{"id":"W3200101650","doi":"10.7202/1079127ar","title":"Trois profils-types de jeunes affichant des problèmes de comportement sérieux","year":2021,"lang":"fr","type":"article","venue":"Éducation et francophonie","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université Laval","funders":"","keywords":"Humanities; Political science; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007843678,0.0003483945,0.0003817461,0.0001157893,0.0002757782,0.0001235597,0.0002243612,0.0002901558,0.007834297],"category_scores_gemma":[0.0001271786,0.0003912144,0.0002027349,0.000499196,0.0002209558,0.0001884172,0.00005298341,0.0004061181,0.001409167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004171024,"about_ca_system_score_gemma":0.001396138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001363701,"about_ca_topic_score_gemma":0.004754869,"domain_scores_codex":[0.9970874,0.0006590875,0.0005756491,0.000628898,0.0002395963,0.0008094364],"domain_scores_gemma":[0.9983805,0.0002185452,0.0002405464,0.0006210402,0.0002793308,0.0002599873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002643509,0.01187984,0.1028842,0.001863447,0.001567498,0.0005826799,0.3048429,0.000669986,0.008838793,0.03351292,0.3803945,0.1526989],"study_design_scores_gemma":[0.004003362,0.0003379402,0.4540844,0.001075047,0.0003600379,0.0007330181,0.02665248,0.0003434027,0.02389533,0.01387771,0.473604,0.001033246],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8758481,0.05103868,0.002137032,0.03217911,0.008166501,0.0006703049,0.00009901092,0.0001576455,0.02970363],"genre_scores_gemma":[0.9550594,0.002550592,0.004799261,0.002765152,0.001160646,0.0002221431,0.0001993951,0.00008214665,0.03316126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3512003,"threshold_uncertainty_score":0.999854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03736025536147926,"score_gpt":0.3329811620505396,"score_spread":0.2956209066890604,"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."}}