Gold(I)-Catalyzed Functionalization of Pyrrole Derivatives: Stereoselective Synthesis of 7,8-Disubstituted 7,8-Dihydroindolizin-6(5<i>H</i>)-ones
Bibliographic record
Abstract
A gold-catalyzed cycloisomerization/nucleophilic addition/C–O rearrangement was developed starting from readily available pyrrole precursors. This efficient synthesis of 7,8-dihydroindolizin-6(5 H )-ones (with the creation of new C–C and C–O bonds) allows access to key intermediates for the synthesis of natural and biologically active molecules. The functionalization process was independently optimized for both carbon and oxygen nucleophiles, and the versatility of this methodology was established by the synthesis of 36 different pyrrole derivatives (yields up to 90%).
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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) | 0.000 | 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 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".