Dolichogenidea katiemccluskeyae Fernandez-Triana & Boudreault 2025, sp. nov.
Bibliographic record
Abstract
Dolichogenidea katiemccluskeyae Fernandez-Triana & Boudreault sp. nov. Fig. 82 A – F Type material. Holotype. Costa Rica • Female, CNC; Guanacaste, Area de Conservación Guanacaste, Sector Cacao, Sendero Arenales; 10.92471, -85.46738; 1,080 m; 18.xii.2008; D. H. Janzen & W. Hallwachs leg.; Malaise trap; Voucher code: DHJPAR 0031303. Other material. Costa Rica • 2 Females, CCDB; BIOUG 70860 - G 04, BIOUG 91473 - F 09. Honduras • 1 Female, CCDB; BIOUG 08167 - E 03. Diagnostic description. T 1 parallel-sided or mostly parallel-sided, its length medially ≤ 3.0 × its width at posterior margin; T 2 smooth; T 2 comparatively less transverse, its length medially 3.0 × its width at posterior margin; ovipositor sheath 1.0 × as long as metatibia; legs mostly pale (yellow), except for metacoxa with anterior 0.5 brown; body length: 2.00 mm; fore wing length: 2.20 mm. Among all species with smooth T 2 and pale pro- and mesocoxae, D. katiemccluskeyae can be distinguished by its T 1 and T 2 shape, and comparatively small body size (among the smallest described species Dolichogenidea in the Neotropics). Distribution. Costa Rica, Honduras. Biology. No host data available. DNA barcoding data. BIN BOLD: ACE 8228 (4 sequences, 4 barcode compliant). Etymology. Named in honor of Ms. Katie McCluskey, a double Master student at the University of Pennsylvania and Office Technician for the Janzen-Hallwachs insect processing laboratory, and specifically for DNA barcoding de-legging many of the same specimens described in this taxonomic treatment of Dolichogenidea. Notes. The specimen from Honduras is assigned to this species based on its sequence matching with the ACG sequences (the holotype and two other ACG specimens which we could not examine and therefore are not considered as paratypes).
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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 | 0.001 | 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 | 0.007 |
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; 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".