Synthesis of hierarchically arrayed silica nanorods via reverse amphiphilic block copolymer mesophases
Bibliographic record
Abstract
A reverse amphiphilic mesophases approach to create hierarchically arrayed silica nanorods has been demonstrated. In nonpolar solvent systems, the cylinder nanorods with a uniform diameter(10 nm) generated from highly ordered two-dimensional (2D) reverse hexagonal mesophases are aligned within lamellar macrostructures(similar to150 nm). The diameter size of silica nanorods can be adjusted from 9 to 15 nm by varying the chain length of the EO segment and, the concentration of the surfactants. Low. surfactant concentration and long hydrophilic EO segment chain yield silica nanorods with a large diameter. The calcined material has a relatively small surface area of 275 m(2)/g. This approach may provide a new pathway to the fabrication of nano-objects that might be applied in nanoscale devices.
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How this classification was reachedexpand
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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".