Preparation of dendrimer polyol/mesoporous silica nanocomposite for reversible CO<sub>2</sub> adsorption: effect of pore size and polyol content.
Why this work is in the frame
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Bibliographic record
Abstract
This paper focuses on the synthesis of polyol/MCM-48 nanocomposite materials with different percentage of polyalcohol dendrimer H20. The obtained materials have been used for CO<sub>2</sub> adsorption. CO<sub>2</sub>-TPD analysis shows that the samples containing 1 and 3 wt% of H20 dendrimer have low CO<sub>2</sub> adsorption capacity due to the occupation of active site, while the sample prepared by 0.5 wt% of H20 dendrimer, exhibit higher adsorption capacity and thermal stability although the adsorption capacity decreased with increasing molecular weight of dendrimer. The affinity towards CO<sub>2</sub> was found to be mainly to the presence of organic moiety within the MCM-48 pores.
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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) | 0.001 | 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