,0.713508],"study_design_scores_gemma":[0.0002094639,0.00007242782,0.3225954,0.0005426967,0.00005552031,0.000001104149,0.005245708,0.0008697084,0.00001514336,0.06699805,0.6030205,0.0003743411],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6926274,0.05695717,0.0001829422,0.1395044,0.01700955,0.000716437,0.000328068,0.001211895,0.09146217],"genre_scores_gemma":[0.8851752,0.09789958,0.0001581768,0.0007219177,0.001168799,0.00005068522,0.00003491364,0.00003375894,0.01475693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7131336,"threshold_uncertainty_score":0.9999589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1044396377795756,"score_gpt":0.3854476238740384,"score_spread":0.2810079860944628,"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."}}