{"id":"W4409519188","doi":"10.5539/ells.v15n2p11","title":"Teach Us English But Without Its Cultural Values","year":2025,"lang":"en","type":"article","venue":"English Language and Literature Studies","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Linguistics; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003134869,0.0002785606,0.0003256813,0.0005120592,0.004539673,0.007339363,0.0003790735,0.001527472,0.005795901],"category_scores_gemma":[0.003885813,0.0001075672,0.0001902723,0.0005141292,0.01308339,0.004414426,0.003270529,0.003485895,0.002007283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004111282,"about_ca_system_score_gemma":0.008736542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01606008,"about_ca_topic_score_gemma":0.03037591,"domain_scores_codex":[0.9979037,0.001030207,0.00008353029,0.0001654267,0.0004580128,0.0003591588],"domain_scores_gemma":[0.9966097,0.001059927,0.0003401619,0.0003663719,0.0005006787,0.001123176],"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":[0.00003797913,0.0001279323,0.005429215,0.0004750781,0.00002671019,0.0005395404,0.09714274,0.0001519013,0.003181488,0.6577017,0.06063936,0.1745462],"study_design_scores_gemma":[0.00001020087,0.00008610193,0.005820722,0.0008080875,0.00001866968,0.0004157659,0.03031172,0.0000826071,0.0007724125,0.06701607,0.8946341,0.00002371186],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06201737,0.02981877,0.006265301,0.3722991,0.002677594,0.00004964177,0.00009174782,0.0001374748,0.526643],"genre_scores_gemma":[0.8519316,0.01682629,0.003947248,0.03946046,0.001295845,0.00005768515,0.00005562169,0.00007078558,0.0863544],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01606008,"threshold_uncertainty_score":0.03193319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02363266242834403,"score_gpt":0.4291249977014067,"score_spread":0.4054923352730627,"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."}}