Functional analysis of the<i>Arabidopsis thaliana</i>mismatch repair gene<i>MSH2</i>
Bibliographic record
Abstract
The Arabidopsis thaliana MSH2 (AtMSH2) gene encodes a protein that belongs to a family of highly conserved proteins (MutS homologues (MSH)) involved in DNA mismatch repair. Sequence analysis strongly suggests that this single copy gene is indeed a homologue of MSH2, a gene known to play a central role in eukaryotic mismatch repair. In this report, we show that the AtMSH2 protein has functional attributes characteristic of previously described mismatch repair proteins. First, over-expression of this protein in Escherichia coli leads to a mutator phenotype similar to that reported previously for known functional homologues. Second, gel retardation assays revealed that the AtMSH2 protein has a 10-fold greater affinity for DNA containing a single pair of mismatched nucleotides versus perfectly matched DNA. These results provide experimental evidence that AtMSH2 is indeed a functional homologue of MutS.
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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) | 0.000 | 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) | 0.002 | 0.001 |
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".