Dolichogenidea angelsolisi Fernandez-Triana & Boudreault 2025, sp. nov.
Bibliographic record
Abstract
Dolichogenidea angelsolisi Fernandez-Triana & Boudreault sp. nov. Figs 21 A – G, 154 A Type material. Holotype. Costa Rica • Female, CNC; Guanacaste, Area de Conservación Guanacaste, Sector Pitilla, Quebradona; 10.99102, -85.39539; 475 m; 13.v.2013; Ricardo Calero leg.; Host: immidJanzen 01 Janzen 26; Voucher code: DHJPAR 0052324; Host voucher code: 13-SRNP-70810. Paratypes. Costa Rica • 2 Males, CNC; DHJPAR 0052333, DHJPAR 0053056. Diagnostic description. T 1 length medially ~ 3.0 × its width at posterior margin; T 2 more or less trapezoidal in shape; T 2 sculptured ~ margins, centrally smooth; hypopygium with single, small pleat; ovipositor sheath <0.5 × metatibia length; all coxae brown to dark brown; metafemur entirely to mostly yellow (at most with darker spot on posterior 0.3 or less); body length: 2.28 mm; fore wing length: 2.56 mm. Among all species with dark coxae and T 2 at least partially smooth, D. angelsolisi can be distinguished by its almost unpleated hypopygium and short ovipositor sheath. Another species, D. bernardoespinozai, is very similar and we could not find any morphological characters to reliably separate them. However, they can be diagnosed by strong differences in DNA barcodes (almost 10 % base pairs difference between the two species) as well as the fact that they have been found at different elevations and ecosystems (see more details provided under D. bernardoespinozai). Distribution. Costa Rica. Biology. Solitary. Immidae: indetermined species with interim name immidJanzen 01 Janzen 26. DNA barcoding data. BIN BOLD: BOLD: ACI 3413 (3 sequences, 3 barcode compliant). Etymology. Named in honor of Sr. Angel Solis of Costa Rica, and the Costa Rican National Museum, BioAlfa and the former INBio (Instituto Nacional de Biodiversity) in recognition of his four + decades dedicated to the biodiversity understanding of the Coleoptera of Costa Rica.
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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) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.013 | 0.006 |
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".