Reform Path of 'Numerical Control Technology' Course of Mechanical Specialty in Universities under the Background of 'Intelligent Manufacturing'
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
With the rapid development of intelligent manufacturing technology and the rapid iteration of knowledge, the problems of traditional teaching methods, teaching contents and evaluation methods have become increasingly prominent for Numerical Control Technology course, and the new teaching mode reform needs to be carried out urgently. First, focusing on the professional training direction under the background of intelligent manufacturing, the goal of curriculum construction and strengthen the construction of engineering connotation should be established. Following the principle of keeping up with the frontier and advancing appropriately, engineering knowledge, highlight practical teaching and pay attention to the cultivation of innovative ability should be renew. Information-based teaching assistant platform and innovating autonomous learning mode and integrating curriculum ideology, politics to improve the quality of education should be built, and school-enterprise cooperation and implementing the training mode of integration of production, teaching and research were carried out.
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| 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