FIRST-PRINCIPLE STUDY OF ELECTRONIC AND VIBRATIONAL PROPERTIES OF LATERAL HETEROSTRUCTURE BASED ON TRANSITION METAL DICHALCOGENIDE (TMDS)
Bibliographic record
Abstract
A compreensão de novos materiais nanoestruturado é muito importante para o avanço tecnológico. Espera-se que a junção de materiais provoque mudanças nas propriedades eletrônicas em comparação com as propriedades desses materiais isolados. Logo, estudar as propriedades físicas após a junção de materiais são importantes para criação de instrumentos cada vez menores e melhores. Neste trabalho, utilizando cálculos de primeiros princípios, implementados com o formalismo da DFT no código computacional CASTEP, investigamos as propriedades eletrônicas das heteroestrutura lateral (HSL) formadas pela junção de planos baseados em dicalcogenetos de metal de transição (TMDs). Como resultado foi visto que HSL apresenta característica semicondutora de gap indireto.
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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 | 0.000 |
| 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".