Dolichogenidea yvesbraeti Fernandez-Triana & Boudreault 2025, sp. nov.
Bibliographic record
Abstract
Dolichogenidea yvesbraeti Fernandez-Triana & Boudreault sp. nov. Fig. 150 A – F Type material. Holotype. French Guiana • Female, CNC; Montagne de Kaw, Relais Patawa, Pk 37, 5; 4°32'42"N, 52°09'09"W; iii.2001; A. E. I. Guyane-J. Cerda leg.; Malaise Trap; Voucher code: CNC 492795. Paratypes. French Guiana • 1 Female, CNC; voucher code: CNC 492720. Diagnostic description. F 15 comparatively very long, 2.0 × as long as its width; fore wing vein r longer than pterostigma height and ~ 2.0 × as long as vein 2 RS; T 1 parallel-sided, <3.0 × its width at posterior margin; T 1 mostly sculptured; T 2 smooth and transverse; ovipositor comparatively thicker, as wide or wider than flagellomeres width; pterostigma mostly brown but with pale spot at anterior 0.2; all legs yellow or orange yellow, except for metacoxa mostly dark brown to black but with posterior 0.2 yellow; body length: 2.94–3.28 mm; fore wing length: 3.41–3.44 mm. Among all species with T 1 sculptured but T 2 smooth, this species can be recognized by the legs being entirely yellow to orange yellow, pterostigma color, long F 15 and comparatively thick ovipositor. Distribution. French Guiana. Biology. No host data available. DNA barcoding data. No data. Etymology. Named after Yves Braet, as recognition to his contributions to the study of the French Guiana fauna of braconid parasitoid wasps.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.002 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.016 | 0.008 |
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".