Bibliographic record
Abstract
Viola canadensis var. rugulosa is a caulescent, colony-forming, perennial herb, spreading by stolons, with 1-several stems growing 20-40 cm in height. The leaves are simple, green to grayish green, heart-shaped, shallowly toothed and hairy, especially along veins on the underside. There are 3-5 basal leaves with long petioles, the blades up to 10 cm wide, usually not quite as long, the edges scalloped and with pointed tips. The alternate cauline leaves are similar but generally more ovate, with membranous stipules 8-15 mm long. The flowers arise singly on a peduncle from the axils of the upper leaves. The 5 green sepals are 4-6 mm long, often with a few short hairs. The corolla is irregular with 5 petals, white on the inside, with a yellow base, and purplish on the outside. The spurred lower petal and the 2 lateral petals have purple lines toward the base, and the lateral petals are bearded (have tufts of hairs), and the upper 2 petals are usually hairless. There are 5 stamens surrounding the pistil and the style is usually bearded. The fruit is a capsule 6-10 mm long. Canada white violet blooms from May through August in woodlands in eastern and northwestern South Dakota.
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) | 0.002 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.048 | 0.015 |
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".