Updated catalog and generic keys of the Leiodidae (Insecta: Coleoptera) of the Neotropical region (“Latin America”: Mexico, the West Indies, and Central and South America)
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
This paper presents an updated catalog of all taxa of Leiodidae (s.lat.) reported from the Neotropical Region. Keys are presented for the identification of all subfamilies, tribes, and 62 described genera. Three undescribed genera are included in the keys. A total of 600 valid named species are listed, with type localities, type depositories, synonyms, distributions, and biologies where known, and some unnamed species as recorded in the literature. Many species remain to be described. In this work we formally establish no new synonyms and no new combinations although we may indicate the existence of these; but we add new records for described species, and we make spelling corrections of scientific names, when appropriate. A brief review of distribution patterns is given. The fauna has been derived partly from some Nearctic elements that have penetrated as far south as Bolivia. A few genera in the Neotropical element have penetrated the Nearctic Region as far north as the northern U.S.A. or southeastern Canada. Most of the Neotropical genera are autochthonous. In southern South America there is a diverse Neo-Austral fauna with clear "Transantarctic" relationships to Australia and New Zealand and weakly to southern Africa. Some genera variously occur on other continents.
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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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