Effect of Substituents on the GPx-like Activity of Ebselen: Steric versus Electronic
Bibliographic record
Abstract
The direct oxidation of ebselen and several derivatives by hydrogen peroxide is investigated using the B3LYP/6-31G(d,p) method to elucidate the effects of substituents on GPx-like activity. While previous studies have attributed the differences in GPx activity of substituted ebselen compounds to the electronic nature of the substituents, the influence of functional groups is poorly understood. The effects of various solvents are incorporated by employing the CPCM method. It is shown that a substituent in the ortho position to the selenium atom sterically hinders attack of a nucleophile at selenium and thus increases the barrier to reaction. The observed increase in GPx-like activity of an ebselen derivative with an ortho substituent is explained by the fact that the steric hindrance prevents thiol exchange reactions.
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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 | 0.000 |
| 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 | 0.001 |
| 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".