{"id":"W2767753824","doi":"","title":"Évaluation des risques sanitaires liés au travail de nuit","year":2016,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario","funders":"","keywords":"Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01344343,0.000732774,0.0006685489,0.0003472858,0.000978175,0.0004188309,0.001818142,0.001307668,0.002868969],"category_scores_gemma":[0.002792692,0.0007476798,0.0004895822,0.0005739968,0.001365946,0.0002454555,0.0007752906,0.001256348,0.001481557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009380491,"about_ca_system_score_gemma":0.0009164108,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01540242,"about_ca_topic_score_gemma":0.01444334,"domain_scores_codex":[0.9730423,0.02273224,0.001110005,0.001372852,0.0006007513,0.001141867],"domain_scores_gemma":[0.9890571,0.004216401,0.0008069703,0.003049991,0.002391274,0.0004782842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00005826886,0.001155371,0.02826855,0.00007787612,0.0004860046,0.00001536781,0.06686664,0.00005068034,0.001487638,0.1212514,0.005234031,0.7750481],"study_design_scores_gemma":[0.01074372,0.00001461893,0.5130156,0.05619686,0.002289644,0.0001887255,0.005811298,0.007296002,0.1067248,0.1569525,0.1347748,0.005991478],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3648725,0.0102724,0.1348535,0.02014519,0.001426036,0.0009555205,0.000177023,0.000495409,0.4668024],"genre_scores_gemma":[0.9135106,0.002847977,0.02903053,0.0001954893,0.0002087145,0.0002359564,0.0004461922,0.0001529595,0.05337164],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7690567,"threshold_uncertainty_score":0.9999889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0312196190679991,"score_gpt":0.2964830439820955,"score_spread":0.2652634249140964,"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."}}