Integration of Ideological Education and Curriculum Teaching on "Mechanical Equipment Structural Design"
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
Curriculum ideology and politics provide a new concept for current higher education, and the way and effect of the organic integration of professional teaching and ideological leadership in engineering courses have become an issue of great concern at present. In this paper, the construction of professional courses on ideology and politics in universities was discussed. Combined with the course "Mechanical Equipment Structural Design, the teaching reforms were explored and practiced from the design of the top-level goal of ideology and politics, the overall layout of ideology and politics cases, the whole process of teaching and teachers' multi-faceted aspects, etc., the ideology and politics teaching system of the course was preliminarily constructed. The correct values and engineering concepts were imperceptibly guided and established for students, in order to achieve the purpose of shaping values into the teaching of knowledge and cultivation of abilities.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| 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