α-Amino Radicals via Photocatalytic Single-Electron Reduction of Imine Derivatives
Why this work is in the frame
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Bibliographic record
Abstract
The construction and manipulation of amine-containing architectures is of importance to academic and industrial development and discovery programs. The photochemical single-electron reduction of imine derivatives to generate α-amino radical intermediates has emerged as a powerful umpolung strategy for opening up underexplored routes to such amine motifs. Furthermore, these radicals have been shown to engage in a wide variety of chemistry, including radical–radical coupling, addition to electrophiles, and reductive amination chemistry. The concept has also begun to see application to iminium ion intermediates and the extension to enantiocontrolled C–C bond formation. This Perspective covers recent efforts in this synthetic strategy to simple and complex amine structures alike.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 it