{"id":"W1980948326","doi":"10.3917/nrp.015.0225","title":"« L'école en souffrance » : recherche-action sur les situations de travail à risque pour la santé mentale en milieu scolaire","year":2013,"lang":"fr","type":"article","venue":"Nouvelle revue de psychosociologie","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.006989071,0.0005364938,0.0007180474,0.0001629011,0.001435476,0.00004956671,0.0005592059,0.003694027,0.003467451],"category_scores_gemma":[0.003519047,0.0005886335,0.0002950137,0.0004517142,0.0003039269,0.0003342309,0.0001273412,0.004563269,0.003446368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003193962,"about_ca_system_score_gemma":0.002489421,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008065726,"about_ca_topic_score_gemma":0.002102775,"domain_scores_codex":[0.9823208,0.01369722,0.001081265,0.0008352578,0.0002178208,0.001847582],"domain_scores_gemma":[0.9857962,0.01213825,0.0005023651,0.0006735384,0.0002617928,0.0006278474],"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":[0.0002058052,0.001141862,0.1036938,0.004114479,0.0002028481,0.00003133859,0.1465287,0.0005040739,0.006500443,0.001537923,0.2368974,0.4986413],"study_design_scores_gemma":[0.004628746,0.0005336424,0.4721783,0.006007241,0.00030823,0.0001032979,0.2522846,0.01172001,0.0006396565,0.03061725,0.2191769,0.001802051],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8083484,0.02070858,0.01308859,0.1294234,0.002893531,0.00317892,0.0001050224,0.0003914222,0.02186211],"genre_scores_gemma":[0.8048912,0.06245073,0.04751277,0.005591337,0.004048273,0.002094251,0.000104764,0.0002039822,0.07310267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4968393,"threshold_uncertainty_score":0.9998645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1011706556542198,"score_gpt":0.4208425394340734,"score_spread":0.3196718837798537,"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."}}