Synthesis and characterization of aza-bridged thiophene–pyrrole dyads and their isomers
Bibliographic record
Abstract
Aza-bridged thiophene-pyrrole dyads were synthesized and characterized. Thiophenes substituted with electron-withdrawing groups (EWGs) were used as building blocks for the framework. However, an unprecedented cyclization occurred, and a thieno[2,3-d]pyrimidine derivative (4) was obtained in the reaction between 2,5-diamino-3,4-dicyanothiophene (1) and 3,5-diiminoisoindoline (3), whereas the reaction between 2,5-diamino-3,4-dicarboxylic acid ethyl ester (2) and 3 produced the desired dyad (5). The structures of 4 and 5 were unambiguously characterized by X-ray diffraction. Compound 5 is the first example of a core-modified azadipyrromethene, and the electronic interaction between the thiophene and pyrrole moieties was estimated with several spectroscopies. Several kinds of aryl groups can be attached at the terminal amino moiety of 4, and their unique absorption properties were also revealed.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| 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 | 0.000 |
| 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 source (direct Gemma or distilled Codex), 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".