{"id":"W4411930233","doi":"10.7202/1118369ar","title":"Défis d’intégration scolaire des élèves immigrants au Québec et contributions des enseignants issus de l’immigration","year":2025,"lang":"fr","type":"article","venue":"Alterstice Revue internationale de la recherche interculturelle","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Immigration; Political science","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":[0.003915945,0.0003309355,0.0004414014,0.001437084,0.0135826,0.005080632,0.001078707,0.0007883771,0.004708647],"category_scores_gemma":[0.007731078,0.0002751849,0.0002014531,0.001858232,0.006348603,0.001622396,0.003785644,0.001653926,0.0002688286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02253284,"about_ca_system_score_gemma":0.03042967,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9150084,"about_ca_topic_score_gemma":0.9584444,"domain_scores_codex":[0.9968114,0.0008933113,0.0001287364,0.0002739474,0.0009631661,0.0009294586],"domain_scores_gemma":[0.9947959,0.001149591,0.0006245109,0.0001335801,0.0019714,0.001325045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0000439965,0.0000576826,0.1252569,0.00009664174,0.00001959167,0.0006671511,0.8521361,0.00006425074,0.0005548199,0.004369067,0.001470711,0.01526307],"study_design_scores_gemma":[0.000003868237,0.00002630915,0.1372856,0.0002020324,0.00001400262,0.00008075453,0.8503804,0.00008321663,0.0001477982,0.0002138555,0.01154013,0.00002202405],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893287,0.0004036094,0.0000997709,0.0012871,0.00002181115,0.00002232572,0.00004470332,0.000002600108,0.008789361],"genre_scores_gemma":[0.9935871,0.0004931469,0.000116037,0.000271824,0.00000491966,0.00002940815,0.00004282119,0.000003983116,0.00545072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08499163,"threshold_uncertainty_score":0.1709843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1474004415014935,"score_gpt":0.4540049099427289,"score_spread":0.3066044684412353,"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."}}