Selectively transparent and conducting photonic crystals for advanced optoelectronics
Bibliographic record
Abstract
A novel one-dimensional photonic crystal, called selectively transparent and conducting photonic crystal (STCPC), which integrates tunable optical and electrical properties is presented as a potential next-generation device element for advanced optoelectronics. A significant advance over existing 1D PCs, STCPCs combine intense wavelength selective broadband reflectance with the transmissive and electrical conductive properties of sputtered transparent conducting oxides. We review two applications which integrate STCPCs to enhance device performance; one, an STCPC based OLED microcavity, and two, an STCPC intermediate reflector in a micromorph tandem photovoltaic device. In both instances the STCPC, functioning as an electrode, providing the necessary electronic conductivity, and Bragg reflector, serves to enhance device performance.
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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) | 0.000 | 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".