Dolichogenidea mehdirheljari Fernandez-Triana & Boudreault 2025, sp. nov.
Bibliographic record
Abstract
Dolichogenidea mehdirheljari Fernandez-Triana & Boudreault sp. nov. Fig. 92 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 0031851. Diagnostic description. Overall body mostly shiny and smooth, including scutellar disc and most of propodeum (except for weak carinae defining a partial areola); T 1 evenly narrowing from anterior to posterior margin and ~ 3.0 × its width at posterior margin; T 1 and T 2 mostly smooth; hypopygium mostly inflexible, with only small, apical, reduced (one or two) pleats; ovipositor sheath 0.55 × as long as metatibia length; legs mostly dark brown (except for tibiae and tarsi of first two pairs of legs); body length: 1.80 mm; fore wing length: 1.90 mm. Among all species with dark coxae and smooth or mostly smooth T 1 and T 2, D. mehdirheljari is distinguished by very short ovipositor sheath, shape of T 1, and small body size. Distribution. Costa Rica. Biology. No host data available. DNA barcoding data. BIN BOLD: AAM 5852 (1 sequence, barcode compliant). Etymology. Named in honor of Mr. Mehdi Rheljari in recognition of his willingness to support a Malaise trap insect inventory of his tropical dry forest on his ecologically oriented hotel Kasiiya on the Nicoya coast of Guanacaste Province for 2022–2023.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.005 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.011 | 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; both teacher heads agree on what is shown here.
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".