{"id":"W2784084507","doi":"","title":"Global Higher Education: Issues in Governance","year":2015,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Higher education; Diversification (marketing strategy); Accountability; Autonomy; Political science; Legislature; Revenue; State (computer science); Economic growth; Public administration; Development economics; Economics; Business; Accounting; Management","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00494769,0.0003763777,0.0004493879,0.0007572706,0.003569375,0.01835927,0.0007619859,0.004909735,0.005685769],"category_scores_gemma":[0.005592725,0.0002526789,0.0003159567,0.003813318,0.02387007,0.01035263,0.004921298,0.004789568,0.0006131571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008254674,"about_ca_system_score_gemma":0.006454906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00816042,"about_ca_topic_score_gemma":0.00705972,"domain_scores_codex":[0.9955029,0.002507195,0.00009805512,0.0004342637,0.0006435115,0.0008140324],"domain_scores_gemma":[0.9975248,0.001298032,0.0002360615,0.0002851508,0.0002651161,0.0003909372],"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":[0.000002002557,0.000003749342,0.0002382361,0.00002333925,0.000002126594,0.00002939343,0.002036603,0.0001672872,0.00001461547,0.9825987,0.0103127,0.004571229],"study_design_scores_gemma":[0.000008094066,0.00001224326,0.001625924,0.0002794326,0.000003013528,0.00006710573,0.007936791,0.0002538284,0.00004519371,0.6963985,0.2933628,0.000007174031],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02292592,0.04866401,0.006946726,0.4338044,0.001927793,0.00005847738,0.0001184921,0.000073463,0.4854808],"genre_scores_gemma":[0.8743151,0.02529921,0.002386929,0.03590098,0.002455256,0.0001315392,0.0001233414,0.00008822527,0.05929939],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01835927,"threshold_uncertainty_score":0.05989218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02095378367123261,"score_gpt":0.3076936936011684,"score_spread":0.2867399099299358,"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."}}