{"id":"W4387467269","doi":"10.36550/2415-7988-2022-1-209-22-29","title":"PRINCIPLES OF PUBLIC AND PRIVATE-BASED UNIVERSITY GOVERNANCE IN THE CONTEXT OF ENSURING THE EFFICIENCY OF EDUCATIONAL ACTIVITIES","year":2023,"lang":"en","type":"article","venue":"Academic Notes Series Pedagogical Science","topic":"Educational Innovations and Challenges","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Corporate governance; Public administration; Business; Public relations; Political science; Finance; Geography","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":[0.0254714,0.0004483402,0.0006190431,0.001604799,0.004918191,0.01883061,0.001717894,0.005509195,0.00219407],"category_scores_gemma":[0.01627659,0.0005876682,0.0008005411,0.002054566,0.0315348,0.006577085,0.006220387,0.005220369,0.0007876877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008310813,"about_ca_system_score_gemma":0.02098479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005469552,"about_ca_topic_score_gemma":0.004675024,"domain_scores_codex":[0.9645683,0.0196248,0.002017329,0.002812939,0.008247399,0.002729249],"domain_scores_gemma":[0.9863116,0.006665506,0.001392085,0.002178156,0.002525876,0.00092664],"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":[0.000001738126,0.000008389402,0.0001373414,0.00002286397,0.000003638951,0.000021675,0.001246784,0.0009582214,0.000037656,0.9930208,0.0009950057,0.003545911],"study_design_scores_gemma":[0.00001053376,0.00001703528,0.0005142355,0.0001443972,0.000007163251,0.00006106494,0.001084927,0.001483787,0.0002104478,0.9268731,0.06957592,0.00001740553],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02388733,0.002977103,0.4251207,0.05651,0.0005207973,0.0009024473,0.0001375535,0.0001954554,0.4897485],"genre_scores_gemma":[0.8665138,0.001707991,0.09570024,0.003890144,0.0004205569,0.001365608,0.0001009685,0.00006661447,0.03023412],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0254714,"threshold_uncertainty_score":0.1347073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1605426317590052,"score_gpt":0.3396869174362499,"score_spread":0.1791442856772447,"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."}}