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Record W4307220622 · doi:10.21203/rs.3.rs-2133454/v1

Anomalous conductance quantization of a one-dimensional channel in monolayer WSe2

2022· preprint· en· W4307220622 on OpenAlexafffund
Adina Luican‐Mayer, Justin Boddison-Chouinard, Alex Bogan, Pedro Barrios, J. Lapointe, Kenji Watanabe, Takashi Taniguchi, Jarosław Pawłowski, Daniel Miravet, Maciej Bieniek, Paweł Hawrylak, Louis Gaudreau

Bibliographic record

VenueResearch Square · 2022
Typepreprint
Languageen
FieldMaterials Science
Topic2D Materials and Applications
Canadian institutionsNational Research Council CanadaUniversity of Ottawa
FundersNatural Sciences and Engineering Research Council of CanadaUniversity of OttawaNarodowa Agencja Wymiany AkademickiejInfrastruktura PL-GridAlliance de recherche numérique du CanadaNarodowym Centrum Nauki
KeywordsMonolayerConductanceQuantization (signal processing)Condensed matter physicsChannel (broadcasting)PhysicsMaterials scienceNanotechnologyComputer scienceTelecommunicationsAlgorithm

Abstract

fetched live from OpenAlex

Abstract Among quantum devices based on 2D materials, gate-defined quantum confined 1D channels are much less explored, especially in the high mobility regime where many body interactions play an important role. We present results of measurements and theory of conductance quantization in a gate-defined one dimensional channel in a single layer of transition metal dichalcogenide material WSe2. In the quasi-ballistic regime of our high mobility sample, we report conductance quantization steps in units of e2/h for a wide range of carrier concentrations. Magnetic field measurements show that as the field is raised higher conductance plateaus move to accurate quantized values and then shift to lower conductance values while the e2/h plateau remains locked. Based on microscopic atomistic tight-binding theory, we show that in this material, valley and spin degeneracies result in 2 e2/h conductance steps for non-interacting holes, suggesting that symmetry breaking mechanisms such as valley polarization dominate the transport properties of such quantum structures.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.002

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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.

Opus teacher head0.133
GPT teacher head0.407
Teacher spread0.274 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2022
Admission routes2
Has abstractyes

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