Improved Production of Y-Decalactone from Castor Oil by UV Mutated Yeast <i>Sporidiobolus salmonicolor</i> (MTCC 485)
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
γ-Decalactone (GDL; C 10 H 18 O 2 ) is an industrially important flavor compound having peachy fruit aroma and approved by FDA as a food additive. The aim of the present study is to enhance the production of γ-Decalactone by mutant strain of Sporidiobolus salmonicolor MTCC 485through batch cultivation using castor oil as substrate. Mutation studies were carried out using UV light and four potential mutant strains were developed (UV1, UV2, UV3 and UV4). Bioconversion of castor oil for the production of γ-Decalactone by obligate aerobic yeast S. salmonicolor was investigated in a 5 l bioreactor. Four mutant strains were shoed fast growth and higher production of γ-Decalactone when compared to Wild strain which produced 62.2 mg/l. maximum at 96 h. Among the four strains selected UV3 was produced 81.9 mg/l maximally at 96 h. It was showed 33% higher production of γ-Decalactone when compared to the wild strain.
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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 | 0.001 | 0.001 |
| 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 | 0.000 |
| 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 it