{"id":"W2975155526","doi":"10.19136/etie.a2n3.3058","title":"The Privileging of English Language Use in Academia: Critical Reflections from an International Doctoral Seminar","year":2019,"lang":"en","type":"article","venue":"Emerging Trends in Education","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Negotiation; Privilege (computing); Beijing; China; Lingua franca; English language; Sociology; Political science; Space (punctuation); Equity (law); Media studies; Pedagogy; Psychology; Social science; Linguistics; Law; Mathematics education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.05742177,0.002128121,0.001807091,0.003858057,0.09329335,0.02757978,0.006240331,0.01090605,0.004391832],"category_scores_gemma":[0.07126646,0.00145306,0.001029073,0.003291476,0.07649616,0.0130406,0.03112064,0.03302041,0.0008113787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04055207,"about_ca_system_score_gemma":0.03883165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09753064,"about_ca_topic_score_gemma":0.1264262,"domain_scores_codex":[0.9284003,0.0480415,0.001253191,0.003516917,0.006725895,0.01206227],"domain_scores_gemma":[0.9166192,0.04233409,0.003376452,0.002281983,0.01254999,0.02283825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000009677397,0.00001586508,0.0001927384,0.00001700811,0.000001418813,0.0002943184,0.9952218,0.000008535012,0.0001220042,0.002518081,0.0009151372,0.0006833968],"study_design_scores_gemma":[0.00000188228,0.00001011075,0.0001046201,0.00004311413,0.000001491735,0.00006253512,0.9870336,0.00001231039,0.00007036749,0.0003111666,0.01233674,0.00001194642],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.772634,0.005943266,0.004732997,0.1254278,0.004373413,0.0004213781,0.0001322604,0.0001700382,0.08616487],"genre_scores_gemma":[0.9734148,0.001597389,0.0007382963,0.00985541,0.0005169803,0.0001924674,0.00003122372,0.0001452256,0.01350828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9067066,"threshold_uncertainty_score":0.303679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04097832625680572,"score_gpt":0.3728336787124208,"score_spread":0.3318553524556151,"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."}}