Characterization of<i>Phytophthora infestans</i>populations in Canada during 2012
Bibliographic record
Abstract
The late blight pathogen (Phytophthora infestans) continues to cause major losses on potato and tomato in Canada and worldwide. An increased diversity of P. infestans and dramatic shifts in pathogen populations have occurred in Canada in recent years. In 2011, a survey identified different genotypes of P. infestans in Canada, including the new US-22, US-23 and US-24 genotypes, which were dominant in various Canadian provinces. In 2012, analysis of samples collected from infected potato and tomato plants from different regions in Canada indicated a rapid change in P. infestans populations in most provinces within a single year. For example, in Prince Edward Island, the US-8 genotype that dominated the P. infestans landscape for many years was displaced by the US-23 genotype, a phenomenon similar to that which occurred in western Canada in prior years. In British Columbia, however, US-11 and the new CA-12 were the dominant genotypes while in Ontario the tested isolates were US-22. Evidence for recombination was found, and increasing insensitivity to mefenoxam was apparent among isolates of some populations. Independent segregation of either Gpi, mating type or RG57 loci occurred in a number of the recombinant isolates, resulting in increased diversity of P. infestans populations. The unexpected change in composition of P. infestans genotypes supports the need for continued monitoring of this pathogen.
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How this classification was reachedexpand
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".