Bibliographic record
Abstract
Sarrothripini 1722 * R Nycteola frigidana (Walker, 1863) L Apr – E May; L M B g T: McDunnough (1943b), Fletcher (1959) Jul – M Sep (H) L: McDunnough (1943b), Bowman (1951), Crumb (1956), Prentice (1962), Ives and Wong (1988), Pohl et al. (2004b) C: CNC, NFRC, UASM 1723 * R Nycteola cinereana Neumoegen and Dyar, 1893 L Aug – L Oct – B g T: McDunnough (1943b), Fletcher (1959) L: Ives and Wong (1988) C: CNC, NFRC, OLDS, UASM 62.3 Risobinae The genus Baileya is the sole representative of this subfamily in North America, with seven species. Although superficially quite different in appearance from the type-genus Risoba of the Asian tropics (Holloway 2003), unique genitalic structures, and to some extent wing pattern, unify this group. Baileya are moderately-sized moths of mesic forest and woodland habitats, and the larvae feed on deciduous trees and shrubs. Forbes (1954) diagnosed the species known at that time, and two additional species were described recently from the southeastern United States (Brou 2004). 1723.1 * P Baileya doubledayi Guenée, 1852? – B – T: Forbes (1954), Brou (2004) 1724 * R Baileya ophthalmica (Guenée, 1852) L May – M Jun – B g T: Forbes (1954), Brou (2004) L: None C: CNC, UASM
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) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.067 | 0.023 |
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".