Effects of stage of processing of canola seed on chemical composition and in vitro protein degradability of canola meal and intermediate products
Why this work is in the frame
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Bibliographic record
Abstract
A study was conducted to determine the effects of stage of processing of canola seed on chemical characteristics and in vitro crude protein degradability (IVCPD) of canola products. Processing stage prior to oil extraction had no effect on nutrient composition or IVCPD of canola products. Prepressing of cooked flaked seed reduced IVCPD and increased fiber and crude protein (CP) levels of presscake relative to canola seed (P < 0.05). Heating in the desolvetizer-toaster increased neutral detergent fiber (NDF) content and reduced CP solubility and IVCPD of canola meal relative to solvent-extracted meal (P < 0.05). Acid detergent insoluble CP of canola products was not affected by stage of processing. It was concluded that major changes in protein composition and degradability took place as a result of heating in the desolventizer-toaster stage. Key words: Canola processing, heat treatment, protein degradability
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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 | 0.000 |
| 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