{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001302877,0.00006705365,0.00007669294,0.0000348122,0.0003613154,0.00008272614,0.0001199667,0.0000706729,0.001076853],"category_scores_gemma":[0.0000527375,0.00007798488,0.00004060533,0.0003767498,0.00004112778,0.0002478938,0.00002978156,0.00006500401,0.0001884939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001843757,"about_ca_system_score_gemma":0.004635245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005579928,"about_ca_topic_score_gemma":0.00238345,"domain_scores_codex":[0.9990739,0.00007860427,0.00009217465,0.0002104731,0.0003454453,0.0001994222],"domain_scores_gemma":[0.9994915,0.00001640846,0.0000466183,0.0001322824,0.0001558525,0.0001573139],"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":[0.00001060549,0.00009166346,0.003672392,0.00000509784,0.0000336123,0.00006148152,0.02992348,0.000842809,0.0009322942,0.4949794,0.4415579,0.02788926],"study_design_scores_gemma":[0.0002906777,0.000007201148,0.001218999,0.00001109261,0.00001382692,0.000002141703,0.002178977,0.001501028,0.001035751,0.003357339,0.9901798,0.0002032029],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1716436,0.001007624,0.1731552,0.1041921,0.002808155,0.0005402987,0.00001584603,0.0004314605,0.5462058],"genre_scores_gemma":[0.4467864,0.0005725216,0.1252574,0.001430668,0.0009992627,0.000002988537,0.00003954522,0.00001715294,0.424894],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5486218,"threshold_uncertainty_score":0.9998363,"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."}}