{"id":"W7162522243","doi":"10.7202/1124792ar","title":"Première ligne en protection de l’enfance au Québec : réformes successives de la santé et des services sociaux, risques psychosociaux au travail et difficultés émotionnelles des intervenantes sociales","year":2025,"lang":"fr","type":"article","venue":"Canadian social work review","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social innovation; Publics; Community organization; Social assistance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.00496267,0.0005953304,0.0009707522,0.0001262199,0.005877733,0.0005371732,0.00114654,0.0008297432,0.0003495647],"category_scores_gemma":[0.001393921,0.0006085765,0.0007473872,0.00322861,0.005101341,0.0009851371,0.0001021176,0.0007877548,0.00004235345],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01303714,"about_ca_system_score_gemma":0.01904636,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9190291,"about_ca_topic_score_gemma":0.9938677,"domain_scores_codex":[0.9912896,0.004849161,0.000805123,0.0007301199,0.0005317876,0.001794214],"domain_scores_gemma":[0.9972452,0.0008640353,0.0006965293,0.0002080675,0.0003631295,0.0006230479],"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":[0.00001525232,0.0001656214,0.117532,0.00464924,0.0002372373,0.00001243485,0.2991826,0.000004062454,0.00001544117,0.04015822,0.01616704,0.5218608],"study_design_scores_gemma":[0.0003077855,0.00005863652,0.5879316,0.02214997,0.0003669232,0.000004086068,0.09510494,0.000008790743,0.00001281768,0.02476166,0.2684995,0.0007932293],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3518081,0.4466285,0.0004129369,0.1426096,0.001156413,0.001689614,0.0002478278,0.0001965513,0.05525045],"genre_scores_gemma":[0.8149227,0.1724207,0.0003091153,0.003017106,0.001157131,0.0002920668,0.00001422267,0.00004798737,0.007819047],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5210676,"threshold_uncertainty_score":0.9996365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02944428367830624,"score_gpt":0.3825557205935732,"score_spread":0.353111436915267,"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."}}