Charge Transfer via a Two-Strand Superexchange Bridge in DNA
Bibliographic record
Abstract
Charge transfer in a DNA duplex chain is studied by constructing a system with virtual electrodes connected at the ends of each DNA strand. The system is described by the tight-binding model and its transport is analyzed by the transfer matrix method. The very weak distance dependence in a long $(\mathrm{G}\ensuremath{\mathbin:}\mathrm{C})(\mathrm{T}\ensuremath{\mathbin:}\mathrm{A}{)}_{\mathcal{M}}(\mathrm{G}\ensuremath{\mathbin:}\mathrm{C}{)}_{3}$ DNA chain observed in experiment [B. Giese et al., Nature (London) 412, 318 (2001)] is explained by a unistep two-strand superexchange bridge without the need for the multistep thermally induced hopping mechanism or the dephasing effect. The crossover number ${\mathcal{M}}_{c}$ of the ($\mathrm{T}\ensuremath{\mathbin:}\mathrm{A}$) base pairs, where crossover between the strong and weak distance dependence occurs, reflects the ratio of intra- and interstrand neighboring base-base couplings.
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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 | 0.000 | 0.000 |
| 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".