Ekspresowa Analiza Zagrożenia Agrofagiem: Anthonomus eugenii Cano
Bibliographic record
Abstract
Anthonomus eugenii is a pest of peppers (and to a lesser extent eggplant) in tropical and subtropical climates (mainly Central America). It is native to Mexico from where it has spread to other countries in the region. It can probably also be a pest of field crops and survive in outdoor conditions in southern Europe. A. eugenii was first observed in the EPPO region of Italy in 2013, where it was successfully eradicated in 2020. Experiences from Canada and the Netherlands show that the species can also become a pest of greenhouse crops in colder countries, although in these (as in the PRA area) it would not survive the winter outside heated facilities. Infestations and infestations of greenhouse crops have occurred around sorting and repacking sites for fresh peppers and eggplant imported from areas infested with the pest. Due to the small number of heated greenhouse facilities producing peppers in the PRA area (only a few greenhouses), the risk of the pest emerging and becoming established is low.
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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.002 |
| 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) | 0.004 | 0.001 |
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".