Quantum Chemical Calculations of the NHA Bound Nitric Oxide Synthase Active Site: O<sub>2</sub> Binding and Implications for the Catalytic Mechanism
Bibliographic record
Abstract
Density functional theory has been employed to model the binding of the intermediate substrate NHA, by nitric oxide synthases. In particular, the orientation and interactions of possibly catalytically important substrate hydrogens, with and without molecular oxygen bound to the active site heme group, are considered. Without O(2), three possible conformers have been found, with the energetically most favored structure being that in which both protons of the -NHOH moiety of NHA are directed toward the heme group. With oxygen bound, four different structures were found. The energetically lowest structure is again found to have both hydrogens of the -NHOH group pointing toward the heme group, thus forming hydrogen bonds between -NH- and the terminal oxygen, and between -OH and the inner oxygen of the heme-O(2) group. In addition, unprotonated structures of the substrate bound to the active site are considered and the proton affinity calculated.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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 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".