Dolichogenidea fredhicksi Fernandez-Triana & Boudreault 2025, sp. nov.
Bibliographic record
Abstract
Dolichogenidea fredhicksi Fernandez-Triana & Boudreault sp. nov. Figs 56 A – F, 57 A – F, 156 B Type material. Holotype. Costa Rica • Female, CNC; Guanacaste, Area de Conservación Guanacaste, Sector San Cristobal, Quebrada Cementerio; 10.87124, -85.38749; 700 m; 10.x.1998; Gloria Sihezar leg.; Host: Stenoma Janzen 27; Voucher code: DHJPAR 0005166; Host voucher code: 98-SRNP-14538. Paratype. Costa Rica • 1 Female, CNC; DHJPAR 0005171. Diagnostic description. Posterior 0.5 of propodeum (beyond transverse carinae of areola) mostly striated; posterior 0.5–0.6 of T 1 and T 2 mostly with strong sculpture, usually longitudinal striae covering entire surface (but T 2 with small polished area centrally); T 1 broadening posteriorly; T 2 comparatively very transverse but with anterior margin arcuate; ovipositor sheath clearly longer (1.15–1.25 ×) than metatibia length; tegula brown; fore wing venation mostly pale brown to yellow-brown; pterostigma with comparatively large bright yellow-white spot on anterior 0.2 which is clearly defined; pro- and mesocoxae brown, metacoxa dark brown to black; metafemur dark brown; metatibia brown on posterior 0.5; body length: 3.03–3.16 mm; fore wing length: 3.43–3.50 mm. This species has strong sculpture (usually longitudinal striae) covering posterior 0.5–0.6 of T 1 and most of T 2. However, unlike the majority of species with similarly strong sculpture, T 2 has a central area which is smooth and also T 2 is very transverse and with anterior margin strongly arcuate. Because of that unique shape and sculpture pattern of T 2, as well as its metafemur color and ovipositor sheath length, it can be separated from all the species with entirely and strongly sculptured T 2 which is not transverse, as well as all the species with smooth T 2 and / or broad T 2. Distribution. Costa Rica. Biology. Gregarious. Depressariidae: Anadasmus Janzen 25, Stenoma Janzen 27. DNA barcoding data. BIN BOLD: AAK 2061 (2 sequences, 2 barcode compliant). Etymology. Named in honor of Mr. Fred Hicks of Costa Rica in recognition of his recent efforts to support Area de Conservación Guanacaste biodiversity through facilitating neighboring plantation reforestation as a business venture that will also be invaded by wild ACG 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) | 0.012 | 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".