Theoretical study of magneto‐electronic properties of <scp>TmCo<sub>2</sub></scp> and <scp>NdCo<sub>2</sub></scp> intermetallic compounds through density functional theory calculations
Bibliographic record
Abstract
Abstract The physical properties of the electronic structure of TmCo2 and NdCo2 Laves phase compounds in the cubic structure MgCu2 were investigated using the functional density theory (DFT) under the linearized augmented plane wave method with full potential (FP‐LAPW) incorporated into the Wien2k software. In addition, the Hubbard (U) potential, was applied in studying these compounds to treat the correlation effects. The obtained lattice parameters were in good agreement with those found in the relevant literature, besides, there are not values available to make the comparison for the magnetic moments. The Hubbard parameter was applied, and has led to remarkable results for these quantities. Finally, the band structures and the state densities (DOS) of these two compounds were also calculated, where the DOS confirmed the ferromagnetic state of the TmCo2 and NdCo2 intermetallic binary for the two approximations.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 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 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".