Chinese Shuyuan: A Legacy in Chinese Education History, or a Solution for Modern Undergraduates in China?
Bibliographic record
Abstract
The paper looked into concepts claimed to be essence of Chinese residential college, an on-going institution presumed to be a solution towards undergraduates’ issues in some pioneer universities in China. It’s analyzed that Chinese residential college today in China is not a Shuyuan that was ever striving as a unique education mode in ancient China, even if it’s named after Shuyuan in Chinese, concerning on its nature, function and goal, while it’s not a conventional residential college in English speaking countries neither. By investigation and comparison of its origin, function and features among Shuyuan and Chinese residential college, the spirit of development of a human with goodness and well-being through pursuit of knowledge and culture inherited and transmitted in Shuyuan is unearthed, which is supposed to be the resource of inspiration when the pioneer universities and educators designed and operate residential college on Chinese campus, though the effects couldn’t be accounted as appealing as what Shuyuan produced in ancient China. The research aims to depict a real Shuyuan, an education legacy every being alive in Chinese history, which were featured with paramount concepts and values that should be correctly recognized and implemented when there is great concern around undergraduates.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.006 | 0.006 |
| Scholarly communication | 0.003 | 0.003 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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 source (direct Gemma or distilled Codex), 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".