{"id":"W2803091408","doi":"10.1111/weng.12305","title":"Unpacking research and practice in world Englishes and Second Language Acquisition","year":2018,"lang":"en","type":"article","venue":"World Englishes","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; University of British Columbia","funders":"","keywords":"Unpacking; Macro; Ideology; Sociology; World Englishes; Second-language acquisition; Language education; Neoliberalism (international relations); Linguistics; Language acquisition; Pedagogy; Politics; Political science; Mathematics education; Social science; Psychology; Computer science","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":[0.1047421,0.0004472919,0.0008459412,0.006600606,0.007819154,0.02476825,0.002547385,0.00349599,0.005858636],"category_scores_gemma":[0.07615905,0.0004750881,0.0003784389,0.008384666,0.05852035,0.0247868,0.01207833,0.005211313,0.000395724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01393322,"about_ca_system_score_gemma":0.03503677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01590588,"about_ca_topic_score_gemma":0.02102701,"domain_scores_codex":[0.9480817,0.04187443,0.001555435,0.002842526,0.003535437,0.002110514],"domain_scores_gemma":[0.6890365,0.2689677,0.008966517,0.009737673,0.01491999,0.008371606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003653543,0.0002517662,0.01337113,0.00130839,0.00003937439,0.0004281668,0.4985485,0.0002123193,0.0005199611,0.4015756,0.004804518,0.0789037],"study_design_scores_gemma":[0.00001684797,0.00007516522,0.00800161,0.005139007,0.0000179805,0.0001490605,0.8295757,0.0002801807,0.0004323429,0.0735363,0.08274945,0.00002640455],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3178488,0.1104,0.009479555,0.3559918,0.001920016,0.0001936313,0.00009865139,0.00006823015,0.2039994],"genre_scores_gemma":[0.969321,0.01896654,0.00302003,0.00431901,0.0002840858,0.0001137085,0.00002441297,0.00001842059,0.003932848],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1047421,"threshold_uncertainty_score":0.553936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04320647300501142,"score_gpt":0.3214469125325958,"score_spread":0.2782404395275844,"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."}}