Nuclear magnetic resonance spectral data of the USP7 TRAF and UBL1-2 domains in complex with DNA polymerase ι peptides
Bibliographic record
Abstract
This data article is related to the publication 'DNA polymerase ι interacts with both the TRAF-like and UBL1-2 domains of USP7' [1]. Ubiquitin-specific protease 7 (USP7) is an essential deubiquitinating enzyme with characterized substrates in many cellular pathways. Established USP7 substrates interact with one of two major binding sites, located on the N-terminal TRAF-like (TRAF) domain and the first and second UBL domains (UBL1-2) within the C-terminal tail. In this article, we present complete nuclear magnetic resonance (NMR) spectroscopy data used to characterize direct interactions between USP7 and its novel substrate DNA polymerase iota (Pol ι), that binds both TRAF and UBL1-2 domains. The detailed description of the NMR data, and the methodology used for processing and analysis, will add to the reproducibility and transparency of the companion research article, as well as aid in the reuse of these data.
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How this classification was reachedexpand
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 | 0.001 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".