{"id":"W4386851088","doi":"10.1080/15427587.2023.2242991","title":"Translanguaging in higher education: experiences and recommendations of international graduate students from the Global South","year":2023,"lang":"en","type":"article","venue":"Critical Inquiry in Language Studies","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Christian Studies; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Translanguaging; Sociology; Pedagogy; Graduate students; Higher education; International education; Mathematics education; Political science; Psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002519774,0.00008749183,0.0001446278,0.00007056315,0.0001259432,0.00008952133,0.000175403,0.00001869405,0.0005337918],"category_scores_gemma":[0.0003177904,0.00006299468,0.00002663553,0.00009294797,0.0005108743,0.0001280982,0.00008729401,0.000149811,0.000008471364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002485999,"about_ca_system_score_gemma":0.00001186798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009859363,"about_ca_topic_score_gemma":0.001113119,"domain_scores_codex":[0.9991985,0.0001092282,0.0002202374,0.000166246,0.0001617628,0.00014404],"domain_scores_gemma":[0.9993191,0.0005005773,0.00002790806,0.00009335875,0.00003903107,0.00002002966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000005793758,0.00004838126,0.01658752,0.00001550206,0.00003464931,0.0000142289,0.9519951,0.000001297326,0.000002693874,0.0225422,0.0006218317,0.008130816],"study_design_scores_gemma":[0.0001872744,0.00001130032,0.02134043,0.0001580188,0.00001092867,6.310951e-7,0.9754702,0.00001130525,0.000003973324,0.001017749,0.001713013,0.00007517692],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809316,0.005058404,0.00000174741,0.00950399,0.00186887,0.00006614055,0.00003029925,0.00003952939,0.002499386],"genre_scores_gemma":[0.9980711,0.00005906645,0.00003899673,0.0007456929,0.0005697645,0.00005749032,0.00002210082,0.000005650717,0.0004301338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02347511,"threshold_uncertainty_score":0.5844647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2096807540208369,"score_gpt":0.4414861531557295,"score_spread":0.2318053991348926,"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."}}