{"id":"W4289521112","doi":"10.5430/ijhe.v11n5p134","title":"Internationalization of Curriculum in Omani Higher Education: Perceptions of Academic Staff in UTAS","year":2022,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Curriculum; Thematic analysis; Internationalization; Higher education; Medical education; Typology; Globe; Qualitative research; Institution; Quality (philosophy); Political science; Public relations; Psychology; Pedagogy; Sociology; Medicine; Geography; Social science; Business","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003764177,0.00009595838,0.0001762002,0.0009812744,0.00005261488,0.00003207681,0.0004107401,0.00003597894,0.01714328],"category_scores_gemma":[0.00004377044,0.0000976645,0.00008807327,0.0001325004,0.0000564607,0.0004229723,0.00005433815,0.0004763613,0.000004732421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003689909,"about_ca_system_score_gemma":0.0004093944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001284789,"about_ca_topic_score_gemma":0.0001123655,"domain_scores_codex":[0.9983022,0.0001726115,0.0007842265,0.0001178614,0.0005318393,0.00009132401],"domain_scores_gemma":[0.9985093,0.00007044664,0.0007934768,0.00008720371,0.0005085008,0.00003102878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001281972,0.004464742,0.2157693,0.00006876005,0.0001688629,0.000008759122,0.08505008,0.004225246,0.001202536,0.6370673,0.01199666,0.03984956],"study_design_scores_gemma":[0.002225051,0.0004452809,0.4500016,0.0009178711,0.00008432839,0.0001201078,0.1570443,0.0002349153,0.0001592365,0.01450768,0.3737716,0.0004880861],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784405,0.001207296,0.00001029368,0.00176378,0.006116374,0.00008368959,0.00001686718,0.00000656725,0.0123546],"genre_scores_gemma":[0.9884396,0.00002927039,0.0001122362,0.000245127,0.001052797,0.00002100232,0.00008852257,0.00001418071,0.009997305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6225596,"threshold_uncertainty_score":0.9837552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01729722922959689,"score_gpt":0.3215207637689235,"score_spread":0.3042235345393266,"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."}}