Bibliographic record
Abstract
An allylic substitution has been accomplished by allowing two different substrate catalyst complexes to react together in a “dual catalytic” system. The reaction occurs after the allyl carbonate is converted into a substratepalladium metal catalyst complex and reacted with a vanadium metal–propargyl alcohol catalyst complex, giving the allylic substitution product. This chapter discusses four reviews on allylic substitution reactions. It also deals with reviews on oxirane ring-opening reactions. The chapter focuses on the use of ionic liquids in SN2 reactions. Density functional theory (DFT) calculations determine the rates of formation of aminofunctionalized ionic liquids in the SN2 reaction between various N-substituted imidazoles and 2-bromoethylamine. The chapter reviews the use of Brønsted acids, Lewis acids, metal complexes, and heteropoly acids as catalysts in the conversion of alcohols to carbenium ions in SN1 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 | 0.001 |
| Meta-epidemiology (narrow) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.003 | 0.001 |
| Insufficient payload (model declined to judge) | 0.055 | 0.013 |
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; both teacher heads agree on what is shown here.
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".