Bibliographic record
Abstract
Tridentaforma Davis, 1978 Figs 2, 3, 4, 5, 6 Tridentaforma browncopper Monckton & Levesque-Beaudin, sp. nov. Type species. Lampronia fuscoleuca Braun, 1923. Diagnosis. The genus is distinguished by a trident-like male phallus (Fig. 3 A) with slender lateral branches about half as long as the median branch (or nearly so), and by a broad valva bearing three or four discrete, transverse rows of spines (pectens) along its ventral margin (Fig. 3 B). Comments. Traits are mostly consistent with the original generic description (Davis 1978). The following modifications accommodate traits in T. browncopper: antenna approximately 0.5–0.8 × length of forewing; eye index approximately 1.0–1.2; labial palp with apical segment 0.8–1.0 × length of second; female seventh sternite 2.0–2.8 × length of sixth; male valva with three to four pectens along its ventral margin; female ovipositor apically acute or truncate. These modifications apply equally to the family Tridentaformidae, which was established for this genus in Regier et al. (2015).
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.007 | 0.000 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.202 | 0.052 |
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".