First record of Drosophila suzukii (Diptera: Drosophilidae) on the fruits of Viscum album spp. album in Bulgaria
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
The invasive fly Drosophila suzukii (Matsumura) (Diptera: Drosophilidae) was recorded for the first time as a pest on the fruit of European mistletoe (Viscum album ssp. album Linnaeus) in Bulgaria. Fruits were collected in April 2023 from seven sites, located in the region of Nesebar Town. In three of them, the mistletoe grows on false acacia (black locust) tree (Robinia pseudoacacia Linnaeus) and in four sites - on Canadian poplar (Populus × canadensis Moench). It found that, the infestation rate of mistletoe fruits by D. suzukii was influenced by the host species of mistletoe. It is 10 times higher in false acacia (black locust) tree than in Canadian poplar.
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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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