{"id":"W3139247735","doi":"10.5539/elt.v14n4p16","title":"The Future of English and Its Varieties: An Applied Linguistic Perspective","year":2021,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lingua franca; Linguistics; Perspective (graphical); Dominance (genetics); Psychology; English as a lingua franca; English language; Varieties of English; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002190252,0.000340003,0.0003165036,0.002273252,0.003959524,0.01103141,0.0009331195,0.001650688,0.001480254],"category_scores_gemma":[0.002475454,0.000133753,0.0002577168,0.00230391,0.03446737,0.008874014,0.003500289,0.002389532,0.0001397096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004946693,"about_ca_system_score_gemma":0.001796039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006015593,"about_ca_topic_score_gemma":0.005505537,"domain_scores_codex":[0.9975673,0.001796727,0.00007242693,0.0001834131,0.0001932264,0.0001869388],"domain_scores_gemma":[0.9973578,0.00184361,0.0002523131,0.0001537943,0.0002169212,0.0001756246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001203374,0.00001732879,0.001998956,0.00008457069,0.000003975004,0.00027966,0.07046362,0.0002493748,0.0001694558,0.9170473,0.000469351,0.009204296],"study_design_scores_gemma":[0.000005255151,0.00006395982,0.006917269,0.0005008689,0.00001450328,0.0007203459,0.2764387,0.0009980337,0.0002637408,0.5745633,0.1394883,0.00002560662],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3244661,0.04893256,0.01108023,0.06445308,0.0005608779,0.00003972423,0.000112984,0.000040168,0.5503143],"genre_scores_gemma":[0.9874756,0.008232776,0.0008282354,0.0004808435,0.0002059717,0.00001401881,0.00001677516,0.000009054167,0.002736821],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01103141,"threshold_uncertainty_score":0.03589094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008166438547020686,"score_gpt":0.2909157337328948,"score_spread":0.2827492951858741,"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."}}