Polyphenol content of Saskatoon (Amelanchier alnifolia L.) berries
Bibliographic record
Abstract
Introduction The Saskatoon berry (Amelanchier alnifolia L.) is a deciduous shrub beloning to the rose family (Rosaceae). These shrubs are commonly found in forests and thickets. Their fruits are globose, glabrous berry, approximately 7-15 mm in diameter. It possesses a waxy epicarp and a mesocarp that is both succulent and saccharine. The fruits matures in June [1]. The black-blue berries thar are rich in flavonoids, phenolic compunds, and anthocyanins. Due to its high concentration of bioactive compounds, especially polyphenols, the Saskatoon berry possesses potent antioxidant, antiinflammatory, antitumor, hypoglycemic, antidiabetic, and antiradical properties. Moreover, it can help regulate glucose levels and glycogen accumulation in the human body, highlighting its significant nutritional and nutraceutical value [2]. [...].
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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 | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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".