Bibliographic record
Abstract
The present paper surveys the ant-like leaf beetles (Coleoptera: Aderidae) of the Maritime Provinces of Canada. Three new provincial records are reported, including two species, Zonantes pallidus Werner and the adventive Palaearctic species, Aderus populneus (Panzer), which are newly recorded in the region from collections in Nova Scotia. Vanonus wickhami Casey is newly recorded on Prince Edward Island, the first record of an aderid from the province. Distribution maps, keys to the identification of species, and colour habitus photographs are provided. The bionomics of many Nearctic aderids remains poorly investigated. Eight other species of Aderidae have been recorded in the neighbouring jurisdictions of Quebec and Maine. r E s UME Cet article recense les Aderidae (Coleoptera: Aderidae) des Provinces maritimes du Canada. Trois additions a la faune provinciale sont rapportees, incluant deux especes, Zonantes pallidus Werner et l’adventice palearctique Aderus populneus (Panzer), qui sont nouvellement signalees dans la region a partir de collections en NouvelleEcosse. Vanonus wickhami Casey est nouvellement signale a l’Ile-du-Prince-Edouard, constituant le premier signalement d’un Aderidae dans cette province. Des cartes de distribution, des cles d’identification des especes et des photographies couleurs de l’habitus sont fournies. Les bionomies de plusieurs Aderidae nearctiques demeurent faiblement documentees. Huit autres especes furent signalees dans les juridictions voisines du Quebec et du Maine.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.004 | 0.001 |
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".