Al:SiO thin films for organic light-emitting diodes
Bibliographic record
Abstract
Al:SiO cermet thin films were synthesized by thermal coevaporation. Physical properties of these thin films were characterized by scanning electron microscope, transmission electron microscope, x-ray photoelectron spectroscopy, current–voltage, and optical absorption measurement. The data show that the Al:SiO films consist of crystalline Al islands embedded in an amorphous network of mixed Si, SiO2, and Al2O3 as Al weight percentage exceeds ∼50%. It is found that the size of Al islands increases with increasing Al concentration, which leads to a dramatic reduction in resisitivity and optical transmittance. A multilayered SiO:Al/Al/LiF structure has been utilized as a cathode for top-emission organic light-emitting diode (TOLED). A model based on Fabry–Pérot cavity has been used to simulate the TOLED light emission spectra. The results indicate that Al:SiO films can also be used as a semitransparent mirror for a half-wavelength planar microcavity light-emitting diode.
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 | 0.000 | 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 | 0.001 |
| 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".