Bibliographic record
Abstract
The author presents some analysis of HE governance in Mongolia in comparative framework. The presentation is devoted to University administration matters, particularly to relationship between Government and HEI, decision making regarding human resources, academic programs and research, setting tuition and fees.In highly competitive global context the key issues facing Mongolian Higher education are university autonomy, quality assurance, funding, program competitiveness and research effectiveness. Mongolian Government has approved National programs for development of outcome based HE system and research universities.Mongolian HEIs seeking more autonomy face strong challenges to cope with reduction of funding and accountability. Market oriented policies and demand to sustain a balance of teaching and research, urge HEIs to make a transition from traditional, politically motivated administration to corporate or shared governance models.The strengthening research links the industry and business without jeopardizing their academic integrity is main challenge for HEIs to make successful transition from traditional background of governance to more effective governance model. According to the author, transformative experiences and organizational developments of HEI in developed countries can be used successfully to guide actions towards positive catalyst change in Mongolian HE.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.007 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".