One‐Pot Tandem Palladium‐Catalyzed Decarboxylative Cross‐Coupling and CH Activation Route to Thienoisoquinolines
Why this work is in the frame
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Bibliographic record
Abstract
Abstract Two experimental approaches to the synthesis of a scarcely reported biologically active thienoisoquinoline system are demonstrated. A 5‐step linear synthesis employing a palladium‐catalyzed decarboxylative cross‐coupling and functionalization sequence allowed for the preparation of a diverse range of substituted thienoisoquinoline systems. Alternatively the palladium‐catalyzed decarboxylative cross‐coupling and CH activation steps can be telescoped to produce a one‐pot reaction sequence that provides efficient access to aryl‐substituted thienoisoquinolines. magnified image
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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 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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