grand red stem Status: State Threatened
Bibliographic record
Abstract
tall. The morphology of the plant may be highly variable: stems can be erect to decumbent and solitary to branched. The linear leaves are opposite and sessile, and the basal leaves are ear-shaped. The inconspicuous, radially symmetrical flowers are found in axillary clusters. The pale lavender flowers are approximately 1/3 in. (3-4 mm) long with pale yellow anthers. There are 4 stamens that project beyond the bell- to urn-shaped hypanthium, as does the style. The fruit is more or less spheric and irregularly dehiscent. Identification Tips: Ammannia robusta is the only member of its genus known to occur in Washington. The most significant diagnostic characteristics are the pale lavender flowers and pale yellow anthers. Phenology: Flowers May-June. Range: This species is found from central western Canada down to California and from central United States to Mexico. In Washington, this species is found in Benton, Grant and Franklin counties and was historically known from Klickitat and Whitman counties along the Columbia and Snake rivers. This species is found growing on the shoreline and islands along the Columbia River.
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 | 0.002 | 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) | 0.277 | 0.072 |
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".