Asian Invasive Earthworms of the Genus<i>Amynthas</i>Kinberg in Vermont
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
We are reporting on established populations and sightings of species in the genus Amynthas in Vermont, from Quechee (43°38′N) central-eastern Vermont to Alburgh (44°58′N) on the northwest border to Canada. To our knowledge, these are the first sightings of Amynthas spp. reported for Vermont. Invasive Asian earthworms of the genus Amynthas were found at three of twelve forested locations surveyed for invasive European earthworms. In addition, Amynthas was found in a number of horticultural settings. We evaluated soils and climate information for forested sites with Amynthas in Vermont and compared climate with the original range and more southern US sites. Our findings suggest that Amynthas may expand its range even further north than Vermont and that the freeze-free period required for maturation is approximately 90 days.
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) | 0.000 | 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) | 0.001 | 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