Studies on Preparation of Nanocrystalline Layered Double Hydroxides under Microwave Irradiation and Their Flame Retardant Properties in PP
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Bibliographic record
Abstract
Nanocrystalline ZnAl-C_6H_5SO_3 LDHs with the particle size of 20～100nm and the good dispersion are rapidly prepared by the technology of the microwave-crystallization and low saturated state of coprecipitatioa The synthesized sample is applied to polypropylene(PP),and the properties of flame retardant in PP is studied in detail by the techniques of limiting oxygen index(LOI),scanning electron microscopy(SEM),cone calorimeter(CONE),and so oa The results show the dispersion of additives in PP is uniform,the LOI of the composite is up to 28.Moreover,it can be found the modified LDHs can reduce heat release rate of PP,and effectively delay and inhibit the smoke release rate of PP.
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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