<i>Striacosta albicosta</i>(Smith), Western Bean Cutworm / Ver-gris occidental du haricot (Lepidoptera: Noctuidae)
Bibliographic record
Abstract
Western bean cutworm, Striacosta albicosta , is native to North America, where it is an important insect pest of dry beans, Phaseolus spp., and of corn, Zea mays . Western bean cutworm is considered to be a migrant pest in Canada, but it can survive the winter in Ontario and Quebec. Larval feeding by S. albicosta directly reduces yield when larvae feed on corn ears. Insecticides, transgenic corn hybrids, and cultural control tactics have been investigated to manage S. albicosta . Biological control is also of interest and various entomopathogens and generalist predators have been investigated. Several species of trichogramma egg parasitoids have also been reared from S. albicosta eggs in Ontario and Quebec. The chapter reviews surveys for Trichogramma spp. in Quebec corn fields and trials studying the efficacy of Trichogramma minutum , a potential biological control agent of S. albicosta .
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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 | 0.000 | 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 | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.029 | 0.015 |
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".