Research on Development and Application for Micro-Course Resources of Advanced Mathematics Under Background of Educational Informatization
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
As a public compulsory course offered for the most of majors, Advanced Mathematics will significantly influence learning of subsequent courses during university and play an important role in cultivating logical thinking of students. However, due to massive contents and short class hour, it is impossible for teachers to spend too much time in imparting knowledge beyond teaching requirements. In view of this, this research will solve existing teaching and learning problems through deeply discussing topics about micro-course teaching, completely searching micro-course related resources, scientifically designing special micro-course, specially recording micro-course teaching and strengthening application of micro-course teaching resources in the course of research and development for micro-course teaching resources of Advanced Mathematics .
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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 | 0.000 | 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