Six new species of the genus Eumerus Meigen, 1822 from Iran (Diptera, Syrphidae)
Bibliographic record
Abstract
Six new species of the genus Eumerus Meigen, 1822 are here described from Iran.The new species and their four related groups are as follows: E. nadoosheni Gilasian & van Steenis sp.nov. of the Eumerus barbarus group; E. pollinipedes Gilasian & van Steenis sp.nov. of the Eumerus minotaurus group; E. effossus Gilasian & van Steenis sp.nov.and E. similis Gilasian & van Steenis sp.nov. of the Eumerus obliquus group, as well as E. intermedius Gilasian & van Steenis sp.nov.and E. khiabani Gilasian & van Steenis sp.nov. of the Eumerus ornatus group.In addition, the species E. argyropus Loew, 1848 and E. torsicus Grković & Vujić, 2015 are newly recorded from Iran.The illustrations of the male genitalia and images of the new species are provided.
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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 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.004 | 0.001 |
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".