PLASMA SURFACE MODIFIED POLYTETRAFLUOROETHYLENE GRAFTED NANOLAYERS AND COMPLEXES THEREFROM
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
Metal complexes of copolymers based on poly(acrylic acid), poly(4-vinylpyridine) and poly(1-vinylimidazole) plasma grafted onto films of poly(tetrafluoroethene) were prepared by complex formation with solutions of salts of FeCl3.6H2O, CuCl2.2H2O, CoCl2.6H2O, VOSO4.5H2O and Na2MoO4.2H2O at room temperature. The introduction of metal ions was found to depend mainly on the degree of grafting of acrylic acid, 4-vinylpyridine and 1-vinylimidazole and was from 1.1 tо 6.5 mg metal ion/g polymer carrier. The studies carried out by IR spectroscopy, Moessbauer spectroscopy and electron paramagnetic resonance proved the preparation of metal complexes.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 it