{"id":"W4394990104","doi":"10.1016/j.heliyon.2024.e29887","title":"“Would you take a pay cut? We're looking for Caucasians”. How whiteness can affect White, Black and Muslim female ‘native-speaker’ English language teachers","year":2024,"lang":"en","type":"article","venue":"Heliyon","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"King Faisal University; Deanship of Scientific Research, King Faisal University","keywords":"Affect (linguistics); White (mutation); First language; English language; Psychology; Linguistics; Sociology; Mathematics education; Communication; Philosophy; Chemistry","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":[0.0007314465,0.0002133781,0.0002228152,0.0001757257,0.0003621367,0.0004950341,0.0001847995,0.0002649703,0.0002100241],"category_scores_gemma":[0.0008334542,0.0001797438,0.0001125092,0.0004265139,0.0002358317,0.0002251262,0.00003327018,0.0003879902,0.00001367528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001711934,"about_ca_system_score_gemma":0.000409042,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001322725,"about_ca_topic_score_gemma":0.01835817,"domain_scores_codex":[0.9983997,0.0002155069,0.000164434,0.0004378378,0.0002798071,0.000502762],"domain_scores_gemma":[0.9991155,0.0002498791,0.00006748169,0.0001938832,0.0001233954,0.0002498708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00000893405,0.00003706745,0.003758965,0.0005276903,0.00003319279,0.00001118904,0.9531951,0.000004653385,0.0001491325,0.001139975,0.001953805,0.03918033],"study_design_scores_gemma":[0.0003174381,0.00004675183,0.002151775,0.0004326104,0.00004560241,0.000001154761,0.4987863,0.0001334132,0.0003442063,0.00003067078,0.4974017,0.0003084477],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9317976,0.003129357,0.0001366515,0.02611526,0.001701596,0.001039716,0.0001537777,0.0003985238,0.03552757],"genre_scores_gemma":[0.9583723,0.0006774624,0.0001678071,0.0006125674,0.001930328,0.00007373728,0.00002646531,0.00004472573,0.03809462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4954479,"threshold_uncertainty_score":0.9995542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04883590253938071,"score_gpt":0.3962373276713487,"score_spread":0.347401425131968,"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."}}