Evaluation of Host Resistance and Soil Fumigation for the Management of Black Root Rot of Tobacco in Ontario
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
Black root rot of tobacco, caused by the soilborne fungus Thielaviopsis basicola, is a serious problem in many tobacco (Nicotiana tabacum L.)-growing regions of the world. In Ontario, the disease is favored by cool, wet soil conditions and heavy textured or poorly drained soils. Yield loss can be severe under these conditions and fumigants containing chloropicrin are used extensively for controlling the disease. Usually, fumigants control the disease reasonably well, but they are costly and could cause a negative environmental impact. A 2-year study was conducted to evaluate the performance of resistant (AC Gayed) and moderately susceptible (Delgold) tobacco cultivars and soil fumigation to black root rot. T. basicola reduced yield of the susceptible Delgold cultivar. The interaction between genotype and fumigation was significant for most traits examined, indicating that the two genotypes responded differently. Orthogonal comparisons indicate that yield from nonfumigated AC Gayed was higher than that of nonfumigated Delgold. Yield of nonfumigated AC Gayed was also not significantly different from the yield of AC Gayed treated either with Vorlex Plus (1,3-dichloropropene+methyl isothiocyanate) or with Vorlex Plus CP (1,3-dichloropropene+methyl isothiocyanate+chloropicrin). In contrast, the yield of nonfumigated Delgold was lower than Delgold treated with Vorlex Plus CP.
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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 | 0.001 | 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