H-induced effects in luminescent silicon nanostructures obtained from plasma enhanced chemical vapor deposition grown SiyO1−y:H(y>1∕3) thin films annealed in (Ar+5%H2)
Bibliographic record
Abstract
Si y O 1 − y : H (y=0.36 and 0.42) alloy films were fabricated by electron cyclotron resonance plasma enhanced chemical vapor deposition and subsequently annealed in (Ar+5%H2) at different temperatures. Glancing angle x-ray diffraction and Fourier transform infrared spectroscopy measurements revealed the formation of silicon nanoclusters (Si-ncl) in an amorphous SiO2 matrix for films annealed at temperatures of 900°C and above. Negligible photoluminescence (PL) was observed at room temperature for the as-grown samples; however, PL bands appeared in the visible after the annealing treatments. The PL intensities are much higher and the spectra skewed to the red as compared to data obtained for similar samples annealed in pure Ar. These effects are attributed to the passivation by H atoms of nonradiative recombination centers in the materials annealed in (Ar+5%H2). The overall analysis of the PL data indicates that both quantum confinement and defect states contribute to the luminescence. Two-step annealing procedures [in Ar and then in (Ar+5%H2)] were found to yield slightly higher passivation efficiencies than single annealing steps in (Ar+5%H2).
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| 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".