{"id":"W2901038340","doi":"","title":"IMMIGRANT NON-NATIVE ENGLISH SPEAKING TEACHERS IN TESOL: THE NEGOTIATION OF PROFESSIONAL IDENTITIES","year":2018,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Office of International Science and Engineering; University of Toronto","keywords":"Negotiation; Immigration; Pedagogy; Sociology; Identity (music); Political science; Art; Social science; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005178408,0.0002597017,0.0003755526,0.0006676968,0.01257801,0.005697286,0.001262415,0.001168285,0.002265675],"category_scores_gemma":[0.008482074,0.0003237292,0.0002451188,0.0004783556,0.006748611,0.002574203,0.007302374,0.002014297,0.0003975279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004133664,"about_ca_system_score_gemma":0.008013536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03510946,"about_ca_topic_score_gemma":0.08022342,"domain_scores_codex":[0.9957632,0.002456929,0.0001235803,0.0002655426,0.0005200082,0.0008707214],"domain_scores_gemma":[0.9950194,0.001797542,0.0007331479,0.0001853906,0.0006249278,0.001639472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002794839,0.00005050096,0.01467288,0.00001975316,0.000002025567,0.001000642,0.9780957,0.00001834163,0.0005781566,0.001201745,0.0002285969,0.004103668],"study_design_scores_gemma":[0.000002508335,0.00001930793,0.002462462,0.00001937891,0.000001847008,0.0001423493,0.9946157,0.00003140589,0.00007957872,0.0001545517,0.002466657,0.000004208642],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941097,0.0001280736,0.0002245882,0.0005051266,0.00001522733,0.00001619498,0.000002339518,0.000003946773,0.004994837],"genre_scores_gemma":[0.9975938,0.0001205534,0.0001758489,0.0001504457,0.000004399923,0.00001086686,0.000005620336,0.000004182977,0.001934218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03510946,"threshold_uncertainty_score":0.06981021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01549728188207247,"score_gpt":0.3017399347908479,"score_spread":0.2862426529087755,"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."}}