Epichlorops puncticollis Zetterstedt
Bibliographic record
Abstract
Epichlorops puncticollis (Zetterstedt) (Figs. 10–18) Oscinis puncticollis Zetterstedt, 1848: 2636. Type locality: SWEDEN: Gotland, Gudhem. Epichlorops puncticollis: Becker 1912: 28; Sabrosky 1941: 742; Sabrosky 1965: 791; Andersson 1966: 70; Andersson 1977: 145; Kanmiya 1983: 292; Wheeler 1994: 407. Diagnosis. Head slightly longer than high in profile. Frons nearly as wide as long, projecting only slightly in front of eye. Ocellar triangle dark brown, narrowing evenly to anterior margin of frons, anterior apex ending in a broad obtuse tip. 3rd antennal segment brown. Thorax slightly broader than head. Scutum black except for yellow lateral margins and covered with fine black setulae on small tubercles. Scutellum yellow. Abdomen completely brown dorsally except for posterior margin yellow, setulae on tergum 5 pale. Male genitalia: epandrium with pale setulae; surstylus with posterior region short hook-like and curved forward; hypandrium relatively narrow in lateral view. Material examined. 1 male, CHINA: Xinjiang, Aletai, Beitun, 21. VII. 2007, Shan Huo; 5 males 2 females, CHINA: Xinjiang, Aletai, Hemu, 22. VII. 2007, Shan Huo; 1 male, CHINA: Xinjiang, Aletai, Hemu, 24. VII. 2007, Shan Huo. Distribution. Canada, China (Xinjiang), France, Germany, Great Britain, Japan, Kazakhstan, Mexico, Poland, Russia, USA.
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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) | 0.006 | 0.002 |
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".