Synthesis of Azobenzene Derivative Phosphoramidites for Incorporation into Oligonucleotides
Bibliographic record
Abstract
This article contains the detailed synthesis and characterization protocols of azobenzene containing siRNAs, which have photoswitchable properties effectively controlled with light. First, the azobenzene scaffolds are synthesized via reduction of nitrophenyl alcohols in the presence of zinc. Next, the hydroxyl group of azobenzene derivatives are protected with a dimethoxytrityl (DMT) group, followed by phosphitylation with 2-cyanoethyl-N,N-diisopropylchlorophosphoramidite. These phosphoramidite monomers are compatible with automated solid-phase oligonucleotide synthesis to generate azobenzene-containing oligonucleotides. © 2020 by John Wiley & Sons, Inc. Basic Protocol 1: Synthesis of 4,4'-bis(hydroxymethyl)-azobenzene phosphoramidite Basic Protocol 2: Synthesis of 4,4'-bis(hydroxyethyl)-azobenzene phosphoramidite Basic Protocol 3: Synthesis, purification and characterization of oligonucleotides containing azobenzene derivatives.
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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) | 0.001 | 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) | 0.003 | 0.002 |
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".