Modeling the Reaction Mechanisms of the Imide Formation in an <i>N</i>-(<i>o</i>-Carboxybenzoyl)-<scp>l</scp>-amino Acid
Bibliographic record
Abstract
Reaction mechanisms of the imide formation in an N-(o-carboxybenzoyl)-l-amino acid have been studied using density functional theory. Our results suggest that the reaction route initiated by protonation at the oxygen of the carboxyl group of the amino acid is favored, while those initiated by deprotonation at the oxygen of the carboxyl group of phthalic acid and at the amidic nitrogen are minor pathways. During the dehydration process, water functions as a catalyst. These conclusions are in good agreement with the experimental facts that at highly acidic conditions (hydrogen ion concentration H(0) < -1), imide formation is the most favorable pathway, whereas in the pH range 0-5, cyclization to the imide is not the dominant reaction. Our calculations also show that the carboxyl group of the amino acid is involved in the catalytic reaction in both the favored and minor pathways and that solvent effects have little influence on the reaction barriers.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 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 | 0.000 |
| 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 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".