{"id":"W4411930579","doi":"10.7202/1118362ar","title":"Les enseignants issus de l’immigration et leurs apports potentiels à la réussite scolaire et éducative des élèves issus de l’immigration : introduction et mise en contexte du numéro thématique","year":2025,"lang":"fr","type":"article","venue":"Alterstice Revue internationale de la recherche interculturelle","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003289376,0.0004133153,0.0003764204,0.002081839,0.006151193,0.008239265,0.0008995051,0.002126046,0.0116759],"category_scores_gemma":[0.006856679,0.0002301018,0.0003941657,0.002611059,0.006446737,0.004593526,0.005471446,0.002718365,0.001290463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005176328,"about_ca_system_score_gemma":0.009653257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02179003,"about_ca_topic_score_gemma":0.04351475,"domain_scores_codex":[0.996473,0.001735313,0.0001512079,0.000351693,0.000737411,0.000551249],"domain_scores_gemma":[0.9934351,0.00361056,0.0008117762,0.0001925998,0.001099295,0.0008506133],"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":[0.0001119474,0.0001747036,0.06436093,0.001713192,0.00004084385,0.001320643,0.5608393,0.0002440254,0.0009429971,0.1390067,0.01783391,0.2134109],"study_design_scores_gemma":[0.000008100775,0.0001295289,0.07096377,0.004761599,0.00004231828,0.001036812,0.5534008,0.000221016,0.0004391515,0.01520158,0.3537341,0.00006125049],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"editorial","genre_scores_codex":[0.5774769,0.0573902,0.00568853,0.08054947,0.002691134,0.00009877932,0.0002528283,0.0000641747,0.2757879],"genre_scores_gemma":[0.8822395,0.05036176,0.00400041,0.004528728,0.0009949862,0.0001849734,0.0001831551,0.00006240496,0.05744405],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02179003,"threshold_uncertainty_score":0.04332638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2451707849187164,"score_gpt":0.4526271242676971,"score_spread":0.2074563393489807,"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."}}