Synthesis and Dual Acid/Light‐Responsive Degradation of Step‐Growth Conjugated Poly(Benzoic Imine) Nanocolloids
Why this work is in the frame
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Bibliographic record
Abstract
ABSTRACT The development of smart nanomaterials exhibiting dual acid/visible light response with a single aromatic benzoic imine is a promising platform for controlled/enhanced release of biomolecules and therapeutics. Herein, we report aqueous nanocolloids based on step‐growth conjugated poly(benzoic imine)s (M‐PCs) with aromatic imine bonds on the backbones that have visible light absorption with the maximum wavelength at λ = 420 nm. The nanocolloids fabricated with the aid of polymeric stabilizers have excellent colloidal stability in aqueous solution. Promisingly, they are disintegrated upon the degradation of M‐PC in acidic pH and under visible light. These results suggest the potential of extended aromatic imine‐based nanoplatforms for dual acid/visible light‐triggered therapeutic delivery.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 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