Nanoferroics: New effects, properties, possibilities
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
The latest results concerning the quantum confinement and other size effects in the nanoferroics are reviewed. The main attention was devoted to the spectral, dielectric and nonlinear optics properties of the nanocomposites based on the single crystals (NH2(C2H5)2)2CuCl4 (furthermore DEACC) and (N(C2H5)4)2CoCl2Br2 (TEACCB). The peculiarities of the magnetic and dielectric properties were discussed on the example of the low dimensional ferroic (C2H5NH3)2CuCl4 (EACC). The physical nature of the principally new effects and properties of the nanostructured ferroics is considered. It has been shown that due to the embedding into a polymer matrix in the NC state the ferroic becomes very attractive from the technological point of view. The hygroscopic, brittle and thermally unstable crystals grown from aqueous solution are transformed in such a way that they would be used as principally new nonlinear optics elements, piezotransducers, sensitive materials for sensors, etc.
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) | 0.001 | 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