{"id":"W2128176306","doi":"10.6017/ihe.2003.33.7391","title":"Updated Definition of Internationalization","year":2015,"lang":"en","type":"article","venue":"International Higher Education","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":417,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wellesley Institute","funders":"","keywords":"Internationalization; Higher education; Political science; Quality (philosophy); Regional science; Business; Public administration; Sociology; International trade; Epistemology; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035233,0.00007648207,0.00007996493,0.000179941,0.00006931357,0.00005050893,0.0002618358,0.00006730558,0.002124658],"category_scores_gemma":[0.000129645,0.00008529004,0.00003499252,0.0003075151,0.00008252885,0.0004820146,0.00002161319,0.00005194026,0.0002123117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004926174,"about_ca_system_score_gemma":0.001506948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001252305,"about_ca_topic_score_gemma":0.00008065068,"domain_scores_codex":[0.9986177,0.00007796514,0.0002981783,0.0001581004,0.000735408,0.0001126668],"domain_scores_gemma":[0.9982202,0.00003364812,0.0002410018,0.0001062547,0.001284083,0.0001147805],"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":[0.00002072759,0.0002938441,0.03025426,0.000002427027,0.0000251889,1.904193e-7,0.004917764,0.00001723705,0.00005871552,0.8798171,0.08228038,0.002312122],"study_design_scores_gemma":[0.0002450384,0.00001210153,0.05898689,0.0000276376,0.000007483331,8.317874e-7,0.001028825,0.000004837352,0.0001859035,0.07229105,0.8671003,0.0001091246],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1762379,0.0002065073,0.0008207693,0.01704921,0.0142004,0.0002427057,0.00001667215,0.000103181,0.7911227],"genre_scores_gemma":[0.9632429,0.000046047,0.004499095,0.0007255787,0.0007978464,0.00004548911,0.0003610718,0.000009745797,0.03027217],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8075261,"threshold_uncertainty_score":0.9987875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05180975277292232,"score_gpt":0.3662775883752127,"score_spread":0.3144678356022904,"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."}}