Development of a copper(II)-catalyzed three-component tandem synthesis of isoindolinone derivatives
Why this work is in the frame
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Bibliographic record
Abstract
Isoindolinone derivatives are important pharmaceutical building blocks in medicinal chemistry. Isoindolo[2,1-a]quinolines are a class of interesting compounds that possess protective effects against N 2 -induced hypoxia and inhibitory activities against human topoisomerase II and bacterial DNA-gyrase. The conventional methods for synthesizing these compounds are unsatisfactory because of their harsh reaction conditions, complex starting materials, and multistaged purification procedures. This synthesis of the propargyl-isoindolinone core features an aldehyde–alkyne–amine (A 3 ) coupling-based tandem strategy using methyl 2-formylbenzoate, primary aryl amine, and terminal alkyne under Cu(OTf) 2 catalysis.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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