{"id":"W4375932245","doi":"10.7202/1098344ar","title":"« En français, s’il vous plait » : défis à l’utilisation du français chez les étudiant⋅e⋅s internationaux⋅les à Montréal","year":2022,"lang":"fr","type":"article","venue":"Revue des sciences de l éducation","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; French; Political science; Art; 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":[0.006206613,0.0004267099,0.0004104632,0.001924403,0.01242994,0.008932386,0.001537195,0.001874931,0.00884498],"category_scores_gemma":[0.01630608,0.0003200516,0.0003187401,0.004548868,0.01231925,0.004350483,0.004814473,0.003424583,0.0008511522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03885622,"about_ca_system_score_gemma":0.05561438,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9296817,"about_ca_topic_score_gemma":0.9488736,"domain_scores_codex":[0.9906361,0.002687,0.00033372,0.0008013632,0.00267847,0.002863437],"domain_scores_gemma":[0.9833382,0.003262585,0.00183293,0.0005525006,0.0063342,0.004679583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002202141,0.0001053879,0.06925574,0.0005284153,0.00007888573,0.001182389,0.4236147,0.0003323398,0.002185707,0.2834496,0.07460639,0.1444403],"study_design_scores_gemma":[0.00003269091,0.00008857839,0.1567757,0.001398999,0.00005553089,0.0003907885,0.2219995,0.0003052276,0.0007904436,0.00810864,0.6098644,0.0001894714],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.527238,0.02028,0.003109224,0.1385126,0.001237803,0.0001126954,0.001266996,0.00008759048,0.3081551],"genre_scores_gemma":[0.9479887,0.004752453,0.0009405336,0.005921522,0.0001209728,0.00005571173,0.0002135368,0.00007242007,0.03993427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07031834,"threshold_uncertainty_score":0.2819229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1291799911454214,"score_gpt":0.3028933520971849,"score_spread":0.1737133609517635,"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."}}