Bibliographic record
Abstract
Abstract: Survival of Mycosphaerella pinodes in leaf and stem residues placed at 0, 5, and 10 cm below the soil surface was examined at Morden and Winnipeg, Manitoba, from October 1999 to October 2000. Survival was measured as production of spores from residue and pathogenicity of residue washings on the susceptible field pea cultivar ‘AC Tamor’. Spore production on the residues decreased over the 12-month sample-retrieval period, regardless of residue type and burial depth. Spores were rarely produced from residues after 11 months at Morden and 9 months at Winnipeg. In general, more spores were produced on leaf residues than on stem residues. No or few lesions developed from residue washings after 9 months for leaf residue and 8 months for stem residue at both locations. Residues on the soil surface had greater spore production and subsequently produced greater disease severities on pea plants inoculated with residue washings than those of the buried residues. There was no statistical difference in spore production and disease severity produced by residue washings between residues buried 5 and 10 cm deep.
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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.718 | 0.472 |
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".