{"id":"W4403701836","doi":"10.1111/ijal.12634","title":"An inconvenient truth: When ideologies of multilingualism lead to auto‐inflicted epistemic exclusion by multilingual students in higher education","year":2024,"lang":"en","type":"article","venue":"International Journal of Applied Linguistics","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multilingualism; Ideology; Sociology; Epistemology; Psychology; Linguistics; Pedagogy; Political science; Philosophy; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01109534,0.0002575827,0.000386892,0.001492907,0.009784075,0.01081932,0.0008626727,0.001415577,0.002089394],"category_scores_gemma":[0.01936582,0.0003001398,0.0002640719,0.000991046,0.03695233,0.005247379,0.009247977,0.003765696,0.0001347505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004931422,"about_ca_system_score_gemma":0.006250194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01390113,"about_ca_topic_score_gemma":0.02037461,"domain_scores_codex":[0.9890726,0.006267505,0.0003495693,0.0007359277,0.001797048,0.001777276],"domain_scores_gemma":[0.9794371,0.01293969,0.003023579,0.001378511,0.001748062,0.001473041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009356521,0.00003917388,0.02232177,0.00004663354,0.0000155744,0.0006436905,0.8630087,0.0001063413,0.0008729408,0.1059102,0.00052849,0.006412828],"study_design_scores_gemma":[0.00001257699,0.00002541833,0.01185296,0.0001206888,0.00001364547,0.0002018357,0.9435092,0.0002893455,0.001042063,0.03158898,0.01131397,0.00002936749],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9566894,0.0001717645,0.001203099,0.003032048,0.00004466806,0.000009598984,0.00001289144,0.000009719138,0.03882667],"genre_scores_gemma":[0.9995685,0.00001838606,0.00005105334,0.0000722864,0.000004603916,0.000002356654,0.000002176466,0.00000358081,0.0002769317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01390113,"threshold_uncertainty_score":0.05867851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05761864046062051,"score_gpt":0.476287710453806,"score_spread":0.4186690699931855,"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."}}