A review article on Crisium arvense
Bibliographic record
Abstract
Herbal Medicinal plants are rich in phytochemical which have been used as source of raw material in medicine since ancient time. An herb is a plant or plant part. They are sold as tablet, capsule, powder, and fresh or dried plants. About 80% of the population use traditional medicine (medicinal plants) as the sole means of therapy against diseases. Crisium arvense is a perennial species of flowering arable growing crop. It is belonging to family Asteraceae.It is dioecious plant. The other names have been used in past are Canadian thistle, lettuce from hell thistle, California thistle, corn thistle, cursed thistle, field thistle, green thistle, hard thistle, perennial thistle, prickly thistle, setose thistle, small-flowered thistle, way thistle, and stinger-needles. Cirsium arvense contain many phytochemical constituents, it contains flavonoids, phenolic acid, polyacetylenes, Acetylenes, Hydrocarbons, Fatty acids, Aldehydes, Ketones Essential oils, and triterpenoids and Sterols. The different kind of pharmacological activities could be performed for pharmaceutical product development. This article provides an overview of medicinal property of the Cirsium arvense. This plant has different medicinal properties like diuretics, astringent, hepatoprotective and antiphlogistic. The biological potential of this plant is contributed by these secondary metabolites. Mainly we can use roots of the Cirsium arvense. Root decoction of Cirsium arvense has been traditionally use for treating warm infection in children. Root paste of Cirsium arvense in combination with Amaranthus spinosus is used in the treatment of indigestion.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.004 | 0.003 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.040 | 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".