Superconducting Resonators Based on TiN/Tapering/NbN/Tapering/TiN Heterostructures
Why this work is in the frame
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Bibliographic record
Abstract
We fabricated a type of superconducting heterostructures, TiN/tapering/NbN/tapering/TiN, on c‐cut sapphire substrates by reactive magnetron sputtering. The goal is to achieve an x‐band resonator that maintains a high Q in modest magnetic fields. The structure shows (111) orientation with local epitaxial correlation, as a result of stacking face‐centered‐cubic structures on top of hexagonal‐close‐packing substrates. The artificial tapering layers vary gradually from NbN into TiN and vice versa, creating a smooth transition so that no distinct interface exists. We characterized microstrip single line resonators on these heterostructures that are promising candidates for quantum information processing with hybrid nuclear‐electron spins.
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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) | 0.000 | 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) | 0.002 | 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 it