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 TmCo 2 and NdCo 2 Laves phase compounds in the cubic structure MgCu 2 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 TmCo 2 and NdCo 2 intermetallic binary for the two approximations.
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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 | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".