Bibliographic record
Abstract
Canada garlic occupies the eastern half of the United States and southeastern Canada, from Ontario to New Brunswick in the north, south to Texas and Florida. Canada garlic is considered to be a noxious weed when found in commercial seed, in the legislation of at least 12 states. The bulbs of Canada garlic are crisp, mild, and pleasant, and become sweeter after boiling. They can be consumed raw or cooked, used as a vegetable or as a flavoring in soups and stews, and pickled. However, individuals regularly taking aspirin or other anticoagulating drugs, or susceptible to low blood clotting conditions, are sometimes advised to avoid consuming large amounts of garlic. Canada garlic has similar compounds, and the same advice is probably worth considering. The market is well supplied with other Allium vegetables and condiments, notably onion, garlic, and leek species, with which Canada garlic would have to compete should it be developed as a commercial crop.
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) | 0.001 | 0.000 |
| Bibliometrics | 0.004 | 0.005 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.200 | 0.069 |
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".