{"id":"W4402216432","doi":"10.7202/1112176ar","title":"Étude pilote : effets d'un processus d'accompagnement basé sur le modèle ARC (Attachement - Régulation - Compétences) sur des élèves du primaire présentant un trouble complexe","year":2023,"lang":"fr","type":"article","venue":"Travail social.","topic":"Educational and Psychological Assessments","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Université du Québec à Trois-Rivières","funders":"","keywords":"Psychology","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001201261,0.000675173,0.0008214415,0.00017155,0.001373513,0.0001884273,0.000729565,0.0003653218,0.005494781],"category_scores_gemma":[0.00003845076,0.0006778985,0.0003183386,0.001126644,0.0007168947,0.0003366596,0.0001785868,0.0005138778,0.001074285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003368456,"about_ca_system_score_gemma":0.0003120788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002505412,"about_ca_topic_score_gemma":0.0005339933,"domain_scores_codex":[0.9946268,0.0008128866,0.001116208,0.001150693,0.0009782121,0.001315177],"domain_scores_gemma":[0.997985,0.0003722585,0.0005231417,0.0004153153,0.0003788545,0.0003254039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001136645,0.03181175,0.4350234,0.001700581,0.002477396,0.0001591796,0.07863928,0.0003829801,0.004829875,0.0280086,0.1680778,0.2477524],"study_design_scores_gemma":[0.005060298,0.0004776064,0.9566575,0.0001270239,0.0001833633,0.00001564501,0.0037092,0.0006880627,0.0003429191,0.02530312,0.006722386,0.0007129302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9607775,0.00185354,0.0005966868,0.02693837,0.00271053,0.001444939,0.0001980825,0.0003477929,0.00513262],"genre_scores_gemma":[0.9905125,0.0003294004,0.001969311,0.001011373,0.001164366,0.0004398035,0.0007411107,0.0000860959,0.003746054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.521634,"threshold_uncertainty_score":0.9999266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08976910344077951,"score_gpt":0.3539761708466264,"score_spread":0.2642070674058469,"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."}}