Triblock Nanospheres and Their Use as Templates for Inorganic Nanoparticle Preparation
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
A polyisoprene- block -poly(2-cinnamoylethyl methacrylate)- block -poly( tert -butyl acrylate), PI- b -PCEMA- b -P t BA, sample with 370 isoprene, 420 CEMA, and 550 t BA repeat units forms spherical micelles in tetrahydrofuran (THF)/hexanes (HX) with 65% volume fraction of HX. The micelles consist of a PI corona, a solvent-insoluble PCEMA shell, and P t BA core. Their structure is locked in by photo-cross-linking the PCEMA shell to yield nanospheres. The nanospheres were made water-dispersible by hydroxylating the PI double bonds. The core was made compatible with inorganic species by removing the tert -butyl groups of P t BA. The feasibility of using such nanospheres as templates for inorganic nanoparticle preparation was demonstrated by incorporating iron oxide magnetic particles into the cores.
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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) | 0.006 | 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