{"id":"W4405218897","doi":"10.5296/ber.v14i4.22459","title":"Experiences in Managing Public Assets of Public Higher Education Institutions in Some Countries in the World and Lessons Learned for Vietnam","year":2024,"lang":"en","type":"article","venue":"Business and Economic Research","topic":"Facilities and Workplace Management","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Transparency (behavior); Context (archaeology); Asset management; Public institution; Government (linguistics); Accountability; Asset (computer security); Public value; Finance; Public relations; Political science","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":[0.001769449,0.0002610748,0.0002363464,0.0005527017,0.008650669,0.003300234,0.0008633701,0.0008258976,0.004531431],"category_scores_gemma":[0.001752508,0.0002404793,0.0001965208,0.001242134,0.003749143,0.002582306,0.003640858,0.001551762,0.0003504538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00614878,"about_ca_system_score_gemma":0.005978468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04482312,"about_ca_topic_score_gemma":0.1213028,"domain_scores_codex":[0.9983553,0.0006942632,0.0000430305,0.00007278949,0.0001160618,0.0007184874],"domain_scores_gemma":[0.9978101,0.0003131998,0.000181764,0.00006942359,0.0002545976,0.00137099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005434557,0.0004579537,0.04075152,0.000290089,0.00001354472,0.004563715,0.8900762,0.0004192142,0.001333692,0.008446365,0.006704098,0.04688938],"study_design_scores_gemma":[0.000003322647,0.0001067411,0.01086388,0.0001154435,0.000004215283,0.0004827533,0.9429812,0.0001207562,0.0003454931,0.0003975205,0.04456412,0.00001444876],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799489,0.0005420937,0.000366766,0.003633036,0.00003989331,0.00003598576,0.0000357525,0.000009085393,0.0153885],"genre_scores_gemma":[0.989948,0.0008185898,0.0004104687,0.0004737212,0.00001179108,0.00001180371,0.00002373784,0.000009862251,0.008291985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04482312,"threshold_uncertainty_score":0.08912444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2795773172782248,"score_gpt":0.4572885300815164,"score_spread":0.1777112128032916,"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."}}