A theoretical study on oxidative cleavage of olefins to carbonyls catalysed by Fe(<scp>iii</scp>)-PyBisulidine
Bibliographic record
Abstract
An environmentally friendly new protocol for the selective aerobic cleavage of styrene to carbonyl compounds using the Fe(iii)-PyBisulidine catalyst has been reported recently. The catalyst features several unusual characteristics, such as its high efficiency lies on the ferric center instead of ferrous used by most iron-containing oxygenases and the catalyst specifically oxidizes phenyl-substituted olefins but exhibits no activity on nonconjugated olefins. Herein, we have investigated the mechanism of the oxidative cleavage reaction catalyzed by Fe(iii)-PyBisulidine at the quantum chemistry level. Our computational study shows that the catalyst uses a dioxygen ligation mechanism to activate dioxygen to receive one electron from olefin, which triggers the oxidative cleavage reaction. Our study rationalizes that the Fe(ii)-PyBisulidine catalyst is inactivated because ferrous is unable to raise the oxidizing ability of dioxygen. The exclusive oxidative cleavage of the phenyl-substituted olefin mainly results from the stability of the carbon cation, the orbital symmetry between the conjugated olefin and dioxygen, as well as a lower energy level of HOMO in conjugated olefin.
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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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 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) | 0.001 | 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".