Hypericum majus Canadian St. John's-Wort Status: State Sensitive
Bibliographic record
Abstract
short leafy rhizomes, upright stems 4 to 20 inches tall, simple or branched above. Leaves to 1 inch long, lanceolate to oblong, rounded, 5 to 7 nerved. Cymes inconspicuously bracteate. Flowers 1/8 to inch long, the petals about equal to the lanceolate sepals. Stamens 15-35, the filaments almost capillary, distinct. Capsule 1-celled, blunt. Styles 3, short. Seeds yellow, <1/16 inch long, longitudinally striate and finely transversely corrugate. Identification Tips: Hypericum majus is easily distinguished from other species in the Hypericum genus by its petal size (less than inch), stamens (less than 50), and its erect stems (over 4 inches tall). Phenology: Flowers July through September. Range: Occurs in British Columbia east to Quebec, southward
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 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.059 | 0.010 |
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".