Bibliographic record
Abstract
Apameini 1910.2 * P Apamea verbascoides (Guenée, 1852) Jun – Aug? – B g T: Mikkola et al. (2009) 1911 R Apamea cariosa (Guenée, 1852) L Jun – M Jul – – G T: Mikkola et al. (2009) L: Mikkola et al. (2009) C: CNC, UASM 1912 * R Apamea vultuosa (Grote, 1875) L Jun – L Jul M B g T: Mikkola et al. (2009) L: Bowman (1951), Mikkola et al. (2009) C: CNC, OLDS, PMAE, UASM 1913 R Apamea plutonia (Grote, 1883) E – L Jul m B – T: Mikkola et al. (2009) L: Bowman (1951), Crumb (1956), Mikkola et al. (2009) C: CNC, UASM 1914 * R Apamea alia (Guenée, 1852) M Jun – L Jul m B – T: Mikkola et al. (2009) L: Bowman (1951), Crumb (1956), Mikkola et al. (2009) C: CNC, OLDS, UASM 1915 * R H Apamea indocilis (Walker, 1856) M Jun – M Jul m B – T: Mikkola et al. (2009) L: Bowman (1951), Crumb (1956), Mikkola et al. (2009) C: CNC, OLDS, UASM 1916 R Apamea impulsa (Guenée, 1852) L Jul – E Aug m b – T: Mikkola et al. (2009) L: Bowman (1951), Mikkola et al. (2009) C: CNC, OLDS, UASM 1917 * R Apamea unita (Smith, 1904) Jun m b – T: Mikkola et al. (2009) L: Bowman (1951), Mikkola et al. (2009) C: AMNH 1918 * R H Apamea sordens (Hufnagel, 1766) M May – L Jun – b G T: Mikkola et al. (2009) L: Bowman (1951), Crumb (1956), Mikkola et al. (2009) C: CNC, NFRC, OLDS, PMAE, UASM 1919 * R Apamea inordinata (Morrison, 1875) E Jun – M Jul m – G T: Mikkola et al. (2009) L: Bowman (1951), Mikkola et al. (2009) C: CNC, OLDS, PMAE, UASM 1920 R Apamea spaldingi (Smith, 1909) M May – M Jun m – G T: Mikkola et al. (2009) L: Mikkola et al. (2009) C: CNC, OLDS, UASM 1921 * R Apamea lignicolora (Guenée, 1852) M Jun – L Jul – b G T: Mikkola et al. (2009) L: Mikkola et al. (2009) C: CNC, UASM 1922 * R Apamea antennata (Smith, 1891) E Jul M – – T: Mikkola et al. (2009) L: Mikkola et al. (2009) C: CNC, UASM 1922.1 * P Apamea atrosuffusa (Barnes and McDunnough, 1913) Aug M – G T: Mikkola et al. (2009) 1923 * R Apamea sora (Smith, 1903) E Jul – L Aug M – – T: Mikkola et al. (2009) L: Bowman (1951), Mikkola et al. (2009) C: CNC, UASM 1924 * R Apamea commoda (Walker, 1857) E Jun – E Aug M B G T: Mikkola et al. (2009) L: Bowman (1951), Pohl et al. (2004b), Mikkola et al. (2009) C: CNC, NFRC, OLDS, UASM 1925 * R Apamea centralis (Smith, 1891) E Jul M – – T: Mikkola et al. (2009) L: Mikkola et al. (2009) C: UASM 1926 R Apamea occidens (Grote, 1878) L Jun – – G T: Mikkola et al. (2009) L: Bowman (1951), Crumb (1956), Hooper (1991b), Mikkola et al. (2009) C: CNC, UASM 1927 * R Apamea amputatrix (Fitch, 1857) L Jun – E Aug M B G Yellow-headed Cutworm Moth T: Mikkola et al. (2009) L: Bowman (1951), Crumb (1956), Mikkola et al. (2009) C: CNC, NFRC, OLDS, PMAE, UASM 1927.1 * P Apamea acera (Smith, 1900) Jul M – G T: Mikkola et al. (2009) 1928 * R Apamea burgessi (Morrison, 