On Thermo-sensitive Polymer Containing Isobutyl Sulfonote Unit and Its Imaging Properties
Why this work is in the frame
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Bibliographic record
Abstract
To design high affinity switchable imaging system,a monomer isobutyl p-styrenesulfonate(IBSS) and its copolymer with styrene(St) and methacrylic acid(MAA) were synthesized.The structure,composition,molecule weight,thermolysis property and thermal stability of the synthesized copolymer were confirmed by IR、1H NMR、GPC、DSC and TG..Also the synthesized copolymer was applied as thermo-sensitive imaging system with an IR dye absorbing effectively at 830nm.The results showed that the copolymer was thermally stable at 100℃,and the thermo-sensitive imaging system containing the copolymer become completely soluble in neutral water after exposure,and an image was obtained.
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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 | 0.000 | 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) | 0.000 | 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