<i>Delia antiqua</i>Meigen, Onion Maggot / Mouche de l’oignon (Diptera: Anthomyiidae)
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
Delia antiqua , the onion maggot, is a pest of plants in the genus Allium , including onions, scallions, garlic and chives. The larvae develop through three larval instars while feeding on below-ground plant structures, resulting in direct yield loss when seedlings are killed and because feeding on the bulb reduces marketability. Management of onion maggot relies heavily on insecticides, some of which are no longer available for use in Canada. Natural enemies of onion maggot include fungal pathogens (e.g., Entomophthora muscae , Beauveria bassiana ), entomopathogenic nematodes (e.g., Heterorhabditis bacteriophora ), arthropod predators and parasitoids (e.g., Aleochara bilineata ). Sterile insect technique has been used to manage onion maggot in eastern Canada since 2011. Most growers using sterile insect releases no longer use insecticides and the area being treated with sterile insect technique in Quebec has greatly increased since 2011.
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.
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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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 | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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