Dolichogenidea antjevirkusae Fernandez-Triana & Boudreault 2025, sp. nov.
Bibliographic record
Abstract
Dolichogenidea antjevirkusae Fernandez-Triana & Boudreault sp. nov. Fig. 29 A – F Type material. Holotype. Costa Rica • Female, CNC; Guanacaste, Area de Conservación Guanacaste, Sector Cacao, Sendero Cima; 10.93328, -85.45729; 1,460 m; 18.xii.2008; D. H. Janzen & W. Hallwachs leg.; Malaise trap; Voucher code: DHJPAR 0031522. Diagnostic description. Posterior 0.5–0.6 of T 1 mostly with strong sculpture, usually longitudinal striae; T 1 slightly broadening posteriorly; T 2 mostly smooth; T 2 comparatively very transverse but with anterior margin arcuate; ovipositor sheath clearly longer (1.15–1.25 ×) than metatibia length; tegula and humeral complex dark brown; coxae dark brown to black; trochantelli mostly yellow-brown; metafemur dark brown; metatibia dark brown on posterior 0.8; body length: 2.96 mm; fore wing length: 3.44 mm. Among species with smooth T 2 and metafemur dark, this species can be distinguished by T 1 shape, ovipositor sheath length, and tegula, humeral complex and trochantelli color. Distribution. Costa Rica. Biology. No host data available. DNA barcoding data. BIN BOLD: AAM 5849 (1 sequence, barcode compliant). Etymology. Named in honor of Mrs. Antje Virkus of Germany in recognition of her recent efforts to support Area de Conservación Guanacaste biodiversity through establishing neighboring plantation reforestation as a business venture that will also be invaded by wild ACG biodiversity.
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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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.001 | 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) | 0.010 | 0.005 |
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".