Bibliographic record
Abstract
Taenionema pacificum (Banks) (Figs. 13, 22, 30, 53, 61, 73, 82, 95, 108) Distribution. Widespread west of the 100 th Meridian (Alberta, Alaska, Arizona, British Columbia, California, Colorado, Idaho, Montana, New Mexico, Oregon, Utah, Washington, Wyoming, Yukon). Material Examined. Alaska: Chena River near Fairbanks, 4-IV- 1968, Kreizenbeck, 5♂ nymphs, 5♀ larvae; 10-III-1972, E.W. Shallock & W.M. Jinkinson, ♂ reared with exuvium and 1♂ and 4♀ larvae partially emerged with attached exuvia; 3-IV- 1972, E.W. Shallock & W.M. Jinkinson, ♂ reared with exuvium, 2♀ reared with exuvia; 11-IV-1972, E.W. Shallock W.M. Jinkinson, 29♂ larvae, 11♀ larvae, 2♂ reared with exuvia. Montana: Lincoln Co., Kootenai River, 19-III-1970, R.L. Newell, 2♂ larvae. New Mexico: Rio Arriba Co., Rio de las Vallecitos, R. Hassage, 20-III-1986, 4 reared ♂ with exuvia, 2 reared ♀ with exuvia, 1 partially emerged ♀ with exuvium attached. Characters. Color, pigmentation (Fig. 13), maxillae (Fig. 30), body, leg (Fig. 53) and cercal setation, and sexual dimorphism (Figs. 61, 73, 82) generally typical of genus. Body length ♂ 8.5- 10 mm, ♀ 9-11 mm. Antennal segments ♂ 64-68, ♀ 64-68. Cercal segments ♂ 46-58, ♀ 44-58. Male 9 th sternum (Fig. 95) ovate with posterolateral sides convex and apex narrowly rounded. Female 9 th sternum (Fig. 108) narrower than ♂, triangulate behind greatest width with nearly straight sides, and pointed apex.
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.014 | 0.004 |
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".