Biochemistry and Molecular Mechanisms of<i>Monascus</i>Pigments
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
A Monascus pigment is produced by either traditional extraction processing from red yeast rice or modern submerged fermentation and extraction technology. Some reports indicate that Monascus pigments and red yeast rice extracts possess potential anti-obesity activities, through inhibition of the activities of lipases and of the proliferation and adipogenesis of adipocyte cells. Monascin and ankaflavin may reduce the accumulation of triglycerides in fat cells and inhibit the expression of a specific transcription factor in order to reduce cell proliferation. There is a large literature to suggest that Monascus pigments and red yeast rice extracts have antimutagenic and anticancer activities. Continuous improvement of molecular biology makes it possible to reveal the metabolic mechanism of Monascus pigments on the molecular level. At present, molecular investigation of the genus Monascus has revealed the taxonomic identity of the species, the gene cluster of secondary metabolites, and the G-protein signal transduction pathways of related genes.
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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 | 0.000 |
| 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 it