AS-902-20 Resolution on Suspending Credit / No Credit Grading Restrictions for Fall Quarter 2020 in Response to COVID-19
Bibliographic record
Abstract
that any courses taken in Fall Quarter 2020 not be counted toward the 16-unit limit as specified in “Resolution on Credit / No Credit Grading” (AS 479-97), and be it further RESOLVED that the 4-unit Credit/No Credit limit for General Education courses be suspended for Fall Quarter 2020, and be it further RESOLVED that any changes to the 4-unit Credit/No Credit limit regarding major, minor, or support courses for Fall Quarter 2020 shall continue to be determined by the individual academic programs, and be it further resolved that after the 8th day of Fall Quarter 2020, Cal Poly give students one option to change their grading option to Credit/No Credit until the last day of instruction, and be it further resolved that Cal Poly include a notation on all transcripts about COVID in order to provide context to Fall Quarter 2020 grading.
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.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.011 | 0.038 |
| Meta-epidemiology (narrow) | 0.001 | 0.002 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.011 | 0.002 |
| Scholarly communication | 0.015 | 0.003 |
| Open science | 0.004 | 0.006 |
| Research integrity | 0.021 | 0.018 |
| Insufficient payload (model declined to judge) | 0.265 | 0.313 |
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".