New Staphylinidae (Coleoptera) records with new collection data from New Brunswick, Canada. I. Aleocharinae
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
Forty-eight species of Aleocharinae are newly reported from New Brunswick, bringing the total number of species known from the province to 149. Two of these species, Ocyusa asperula Casey and Myllaena kaskaskia Klimaszewski, are newly recorded for Canada. Additional locality data are presented for nine species recently recorded from the province. Collection and bionomic data for all these species are presented and discussed. Colour habitus images are presented for all species included in this paper and genital images are presented for closely related Myllaena kaskaskia Klimaszewski, M. procidua Casey and M. vulpina Bernhauer. Photographs of the male genitalia of M. procidua are presented for the first time. The female spermatheca, tergite and sternite eight of Amarochara formicina Assing are illustrated for the first time.
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) | 0.003 | 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