{"id":"W4411146264","doi":"10.5206/cie-eci.v54i1.21125","title":"L'équité en acte : retour sur l'expérience d'étudiant.e.s d'origine immigrante inscrit.e.s dans un dispositif novateur de formation initiale en enseignement en Alberta","year":2025,"lang":"fr","type":"article","venue":"Comparative and International Education","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Humanities; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001572047,0.0002967911,0.0003055843,0.0002563363,0.0006879651,0.0001824109,0.0004849973,0.0002251608,0.0002649294],"category_scores_gemma":[0.0009523943,0.0003330289,0.0001015966,0.0005721436,0.0006543638,0.001387283,0.00008787887,0.0003765255,0.00005451989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009311373,"about_ca_system_score_gemma":0.001501737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005503937,"about_ca_topic_score_gemma":0.002549296,"domain_scores_codex":[0.9970755,0.001129039,0.00063031,0.0004622658,0.0003148169,0.000388099],"domain_scores_gemma":[0.9966502,0.00188651,0.000313091,0.0001811323,0.0008302976,0.0001387583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004842886,0.0008312507,0.009825677,0.00009723711,0.0002537285,7.61244e-7,0.6328948,0.00004460069,0.001333253,0.3104091,0.01674223,0.02751894],"study_design_scores_gemma":[0.0006912376,0.0001330896,0.1806933,0.0006929328,0.0001580122,0.00002390419,0.4442838,0.002131492,0.001973787,0.0154287,0.3532623,0.0005273607],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8771731,0.002646717,0.00597319,0.05841297,0.008434816,0.0005514018,0.0000617554,0.00003432015,0.04671172],"genre_scores_gemma":[0.9545766,0.003291517,0.001583999,0.001360475,0.002605128,0.0002133684,0.0004981466,0.00001314238,0.0358576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3365201,"threshold_uncertainty_score":0.9999122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1224479658487423,"score_gpt":0.4313895265898356,"score_spread":0.3089415607410933,"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."}}