{"id":"W4413809736","doi":"10.7202/1119084ar","title":"Les intervenantes et intervenants école-famille immigrante : quelle contribution aux finalités d’équité, d’inclusion et de transformation sociale pour les familles immigrantes ?","year":2025,"lang":"fr","type":"article","venue":"Nouvelles pratiques sociales","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Inclusion (mineral); Sociology; Philosophy; Anthropology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008444078,0.0003689778,0.0005001039,0.001323567,0.006462216,0.004180032,0.0009800933,0.001320575,0.007045775],"category_scores_gemma":[0.01779733,0.000216122,0.0004234512,0.001560368,0.00451664,0.003446114,0.00512448,0.002183997,0.000472906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004985391,"about_ca_system_score_gemma":0.01084987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05096989,"about_ca_topic_score_gemma":0.08159686,"domain_scores_codex":[0.9939473,0.0039501,0.0002438572,0.0004235269,0.0006596179,0.0007756264],"domain_scores_gemma":[0.9902453,0.006696492,0.0009054617,0.0003767511,0.0009737318,0.0008022106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001099869,0.0001282654,0.0667726,0.0007785966,0.00005284302,0.001280071,0.8158072,0.00007775522,0.0005876998,0.02703974,0.002321697,0.08504367],"study_design_scores_gemma":[0.00001362278,0.0001043187,0.04846719,0.002040392,0.00005139212,0.0004368394,0.8902301,0.00006347205,0.0003866289,0.003099285,0.05507685,0.00002983524],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9265212,0.009092133,0.003294382,0.01545666,0.0002708893,0.000123859,0.0002668957,0.00002957738,0.04494437],"genre_scores_gemma":[0.9871985,0.004052207,0.001895495,0.001371154,0.00004092211,0.0002399763,0.0001029086,0.00001618068,0.005082679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05096989,"threshold_uncertainty_score":0.1013464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06112731540826881,"score_gpt":0.401939943969193,"score_spread":0.3408126285609242,"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."}}