Effect of processing methods on the nutrient, antinutrient, functional, and antioxidant properties of pigeon pea (Cajanus cajan (L.) Millsp.) flour
Bibliographic record
Abstract
Pigeon pea ( Cajanus cajan ) is an important grain legume in tropical regions, including Ethiopia. Yet its nutritional value is often limited due to the presence of antinutritional factors and limited studies on how traditional processing methods affect the nutritional, antinutritional, functional, and antioxidant properties of the flour. This study investigates how traditional processing methods—soaking, germination, cooking, and roasting—affect the nutritional, antinutritional, functional, and antioxidant properties of pigeon pea flour. Results indicated that processing methods significantly influenced the proximate composition; germination enhanced protein content from 23.50% to 25.50%, while cooking and roasting decreased it. Mineral content analysis revealed that calcium, iron, and zinc levels were generally reduced, with cooking leading to the greatest decreases in mineral concentrations. All processing methods effectively reduced antinutritional components, with germination achieving the most substantial reductions in phytic acid and tannins. Functional properties were also affected: bulk density decreased across all methods, while water and oil absorption capacities increased, particularly in germinated flour. Germination notably enhanced total phenolic content from 209.61 to 252.60 mg/100 g and antioxidant activity, as measured by DPPH and FRAP values. Conversely, soaking, cooking, and roasting decreased phenolic content and antioxidant capacity. Overall, while germination improved the nutritional and antioxidant profiles of pigeon pea flour, other processing methods significantly diminished these beneficial properties, highlighting the importance of processing in enhancing the nutritional value of pigeon peas. • Germination increased protein and calcium contents of pigeon peas • Soaking and roasting reduced crude protein, fat, and ash contents of pigeon pea • Soaking and cooking lowered calcium, iron, and zinc levels of pigeon peas • Processing methods improved the functional properties of pigeon peas flour • Soaking, cooking, and roasting reduced the phenolics contents of pigeon peas
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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 | 0.002 | 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) | 0.000 | 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".