{"id":"W4412064165","doi":"10.5430/ijhe.v14n4p1","title":"Ethnocentrism, Power, and the Dominance of Western Academic Writing Conventions in Higher Education","year":2025,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethnocentrism; Dominance (genetics); Power (physics); Mathematics education; Sociology; Psychology; Pedagogy; Social psychology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01716802,0.0002919529,0.0004246752,0.00363481,0.007633507,0.01046164,0.0008142468,0.001208801,0.001420935],"category_scores_gemma":[0.01802171,0.0003042508,0.0001962591,0.00182585,0.07371923,0.007010826,0.007977067,0.00261344,0.0001070811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003407591,"about_ca_system_score_gemma":0.00246961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008276947,"about_ca_topic_score_gemma":0.01102301,"domain_scores_codex":[0.9835171,0.01151294,0.0005067133,0.001338497,0.002344603,0.0007800591],"domain_scores_gemma":[0.9765744,0.01617752,0.003241205,0.002174507,0.001081138,0.000751222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004276498,0.00002637905,0.01389738,0.00007328457,0.00001820409,0.0002297665,0.7353753,0.00008878713,0.0005327289,0.2294769,0.0006250182,0.01961353],"study_design_scores_gemma":[0.00003862194,0.0000943749,0.04317989,0.0006802602,0.00004284578,0.00109609,0.6170499,0.0007089417,0.002154372,0.2800491,0.05482107,0.00008451204],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8624512,0.002576362,0.007563579,0.00775228,0.0001441008,0.00002727554,0.00001631283,0.00001957491,0.1194493],"genre_scores_gemma":[0.9985952,0.0001698891,0.0002231,0.0002355323,0.00002747417,0.000005406932,0.000002578542,0.000006749634,0.0007340377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9923665,"threshold_uncertainty_score":0.09079421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02425484310609312,"score_gpt":0.4163457673342797,"score_spread":0.3920909242281866,"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."}}