Study of Ag/PEO-like Nano-composite Functional Film by Magnetron Sputtering
Bibliographic record
Abstract
Polymerization polyethylene oxide(PEO)-like and Ag nanocomposite was prepared by means of magnetron sputtering Ag while togetherly feeding with glycol dimethyl ethers vapor as monomer.The nanocomposite were characterized by using UV-visible spectroscopy,Fourier transform infrared(FTIR) spectroscopy,x-ray diffraction(XRD),and atomic force microscopy(AFM) for crystal status,surface morphological,structural and chemical properties.The influence of the process conditions on the structure and compositions of the film was studied.It was found that the macro parameters of plasma,such as working pressure,Ar to monomer ratio,and sputtering power,have greater influence on the structure and compositions of the film;The particles of silver distributing uniformly in the body of nanocomposite is in atomic status and grown preferentially in facet(111),which is benefit to the antibacterial application.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| 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) | 0.001 | 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 source (direct Gemma or distilled Codex), 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".