Exploration of the Macro Ideas about the Construction of the College Study Guiding System in China Based on the Application of the Kernel of Western Academy System
Why this work is in the frame
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Bibliographic record
Abstract
Because of many superposition parts between the western academy system (in Britain and America, the academy is often called as the accommodation college system. By using the ancient academy system of China for reference, Hong Kong scholar translated the accommodation college as the academy. To distinguish with the current administration system of school and department based on subject in China mainland, the name of “academy” is adopted in this article) and the study guiding practice in China, it is possible to introduce the essences of the academy system to fulfill the theoretical research and practice of the study guiding in Chinese colleges. Based on the kernel of the academy system, the study guiding system of college includes the value system, the basic system, and the important system. To effectively implement the study guiding, the certain organization assumptions should joint with the practical frame.
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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 | 0.002 | 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 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it