Electronic structure and magnetism in <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"><mml:mrow><mml:mi>P</mml:mi><mml:mn>4</mml:mn><mml:mo>/</mml:mo><mml:mi>n</mml:mi><mml:mi>m</mml:mi><mml:mi>m</mml:mi></mml:mrow><mml:mo> </mml:mo><mml:msub><mml:mi>KCoO</mml:mi><mml:mn>2</mml:mn></mml:msub></mml:math>
Bibliographic record
Abstract
${\mathrm{KCoO}}_{2}$ has been found in 1975 to exist in a unique structure with $P4/nmm$ space group featuring Co atoms in a square pyramidal coordination. The Co atoms in the plane are linked by O in a square arrangement reminiscent of the cuprates. However, its electronic structure has not been studied until now. Unlike Co atoms in ${\mathrm{LiCoO}}_{2}$ and ${\mathrm{NaCoO}}_{2}$, which are in octahedral coordination and are nonmagnetic band structure insulators, the unusual coordination of ${d}^{6}\phantom{\rule{4pt}{0ex}}{\mathrm{Co}}^{3+}$ in ${\mathrm{KCoO}}_{2}$ is here shown to lead to a magnetic stabilization of an insulating structure with high magnetic moments of $4{\ensuremath{\mu}}_{B}$ per Co. The electronic band structure is calculated using the quasiparticle self-consistent ($\mathrm{QS})GW$ method and the basic formation of magnetic moments is explained in terms of the orbital decomposition of the bands. The optical dielectric function is calculated using the Bethe-Salpeter equation including only transitions between equal spin bands. The magnetic moments are shown to prefer an antiferromagnetic ordering along the [110] direction. Exchange interactions are calculated from the transverse spin susceptibility and a rigid spin approximation. The N\'eel temperature is estimated using the mean-field and Tyablikov methods and found to be between $\ensuremath{\sim}100$ and $\ensuremath{\sim}250\phantom{\rule{0.16em}{0ex}}\mathrm{K}$. The band structure in the AFM ordering can be related to the FM ordering by band folding effects. The optical spectra are similar in both structures and show evidence of excitonic features below the quasiparticle gap of $\ensuremath{\sim}4\phantom{\rule{0.16em}{0ex}}\mathrm{eV}$.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.181 | 0.027 |
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 source (direct Gemma or distilled Codex), 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".