Dolichogenidea claudiadoblesae Fernandez-Triana & Boudreault 2025, sp. nov.
Bibliographic record
Abstract
Dolichogenidea claudiadoblesae Fernandez-Triana & Boudreault sp. nov. Fig. 43 A – F Type material. Holotype. Costa Rica • Female, CNC; Guanacaste, Area de Conservación Guanacaste, Sector Santa Rosa, Area Administrativa; 10.8376, -85.6187; 295 m; 25.xii.2008; D. H. Janzen & W. Hallwachs leg.; Malaise trap; Voucher code: DHJPAR 0031810. Paratypes. Costa Rica • 7 Females, CNC; DHJPAR 0031862, DHJPAR 0031863, DHJPAR 0031585, DHJPAR 0031758, DHJPAR 0031684, DHJPAR 0031719, DHJPAR 0031844. Diagnostic description. Scutellar disc with coarse punctures; anterior half of mesopleuron and anteromesoscutum with relatively coarse punctures; propodeum areola comparatively broad (its height ~ 1.2 × its central width) and open anteriorly; T 1 and T 2 heavily sculptured with strong longitudinal striae; T 1 comparatively thin and mostly parallel-sided but posterior 0.1–0.3 slightly narrowing towards posterior margin; T 2 broadly trapezoidal in shape (with posterior margin slightly arcuate); ovipositor sheath ≤ 1.2 × metatibia length; ovipositor not sinuate; tegula and humeral complex yellow; pterostigma pale brown but centrally paler than margins; metacoxa entirely dark brown; metatibia entirely brown to dark brown; body length: 2.70–3.00 mm; fore wing length: 2.80–3.10 mm; BIN BOLD: AAD 2236, which is 5.61 % different from the nearest BIN in BOLD as of March 2022. The color of tegula, metacoxa, metatibia and pterostigma, and the sculpture of scutellar disc and anterior half of mesopleuron and anteromesoscutum separates this species from others with T 1 and T 2 heavily sculptured and T 1 comparatively thin. Distribution. Costa Rica. Biology. No host data available. DNA barcoding data. BIN BOLD: AAD 2236 (109 sequences, 109 barcode compliant). Etymology. Named in honor of Sra. Claudia Dobles of San Jose, Costa Rica in recognition of her support for her family, husband and the non-damaging biodevelopment of Costa Rica during his term as President (2018–2022).
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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 | 0.001 |
| 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) | 0.009 | 0.004 |
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".