Bibliographic record
Abstract
Spilomelini 1037 * R Diastictis ventralis (Grote and Robinson, 1867) Jul – – G T: Munroe (1956b) L: Bowman (1951), Munroe (1956b) C: CNC, NFRC 1038 * R Herpetogramma pertextalis (Lederer, 1863) Jun – b G T: Allyson (1984) L: Bowman (1951), Allyson (1984) C: UASM 1039 R Choristostigma plumbosignalis (Fernald, 1888) Jul – Aug M B g L: Bowman (1951), Pohl et al. (2004b) C: CNC, NFRC, OLDS, PMAE, UASM 1040 * R Choristostigma disputalis (Barnes and McDunnough, 1917) Jul M – – L: Bowman (1951) C: UASM 1041 R Udea rubigalis (Guenée, 1854) Jun M B g Celery Leaftier T: Munroe (1966) L: Bowman (1951) C: UASM 1041.1 * P Udea washingtonalis (Grote, 1882) L Jul M – – T: Munroe (1966) 1042 R H Udea inquinatalis (Zeller, 1846)? M – – T: Munroe (1966) L: Munroe (1966), Lafontaine and Wood (1997) C: NFRC 1043 * R Udea nordeggensis (McDunnough, 1929) L Jun M – – T: McDunnough (1929a), Munroe (1966) L: McDunnough (1929a), Bowman (1951), Munroe (1966) C: CNC, UASM 1044 * U Udea indistinctalis Warren, 1892 Jul M – – T: Munroe (1966) L: Bowman (1951) C: Unknown 1045 * R Udea itysalis (Walker, 1859) L Jun – Jul m B g T: Munroe (1966) L: Bowman (1951), Munroe (1966), Pohl et al. (2004b) C: CNC, NFRC, OLDS, UASM 1046 * R Udea abstrusa Munroe, 1966 M Jul – L Jul M b – T: Munroe (1966) L: Munroe (1966) C: CNC 1047 R Udea radiosalis (Möschler, 1883) Jul – Aug M b g T: Munroe (1966) L: Bowman (1951), Munroe (1966) C: CNC, NFRC, OLDS, UASM 1048 R Desmia funeralis (Hübner, 1796) Jul – Sep – B g Grape Leaf Folder T: Allyson (1984) L: Bowman (1951) C: NFRC, UASM 1049 * U Desmia maculalis Westwood, 1831 M Jun – – G L: None C:?CNC 1050 * R Loxostegopsis polle Dyar, 1917 Sep – – G L: None C: NFRC 1051 * R Diacme adipaloides (Grote, 1867) May – Jun – B g L: [Bowman (1951)] C: NFRC, UASM 1052 * R Mecyna submedialis (Grote, 1876) Jul – – G L: Bowman (1951) C: CNC, OLDS 1053 R Mecyna mustelinalis (Packard, 1873) Jun – Jul M b g L: Bowman (1951) C: CNC, NFRC, OLDS, UASM 1054 * R Nomophila nearctica Munroe, 1973 May – Sep M B G Celery Stalkworm T: Munroe (1973b) L: [Bowman (1951)], Munroe (1973b) C: AGRL, CNC, NFRC, OLDS, UASM Thyridoidea
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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.028 | 0.006 |
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".