On The Inheritance of Traditional Culture and the Cultivation of Artisan Spirit in Vocational Education
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
There is a fundamental difference between vocational education and General Education. Vocational Education produces students who are mainly hands on, who want to create products, and who want to be used by consumers, the so-called training goal of high quality, that is to say, the training of talents in the need to have the professional spirit must attach importance to the “craftsman spirit” training, only technical skills training is not enough. But in the way of “craftsman spirit” cultivation, we still have to rely on the inheritance of traditional culture, which is the root of the Chinese nation and has advocated “craftsman spirit” since history, therefore, the cultivation of the “craftsman spirit” in the vocational education must rely on the inheritance of traditional culture, must combine the two tightly, and must be to cultivate the “craftsman spirit” of the students in the lifeline of inheriting the excellent traditional culture of China, only in this way can the “craftsman spirit” developed in the vocational education students take root and grow in the fertile soil of traditional culture.
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 | 0.000 | 0.002 |
| 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 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 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