Dolichogenidea felipechavarriai Fernandez-Triana & Boudreault 2025, sp. nov.
Bibliographic record
Abstract
Dolichogenidea felipechavarriai Fernandez-Triana & Boudreault sp. nov. Figs 53 A – F, 54 A – F Type material. Holotype. Costa Rica • Female, CNC; Alajuela, Area de Conservación Guanacaste, sector: Sector San Cristobal, Jardin Estrada; 10.8655, -85.3969; 722 m; 23.xi.2012; Carolina Cano leg.; Host: Gonionota Janzen 116; Voucher code: DHJPAR 0051066; Host voucher code: 12-SRNP-5125. Paratypes. Costa Rica • 4 Females, CNC; DHJPAR 0050163, DHJPAR 0054786, DHJPAR 0054816, DHJPAR 0054819. Diagnostic description. F 15 length 1.4–1.5 × its height; T 1 and T 2 heavily sculptured with strong longitudinal striae; T 1 length <1.5 × T 1 width at posterior margin; T 2 broadly rectangular (but posterior margin sinuate), covering most surface of tergum; tegula white-yellow, clearly paler than brown humeral complex; pterostigma with very small paler spot on anterior 0.1 or less; pro- and mesocoxae yellow; metafemur entirely yellow; metatibia dark brown to black on posterior 0.7; laterotergites 1–4 and at least sternites 1–2 entirely to mostly yellow; body length: 2.53–2.97 mm; fore wing length: 2.72–3.05 mm. Among all species with heavily sculptured T 1 and T 2, T 1 comparatively broad and T 2 rectangular, D. felipechavarriai can be distinguished by the shape of F 15 and color of tegula, humeral complex, pterostigma, procoxa, mesocoxa, metafemur and metatibia, laterotergites and sternites. The closest species, D. chichicastenango from Guatemala, has darker coloration of legs and metasoma, and comparatively shorter F 15. Distribution. Costa Rica. Biology. Solitary. Depressariidae, Gonionota Janzen 116. DNA barcoding data. BIN BOLD: ACC 4119 (6 sequences, 6 barcode compliant). Etymology. Named in honor of Sr. Luis Felipe Chavarria of Area de Conservación Guanacaste in northwestern Costa Rica, for his outstanding performance of managing the on-site financial administration for the Guanacaste Dry Forest Conservation Fund and simultaneously photo-documenting a major portion of the landscape and vertebrates.
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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 | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.013 | 0.007 |
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".