<i>Popillia japonica</i>Newman, Japanese Beetle / Scarabée japonais (Coleoptera: Scarabaeidae)
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
Native to Japan, Popillia japonica is invasive in North America. Adult and larval P. japonica have different diets, but both cause aesthetic damage and yield losses in ornamentals, turfgrasses, and agricultural crops. The lack of co-evolved natural enemies in the invaded range has contributed to challenges associated with managing P. japonica in North America. Some generalist predators have been identified, but do not appear to impact the population. Entomopathogenic nematodes, including Heterorhabditis bacteriophora , have shown promise as biological control agents. A Dipteran parasitoid of adult P. japonica , Istocheta aldrichi was released and established in the eastern United States and is now present in eastern Canada. Its biology and potential as a biological control agent of P. japonica in Canada is reviewed.
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 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.006 | 0.010 |
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