Same partners, different dance: Involvement of DNA replication proteins in centrosome regulation
Bibliographic record
Abstract
Genome replication is the most fundamental element of the continuity of life. In eukaryotes, DNA replication is regulated by an elegant network of many different protein factors to ensure the timely and accurate copying of their entire genome once per cell cycle. The replication factors include the maintenance (MCM) proteins, Cdt1, Cdc6, Cdc7, Cdc45, and geminin. All of these proteins are involved in the regulation of DNA replication at the initiation step. Interestingly, recent studies have shown that some of these replication proteins also localize to the centrosome, often throughout the entire cell cycle. These centrosomally localized replication proteins appear to play essential roles in the regulation of centrosome biogenesis, suggesting that genome replication and segregation are regulated interdependently. In this review, we summarize and discuss the inter-dependent regulation played by some of the replication proteins.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.003 |
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 source (direct Gemma or distilled Codex), 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".