New ground beetle (Coleoptera: Carabidae) records in New Brunswick, Canada
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 report 50 species of Carabidae, including one Cicindela species, as new to New Brunswick, Canada, bringing the total number of species known from the province to 328. Twenty-seven of these species are recorded from the Maritime Provinces for the first time. The records of Pterostichus corrusculus LeConte and Harpalus megacephalus LeConte represent significant eastward range extensions. RESUME Nous faisons etat que 50 especes de Carabidae, dont une espece de Cicindela, s’ajoute a la liste des insectes present au Nouveau-Brunswick, Canada, faisant croitre le nombre total des especes de cette famille a 328. De plus, vingt sept de ces especes sont repertoriees pour la premiere fois dans les provinces maritimes. Avec ces mentions, l’aire de distribution de Pterostichus corrusculus LeConte et Harpalus megacephalus LeConte s’etend considerablement vers l’est.
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) | 0.002 | 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