Structural, Optical and Electrochromic Properties of Sputter Deposited Tungsten Oxide Films in Argon-Helium Atmosphere
Bibliographic record
Abstract
Tungsten oxide (WO3) films have been deposited on glass substrates by radio frequency magnetron sputtering of tungsten target. We examined the effect of oxygen flow rate in argon and helium atmosphere on the structural, optical, and electrochromic properties of WO3 films. When helium gas is replaced with argon, the particle sizes and the band gap will get affected. Band gap values were obtained over a range of 2.62 eV to 3.09 eV. The atomic mass of the sputtering gas also plays a prime role in changing the primary crystallite size, orientation, as well as band gap. We could relate the crystallization of tungsten atoms with low oxygen flow rate when films are deposited in helium instead of argon due to Penning ionization. [DOI: 10.1380/ejssnt.2018.289]
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.003 |
| Scholarly communication | 0.000 | 0.001 |
| 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".