Bibliographic record
Abstract
158 Euura pallidinervis (Hellén, 1951) Fig. 156 Pteronidea pallidinervis Hellén, 1951b: 108–109. Diagnosis Its large size (9–10 mm), short antenna and mostly black body distinguish this species from the others in the E. flavescens group. The lancet is not distinguishable from E. renei and E. serela sp. nov., but these species are smaller (5.5–6.8 mm) and much paler. Male unknown. Type material examined Syntype Pteronidea pallidinervis RUSSIA – Karelia • ♀; Kestenga, Mäntytunturi; 66.323° N, 30.067° E; 28 Jun. 1935; G.J. Kerrich leg.; MZH, http://id.luomus.fi/GL.3516. Notes Largely destroyed: parts of thorax and abdomen, two hind wings, one mid leg, and parts of both hind legs remain. Interpretation of the species is largely based on the possible syntype ♀ from Utsjoki (below). Possible syntype Pteronidea pallidinervis FINLAND – Inari Lapland • ♀; Utsjoki; 69.91° N, 27.03° E; W. Hellén leg.; MZH, http://id.luomus. fi/GP.110177. Host plants Unknown. One of the type specimens was collected from Betula nana (Hellén 1951b). Genetics COI No data. Nuclear No data. Distribution and material examined Palaearctic. Specimens studied are from Finland.
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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 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.034 | 0.015 |
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".