Research on the Implementation Path of the Reform of "Three TEACHs" Promoted by the Integration of "Posts, Courses, Competitions, and Certificates": Taking the Application of Virtual Reality Technology as an Example
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
"Posts, Courses, Competitions, and Certificates" is a kind of technical skill talent training mode, is an effective means to solve the problem of "What to learn" and "How to learn" for vocational college students, and is an important measure to promote the high-quality development of vocational education in the new era. This paper takes the professional construction of virtual reality technology application based on the "Posts, Courses, Competitions, and Certificates" as an example, and combines the integration standards of vocational Posts, vocational skill standards, curriculum standards, skill competition standards, vocational qualification certificate standards, etc., to reconstruct the course structure, optimize the structure of Teaching materials, build a Teacher team, and comprehensively improve the quality of training technical skills.
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.
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 | 0.003 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.003 |
| Science and technology studies | 0.000 | 0.005 |
| 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