Bibliographic record
Abstract
Catocalini 1705 R <i>Catocala relicta</i> Walker, 1858 E Aug – L Sep M B G T: Barnes and McDunnough (1918a), Forbes (1954) L: Bowman (1951), Crumb (1956), Prentice (1962), Pohl et al. (2004b) C: CNC, NFRC, OLDS, PMAE, UASM 1706 R <i>Catocala unijuga</i> Walker, 1858 E Jul – L Sep M B g T: Barnes and McDunnough (1918a), Forbes (1954) L: Bowman (1951), Crumb (1956), Pohl et al. (2004b) C: CNC, NFRC, OLDS, PMAE, UASM 1707 R <i>Catocala parta</i> Guenée, 1852 L Jul – E Sep – – G T: Barnes and McDunnough (1918a), Forbes (1954) L: Bowman (1951) C: CNC, UASM 1708 R <i>Catocala luciana</i> Strecker, 1874 M Aug – E Oct – – G T: Barnes and McDunnough (1918a), Forbes (1954) L: Bowman (1951), Hooper (1990a) C: CNC, UASM 1709 * R <i>Catocala hermia</i> Edwards, 1880 L Jul – E Sep – – G T: Barnes and McDunnough (1918a) L: Bowman (1951) C: CNC, OLDS, PMAE, UASM 1710 * R <i>Catocala californica</i> Edwards, 1864 L Aug M – – T: Barnes and McDunnough (1918a) L: None C: UASM 1711 R <i>Catocala briseis</i> Edwards, 1864 L Jul – L Sep M B G T: Barnes and McDunnough (1918a), Forbes (1954) L: Bowman (1951), Prentice (1962), Pohl et al. (2004b) C: CNC, NFRC, OLDS, PMAE, UASM 1712 * R <i>Catocala grotiana</i> Bailey, 1879 E Sep M – – T: Barnes and McDunnough (1918a) L: none C: UASM 1713 * R <i>Catocala semirelicta</i> Grote, 1874 M Jul – L Sep M B G T: Barnes and McDunnough (1918a), Forbes (1954) L: Bowman (1951), Pohl et al. (2004b) C: CNC, NFRC, OLDS, PMAE, UASM 1714 * R <i>Catocala meskei</i> Grote, 1873 L Jul – M Sep – – G T: Barnes and McDunnough (1918a), Forbes (1954) L: Bowman (1951) C: CNC, UASM 1715 R <i>Catocala junctura</i> Walker, 1858 L Aug – E Sep – – G T: Barnes and McDunnough (1918a), Forbes (1954) L: None C: CNC, UASM 1716 R <i>Catocala concumbens</i> Walker, 1858 M Aug – b G T: Barnes and McDunnough (1918a), Forbes (1954) L: Bowman (1951) C: CNC, UASM 1716.1 * P <i>Catocala sordida</i> Grote, 1877? – B – T: Barnes and McDunnough (1918a), Forbes (1954) 1717 R <i>Catocala ultronia</i> (Hübner, 1823) E Aug – M Aug – – G T: Barnes and McDunnough (1918), Forbes (1954) L: None C: CNC, UASM 1718 * R <i>Catocala praeclara</i> Grote and Robinson, 1866 E Sep – – G T: Barnes and McDunnough (1918a), Forbes (1954) L: None C: CNC, UASM 1719 R <i>Catocala blandula</i> Hulst, 1884 E Jul – L Sep m B G T: Barnes and McDunnough (1918a), Forbes (1954) L: Bowman (1951) C: CNC, OLDS, PMAE, 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 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 | 0.004 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.066 | 0.020 |
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; both teacher heads agree on what is shown here.
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".