{"id":"W2885328950","doi":"10.1075/wlp.6.09ric","title":"The promise and pitfalls of global English","year":2018,"lang":"en","type":"book-chapter","venue":"Studies in world language problems","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"History; 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":[0.002084511,0.0003994339,0.0003320147,0.0007693124,0.002199869,0.006580404,0.0005565412,0.001404361,0.008143182],"category_scores_gemma":[0.001941916,0.0001048717,0.0002500933,0.0008928347,0.01369312,0.009701043,0.004019429,0.003845531,0.001069523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002351838,"about_ca_system_score_gemma":0.002583435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004055965,"about_ca_topic_score_gemma":0.005882605,"domain_scores_codex":[0.9985389,0.0008285952,0.00003201166,0.0001430941,0.0002391207,0.0002183211],"domain_scores_gemma":[0.9988181,0.0006752957,0.00005518985,0.0001406081,0.0001343558,0.0001764321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001134048,0.000008124566,0.0002307611,0.00008735822,0.00000363369,0.00008231542,0.005810861,0.00008463764,0.00008059107,0.9589532,0.01248558,0.02216165],"study_design_scores_gemma":[0.000006897159,0.00002704736,0.001090062,0.0006871129,0.00001015566,0.0001651372,0.01456158,0.0001707701,0.0001741422,0.2578199,0.7252762,0.00001109051],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02194922,0.05873463,0.002223229,0.1207206,0.001918542,0.00001576233,0.0000476204,0.00005853444,0.7943318],"genre_scores_gemma":[0.7621331,0.06700952,0.001908058,0.02184611,0.002421941,0.00007317746,0.00009086962,0.0001713557,0.1443459],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.008143182,"threshold_uncertainty_score":0.02724165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07189220762704138,"score_gpt":0.4448243396134163,"score_spread":0.3729321319863749,"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."}}