Germination alters the microstructure, in vitro protein digestibility, α‐glucosidase and dipeptidyl peptidase‐IV inhibitory activities of bioaccessible fraction of pigeon pea (<scp><i>Cajanus cajan</i></scp>) seeds
Why this work is in the frame
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Bibliographic record
Abstract
Abstract Germination was investigated as a bioprocess for enhancing the digestibility and bioactivity of pigeon pea ( Cajanus cajan ). Pigeon pea seeds were germinated for 0, 4, 24 and 48 h. Electrophoresis revealed that the 7S vicilin subunits were the most abundant proteins in control and germinated seeds. FTIR showed a loss of β sheet and a gain of α‐helix contents, and microscopy showed cell wall degradation in germinated seeds. Germination decreased the seed protein yield due to partial hydrolysis of proteins. After in vitro digestion, 48‐h germination increased the protein digestibility‐corrected amino acid score of the pigeon pea flour and isolated protein. Germination also enhanced the inhibitory activity of the seed digesta against α‐glucosidase but not dipeptidyl peptidase IV. Taken together, germination could be used to enhance the nutritional quality and bioactivity of pigeon pea towards improving its future utilization as novel healthy food for mitigating food insecurity.
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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 | 0.001 | 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 | 0.001 |
| 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