Magnetooptic iron garnet thin films for integrated optical applications
Bibliographic record
Abstract
In this paper we study the properties of polycrystalline yttrium iron garnet Y<sub>3</sub>Fe<sub>5</sub>O<sub>12</sub> (YIG) thin films deposited by means of a Pulsed Laser Deposition technique (PLD). The films were grown at a substrate temperature of 700-800°C and at various oxygen pressures. Annealing was performed for all the samples and the role of ambient gas as well as of temperature was investigated. The influence of structure and of phase purity was also studied through X-Ray Diffraction (XRD). In addition, compositional analysis was carried out via Rutherford Back Scattering (RBS). Finally, optical transmittance was tested for both amorphous and polycrystalline structures in view of their potential use in the fabrication of magneto-optic integrated devices.
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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 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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".