European Pepper Moth or Southern European Marsh Pyralid Duponchelia fovealis (Zeller)
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
Researchers are monitoring this notable greenhouse pest in northern Europe and Canada for the cut flower, vegetable, and aquatic plant industries. Its native range is southern Europe, the eastern Mediterranean region, the Canary Islands, Syria, and Algeria, but it has expanded its range to include other parts of Africa and the Middle East, northwest India, Europe, Canada, and the United States. Recent survey detected adults in pheromone traps in 20 of the 26 Florida counties surveyed. This 11-page fact sheet was written by Stephanie D. Stocks and Amanda Hodges, and published by the UF Department of Entomology and Nematology, December 2011. EENY-508/IN910: European Pepper Moth or Southern European Marsh Pyralid Duponchelia fovealis (Zeller) (ufl.edu)
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 | 0.001 | 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 | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.006 | 0.005 |
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