{"id":"W7135068834","doi":"10.7202/1123093ar","title":"L’intégration de l’évaluation du fonctionnement social aux champs de pratique. Postures et processus en travail social, sous la direction de Grace Chammas, Josée Grenier et Roxanne Fay, Presses de l’Université du Québec, collection Problèmes sociaux et interventions sociales, 2024, 472 pages","year":2025,"lang":"fr","type":"article","venue":"Intervention","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Intervention (counseling); Psychological intervention; Social power; Data collection","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"],"consensus_categories":[],"category_scores_codex":[0.006993047,0.0004219085,0.0004606371,0.0002647798,0.003017539,0.0007201741,0.0004267297,0.0007737168,0.0005261027],"category_scores_gemma":[0.00130326,0.0005158932,0.0008439926,0.001289207,0.0007103113,0.001381525,0.0001542455,0.000714912,0.00001289774],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005558098,"about_ca_system_score_gemma":0.005471548,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.226711,"about_ca_topic_score_gemma":0.6599974,"domain_scores_codex":[0.9915879,0.005394964,0.0008075962,0.0006602078,0.0007528604,0.0007965044],"domain_scores_gemma":[0.9975645,0.0004355353,0.001076026,0.000119023,0.0006681971,0.0001367434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003369598,0.002760668,0.02467668,0.000948176,0.0007235414,0.0000138159,0.3010206,0.000652629,0.001378877,0.06223338,0.4621545,0.1431002],"study_design_scores_gemma":[0.002200301,0.0005371232,0.7790959,0.00134449,0.0008707884,0.00002089884,0.07687337,0.002839496,0.0005242117,0.03260011,0.1023193,0.0007739572],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4490359,0.01108298,0.1327383,0.392979,0.002865377,0.002183489,0.0001523561,0.0004954922,0.008467148],"genre_scores_gemma":[0.9618732,0.01524362,0.0005136282,0.0006962125,0.001035836,0.0004652434,0.000111964,0.00004509501,0.02001524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7544193,"threshold_uncertainty_score":0.9997293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03723192349131529,"score_gpt":0.3369606075406928,"score_spread":0.2997286840493775,"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."}}