Dolichogenidea moniquegilbertae Fernandez-Triana & Boudreault 2025, sp. nov.
Bibliographic record
Abstract
Dolichogenidea moniquegilbertae Fernandez-Triana & Boudreault sp. nov. Fig. 95 A – F Type material. Holotype. Costa Rica • Female, CNC; Guanacaste, Area de Conservación Guanacaste, Sector Santa Rosa, Area Administrativa; 10.83764, -85.61871; 295 m; 25.xii.2008; D. H. Janzen & W. Hallwachs leg.; Malaise trap; Voucher code: DHJPAR 0031740. Other material. Mexico • Female, UNAM; BIOUG 14382 - G 05. Diagnostic description. Pterostigma comparatively elongate, its length> 3.0 × its maximum height; T 1 strongly sculptured on posterior 0.5; T 2 almost entirely sculptured; T 2 very transverse, its width at posterior margin 4.0 × its central length; ovipositor straight; pterostigma with pale spot 0.2–0.3 pterostigma length; most veins transparent to yellow white; all trochantelli dark brown, anterior 0.3–0.4 of profemur and entire mesofemur brown; all coxae, metafemur and most of metatibia (except for anterior 0.2 which is yellow) dark brown to black; body length: 2.58 mm; fore wing length: 2.45 mm. This species could be difficult to key out, especially on couplet 10 where the interpretation of T 2 sculpture could lead to different alternatives. While D. moniquegilbertae has T 2 almost entirely sculptured (in that sense it would appear to run through the first half of couplet 9), its shape is very different from all other species with entirely and strongly sculptured T 2, as D. moniquegilbertae has T 2 very transverse (width at posterior margin 4.0 × its central length). That character, as well as color of legs, wing veins, and shape and color of pterostigma separate the species from similar ones. Distribution. Costa Rica, Mexico. Biology. No host data available. DNA barcoding data. BIN BOLD: AAX 8653 (11 sequences, 11 barcode compliant). Etymology. Named in honor of Mrs. Monique Gilbert of Vermont, USA, in recognition of her decade-plus of weathering the demands of being the two-country Development Officer for the NGO Guanacaste Dry Forest Conservation Fund and its integration with the Costa Rican government’s Area de Conservación Guanacaste (ACG) in northwestern Costa Rica. Notes. The record from Mexico is based on one sequence in BOLD which matches by 99.33–99.81 % (1–4 bp of difference) with the ACG sequences. Because we could not study that specimen (other than examining a photo available in BOLD, which also matches well with the ACG specimen) it is not included as a paratype.
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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".