Proximate Composition, Amino and Fatty Acid Profiles and Element Compositions of Four Different Moringa Species
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Several species of trees belong to the genus Moringa, but only one, Moringa oleifera (Lam.), has been intensively studied. No data has been published so far on the nutritional properties of M. stenopetala, M. drouhardii or M. hildebrandtii. In this study, kernels and leaves of M. oleifera, M. stenopetala, M. drouhardii and M. hildebrandtii have been analysed for their protein, fat, amino acid, fatty acid and macro- and microelements and discussed in relation to the known nutritional requirements of a young child. This study suggests that Moringa leaves, especially those of M. oleifera, are a suitable source of amino acids, vitamins and several elements but not for lipids and fatty acids. Moringa kernels are less suited as vegetable but are a suitable source for oils with M. oleifera seeds showing the best kernel to shell ratio.
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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 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| 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 it