Dolichogenidea carlosalvaradoi Fernandez-Triana & Boudreault 2025, sp. nov.
Bibliographic record
Abstract
Dolichogenidea carlosalvaradoi Fernandez-Triana & Boudreault sp. nov. Fig. 37 A – F Type material. Holotype. Costa Rica • Female, CNC; Guanacaste, Area de Conservación Guanacaste, Sector Cacao, Cerro Pedregal; 10.9277, -85.4745; 1,080 m; 18.xii.2008; D. H. Janzen & W. Hallwachs leg.; Malaise trap; Voucher code: DHJPAR 0031380. Diagnostic description. Propodeum areola comparatively narrow (its height> 1.5 × 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 strongly sinuate; tegula brown; metacoxa entirely dark brown; body length: 2.30 mm; fore wing length: 2.30 mm; BIN BOLD: AAM 5848 which is 8.17 % different from the nearest BIN in BOLD as of March 2022. The color of metacoxa and tegula, shape of ovipositor and propodeum areola distinguish it from all species 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: AAM 5848 (1 sequence, barcode compliant). Etymology. Named in honor of Sr. Carlos Alvarado of San Jose, Costa Rica, in recognition of his bravery for being the President of Costa Rica for 2018–2022 and strongly supporting the non-damaging biodevelopment of its wild 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 | 0.002 | 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) | 0.011 | 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".