Bibliographic record
Abstract
Gnorimoschemini 325.1 * P Gnorimoschema clavatum Povolný, 1998? – – G T: Povolný (1998d) 326 * R Gnorimoschema contrarium Braun, 1921 M Jul – E Aug M – – L: None C: CNC 327 * R Gnorimoschema dudiella Busck, 1903 L Jul – E Aug M – – L: None C: CNC 328 R Gnorimoschema gallaeasterella (Kellicott, 1878) Jun – Aug – b g T: Miller (2000) L: Bowman (1951) C: NFRC,?OLDS, UASM 329 R Gnorimoschema gallaesolidaginis (Riley, 1869) Aug – Sep – b g T: Miller (2000) L: Bowman (1951) C: UASM 330 * R Gnorimoschema gallaespeciosum Miller, 2000 E Aug – B g T: Miller (2000) L: None C: NFRC 330.1 * P Gnorimoschema petiolatum Povolný, 1998? – – G T: Povolný (1998d) 331 * R Gnorimoschema reichli Povolný, 1998 Jul - Aug M – – T: Povolný (1998d) L: None C: NFRC 331.1 * P Gnorimoschema segregatum Povolný, 1998? – – G T: Povolný (1998d) 332 R Gnorimoschema septentrionella Fyles, 1911 L Jul – Aug – B g T: Miller (2000) L: Pohl et al. (2004b) C: NFRC, UASM 332.1 * P Gnorimoschema spinosum Povolný, 1998? – – G T: Povolný (1998d) 333 R Gnorimoschema triocellella (Chambers, 1877) Jun M – – T: Povolný (1967) L: Bowman (1951) C: CNC, UASM 334 R Gnorimoschema vastificum Braun, 1929 Jul – – G T: Powell and Povolný (2001) L: Powell and Povolný (2001),? Pohl et al. (2004b) C: NFRC, OLDS 335 * U Scrobipalpula henshawiella (Busck, 1903) M Jun – M Jul M – – T: Povolný (1967) L: None C:?CNC 336 * R Scrobipalpula lutescella (Clarke, 1934) L May – b g T: Povolný (1967), Powell and Povolný (2001) L: None C: CNC 337 * R H Scrobipalpula psilella (Herrich-Schäffer, 1855) May – Jun M – g T: Powell and Povolný (2001) L: Povolný (1998d) C: Unknown 338 * R Scrobipalpula radiatella (Busck, 1904) Jul M – – L: Bowman (1951) C: CNC 339 * R H Scrobipalpa atriplicella (F. von Röslerstamm, 1839) May – Jul – b g T: Povolný (1967), Powell and Povolný (2001) L: Bowman (1951) C: UASM 339.1 * P H Scrobipalpa instabilella (Douglas, 1846) L Jun – – G T: Povolný (1998d), Powell and Povolný (2001) 340 * R Scrobipalpa macromaculata (Braun, 1925) E Jul – – G L: None C: CNC 341 * R I Scrobipalpa obsoletella (F. von Röslerstamm, 1841) Aug – b g T: Povolný (1967), Powell and Povolný (2001) L: Bowman (1951) C: UASM 342 R Agonochaetia conspersa (Braun, 1921) Jun M – G L: Bowman (1951) C: UASM 343 * R H Caryocolum pullatella (Tengström, 1848) L Aug – b g T: Huemer (1988) L: Pohl et al. (2005) C: NFRC 344 R H Caryocolum cassella (Walker, 1864) M Jul – E Aug – b g T: Huemer (1988) L: Pohl et al. (2005) C: NFRC 345 * R Scrobipalpopsis petrella (Busck, 1915) Jul M – – T: Povolný (1967) L: Bowman (1951) C: 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 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.048 | 0.021 |
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".