Effects of Root Drying Temperature and Moisture Content on the Levels of Active Ingredients in Echinacea Roots
Bibliographic record
Abstract
ABSTRACT The effects of drying temperature and final moisture contents on the levels of cichoric acid, echinacoside, chlorogenic acid and polysaccharides in roots of Echinacea purpurea, Echinacea angustifolia, and Echinacea pallida were studied. Increases in drying temperature increased the level of cichoric acid in Echinacea purpurea, and Echinacea pallida. Increases in root moisture increased the level of echinacoside in Echinacea angustifolia, and Echinacea pallida, and increased the level of chlorogenic acid in Echinacea angustifolia. Polysaccharide contents were significantly affected by moisture levels only in Echinacea angustifolia, and Echinacea pallida.
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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 | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".