{"id":"W2971813575","doi":"10.1016/j.evalprogplan.2019.101713","title":"Governing and managing higher education institutions: The quality audit contributions","year":2019,"lang":"en","type":"article","venue":"Evaluation and Program Planning","topic":"Organizational Strategy and Culture","field":"Business, Management and Accounting","cited_by":82,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Accreditation; Audit; Accountability; Higher education; Corporate governance; Quality management; Quality assurance; Business; Quality (philosophy); Quality audit; Quality policy; Quality management system; Public relations; Accounting; Management system; Political science; Operations management; Medicine; Medical education; Engineering; Marketing; 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":[0.05650013,0.0004999342,0.0006027708,0.004487778,0.003724061,0.01849862,0.00126592,0.004543538,0.003578808],"category_scores_gemma":[0.157715,0.0006899426,0.000433808,0.004992196,0.01499663,0.0102651,0.005496474,0.008373482,0.0003903961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009677919,"about_ca_system_score_gemma":0.02602311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01756827,"about_ca_topic_score_gemma":0.02438862,"domain_scores_codex":[0.9494608,0.02723006,0.002140854,0.00113059,0.01771829,0.002319394],"domain_scores_gemma":[0.7570639,0.1467829,0.02026434,0.01176485,0.05454719,0.009576853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001185462,0.0002670462,0.02085236,0.001088476,0.0001013314,0.0001158987,0.004911518,0.004084195,0.0003309038,0.3000203,0.1145236,0.5535857],"study_design_scores_gemma":[0.00008232176,0.0002885643,0.03177136,0.004109202,0.0001213888,0.0002983026,0.009287458,0.008168852,0.001797173,0.3134374,0.630399,0.0002389231],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.026162,0.06292097,0.03903959,0.7948912,0.0118586,0.0002361565,0.000112517,0.0001703472,0.06460851],"genre_scores_gemma":[0.7956784,0.06579571,0.03433741,0.0510634,0.01710212,0.0001837399,0.0001216437,0.0002893458,0.0354282],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05650013,"threshold_uncertainty_score":0.2988048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0592925696596097,"score_gpt":0.3886790330649743,"score_spread":0.3293864634053645,"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."}}