Dolichogenidea robpringlei Fernandez-Triana & Boudreault 2025, sp. nov.
Bibliographic record
Abstract
Dolichogenidea robpringlei Fernandez-Triana & Boudreault sp. nov. Figs 120 A – E, 161 A Type material. Holotype. Costa Rica • Female, CNC; Guanacaste, Area de Conservación Guanacaste, Sector Pitilla, Sendero Cuestona; 10.99455, -85.41461; 640 m; 24.v.2012; Petrona Rios leg.; Host: Collinsa ferreiceps DHJ 01; Voucher code: DHJPAR 0049779; Host voucher code: 12-SRNP-30918. Diagnostic description. F 15 cubic, its length 1.1 × its width; sculpture on anteromesoscutum and propodeum shallow; T 1 mostly parallel-sided but slightly broadening near posterior margin; T 1 with strong, longitudinal striae on posterior 0.5; T 2 very transverse, with anterior and posterior margins strongly sinuate; T 2 mostly sculptured, but with smooth areas along margins; tegula and humeral complex brown; longitudinal strip on metasternum yellow-white; all coxae brown; pro- and mesofemora entirely yellow; body length: 2.02 mm; fore wing length: 2.20 mm. Among species with mostly sculptured T 2, D. robpringlei can be distinguished by its T 1 and T 2 shape and sculpture, anteromesoscutum and propodeum sculpture, legs color and overall body appearance less shiny and less smooth than closest (i. e., similar morphologically) species; F 15 length is the main diagnostic character to separate it from D. scottmilleri. Distribution. Costa Rica. Biology. Gregarious. Thyrididae, Collinsa ferreiceps. DNA barcoding data. No data. Etymology. Named in honor of Dr. Rob Pringle of Princeton University, New Jersey, USA, for his three decades of steady and enthusiastic interest in, and support of, all the GDFCF and ACG activities as a member of the Board of Directors for the Guanacaste Dry Forest Conservation Fund in its integration with Area de Conservación Guanacaste, Costa Rica.
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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) | 0.002 | 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 | 0.008 |
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".