Halogen-substituted Li3InCl6: Insights into the Evolved Structure, Composition, and Ionic Conductivity
Bibliographic record
Abstract
Ternary Li-containing halides have gained significant interest for all-solid-state batteries because they show high Li-ion conductivity, and their structures can be modified. In this study, halogen substitution in Li3InCl6 was attempted to form Li3InCl6–xXx (X = F, Br, I) samples whose phase compositions and Li+ conductivity were characterized by X-ray diffraction and impedance spectroscopy. Based on the evolution of cell parameters, Cl can be substituted completely by F within the experimental limit of x ≤ 1.2, while by other halogens up to a solid solubility limit of x = 0.6 for Br, and x <0.1 for I. The Li-ion conductivity diminished with greater nominal compositions of X in the samples, especially as other phases exhibiting low conductivity are formed. These results suggest that increased polarizability of X is not a dominant factor influencing Li+ mobility in Li3InCl6–xXx.
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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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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".