Fabaceae: Astragalus canadensis
Bibliographic record
Abstract
Astragalus canadensis is a rhizomatous perennial herb with erect stems growing 30-120 cm in height. The herbage is sparsely to densely covered in ax-shaped hairs. The alternate, sessile to short petiolate, compound odd-pinnate leaves are 5-35 cm long, with 11 to 35, narrow, elliptic leaflets, 1–4 cm long, with blunt to rounded tips and lanceolate stipules 5–10 mm long. The inflorescence consists of axillary spike-like racemes, 4-20 cm long, with 30 to 100 papilionaceous flowers on a peduncle of 2-10 cm. The calyx tube is 4-7 mm long, with teeth 1-4 mm long. The corolla is greenish white to yellowish white, the banner 11-16 mm long, the wings are 10-14 mm long and the keel is 9-13 mm long and occasionally purple tipped. The wings and keel are narrowed at the base. The fruit are erect legumes, elliptic to cylindric in shape, and 9–15 mm long. Canada milkvetch blooms from May through August in moist prairies, along riverbanks and on open wooded hillsides in much of 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 distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.066 | 0.000 |
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 teacher head, 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".