{"id":"W4416925998","doi":"10.1080/13488678.2025.2595374","title":"Persian English and Local Resistance: Sociolinguistic Attitudes and Ideological Challenges","year":2025,"lang":"en","type":"article","venue":"Asian Englishes","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Ideology; Persian; Context (archaeology); Discourse analysis","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":[],"consensus_categories":[],"category_scores_codex":[0.0004551423,0.0001094462,0.0001626562,0.00007236323,0.0004690124,0.0001019722,0.0001323723,0.0001586028,0.00008868307],"category_scores_gemma":[0.00315375,0.0001050416,0.00003070333,0.0001128405,0.001362506,0.00008638122,0.00004586951,0.000168456,0.000003074756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000504878,"about_ca_system_score_gemma":0.0001877441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004434104,"about_ca_topic_score_gemma":0.0061629,"domain_scores_codex":[0.9990118,0.0001776958,0.0001402467,0.0002761992,0.0001319755,0.0002620716],"domain_scores_gemma":[0.9992455,0.0003018932,0.00003496536,0.0001191359,0.0001480573,0.000150422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001394363,0.00004685448,0.007269377,0.00009388661,0.00002314194,0.000003825561,0.2559083,2.602189e-7,6.946599e-7,0.6801704,0.002206095,0.05426333],"study_design_scores_gemma":[0.0002866616,0.00001919752,0.08402825,0.00008550752,0.00002189474,3.144863e-7,0.2338569,0.000004696923,0.000007109144,0.009540807,0.6719619,0.0001867496],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05413688,0.009612786,0.00002471668,0.01461918,0.0007884212,0.0001744061,0.000003906942,0.000168127,0.9204715],"genre_scores_gemma":[0.9915815,0.001722468,0.000256974,0.0004318119,0.0007157029,0.00001124565,0.000001716248,0.000005599247,0.005273003],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9374446,"threshold_uncertainty_score":0.5020211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03782061255922672,"score_gpt":0.3979357565539599,"score_spread":0.3601151439947331,"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."}}