Facile Synthesis of Novel Glycosyl Carboxamide with Sugar in Furanose and Pyranose form Using Benzotriazole Methodology
Bibliographic record
Abstract
There is an increased demand for significant amounts of carbohydrate based molecules for complete biological, medicinal, and pharmacological investigations where tremendous efforts have been made to develop novel and facile procedure for the synthesis of glycoconjugates and diverse carboxamides. Limitations with the common approaches for amide bond formation, including use of hazardous chemicals, long reaction times, low reaction yields, frequently require strong basic catalysts, strictly anhydrous conditions, harsh reaction conditions, expensive and limited availability of coupling materials, and moreover the less stability of activated acids warrant the search of a simple, short, and high yielding amide bond synthetic methodology. Herein, a facile and high yielding synthesis of novel glycosyl carboxamide with both furanose and pyranose sugar using benzotriazole methodology has been developed under mild conditions. Keywords: Acylbenzotriazole, carboxamides, glycoconjugate, amines, benzotriazole
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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 | 0.001 |
| 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 | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".