Paracapnia angulata Ross & Ricker 1971
Bibliographic record
Abstract
Paracapnia angulata (Hanson, 1961) is not common in the southern Appalachians, but is the most widespread Nearctic species in the genus. It has been recorded from Atlantic Canada to Arkansas and as far west as Colorado (Stark & Baumann 2004). This species has been reported from Macon, Jackson and Transylvania counties in North Carolina near the Georgia state line (Beaty 2015). The records presented here were collected over 50 years ago, but were never reported. Material examined. Georgia, Fannin Co., [Hemptown Creek], 6 miles east of Morgantown, Rt. 76, [N 34.88985, W 84.19029], 30 January 1963, L.J. Stannard, W.S. Brooks, 4♂ (INHS); Union Co., [Youngcane Creek], 7 mi west of Blairsville, Rt. 76, [N 34.83568, W 84.08412], 30 January 1963, L.J. Stannard, W.S. Brooks, 2♂, ♀ (INHS).
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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.017 | 0.007 |
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".