P‐49: New (Cd <sub>x</sub> Zn <sub>1−x</sub> )Ga <sub>2</sub> O <sub>4</sub> : Mn Green Emitting Phosphors for EL Displays
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Abstract By introducing Cd, a new family of oxide thin film electroluminescent phosphors is presented. EL devices using (Cd x Zn 1−x )Ga 2 O 4 : Mn phosphors exhibit excellent green emission with peak wavelength of 504 nm, colour coordinates x = 0.8 and y = 0.69, and a peak brightness of 55 cd/m 2 and an efficiency of 0.55 lm/W at 40 V above threshold and driven at 60 Hz. When driven at 600 Hz, the maximum luminance at 40 V above threshold was 350 cd/m 2 with an efficiency of 0.48 lm/W. The introduction of Cd is shown to offer improved performance at lower processing temperatures than in the case of ZnGa 2 O 4 : Mn.
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.003 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.002 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.001 |
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 it