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Electron spin coherence exceeding seconds in high-purity silicon

Why is this work in the frame?

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

Canadian affiliationAn author listed a Canadian institution. This is the only route the usual frame has.

Classifier prediction

metacan-v1-d91a1de5be90

Predictions imitate two machine teachers. Scores are not calibrated prevalence probabilities.

Classifier candidate
ObservationalBench or experimentalTheoretical or conceptual
Classifier consensus
ObservationalBench or experimentalTheoretical or conceptual
Teacher imitation scores

Codex

Bench or experimental0.762
Observational0.175
Theoretical or conceptual0.103
Other design0.004
Research integrity0.001
Not applicable0.001
Bibliometrics0.001
Metaresearch0.000
Open science0.000
Scholarly communication0.000
Meta-epidemiology (narrow)0.000
Qualitative0.000
Meta-epidemiology (broad)0.000
Randomized trial0.000
Systematic review0.000
Meta-analysis0.000
Simulation or modelling0.000
Non-randomized trial0.000
Case report0.000
Science and technology studies0.000

Gemma

Bench or experimental0.944
Observational0.541
Theoretical or conceptual0.025
Research integrity0.001
Not applicable0.001
Bibliometrics0.000
Qualitative0.000
Open science0.000
Metaresearch0.000
Randomized trial0.000
Scholarly communication0.000
Meta-analysis0.000
Meta-epidemiology (narrow)0.000
Science and technology studies0.000
Meta-epidemiology (broad)0.000
Non-randomized trial0.000
Case report0.000
Simulation or modelling0.000
Systematic review0.000

Machine scores (provisional)

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

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.

Opus teacher head0.009
GPT teacher head0.234
Teacher spread
0.225 how far apart the two teachers sit on this one work
Validation status
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

Abstract

Silicon is one of the most promising semiconductor materials for spin-based information processing devices. Its advanced fabrication technology facilitates the transition from individual devices to large-scale processors, and the availability of a (28)Si form with no magnetic nuclei overcomes a primary source of spin decoherence in many other materials. Nevertheless, the coherence lifetimes of electron spins in the solid state have typically remained several orders of magnitude lower than that a…

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