{"id":"W1606277840","doi":"","title":"The Global University: Past, Present, and Future Perspectives","year":2012,"lang":"en","type":"book","venue":"Palgrave Macmillan eBooks","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Higher education; Political science; Corporate governance; Regionalism (politics); Government (linguistics); Hierarchy; Public administration; Global governance; Sociology; Management; Politics; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002673748,0.0002117405,0.0001831773,0.00003203553,0.001060445,0.0001155928,0.0003549649,0.0002331718,0.000104718],"category_scores_gemma":[0.000006307951,0.0001701893,0.00008410551,0.00004823687,0.0005709244,0.000005645706,0.0001130187,0.0001891001,0.00007019662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007069285,"about_ca_system_score_gemma":0.0009879421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003278006,"about_ca_topic_score_gemma":0.0007793505,"domain_scores_codex":[0.9985538,0.000141641,0.0001246538,0.0002926742,0.000470063,0.0004171807],"domain_scores_gemma":[0.999121,0.0001035638,0.0001688644,0.0002418004,0.0001356982,0.0002290986],"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":[0.00001267163,0.000001388319,0.001143342,0.000008216133,0.00008040822,0.000005365317,0.02426337,9.341484e-9,7.051877e-8,0.9122406,0.02874848,0.03349613],"study_design_scores_gemma":[0.0001022984,0.000007602313,0.006601673,0.00001525816,0.00003236788,0.000001853664,0.01562935,4.590784e-8,1.979333e-7,0.08380079,0.8936066,0.0002019716],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005831811,0.006112805,0.000005235636,0.004473029,0.000890935,0.000324199,0.00005013419,0.00005676374,0.9880286],"genre_scores_gemma":[0.05333214,0.004529626,0.0001330697,0.0001710837,0.01457921,0.000008308489,0.00001742739,0.00002595233,0.9272032],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8648581,"threshold_uncertainty_score":0.815619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01120775961878682,"score_gpt":0.2599935993010201,"score_spread":0.2487858396822333,"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."}}