{"id":"W4409835498","doi":"10.59944/postaxial.v3i1.414","title":"Strategies for the Internationalization of Higher Education: Opportunities and Challenges in a Globalized World","year":2025,"lang":"en","type":"article","venue":"International Journal of Post Axial Futuristic Teaching and Learning","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Internationalization; Globalization; Political science; Economic geography; Higher education; Engineering ethics; Business; Geography; International trade; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.008094971,0.0007552012,0.0004037318,0.002161466,0.005866245,0.01604891,0.001181375,0.002285546,0.007223139],"category_scores_gemma":[0.006742208,0.0002207983,0.0004664666,0.003871858,0.01232943,0.01135883,0.01251695,0.003937929,0.0006861361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00555567,"about_ca_system_score_gemma":0.01660144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003473537,"about_ca_topic_score_gemma":0.004603704,"domain_scores_codex":[0.995279,0.002286896,0.0002128896,0.0004155677,0.0005745285,0.001231242],"domain_scores_gemma":[0.9937857,0.001467987,0.0008879974,0.0005629808,0.0008312766,0.002463985],"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":[0.00003674756,0.0001264928,0.008636646,0.0006174949,0.00003014493,0.0006080526,0.07434505,0.0005787169,0.0006165022,0.6929153,0.02351801,0.1979709],"study_design_scores_gemma":[0.00002128255,0.0001316552,0.01170533,0.002330546,0.0000209068,0.0007098314,0.2147691,0.0004297601,0.00065929,0.2087874,0.5603822,0.00005263624],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1533991,0.03130129,0.0132629,0.2659769,0.002079545,0.0002624783,0.00007138226,0.0001739692,0.5334724],"genre_scores_gemma":[0.9515955,0.01203725,0.007290946,0.007185211,0.0003788152,0.0001501368,0.00006736672,0.00007475421,0.02122005],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01604891,"threshold_uncertainty_score":0.0428108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04955170102115398,"score_gpt":0.370095545825055,"score_spread":0.320543844803901,"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."}}