Analysis on Fatty Acids of the Ampelosis grossedentata by GC-MS
Why this work is in the frame
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Bibliographic record
Abstract
Objective: To explore the content of the fatty acids of Ampelosis grossedentata,and compare it with other harvested parts of the plant. Methods: The fatty acids were extracted by Soxhlet extraction from Ampelosis grossedentata. The chemical compositions of extracts were analyzed by GC-MS technique. Results: The content of oleic acid,linoleic acid of nucleus of the seed and episperm from Ampelosis grossedentata are higher than that of others. The order from low to high of the relative content of palmitic acid,oleic acid,stearic acid are nucleus of the seed,episperm,stems and leaves,while the content of linoleic acid is just the opposite. Conclusions: The content of unsaturated fatty acids from Ampelosis grossedentata seeds is higher than that of others,which has great value in exploitation and utilization.
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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 | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 0.001 |
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 it