{"id":"W4403670018","doi":"10.5430/ijhe.v13n5p29","title":"International Cooperation in Higher Education: Perspectives of Heads of International Cooperation from Cases of European Universities","year":2024,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Higher education; International education; International trade; Regional science; Business; Sociology; Law","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":[0.0005816637,0.0001553395,0.00025204,0.0008084358,0.00005295906,0.0001229681,0.0006988631,0.00008788504,0.004838171],"category_scores_gemma":[0.0001124995,0.0001586698,0.0001367366,0.0004307587,0.0002121541,0.001304275,0.00005481348,0.000191408,0.00001550174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001026278,"about_ca_system_score_gemma":0.003752477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001735264,"about_ca_topic_score_gemma":0.0001164648,"domain_scores_codex":[0.9973835,0.0002438505,0.0009986501,0.000230232,0.001021595,0.0001221538],"domain_scores_gemma":[0.9958143,0.0002327678,0.0007750668,0.0001306363,0.002970996,0.00007619877],"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":[0.0007361741,0.005445749,0.06595831,0.0001085397,0.001495542,0.00004497038,0.1464595,0.001009158,0.01862913,0.6604503,0.05039872,0.04926385],"study_design_scores_gemma":[0.0009412604,0.000151036,0.2609485,0.001432163,0.00008889088,0.00002499687,0.03413686,0.00002976029,0.004251102,0.001838895,0.6958054,0.0003511758],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8668046,0.005809739,0.0002080358,0.02212442,0.03137089,0.0002373591,0.0001284888,0.00002530889,0.07329114],"genre_scores_gemma":[0.9813623,0.001466297,0.001597311,0.0001585069,0.002596769,0.0000070053,0.0001265159,0.00001798578,0.0126673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6586114,"threshold_uncertainty_score":0.9960715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0213958683155343,"score_gpt":0.3489600050342804,"score_spread":0.3275641367187461,"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."}}