Ancho de Pared de Dominio en Bicapas Ferromagnéticas
Bibliographic record
Abstract
espanolEste trabajo busca confirmar la hipotesis de la existencia de anchos variables de pared de dominio, originadas en la posi-cion de la pared respecto a defectos o centros de anclaje[1]. Para ello se emplea un sistema de bicapas ferromagneticas (FM) crecidas a los largo del eje x, con diferentes propiedades magnetocristalinas, y ejes de anisotropia paralelos. Para so-lucionar la estructura de pared de dominio se propone un modelo en el cual, la pared de ancho q puede estar localizada en p, con -�V EnglishThis work reports on the hypothesis about variable widths in domain wall due to the position of the wall regarding defects or pinning centers [1]. The considered system is a ferromagnetic bilayer grown along the x-axis. Different magnetocrystal-line parameters and parallel anisotropy axis have been taken into account. The domain wall of width q has been located at a p distance from the interface in the -�V
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.005 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.013 | 0.001 |
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".