Photoluminescence of GaQ3-Al2O3 Core-Shell Nanowires
Bibliographic record
Abstract
Tris(8-hydroxyquinoline) gallium (III) (GaQ3)-Al2O3 core-shell nanowires with different shell thicknesses of Al2O3 were prepared by coating with atomic layer deposition (ALD) on GaQ3 nanowires. The photoluminescence (PL) and degradation with time of the core-shell nanowires were examined in the atmospheres of air, oxygen, argon, and water. Degradation of GaQ3 nanowires in PL intensity with time was observed in air, oxygen and water atmospheres, but not in argon. On the other hand, GaQ3-Al2O3 core-shell nanowires are only degraded in oxygen, but stable in other atmospheres. The degradation mechanism for both types of nanostructures is discussed.
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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) | 0.000 | 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) | 0.004 | 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".