Bibliographic record
Abstract
201. Gennadota puberula (Casey) (Illustrations in Klimaszewski and Pelletier 2004), References. Casey 1893 (as Callicerus). Moore and Legner 1975. Klimaszewski and Peck 1986 (as Ilyobates). Distribution. Nearctic. USA: IA, IL, ME (NSR), MO, NH (NSR), NY, PA. Collection and Habitat data. In NH all specimens but three were taken by flight intercept (usually), window, or Malaise traps; the three other specimens were found clinging to the side of a water tower. This appears to be another winter-active species, most commonly collected in October–November, and sporadically taken through the winter and spring to May. In NY recorded from caves; two specimens were collected from liver-baited pitfall traps (Klimaszewski and Peck 1986). Material. USA, Maine. York Co.: West Lebanon, 16–29.X.1990, 2 females; 18–25.XI.1991, 2 males; 20– 29.XI.1990, 1 male; 30.X–5.XI.1990, 1 male, 2 females; 7–20.X.1991, D.W. Barry, FIT, 2 females. New Hampshire. Carroll Co.: 1 mi N Wonalancet, E Fork Spring Brk., 18–31.X.1985, D.S. Chandler, fl. intercept trap, 1 male, 1 female. The Bowl, 2.5 mi NW Wonalancet, 1–19.XI.1985, 3 males, 1 female; 18–31.X.1985, 1 female; 4–19.X.1984, D.S. Chandler, FITrap, 1 male. Strafford Co.: 1 mi SW Durham, 12.IV.1982, 1 female; 17.XI.1987, 1 female; 19.XI.1991, 1 female; 15.X–4.XI.1987, D.S. Chandler, FIT, 7 males, 1 female; 28.XII.1990, W.J. Morse, water tower, 1 female. 4 mi W Durham, 14–17.V.1982, 2 males; 13–26.X.1982, 1 male; 20.X–1.XI.1982, R.M. Reeves, window trap, 1 male, 2 females; 20.X–1.XI.1982, 1 male, 4 females; 2–7.XI.1982, R.M. Reeves, malaise trap, 1 female. Durham, 1.XI.1978, W.J. Morse, water tower, 1 female. Durham, Foss Farm Road, 26.III.1981, W.J. Morse, water tower, 1 female. Spruce Hole, 3 mi SW Durham, 5–24.XI.1987, D.S. Chandler, FIT, 1 female.
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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 | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.156 | 0.091 |
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".