Mechanism of K<sup>+</sup> /Na<sup>+</sup>selectivity in potassium channels from the perspective of the non-selective bacterial channel NaK
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Bibliographic record
Abstract
Studies of the non-selective NaK channel as a model system provided detailed structural and functional insights into different factors that modulate selective ion conductance. The combination of structural and functional studies of WT- and mutant forms of NaK channel show that apparent conservation of the multiple binding sites in the canonical selectivity filter of K-channel is essential component of the observed robust Na+ discrimination.Commentary to: Derebe GM, Sauer DB, Zeng W, Alam A, Shi N, Jiang Y. Tuning the ion selectivity of tetrameric cation channels by changing the number of the ion binding sites. Proc Natl Acad Sci USA 2011; 108:598-602; PMID: 21187421; DOI: 10.1073/pnas.1013636108.AND
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| 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