{"id":"W3159059939","doi":"10.2399/yod.21.210226","title":"New Generation University: A Model Proposal","year":2021,"lang":"en","type":"article","venue":"Yuksekogretim Dergisi","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Restructuring; European union; Higher education; Context (archaeology); Convention; Political science; Institution; Public administration; Public relations; Economic growth; Business; Economics; Geography; Economic policy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001787723,0.0004474692,0.0003033766,0.001329805,0.002243893,0.005900898,0.002104138,0.003288301,0.02472049],"category_scores_gemma":[0.002206106,0.0002627429,0.0008287339,0.001480424,0.002864515,0.006170363,0.002981465,0.001855402,0.002259811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004742527,"about_ca_system_score_gemma":0.00535406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008203879,"about_ca_topic_score_gemma":0.007134353,"domain_scores_codex":[0.9988917,0.0004856205,0.00002910996,0.0001749542,0.0001963367,0.0002223713],"domain_scores_gemma":[0.9989187,0.0003519813,0.00007819438,0.000101902,0.0002501769,0.0002990054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000008353485,0.00002853043,0.0002425695,0.000009437994,0.000001589713,0.0000490531,0.0002710721,0.001313727,0.00002862426,0.9944577,0.001366806,0.002222401],"study_design_scores_gemma":[0.0001124109,0.0001284589,0.0009374134,0.0001044667,0.00002191995,0.0003160667,0.002875298,0.04959743,0.0001820035,0.8363259,0.1093596,0.00003909722],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05552999,0.0005395948,0.1505746,0.03361619,0.0004267089,0.0007458149,0.0006339598,0.0002421824,0.757691],"genre_scores_gemma":[0.8461395,0.0008673933,0.05338861,0.001901102,0.000202458,0.001205755,0.0003296124,0.00007550154,0.09589022],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02472049,"threshold_uncertainty_score":0.08269829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02368219566329183,"score_gpt":0.2867253500685035,"score_spread":0.2630431544052116,"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."}}