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
Susceptible wheat varieties in experimental plots in the eastern prairies were severely infected by Puccinia graminis tritici in 1977 but resistant commercial varieties in farm fields were nearly free from infection. Stem rust was also prevalent on Hordeum jubatum in Manitoba and eastern Saskatchewan but much of this rust was Puccinia graminis secalis. There was little stem rust in the rust nurseries excepting those located in Manitoba and eastern Saskatchewan. Twenty-seven races of wheat stem rust were identified. Race C33 (1 5B-1 L) declined in prevalence and race C53 (1 58-1 L) replaced it as the main race. Races C25 (38) and C57 (32) are moderately virulent on seedlings of the resistant commercial varieties Neepawa and Sinton, but they were not found in farm fields of these varieties. There was a marked increase in the prevalence of races virulent on resistance gene Sr 17.
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 | 0.000 | 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