Magnetic dilution of a honeycomb lattice XY magnet CoTiO<sub>3</sub>
Bibliographic record
Abstract
Abstract We report our study of cobalt (II) titanate, CoTiO 3 , in which magnetic Co ions are replaced by non-magnetic ions. The antiferromagnetic ordering transition of CoTiO 3 around 37 K is described with ferromagnetic honeycomb layers coupled antiferromagnetically along the crystallographic c -direction. The effect of magnetic dilution on the Néel temperature of this material is investigated through the doping of Zn 2+ and Mg 2+ in place of Co 2+ for various dilution levels up to x + y = 0.46 in Co 1− x − y Zn x Mg y TiO 3 . Single phase polycrystalline samples have been synthesized and their structural and magnetic properties have been examined. A linear relation between dilution and the Néel temperature is observed over a wide doping range. A linear extrapolation would suggest that the required dilution level to suppress magnetic order is around x + y ∼ 0.74, well beyond the classical percolation threshold. The implication of this observation for microscopic models for describing CoTiO 3 is discussed.
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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) | 0.000 | 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 | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".