Bibliographic record
Abstract
Hydriomenini 1267 R Hydriomena perfracta Swett, 1910 L May – L Jun m B – T: McDunnough (1954) L: Bowman (1951), McDunnough (1954), Pohl et al. (2004b) C: CNC,NFRC, OLDS, UASM 1268 R Hydriomena divisaria Walker, 1860 E Jun – E Jul m B – T: McDunnough (1954) L: McDunnough (1954), Prentice (1963) C: CNC, UASM 1269 R Hydriomena renunciata (Walker, 1862) M Jun – M Jul m B – T: McDunnough (1954) L: Bowman (1951), McDunnough (1954), Prentice (1963), Pohl et al. (2004b) C: CNC, NFRC, OLDS, UASM 1270 * R Hydriomena albimontanata McDunnough, 1939 M Jun M – – T: McDunnough (1954) L: McDunnough (1954), McGuffin (1958b), Prentice (1963) C: CNC, NFRC, UASM 1271 R H Hydriomena ruberata (Freyer, 1831) L May – L Jun m B – T: McDunnough (1954), Skou (1986) L: Bowman (1951), McDunnough (1954), Pohl et al. (2004b) C: CNC, NFRC, OLDS, UASM 1272 R Hydriomena macdunnoughi Swett, 1918 Jun M – – T: McDunnough (1954) L: Bowman (1951), McDunnough (1954), McGuffin (1958b) C: CNC, NFRC, OLDS, UASM 1273 R H Hydriomena furcata (Th unberg, 1784) L Jul – M Aug m B – T: McDunnough (1954), Skou (1986) L: Bowman (1951), McDunnough (1954), Prentice (1963), Ives and Wong (1988), Pohl et al. (2004b) C: CNC, NFRC, OLDS, UASM 1274 R Hydriomena morosata Barnes and McDunnough, 1917 M Jun – E Jul – B g T: McDunnough (1954) L: Bowman (1951), McDunnough (1954) C: CNC 1275 R Triphosa haesitata (Guenée, [1858]) E Apr – E May; m B – L: Bowman (1951), Pohl et al. (2004b) C: CNC, M Sep – E Oct NFRC, OLDS, UASM (H) 1276 * R Coryphista meadii (Packard, 1874) L Jun – E Jul M – – T: Heitzman and Enns (1978) L: Bowman (1951), McGuffi n (1958b) C: CNC, UASM 1277 * R H Rheumaptera undulata (Linnaeus, 1758) M Jul – E Aug – B g T: Ferguson (1955), Skou (1986) L: Bowman (1951), Prentice (1963), Ives and Wong (1988) C: CNC, NFRC, OLDS, UASM 1278 * R H Rheumaptera hastata (Linnaeus, 1758) Jun – Jul M B – T: McGuffin (1973), Skou (1986) L: Bowman (1951), Prentice (1963), McGuffin (1973), Ives and Wong (1988) C: CNC, NFRC, PMAE, UASM 1279 * R H Rheumaptera subhastata (Nolcken, 1870) Jun – B – T: McGuffin (1973), Skou (1986) L: Bowman (1951), Prentice (1963), McGuffin (1973) C: CNC, NFRC, OLDS, UASM 1280 * R Entephria multivagata (Hulst, 1881) Jul – Aug M b – T: Troubridge (1997) L: Bowman (1951), Prentice (1963), Troubridge (1997) C: CNC, NFRC, UASM 1281 * R Entephria lagganata (Taylor, 1908) Aug M – – T: Troubridge (1997) L: Bowman (1951), Troubridge (1997) C: CNC, UASM 1282 * R Entephria kidluitata (Munroe, 1951) M Jul M – – T: Troubridge (1997) L: Troubridge (1997) C: CNC, UASM 1283 R Mesoleuca ruficillata (Guenée, [1858]) L Jun – M Jul m B g L: Bowman (1951), McGuffi n (1958b), Pohl et al. (2004b) C: CNC, NFRC, OLDS, PMAE, UASM 1284 R Mesoleuca gratulata (Walker, 1862) Jun M – – L: Bowman (1951), McGuffi n (1958b) C: NFRC, OLDS, UASM 1285 * R Spargania magnoliata Guenée, [1858] Jun – Jul m B – L: Bowman (1951) C: CNC, NFRC, OLDS, UASM 1286 * R H Spargania luctuata ([Denis and Schiffermüller], 1775) L Jun – M Jul m B – T: Skou (1986) L: Bowman (1951), Pohl et al. (2004b) C: CNC, NFRC, OLDS, UASM 1287 * R Perizoma basaliata (Walker, 1862) Jul m B – L: Bowman (1951), Pohl et al. (2004b) C: NFRC, OLDS, UASM 1288 * R Perizoma grandis (Hulst, 1896) Jul M – – L: None C: UASM 1289 R Perizoma custodiata (Guenée, [1858]) May – Aug – b G L: Bowman (1951) C: CNC, OLDS, UASM 1290 R Anticlea vasiliata Guenée, [1858] E – L May m B g T: Rindge (1967) L: Bowman (1951), Pohl et al. (2004b) C: CNC, NFRC, OLDS, UASM 1291 R Anticlea multiferata (Walker, 1863) Jun m B – T: Rindge (1967) L: Bowman (1951), Pohl et al. (2004b) C: CNC, NFRC, OLDS, 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 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.057 | 0.025 |
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".