Wheat cultivars grown under organic agriculture and the bread making performance of stone‐ground whole wheat flour
Bibliographic record
Abstract
Summary Stone‐ground whole wheat flour is characterised by coarse bran particles and high germ content. Five wheat cultivars were grown over a 3‐year period in eight organic farms in Quebec (Eastern Canada) to determine their respective effects on the quality of stone‐ground whole wheat bread flour. Grain yield (1.2–3.9 t ha −1 ), grain protein content (11.3–13.1%, based on 13.5% moisture) and dough mixing stability (6.9–11.1 min) of whole wheat flour varied much according to the farming sites. Whole wheat flour from AC Brio significantly gave the lowest pan bread volume ( P < 0.05) and best results were obtained with Celtic (whatever the farming site) and site #5 (whatever the cultivar, probably with the exception of AC Brio). Thorough wheat cultivar selection and organic field management would be critical to get whole wheat bread with the highest specific volume.
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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 | 0.000 | 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 | 0.000 |
| Open science | 0.001 | 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".