{"id":"W2114065895","doi":"10.1017/s0261444808005028","title":"Non-native English-speaking English language teachers: History and research","year":2008,"lang":"en","type":"article","venue":"Language Teaching","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":609,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"English language; Pedagogy; Identity (music); First language; Perception; Sociology; Graduate students; Linguistics; Psychology; Mathematics education; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.004362307,0.0002529219,0.0006861747,0.006284581,0.004288959,0.00801171,0.0009391695,0.00178552,0.005784584],"category_scores_gemma":[0.01124121,0.0005977052,0.000145012,0.01273327,0.01111539,0.006663718,0.002486823,0.002362066,0.001080159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003986996,"about_ca_system_score_gemma":0.007410944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009867949,"about_ca_topic_score_gemma":0.02180481,"domain_scores_codex":[0.9975221,0.0009261814,0.0002300629,0.0005655581,0.0005038995,0.0002520958],"domain_scores_gemma":[0.9745594,0.01958064,0.001579687,0.0005613314,0.002053883,0.00166504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001367163,0.0004590596,0.03239638,0.008194878,0.00003403738,0.001815983,0.1572372,0.00008434317,0.0006453631,0.07583448,0.02242858,0.7007329],"study_design_scores_gemma":[0.00001076,0.0001990523,0.05500554,0.01999763,0.00003845924,0.002173386,0.1409018,0.00005714736,0.0005627251,0.01101206,0.7699839,0.00005755648],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03924933,0.8846053,0.0003317992,0.01820486,0.0007751652,0.00002782212,0.0001395862,0.000014382,0.05665175],"genre_scores_gemma":[0.2422541,0.7434774,0.0003599388,0.00321336,0.001063156,0.00005052003,0.0001403341,0.00002347176,0.009417742],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009867949,"threshold_uncertainty_score":0.02892786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05522483229316918,"score_gpt":0.3030193217344271,"score_spread":0.2477944894412579,"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."}}