C‐Centered radical intermediates for C(sp<sup>3</sup>)‐H bonds functionalization: An emerging approach towards alkyl thiocyanates
Why this work is in the frame
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Bibliographic record
Abstract
Abstract Organic thiocyanates are an important class of compounds because they are present in several bioactive molecules and can be used as key synthetic intermediates to access biorelevant sulfur‐containing scaffolds. Although the chemistry of organothiocyanates has been studied for decades, a recent resurgence of interest in the field has led to major advances in the synthesis of new molecules bearing a thiocyanate moiety. An emerging and powerful strategy consists in the selective functionalization of C(sp 3 )‐H bonds through the formation of a key C‐centered radical intermediate. This review highlights the recent work that has been reported to access novel alkylthiocyanate scaffolds through this promising approach.
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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 | 0.001 | 0.001 |
| 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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 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