Bibliographic record
Abstract
Gracillariinae 65 R Caloptilia acerifoliella (Chambers, 1875) Apr – Jun; – B g L: Bowman (1951) C: UASM Sep – Oct (H) 66 * R Caloptilia alnivorella (Chambers, 1875) E May – M Jun; – B g Alder Leafminer L Jul – Oct (H) T: McDunnough (1946b), Pohl et al. (2004c) L: Bowman (1951), Prentice (1965), Pohl et al. (2004b, 2004c) C: CNC, NFRC 67 R Caloptilia anthobaphes (Meyrick, 1921) M May – L Jun – B – L: Pohl et al. (2004b) C: CNC, NFRC 68 * U Caloptilia betulivora McDunnough, 1946 E May – M Jun; m B g T: McDunnough (1946b) L Jul – Oct (H) L: Pohl et al. (2004b) C:?NFRC 69 R Caloptilia canadensisella (McDunnough, 1956) Jun – B – T: McDunnough (1956) L: Pohl et al. (2004b) C: CNC,?NFRC 70 R Caloptilia cornusella (Ely, 1915) May – Jul – B – L: Bowman (1951) C: UASM 71 R Caloptilia coroniella (Clemens, 1864) E Jun – b – L: Pohl et al. (2004b) C: NFRC 72 * R i Caloptilia fraxinella (Ely, 1915) E May – E Jun; – b g Ash Leaf Cone Roller M Jul – Oct (H) T: Pohl et al. (2004c) L: Pohl et al. (2004c) C: CNC, NFRC 73 * R Caloptilia invariabilis (Braun, 1927) Apr – Jun; – B g Cherry Leaf-cone Caterpillar Sep – Oct (H) L: Bowman (1951); [Pohl et al. (2004b)] C: NFRC, UASM 74 * R Caloptilia murtfeldtella (Busck, 1904) Jun M – – L: Bowman (1951) C: CNC, NFRC 75 R Caloptilia negundella (Chambers, 1876) Apr – Jun; – B g Boxelder Leafroller Sep – Oct (H) L: Bowman (1951), Prentice (1965) C: CNC, NFRC, UASM 75.1 * P Caloptilia rhoifoliella (Chambers, 1876) Aug – – g 76 R H Caloptilia stigmatella (Fabricius, 1781) E May – E Jun; m B g L: Pohl et al. (2004b) C: NFRC, OLDS L Jul – Oct (H) 77 R Caloptilia strictella (Walker, 1864) Jul – B g T: McDunnough (1946b), Pohl et al. (2004c) L: None C: CNC, NFRC 78 R I Caloptilia syringella (Fabricius, 1794) Apr – Jun; – B g Lilac Leafminer Sep – Oct (H) L: Ives and Wong (1988) C: AGRL, NFRC, OLDS 79 R Micrurapteryx salicifoliella (Chambers, 1872) E May – M Jun; m B g T: Ives and Wong (1988) E Jul – Oct (H) L: Pohl et al. (2005) C: CNC, NFRC 80 R Parectopa albicostella Braun, 1925 L May – Jul – B g L: Bowman (1951) C: UASM 81 R Parectopa pennsylvaniella (Engel, 1907) L Jun – E Jul – B g L: Bowman (1951), Pohl et al. (2004b) C: CNC, NFRC, UASM 82 R Parornix conspicuella (Dietz, 1907) E Jun – L Jul – B g L: Pohl et al. (2004b) C: CNC,?NFRC, UASM 83 R Acrocercops astericola (Frey and Boll, 1873) E Jun – E Jul M B g L: Bowman (1951), Pohl et al. (2004b) C: CNC, NFRC, 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 | 0.002 | 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) | 0.050 | 0.013 |
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".