Dolichogenidea yungas Fernandez-Triana & Boudreault 2025, sp. nov.
Why this work is in the frame
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Bibliographic record
Abstract
Dolichogenidea yungas Fernandez-Triana & Boudreault sp. nov. Fig. 149 A – G Type material. Holotype. Bolivia • Female, CNC; La Paz, Yungas, 50 km North of La Paz; 2,200 m; 27.i.1973; J. Helava leg.; Voucher code: CNC 1196945. Diagnostic description. F 15 cubic (around same length than width); T 1 more or less parallel-sided but on posterior 0.3 narrowing towards posterior margin so that T 1 length is 3.0 × its width at posterior margin; T 1 strongly sculptured on posterior 0.7; T 2 shape trapezoidal but rather narrow, barely wider than T 1; T 2 with strong longitudinal striae; tegula and humeral complex brown; wings slightly infumated; pterostigma mostly yellow-white but with thin brown margins; all legs entirely brown to dark brown (except for very small, paler spots on posterior 0.1 of pro- and mesofemora and anterior 0.1–0.2 of tibiae); body length: 3.25 mm; fore wing length: 2.93 mm. Among species with T 2 strongly sculptured but transverse, Dolichogenidea yungas is similar to D. alexandrei, but it can be distinguished from it because of its much narrower T 1 and T 2, shorter ovipositor and ovipositor sheath, darker colored legs, infuscate wings and shorter vein R 1 in fore wing. Distribution. Bolivia. Biology. No host data available. DNA barcoding data. No data. Etymology. Named after the area where the species has been collected; the Yungas forests, along the eastern slope of the Andes Mountains, are extremely diverse and represent a transitional zone between the Andean highlands and the eastern forests.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.003 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.023 | 0.011 |
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 it