{"id":"W6999600355","doi":"","title":"The Decentering of Native English Speaking Teachers in English as a Lingua Franca Contexts","year":2022,"lang":"en","type":"article","venue":"Digital Commons - Hamline (Hamline University)","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lingua franca; English as a lingua franca; First language; Foreign language; Multilingualism; Focus (optics); Certificate; Language education","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007099615,0.0001633368,0.0002494595,0.0003996589,0.001170591,0.00009721505,0.0007722727,0.00007141979,0.0001673619],"category_scores_gemma":[0.003778335,0.0001743686,0.0001431823,0.001255638,0.0004010027,0.0004242372,0.0004106866,0.0006282424,0.000004992368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004336367,"about_ca_system_score_gemma":0.0006272516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003801926,"about_ca_topic_score_gemma":0.009372279,"domain_scores_codex":[0.9981447,0.0004113702,0.0003411536,0.0002660193,0.0004081676,0.0004286071],"domain_scores_gemma":[0.997859,0.001034684,0.0002560999,0.0002635572,0.0004335158,0.0001531317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003129585,0.0005939993,0.04325985,0.00001484451,0.00009850621,0.00005836674,0.8374186,0.0004935894,0.00001202208,0.05909104,0.0009851462,0.05766112],"study_design_scores_gemma":[0.000766438,0.00005975673,0.0006507087,0.00002611809,0.000008414692,4.663638e-7,0.1755223,0.00006420772,0.00002007883,0.0001178177,0.8226049,0.0001588198],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6792156,0.0001308025,0.00001773651,0.0005109583,0.0007046552,0.0002990103,0.00007881891,0.0001063997,0.318936],"genre_scores_gemma":[0.9907586,0.00004891837,0.00002915729,0.0001308487,0.0003210592,0.000002649065,0.00003563265,0.00001696805,0.008656189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8216197,"threshold_uncertainty_score":0.9003356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02347047140858352,"score_gpt":0.3259934911110092,"score_spread":0.3025230197024256,"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."}}