{"id":"W4399179056","doi":"10.4324/9781003283652","title":"Governance of Higher Education","year":2024,"lang":"en","type":"book","venue":"","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Corporate governance; Political science; Business; Finance","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":[0.0006917214,0.0004044836,0.0002401382,0.0006851811,0.001754684,0.005619277,0.0004929646,0.001189053,0.01388644],"category_scores_gemma":[0.001349994,0.0002051402,0.0002022945,0.001448626,0.00334701,0.003387304,0.001684683,0.002027975,0.003298606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003614287,"about_ca_system_score_gemma":0.005335352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004745348,"about_ca_topic_score_gemma":0.008382597,"domain_scores_codex":[0.9992529,0.0001948307,0.00002121605,0.00007883419,0.0003344647,0.0001178133],"domain_scores_gemma":[0.9996219,0.0001246384,0.000034891,0.00005386037,0.00008759192,0.00007705877],"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":[0.000001850505,0.000005337057,0.0001400894,0.00005117044,0.000001697412,0.00002324506,0.001129625,0.0002545924,0.00004834349,0.7430962,0.2207026,0.03454529],"study_design_scores_gemma":[9.630994e-7,0.000003074992,0.0001973794,0.0001006238,6.576141e-7,0.00002931106,0.0002794832,0.00009506261,0.00002636925,0.08491141,0.9143532,0.000002429012],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001728943,0.02817816,0.006830146,0.03264218,0.002735701,0.00005240047,0.0001609945,0.00017802,0.9274934],"genre_scores_gemma":[0.09056516,0.02890819,0.005535672,0.009068162,0.002160323,0.0001449454,0.0003488757,0.0001793814,0.8630893],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01388644,"threshold_uncertainty_score":0.04645479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01580594840815157,"score_gpt":0.3237357461235318,"score_spread":0.3079297977153802,"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."}}