<i>Drosophila suzukii</i>(Matsumura), Spotted-wing Drosophila / Drosophile à ailes tachetées (Diptera: Drosophilidae)
Bibliographic record
Abstract
Drosophila suzukii , spotted-wing drosophila, is an invasive pest in Canada that can lay its eggs into fresh fruits, unlike many of its close relatives. Larval feeding inside fruit causes the fruit to spoil prematurely. Some parasitoids have been found attacking D. suzukii larvae and pupae in regions that D. suzukii has invaded, including Asobara cf. rufescens in Canada. A parasitoid from Asia, Ganaspis kimorum , has the narrowest host range of the parasitoids identified in the native range of D. suzukii and has been approved for release in some countries. In 2019, an adventive population of G. kimorum and of another parasitoid, Leptopilina japonica , was detected in British Columbia, where research is now being conducted to determine if these parasitoids attack native species of Drosophila . The chapter also reviews the predators, pathogens, and use of sterile insect technique for biological control of D. suzukii .
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 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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.040 | 0.021 |
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".