Structure, Symmetry and Ferroelectric Properties of the Pseudo-Binary System (1-x)(0.65Pb(Mg <sub>1/3</sub> Nb <sub>2/3</sub> )O <sub>3</sub> –0.35PbTiO <sub>3</sub> )-xBi(Zn <sub>1/2</sub> Ti <sub>1/2</sub> )O <sub>3</sub>
Why this work is in the frame
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Bibliographic record
Abstract
In order to increase the TC and improve the properties of the (1-x)Pb(Mg1/3Nb2/3)O3-xPbTiO3 solid solution, the pseudo-binary system represented by (1-x)(0.65Pb(Mg1/3 Nb2/3)O3-0.35PbTiO3)-xBi(Zn1/2Ti1/2)O3, near the morphotropic phase boundary (MPB) was prepared in the form of ceramics. The effect of BZT addition to the MPB composition of the PMN-PT binary system is investigated in terms of the structurally, dielectric and ferroelectric properties.
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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 | 0.010 | 0.005 |
| Meta-epidemiology (narrow) | 0.009 | 0.009 |
| Meta-epidemiology (broad) | 0.010 | 0.004 |
| Bibliometrics | 0.007 | 0.019 |
| Science and technology studies | 0.006 | 0.003 |
| Scholarly communication | 0.003 | 0.005 |
| Open science | 0.009 | 0.004 |
| Research integrity | 0.006 | 0.008 |
| 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