{"id":"W4402832837","doi":"10.1080/15348458.2024.2398524","title":"Creative Maladjustment and Creative Subversion of Kazakhstan’s English Teachers: Doing Translanguaging in Concealment","year":2024,"lang":"en","type":"article","venue":"Journal of Language Identity & Education","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Subversion; Translanguaging; Sociology; Psychology; Pedagogy; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007244255,0.0001097506,0.0002168004,0.0004060859,0.00008232939,0.0002219349,0.00009002923,0.00003450745,0.001147099],"category_scores_gemma":[0.00009373152,0.00009424992,0.00008746322,0.00007501474,0.00007417056,0.001009929,0.00001235311,0.000341575,0.000002287587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001767445,"about_ca_system_score_gemma":0.0001722068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005950246,"about_ca_topic_score_gemma":0.001967897,"domain_scores_codex":[0.9989821,0.0001575512,0.0003808745,0.00012859,0.0002276441,0.0001232121],"domain_scores_gemma":[0.9994207,0.0001078067,0.0002192402,0.000073502,0.0001287056,0.00005006344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002121803,0.0001262529,0.001558675,0.0001645857,0.00008379765,0.00004457988,0.9384311,0.00001331358,0.0007673447,0.005753474,0.0002785664,0.05275711],"study_design_scores_gemma":[0.0004070027,0.0001379235,0.003292303,0.001395238,0.000129745,0.00002396294,0.9886911,0.00005196156,0.0005937811,0.0001373702,0.005012637,0.0001269903],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9646215,0.02021304,0.0001475941,0.000151171,0.0007504337,0.0001053992,0.000006896173,0.00001833583,0.01398561],"genre_scores_gemma":[0.9967144,0.0001397958,0.0003113935,0.00004983617,0.0006195096,0.000002569624,0.000009348482,0.00001320946,0.002139907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05263012,"threshold_uncertainty_score":0.999766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0102272657949208,"score_gpt":0.2805199927937344,"score_spread":0.2702927269988136,"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."}}