{"id":"W4362570501","doi":"10.1007/978-3-031-26995-0_10","title":"The Comparative Study of Internationalization and the Academic Profession: Challenges and Possibilities","year":2023,"lang":"en","type":"book-chapter","venue":"The changing academy","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Christian Studies; University of Toronto","funders":"","keywords":"Internationalization; Curriculum; Political science; Corporate governance; Geopolitics; Higher education; International education; Pedagogy; Public relations; Engineering ethics; Sociology; Management; Business; Engineering; International trade","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":[],"consensus_categories":[],"category_scores_codex":[0.002133474,0.0001424061,0.0002060939,0.00007393328,0.001059758,0.00004590616,0.0003289935,0.0001781904,0.00001156497],"category_scores_gemma":[0.00004913916,0.00007233385,0.00002925785,0.0000714619,0.0007123039,0.00008188794,0.0001775555,0.0004665091,0.000009596243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004739722,"about_ca_system_score_gemma":0.0001033359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008203532,"about_ca_topic_score_gemma":0.0005844982,"domain_scores_codex":[0.9984958,0.0002305724,0.0003014894,0.0002147302,0.0005813317,0.0001760341],"domain_scores_gemma":[0.9981939,0.001194497,0.0003792389,0.0001035226,0.00009658109,0.00003227901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001710488,0.000004602788,0.00005943383,0.00001088842,0.00005901309,8.843241e-8,0.4848899,9.749729e-7,8.550334e-8,0.5108678,0.001171204,0.002918913],"study_design_scores_gemma":[0.0006560441,0.00003810463,0.009443716,0.0004965685,0.00007478801,0.000001228607,0.46878,0.00004425851,0.000002663637,0.2587276,0.2614775,0.0002575811],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1716918,0.1109595,0.00004815458,0.2744648,0.005378533,0.01091672,0.00005469533,0.0004058056,0.42608],"genre_scores_gemma":[0.4892516,0.02535675,0.000002972127,0.000274659,0.0004234859,0.0001184129,0.000002199638,0.00001539777,0.4845546],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3175598,"threshold_uncertainty_score":0.8150909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09583437612269503,"score_gpt":0.3807322221186679,"score_spread":0.2848978459959729,"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."}}