Optical Switching of Ion−Dipole Interactions in a Gramicidin Channel Analogue
Why this work is in the frame
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Bibliographic record
Abstract
Optical control of ion channel gating could permit the functional manipulation of excitable cells. We wished to examine the feasibility of using optical switching of ion−dipole interactions as a means of switching ion flux in channels. We prepared an analogue of the ion channel gramicidin A in which an azobenzene side chain was substituted for a valine side chain at position 1. The dipole moment of the azobenzene group can be reversibly switched between approximately 3 and 0 D by cis−trans photoisomerization. The observed conductance properties of the modified channels can be understood in terms of (switchable) ion−dipole interactions that control the height of the central barrier for Cs + and Na + movement through the pore. The predictable behavior of the system implies that larger dipole changes or changes closer to the central axis of the pore might effect complete gating.
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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) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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