Relaxor Behavior in Ba(Ti<sub>0.72</sub>Sn<sub>0.28</sub>)O<sub>3</sub> Solid Solution
Why this work is in the frame
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Bibliographic record
Abstract
Dielectric properties of the Ba(Ti0.72Sn0.28)O3 solid solution ceramics are studied as a function of frequency (0.01 Hz–100 kHz) in the temperature range of 300°C to −150°C. A broad dielectric peak with strong frequency dispersion is observed. The temperatures T m of real and imaginary dielectric peaks fit well to the Vogel-Fulcher law. Both the high-temperature and low-temperature slopes of the real permittivity peak can be described by a Lorenz-type formula. The dielectric hysteresis loops are displayed at low temperatures as well as at temperatures significantly higher than T m . The Curie-Weiss law is observed at temperatures much higher than T m .
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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 | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.002 | 0.005 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.002 |
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