Where is Electronic Energy Stored in Adenosine Triphosphate?
Bibliographic record
Abstract
The gas-phase electronic energy of the hydrolysis of methyl triphosphate, a model of adenosine 5'-triphosphate (ATP), is partitioned into local (atomic and group) contributions. A modified definition of Lipmann's "group transfer potential" is proposed on the basis of the partitioning of the total electronic energy into atomic contributions within the framework of the quantum theory of atoms in molecules (QTAIM). The group transfer potential is defined here as the sum of the atomic energies forming the group in ATP minus the sum of the energies of the same atoms in inorganic phosphate. It is found that the transfer potential of the terminal phosphate group in ATP is significantly reduced, from +241.7 to +73.1 kcal/mol, as a result of complexation with magnesium. This is accompanied by a concomitant change in the energy of reaction from -168.6 to -24.9 kcal/mol. Regions within ATP where the electronic energy changes the most upon hydrolysis are identified. The study is conducted at the DFT/B3LYP/6-31+G(d,p) level of theory.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.003 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.006 | 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".