Review of the species of Ardistomina (Coleoptera: Carabidae: Clivinini) in America north of Mexico
Bibliographic record
Abstract
North American species of the genera Aspidoglossa Putzeys, Semiardistomis Kult and Ardistomis Putzeys, which constitute the subtribe Ardistomina in the tribe Clivinini, are reviewed. The five species are keyed, redescribed and notes are provided about their distribution and habitat requirements. Larval character states of the subtribe are described for the first time based on first instar of Semiardistomis viridis (Say). Illustrations of some of the most important morphological features as well as distribution maps are included. The species known as Ardistomis morio (Dejean) is redescribed from the holotype. Evidence is presented which establishes that this species does not belong to the genus Ardistomis, or to the subtribe Ardistomina, and that the sole specimen known was probably collected in the Neotropical Region, not in the Nearctic Region. The species is returned to the genus Clivina in which it was originally described.
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.
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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.003 | 0.004 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| 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".