{"id":"W4411930576","doi":"10.7202/1118366ar","title":"Plus-value des enseignants issus de l’immigration dans les relations entre école et familles immigrantes au Québec","year":2025,"lang":"fr","type":"article","venue":"Alterstice Revue internationale de la recherche interculturelle","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.004238928,0.0002666886,0.00034343,0.001271494,0.01234667,0.005831844,0.0008355806,0.001044267,0.009136932],"category_scores_gemma":[0.009426712,0.0001842768,0.0002957467,0.001722523,0.003765949,0.002473629,0.003001822,0.002175349,0.0004711505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02838523,"about_ca_system_score_gemma":0.0406362,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9387196,"about_ca_topic_score_gemma":0.9780111,"domain_scores_codex":[0.9972614,0.0009022345,0.00008055345,0.0002418087,0.0006899409,0.0008238861],"domain_scores_gemma":[0.990247,0.001496941,0.0009663595,0.00029004,0.004338103,0.00266165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002031646,0.000115,0.4495932,0.0003229177,0.000108782,0.001274388,0.4512734,0.0001842904,0.0009520618,0.01150052,0.02046681,0.06400541],"study_design_scores_gemma":[0.00000723835,0.00004414559,0.4888402,0.0006608486,0.00006345179,0.0001547329,0.4528535,0.0001704609,0.0002093738,0.0006843036,0.05624996,0.00006180343],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9290977,0.003570251,0.0003439916,0.02784343,0.0002979595,0.00003136923,0.0004055157,0.00001149465,0.03839843],"genre_scores_gemma":[0.9818777,0.00175801,0.0002436491,0.002162509,0.00003836773,0.00002591183,0.0001677464,0.000010287,0.01371585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06128037,"threshold_uncertainty_score":0.2059501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1473295934491703,"score_gpt":0.3893872752830477,"score_spread":0.2420576818338774,"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."}}