On the differences in the granular architecture and starch structure between pericarp and endosperm wheat starches
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
Abstract In this study, the granular organization and structure of transitory starch from wheat pericarp was analyzed and compared to the storage starch from endosperm. Pericarp starch (PS) granules were small and spherical with fuzzy blocklets on the surface. Both starches possessed A‐type crystallinity, but the relative crystallinity and the stability of crystals were higher in PS. Iodine absorption was low in PS, but iodine slightly increased the crystallinity. PS had 14% AAM compared to 33% in endosperm starch (ES). Interestingly, the AAM (fraction II) in PS was branched as judged from the λ max value of the iodine complex, whereas ES contained linear and branched amylose. The amylopectin component (fraction I) in PS and ES mainly showed differences in the internal structure. PS amylopectin had longer chains and fewer A‐chains resulting in a less branched structure compared to ES amylopectin.
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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 | 0.000 | 0.001 |
| 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 it