{"id":"W4360842399","doi":"10.5206/cie-eci.v51i2.15107","title":"Book Review of Higher Education in the Era of Migration, Displacement and Internationalization","year":2023,"lang":"en","type":"article","venue":"Comparative and International Education","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Scholarship; Higher education; Political science; Equity (law); Internationalization; Refugee; Context (archaeology); Inclusion (mineral); Global education; Economic growth; Sociology; Public relations; Pedagogy; Gender studies; Geography; Business; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0006808183,0.00006569785,0.0001102794,0.0001296579,0.00008716866,0.00003770382,0.0001598465,0.00002822824,0.0007025036],"category_scores_gemma":[0.0002749134,0.00005671537,0.00001925448,0.0004014921,0.0001426151,0.000514943,0.00001984839,0.00008995763,0.00001092501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005806596,"about_ca_system_score_gemma":0.0006072505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005474365,"about_ca_topic_score_gemma":0.000104739,"domain_scores_codex":[0.9988736,0.0003038112,0.0003140676,0.0001381348,0.0003053935,0.00006501215],"domain_scores_gemma":[0.9986987,0.000298957,0.0003208936,0.00008552923,0.0005693191,0.0000266642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001966049,0.0004604335,0.05964695,0.0003592446,0.00003436931,4.171057e-8,0.049694,0.00001781525,0.0000889172,0.134352,0.7473391,0.0079875],"study_design_scores_gemma":[0.00006947923,0.00001637067,0.1962375,0.0007567338,0.00001170261,4.918156e-7,0.004732324,0.00004247498,0.00002800722,0.0007841488,0.7972714,0.00004938568],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4996155,0.2361333,0.0001095289,0.2188344,0.003455718,0.001392132,0.0000152887,0.00003987309,0.04040428],"genre_scores_gemma":[0.8841836,0.06120047,0.0001709454,0.007094515,0.000276499,0.0001771391,0.0002876472,0.000006218822,0.04660291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3845682,"threshold_uncertainty_score":0.7691922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07535293474501194,"score_gpt":0.4889304191665036,"score_spread":0.4135774844214917,"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."}}