A novel test for identifying genes involved in aldehyde detoxification in the yeast. Increased sensitivity of superoxide‐deficient yeast to aldehydes and their metabolic precursors
Why this work is in the frame
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Bibliographic record
Abstract
A novel test for the identification of genes involved in aldehyde metabolism is proposed, based on detection of altered sensitivity of the yeast to corresponding alcohols, metabolic precursors of the aldehydes. This attitude enabled to an unexpected detection increased sensitivity of mutants devoid of CuZn-superoxide dismutase (CuZnSOD) to allyl alcohol (precursor of acrolein) and nonenol. We interpret this finding as due to inactivation of some important element of aldehyde detoxification by increased flux of superoxide in DeltaCuZnSOD mutants.
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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 | 0.000 |
| 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