Electronic structure and transport properties of quantum dots
Bibliographic record
Abstract
4 Ring-Shaped Quantum Dots 57 4.1 Introduction 57 4.2 Model and method 58 4.3 Results 61 4.3.1 Weakly distorted dot 61 4.3.2Strongly distorted dot 64 4.4 Summary "1 5 Effect of Impurities in Parabolic Quantum Dots 73 5.1 Model and Method " 4 5.2 Results and Discussion " 5.2.1 Energy and addition spectra ' ' 5.2.2 Hund's rule at zero magnetic field 81 5.2.3 Many-body densities 83 5.3 Summary So 6 Kondo Effect in a Quantum Dot Molecule 89 6.1 Introduction 89 6.2 Model and method 91 6.3 Calculation of Green"s functions 93 6.4 Results 96 6.5 Summary7 Conclusion 103 Appendices 107 A.l Two-body interaction terms in Fock-Darwin basis set A.2 Drift velocity and local energy in fixed-phase DQMC A.3 Matrix elements for a Gaussian perturbation in Fock-Darwin basis set A.4 Description of exact diagonalization code A.5 Description of quantum Monte Carlo code A.
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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) | 0.001 | 0.001 |
| 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) | 0.001 | 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".