1874) L Aug – E Sep – – G T: Mikkola et al. (2009) L: Hooper (1991b), Mikkola et al. (2009) C: CNC, UASM 1929 R Apamea longula (Grote, 1879) E Aug – E Sep – – G T: Mikkola et al. (2009) L: Bowman (1951), Mikkola et al. (2009) C: CNC, OLDS, UASM 1930 * R Apamea scoparia Mikkola, Mustelin and E Jun – E Aug M B G Lafontaine, 2000 T: Mikkola et al. (2009) L: [Bowman (1951)], Mikkola et al. (2009) C: CNC, NFRC, OLDS, PMAE, UASM 1931 * R Apamea cogitata (Smith, 1891) M Jul – M Aug m B G T: Mikkola et al. (2009) L: Bowman (1951), Crumb (1956), Pohl et al. (2004b), Mikkola et al. (2009) C: CNC, NFRC, OLDS, PMAE, UASM 1932 * R Apamea inficita (Walker, 1857) M Jul – L Aug m b G T: Mikkola et al. (2009) L: Bowman (1951), Mikkola et al. (2009) C: CNC, NFRC, OLDS, UASM 1932.1 * P Apamea lutosa (Andrews, 1877) Jun – Jul? – – G T: Mikkola et al. (2009) 1933 R Apamea devastator (Brace, 1819) L Jun – M Sep M b G Glassy Cutworm Moth T: Mikkola et al. (2009) L: Bowman (1951), Crumb (1956), Mikkola et al. (2009) C: CNC, NFRC, OLDS, PMAE, UASM 1934 * R H Apamea zeta (Treitschke, 1825) E Jul – L Aug M – – T: T: Mikkola et al. (2009) L: Bowman (1951), Mikkola et al. (2009) C: CNC, OLDS, UASM 1935 * R Apamea contradicta (Smith, 1895) M Jun – L Jul M B g T: Mikkola et al. (2009) L: Bowman (1951), Mikkola et al. (2009) C: CNC, OLDS, PMAE, UASM 1936 * R Apamea niveivenosa (Grote, 1879) E Jul – M Aug m b G T: Mikkola et al. (2009) L: Bowman (1951), Mikkola et al. (2009) C: CNC, NFRC, OLDS, PMAE, UASM 1937 * R Lateroligia ophiogramma (Esper, 1793) Jul – b g T: Troubridge et al. (1992), Mikkola and Lafontaine (1994), Mikkola et al. (2009) L: None C: UASM 1938 R Resapamea passer (Guenée, 1852) M Jun – M Aug m B G T: Forbes (1954) L: Bowman (1951), Crumb (1956) C: CNC, OLDS, UASM 1939 * R Eremobina claudens (Walker, 1857) E Aug – L Sep m B – T: Forbes (1954) L: Bowman (1951) C: CNC, NFRC, PMAE, UASM 1940 * R Eremobina leucoscelis (Grote, 1874) E Aug – L Sep – B g T: Forbes (1954) L: None C: CNC, UASM 1940.1 * P Oligia modica (Guenée, 1852) L Jul – E Aug – b g T: Forbes (1954) 1941 R Oligia fractilinea (Grote, 1874) M Jul – L Aug – – G T: Forbes (1954) L: Bowman (1951) C: CNC, UASM 1942 * R Oligia rampartensis Barnes and Benjamin, 1923 L Jul – E Sep M – – L: [Bowman (1951)] C: CNC, NFRC, PMAE, UASM 1943 R Oligia egens (Walker, 1857) L Jul – M Sep m b g L: Bowman (1951) C: CNC, PMAE, UASM 1943.1 * P Oligia obtusa (Smith, 1902)? – – G T: Forbes (1954) 1944 R Oligia mactata (Guenée, 1852) M Aug – M Sep m B g T: Forbes (1954) L: Bowman (1951), Pohl et al. (2004b) C: CNC, NFRC, PMAE, UASM 1945 R Oligia illocata (Walker, 1857) M Aug – M Sep – B g T: Forbes (1954) L: Bowman (1951), Prentice (1962), Pohl et al. (2004b) C: CNC, NFRC, PMAE, UASM 1946 * R Neoligia subjuncta (Smith, 