Bibliographic record
Abstract
Lasionycta mutilata species-group The L. mutilata species-group contains two similar species from the mountains and coast of northwestern North America. It is characterized by the combination of a dorsoventrally flattened uncus, an S-shaped valve with a 50° lateral bend at the base of the digitus, a large triangular cucullus with a long narrow neck, and a long rod-like digitus. The right side of distal aedeagus bears a raised area with multiple small spines. The vesica is 1.5× as long as the aedeagus and is widest mesially, extends to the right beyond a subbasal bend to end to the right of the aedeagus, and bears 3–6 basal cornuti with sharp central spines arising from a conical base and a distal band of multiple spines oriented perpendicular to the vesica. Th e male antenna is weakly biserrate with diamond-shaped segments, 1.5× as wide as the shaft. The female genitalia of L. mutilata (Smith) are similar to those of the L. subdita species-group but the posterior ductus bursae is slightly expanded leftward, probably to accommodate the raised area of the aedeagus, while the anterior part lacks an asymmetrical widening. Th e distal appendix bursae is broadly rounded.
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 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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.005 | 0.001 |
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".