Precession Electron Diffraction studies of the phase transition in the (NbSe<sub>4</sub>)<sub>3</sub>I
Bibliographic record
Abstract
(NbSe4)3I is at room-temperature (RT) a semimetal, which changes at lower temperatures into a semiconductor [1]. The compound shows nonlinear transport properties with a second order phase transition at 274 K [2]. The symmetry of the RT (NbSe4)3I belongs to the P4/mnc space group and the structure is formed of NbSe4 antiprisms, stacked along the c axis. The Nb atoms are grouped into Nb2 segments and the Se-Se distances are correlated with the Nb chains. The I atoms occupy two types of channels; those running along the [00z] direction contain two I atoms connected to four Se atoms, while the channels along the [½½z] direction host two I atoms connected to eight Se atoms in a square anti-prismatic arrangement. At the (h,k, 1 6n) planes a relatively strong diffuse scattering is present in the form of concentric rings. This scattering is explained by a similar model to the one recently suggested for (NbSe4)10/3I. The model is based on a mismatch between infinite NbSe4 chains, randomly shifted along the c direction. (NbSe4)3I was studied by means of X-ray and electron diffraction with beam precession (PED) [3]. PED patterns usually contain more Bragg peaks than the conventional selected area diffraction patterns, because the intensity of the diffracted beams is integrated over the selected volume of the reciprocal space. An additional advantage of using the beam precession technique is a reduction of the dynamical interactions. Electron diffraction patterns were recorded sequentially, while tilting the crystal around an arbitrary crystallographic axis. Such space tomography allows a three-dimensional inspection of the reciprocal space and a more precise investigation of the diffuse scattering from nano-areas.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 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".