{"id":"W4413063051","doi":"10.1111/ijal.12818","title":"Identity, Politics and Power: Stories of Teaching Language in Quebec","year":2025,"lang":"en","type":"article","venue":"International Journal of Applied Linguistics","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; McGill University","funders":"Social Sciences and Humanities Research Council of Canada; McGill University","keywords":"Identity (music); Negotiation; Sociology; Politics; Pedagogy; Power (physics); Isolation (microbiology); Linguistics; Psychology; Political science; Social science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.002634473,0.0007899096,0.0006202544,0.001635725,0.03975563,0.007860019,0.002566574,0.003467949,0.006535803],"category_scores_gemma":[0.005967871,0.0005154595,0.0003722523,0.001906656,0.01910156,0.003573498,0.005072456,0.005731021,0.0005003082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0701488,"about_ca_system_score_gemma":0.02755394,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9287903,"about_ca_topic_score_gemma":0.968973,"domain_scores_codex":[0.9950075,0.002501179,0.00005712609,0.0002697317,0.0005314522,0.001632828],"domain_scores_gemma":[0.9927961,0.003589354,0.0004775393,0.0001583252,0.0009546856,0.002023888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002458791,0.0000319218,0.002820826,0.00002366187,0.000004705816,0.001378136,0.9860253,0.00006873036,0.0002695968,0.002737255,0.003521833,0.003093498],"study_design_scores_gemma":[0.000002980287,0.00001266397,0.00263515,0.00006297759,0.000004537527,0.0001658183,0.9677563,0.0001094412,0.0001141596,0.0002244725,0.02889591,0.00001563873],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9457734,0.001337081,0.0007706351,0.01690667,0.0001675882,0.00006248419,0.0002497036,0.00004578509,0.03468662],"genre_scores_gemma":[0.9886001,0.0004349686,0.0001442004,0.0009552045,0.00002320088,0.00002579753,0.00004403631,0.00002710022,0.009745385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07120973,"threshold_uncertainty_score":0.5089675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01935360523479976,"score_gpt":0.4527265358757556,"score_spread":0.4333729306409558,"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."}}