{"id":"W2273610747","doi":"10.3917/geco1.122.0004","title":"Vers une médecine du travail préventive ?","year":2016,"lang":"fr","type":"article","venue":"Annales des Mines - Gérer et comprendre","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère de l’Emploi et de la Solidarité Sociale (Québec)","funders":"","keywords":"Political science; Humanities; Philosophy","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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001273322,0.0003042181,0.0003467874,0.000107344,0.0005933467,0.00006194726,0.0004329792,0.0002325802,0.001161563],"category_scores_gemma":[0.0005724736,0.0002566824,0.0002291145,0.0006073474,0.004698539,0.0006090957,0.00005457968,0.0001511957,0.0004405465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002156908,"about_ca_system_score_gemma":0.0004293759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008954044,"about_ca_topic_score_gemma":0.003053922,"domain_scores_codex":[0.9971292,0.001001291,0.0004188119,0.0004865816,0.0003431552,0.0006209876],"domain_scores_gemma":[0.9968603,0.001981606,0.0002217255,0.0002550451,0.0004461225,0.0002351462],"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":[0.0000553973,0.001001445,0.15332,0.000186385,0.0004807939,0.0000172243,0.2387644,0.00002046194,0.0008391783,0.3226665,0.1490782,0.1335701],"study_design_scores_gemma":[0.0009550637,0.0001707879,0.1131926,0.0005166708,0.00009933346,0.00001754559,0.07041653,0.00001314269,0.00005709126,0.01101192,0.803109,0.0004402882],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7897125,0.01687711,0.0009260473,0.1344578,0.005994445,0.0003238536,0.0001460084,0.0001256528,0.05143656],"genre_scores_gemma":[0.8807256,0.008915207,0.0009208146,0.0007603304,0.003740976,0.00003946343,0.00006284486,0.00003371248,0.1048011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6540309,"threshold_uncertainty_score":0.9999886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1661890238583535,"score_gpt":0.4122861384568249,"score_spread":0.2460971145984713,"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."}}