{"id":"W4390046588","doi":"10.4018/978-1-6684-8761-7.ch002","title":"Negotiating Language and Cultural Identity in Multicultural Contexts in Canada","year":2023,"lang":"en","type":"book-chapter","venue":"Advances in educational technologies and instructional design book series","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Negotiation; Multiculturalism; Identity (music); Grounded theory; Sociology; Pedagogy; Identity negotiation; Language barrier; Qualitative research; Gender studies; Psychology; Linguistics; Social science; Aesthetics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002044294,0.0003822873,0.0003675247,0.001377067,0.02455627,0.0104161,0.001563007,0.001070328,0.002991835],"category_scores_gemma":[0.0031173,0.0002910219,0.0001998632,0.003454341,0.01420873,0.002627627,0.004709298,0.001757928,0.000202921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1215947,"about_ca_system_score_gemma":0.1766801,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9833014,"about_ca_topic_score_gemma":0.9949892,"domain_scores_codex":[0.9974039,0.0005846273,0.00005344188,0.0002055933,0.0009095424,0.0008428795],"domain_scores_gemma":[0.9980325,0.0008382007,0.0001259425,0.00005211132,0.0004247322,0.0005264422],"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":[0.00002943541,0.00003383868,0.00836548,0.000158917,0.000006139785,0.0009148935,0.8645859,0.0002728669,0.0008616553,0.04738511,0.005735001,0.07165093],"study_design_scores_gemma":[0.000005460377,0.00002225078,0.01452511,0.0003259343,0.00000944375,0.0003159078,0.8164126,0.0003241083,0.0005063773,0.003905986,0.1636074,0.0000394157],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.804944,0.01131077,0.001914937,0.01204628,0.0001866503,0.0000938089,0.0001129486,0.00005879684,0.1693319],"genre_scores_gemma":[0.9665338,0.004251477,0.001526797,0.0006487685,0.00001151121,0.00002964716,0.00005058117,0.00002900436,0.02691829],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1215947,"threshold_uncertainty_score":0.8822358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0305947585106185,"score_gpt":0.3710658612774347,"score_spread":0.3404711027668162,"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."}}