Cutworms (Lepidoptera: Noctuidae) Affecting Crops on the Canadian Prairies
Bibliographic record
Abstract
There is a complex of cutworm species that are pests in western Canada, with important species including Agrotis orthogonia (pale western cutworm), Euxoa auxiliaris (army cutworm), and Euxoa ochrogaster (redbacked cutworm). Cutworm damage is sporadic and patchy, and as a result is difficult to predict. During outbreak years, insecticide applications and/or reseeding are necessary and yield losses can be significant. Recently, field-collected cutworm larvae were reared in the lab to estimate levels of parasitism, which ranged from 2% to 25%, depending on the province and the year of sampling, and to identify the parasitoid complex attacking cutworms. The parasitoid Cotesia vanessae has now been detected in Manitoba and Alberta and has been studied to determine its fundamental host range and to learn more about its biology. The results of laboratory studies using C. vanessae are reviewed, as are future directions for research on cutworm biological control.
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 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 | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.002 |
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; both teacher heads agree on what is shown here.
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".