Limnellia stenhammari Zetterstedt
Bibliographic record
Abstract
Limnellia stenhammari Zetterstedt (Figs. 10–12) Ephydra stenhammari, Zetterstedt, 1846: 1842 [Sweden. Skåne, Mellby, Esperöd]. Scatella stenhammari, Loew, 1860: 40 [generic combination]. Stictoscatella stenhammari, Collin, 1930: 139 [generic combination]. Eustigoptera stenhammari, Cresson, 1930: 128 [generic combination]. Lamproscatella stenhammari, Hendel, 1930: 153 [generic combination]. Limnellia stenhammari, Cresson, 1935: 364 [generic combination]. Ephydra meleagris, Zetterstedt, 1846: 1843 [nomen nudum, published in synonymy]. Ephydra oscitans, Walker, 1849: 1106 [Canada. Ontario: Hudson Bay, Albany River, St. Martin’s Falls]. Scatella oscitans, Osten Sacken, 1878: 204 [generic combination]. Ilythea oscitans, Coquillett, 1900: 260 [generic combination]. Limnellia oscitans, Wirth, 1965: 758 [generic combination]. Diagnosis. Palpi yellow; legs black; wings with five distinct white markings at least in R1 cell (Fig. 10); halters black. Epandrium slightly longer than wide, rounded dorsally and truncate ventrally in posterior view (Fig. 11); surstyli large, longer than wide; aedeagus with short and thick anterior projection (Fig. 12). Material studied. 13, China, Beijing, Xiaolongmen, 39°56'N, 116°05'E, 7.VII.2005, Hui Dong leg. Distribution. China (Beijing); Algeria, Austria, Czech Republic, Estonia, Finland, France, Germany, Great Britain, Hungary, Japan, Netherlands, Norway, Poland, Russia, Spain, Sweden, Canada, Greenland, 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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.033 | 0.013 |
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".