Effect of Glutathione on the Taste and Texture of Type I Sourdough Bread
Bibliographic record
Abstract
Type I sourdough fermentations with Lactobacillus sanfranciscensis as predominant organism accumulate reduced glutathione through glutathione reductase (GshR) activity of L. sanfranciscensis. Reduced glutathione acts as chain terminator for gluten polymerization but is also kokumi-active and may thus enhance bread taste. This study implemented a type I model sourdough fermentations to quantitate glutathione accumulation sourdough, bread dough, and bread and to assess the effect of L. sanfranciscensis GshR on bread volume by comparison of L. sanfranciscensis and an isogenic strain devoid of GshR. L. sanfranciscensis sourdough accumulated the highest amount of reduced glutathione during proofing. Bread produced with the wild type strain had a lower volume when compared to the gshR deficient mutant. The accumulation of γ-glutamyl-cysteine was also higher in L. sanfranciscensis sourdoughs when compared to doughs fermented with the gshR mutant strain. The accumulation of reduced glutathione in L. sanfranciscensis bread did not enhance the saltiness of bread.
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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 | 0.000 |
| 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".