Bibliographic record
Abstract
NEPOLYNEMA Triapitsyn, 2014 (Figs 206–210) Nepolynema Triapitsyn, 2014a: 171. Type species: Barypolynema grandis Taguchi, by original designation. Diagnosis. Face without subantennal sulcus ventral to each torulus, without pit medially next to each torulus and toruli separated by their own height from transverse trabecula (Fig. 206a); propleura abutting each other anterior to prosternum; mesoscutum along each torulus and posteriorly on lateral lobe, and scutellum posterior to each campaniform sensillum with minute pits (likely glandular openings) (Fig. 209); frenum extremely narrow, not separated from scutellum by row of punctures (Fig. 209); fore wing with relatively long venation and parastigma distinct, together with stigma vein almost as long as submarginal vein (Fig. 208); metasoma apparently attached to gt 1; propodeum without carinae (Fig. 209). Male with flagellum over 2.5× as long as entire body, by far the longest of any species of Mymaridae. Remarks. Nepolynema belongs to the Polynema group of genera. Its species occur at fairly high altitude (above 1000 m) in Central America. The minute pores on the mesoscutum and scutellum appear to be unique among New World Mymaridae. They also occur in the Old World genus Boudiennyia Girault but in a different configuration and on the scutellum only. Neotropical hosts. Unknown. Important reference. Triapitsyn (2014a).
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.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.006 | 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 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".