1898) L Jun – E Aug M b G T: Troubridge and Lafontaine (2002) L: Bowman (1951), Troubridge and Lafontaine (2002) C: CNC, PMAE, UASM 1947 * R Neoligia tonsa (Grote, 1880) Aug M – G T: Troubridge and Lafontaine (2002) L: Troubridge and Lafontaine (2002) C: CNC 1948 * R Neoligia lillooet Troubridge and Lafontaine, 2002 M Aug M – – T: Troubridge and Lafontaine (2002) L: None C: UASM 1949 * R Neoligia invenusta Troubridge and Lafontaine, 2002 E Sep M – – T: Troubridge and Lafontaine (2002) L: None C: UASM 1949.1 * P Xylomoia chagnoni Barnes and McDunnough, 1917 L Jul – b g 1950 * R Photedes includens (Walker, 1858) M Jul – M Sep – b G L: Bowman (1951) C: CNC, PMAE, UASM 1951 * R Photedes inops (Grote, 1881) E Aug – E Sep – – G T: Forbes (1954) L: Bowman (1951) C: CNC, UASM 1952 * R Photedes panatela (Smith, 1904) L Jun – M Jul – b g T: Forbes (1954) L: Bowman (1951) C: UASM 1953 * R Photedes didonea (Smith, 1894) L Jul – E Sep – – G T: Mikkola (1998) L: Bowman (1951) C: CNC, UASM 1954 * R Hypocoena inquinata (Guenée, 1852) E Jul – M Aug m B g T: Forbes (1954) L: Bowman (1951) C: CNC, NFRC, UASM 1955 * R Hypocoena basistriga (McDunnough, 1933) E Aug – M Sep m B g L: Bowman (1951) C: CNC, NFRC, UASM 1956 R Hypocoena rufostrigata (Packard, 1867) L Jun – L Aug M B G T: Forbes (1954) L: Bowman (1951) C: CNC, NFRC, UASM 1957 * R “ Photedes ” defecta (Grote, 1874) L Jul – L Sep – b G T: Forbes (1954) L: Bowman (1951) C: CNC, UASM 1958 * R Capsula oblonga (Grote, 1882) L Aug – – G T: Forbes (1954) L: None C: CNC, UASM 1959 R Capsula subflava (Grote, 1882) E Aug – M Sep m b G T: Forbes (1954) L: Bowman (1951) C: CNC, PMAE, UASM 1960 * R Helotropha reniformis (Grote, 1874) E Aug – L Sep – B G T: Forbes (1954) L: Bowman (1951), Crumb (1956) C: CNC, UASM 1961 * R Amphipoea interoceanica (Smith, 1899) E Aug – E Sep – B G T: Forbes (1954) L: Bowman (1951) C: CNC, UASM 1962 * R Amphipoea americana (Speyer, 1875) L Jul – L Sep m B g T: Forbes (1954) L: Pohl et al. (2004b) C: CNC, NFRC, PMAE, UASM 1963 R Papaipema harrisii (Grote, 1881) M Aug – L Sep – b G T: Forbes (1954) L: Bowman (1951) C: CNC, PMAE, UASM 1964 * R Papaipema birdi (Dyar, 1908) L Aug – L Sep – B – L: [Bowman (1951)] C: CNC, UASM 1965 * R Papaipema maritima Bird, 1909 E Oct – – G L: None C: UASM 1966 * R Papaipema unimoda (Smith, 1894) L Aug – M Sep – b g L: Bowman (1951), Crumb (1956) C: CNC, UASM 1967 * R Hydraecia pallescens Smith, 1899 E Sep – E Oct M – G L: Bowman (1951) C: CNC, UASM 1968 R Hydraecia perobliqua Hampson, 1910 L Jul – L Sep – b G L: Bowman (1951) C: CNC, UASM 1969 * R Hydraecia intermedia Barnes and Benjamin, 1924 Aug m – G L: Bowman (1951) C: CNC
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.280 | 0.136 |
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".