{"id":"W4389859547","doi":"10.5539/elt.v17n1p1","title":"Translanguaging in the Saudi EMI Classroom: When University Instructors Talk","year":2023,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Translanguaging; Context (archaeology); Psychology; Pedagogy; Qualitative research; Mathematics education; Sociology; Social science","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":[0.001884306,0.0004503426,0.0003242921,0.0006197548,0.00648195,0.004215025,0.0008544127,0.001314546,0.003398805],"category_scores_gemma":[0.005801394,0.000267532,0.0002694185,0.000445264,0.002635306,0.002221786,0.003904441,0.001628128,0.001169355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001613422,"about_ca_system_score_gemma":0.001834979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002522147,"about_ca_topic_score_gemma":0.005948077,"domain_scores_codex":[0.9981288,0.001001774,0.0000768106,0.0001836018,0.0002899623,0.0003189534],"domain_scores_gemma":[0.9973003,0.0007043392,0.0005909943,0.0001668032,0.000451921,0.0007857303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001744159,0.0002390992,0.03601396,0.0002714462,0.00001334357,0.004556327,0.9100883,0.00008026912,0.006787237,0.001653507,0.003325437,0.03679667],"study_design_scores_gemma":[0.000007160511,0.0001585776,0.01491317,0.0001843461,0.0000162809,0.001108189,0.9478402,0.0001562082,0.001825275,0.0004288339,0.03332266,0.00003913809],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885704,0.0005247141,0.0009714499,0.001416987,0.0001315157,0.00003278841,0.00001991108,0.00005215264,0.008280157],"genre_scores_gemma":[0.9937328,0.0003462565,0.0005197868,0.0004795312,0.00003128084,0.0000188364,0.00001858772,0.0000242566,0.004828635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00648195,"threshold_uncertainty_score":0.01170623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01390508992867677,"score_gpt":0.2171124991689554,"score_spread":0.2032074092402786,"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."}}