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Why this work is in the frame
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Bibliographic record
Abstract
A ferroelectric monoclinic phase of space group Cm ${(M}_{A}$ type) has been discovered in $0.65{\mathrm{P}\mathrm{b}(\mathrm{M}\mathrm{g}}_{1/3}{\mathrm{Nb}}_{2/3}{)\mathrm{O}}_{3}{\ensuremath{-}0.35\mathrm{}\mathrm{PbTiO}}_{3}$ by means of high-resolution synchrotron x-ray diffraction. It appears at room temperature in a single crystal previously poled under an electric field of 43 kV/cm applied along the pseudocubic [001] direction, in the region of the phase diagram around the morphotropic phase boundary between the rhombohedral $(R3m)$ and the tetragonal $(P4\mathrm{mm})$ phases. The monoclinic phase has lattice parameters $a=5.692\AA{},$ $b=5.679\AA{},$ $c=4.050\AA{},$ and $\ensuremath{\beta}=90.15\ifmmode^\circ\else\textdegree\fi{},$ with the ${b}_{m}$ axis oriented along the pseudocubic [110] direction. It is similar to the monoclinic phase observed in ${\mathrm{PbZr}}_{1\ensuremath{-}x}{\mathrm{Ti}}_{x}{\mathrm{O}}_{3},$ but different from that recently found in ${\mathrm{P}\mathrm{b}(\mathrm{Z}\mathrm{n}}_{1/3}{\mathrm{Nb}}_{2/3}{)\mathrm{O}}_{3}{\ensuremath{-}\mathrm{P}\mathrm{b}\mathrm{T}\mathrm{i}\mathrm{O}}_{3},$ which is of space group Pm ${(M}_{C}$ type).
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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 | 0.018 | 0.013 |
| Meta-epidemiology (narrow) | 0.007 | 0.016 |
| Meta-epidemiology (broad) | 0.003 | 0.014 |
| Bibliometrics | 0.006 | 0.013 |
| Science and technology studies | 0.011 | 0.011 |
| Scholarly communication | 0.014 | 0.013 |
| Open science | 0.019 | 0.014 |
| Research integrity | 0.017 | 0.013 |
| Insufficient payload (model declined to judge) | 0.979 | 0.018 |
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