Roles of sequential ubiquitination of PCNA in DNA‐damage tolerance
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
Living organisms not only repair DNA damage induced by environmental agents and endogenous cellular metabolites, but have also developed mechanisms to survive in the presence of otherwise lethal lesions. DNA-damage tolerance (DDT) is considered such a mechanism that resumes DNA synthesis in the presence of replication-blocking lesions. Recent studies revealed that DDT in budding yeast is achieved through sequential ubiquitination of DNA polymerase processivity factor, proliferating cell nuclear antigen (PCNA). It is generally believed that monoubiquitinated PCNA promotes translesion DNA synthesis, whereas polyubiquitinated PCNA mediates an error-free mode of lesion bypass. This review will discuss how ubiquitinated PCNA modulates different means of lesion bypass.
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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) | 0.001 | 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