PREPARATION AND PHOTOCATALYTIC ACTIVITY STUDIES OF ANATASE-PHASED TiO_2 THIN FILMS
Bibliographic record
Abstract
TiO-2 thin films were deposited by direct c urrent (dc)magnetron reactive sputtering with out external heat-ing.The films were investigated using X -ray diffraction(XRD)and X -ray photoelectron spectroscopy(XPS).The photo-catalysis activity of the samples wa s tested on the degradation of methylene blue solution under the irradiation of UV lamp.The results show that when annealed betw een 400℃and 500℃for two hours,the am orphous TiO 2 films change to anatase phase.Anatase -phased TiO 2 films show photocatalysis property and the thicker samples annealed at 500℃have better photocatalysis activity.
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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".