Revision of the Neotropical genus Syntomoneurum Becker (Diptera: Dolichopodidae)
Bibliographic record
Abstract
Abstract The Neotropical genus Syntomoneurum Becker is revised. The genus is defined within the subfamily Dolichopodinae on the basis of the possession of a strong basiventral seta on the fore femur, a single notopleural seta, and very reduced pulvilli on the midleg and hindleg in both sexes. Males also possess a cluster of 2-3 strong setae on both the fore femur and mid coxa. One new species, Syntomoneurum giganteum Brooks is described and the three previously known species (S. alatum Becker, S. anale Parent, S. beckeri Parent) are redescribed. A lectotype is designated for S. alatum. A key to the species is provided. Evidence supporting the placement of Syntomoneurum in the subfamily Dolichopodinae near Tachytrechus Haliday is discussed.
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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 | 0.001 | 0.001 |
| 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 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.000 |
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".