{"id":"W4414860588","doi":"10.1016/j.jslw.2025.101252","title":"Timely and timeless topic: Global Englishes in L2 writing pedagogy and challenges","year":2025,"lang":"en","type":"article","venue":"Journal of Second Language Writing","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Timeless; Genre analysis; Higher education","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":[0.01855037,0.0004196269,0.0005958803,0.001555782,0.006272265,0.02110447,0.002142529,0.003856394,0.01718111],"category_scores_gemma":[0.03704459,0.000346366,0.0002817046,0.001713361,0.006230881,0.02108021,0.01318528,0.008343358,0.002783054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004605863,"about_ca_system_score_gemma":0.0158837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004325871,"about_ca_topic_score_gemma":0.008583128,"domain_scores_codex":[0.9903033,0.005461976,0.0003830925,0.001170608,0.001584456,0.001096433],"domain_scores_gemma":[0.9559585,0.02336266,0.002519284,0.001913188,0.004340281,0.01190602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002906513,0.0007474879,0.02103938,0.00135699,0.00003138664,0.00127938,0.3355396,0.0003361417,0.002897064,0.2012576,0.06213884,0.3730856],"study_design_scores_gemma":[0.00007649718,0.0002475696,0.01417347,0.001742318,0.00003811511,0.00103947,0.5121228,0.000897507,0.002902996,0.08618221,0.3805093,0.00006772397],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4669581,0.008574678,0.01072116,0.2814205,0.002498975,0.0001429848,0.0002042213,0.0004388301,0.2290404],"genre_scores_gemma":[0.9593027,0.002072144,0.002644617,0.006458834,0.0006215281,0.0001104811,0.00008989932,0.0003385767,0.02836119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02110447,"threshold_uncertainty_score":0.09810495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01918072192263082,"score_gpt":0.2785666489944589,"score_spread":0.2593859270718281,"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."}}