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Record W1976008060 · doi:10.1007/s00220-015-2357-1

On the Asymptotic Behavior of a Log Gas in the Bulk Scaling Limit in the Presence of a Varying External Potential I

2015· article· en· W1976008060 on OpenAlex

Why this work is in the frame

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affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.

Bibliographic record

VenueCommunications in Mathematical Physics · 2015
Typearticle
Languageen
FieldMathematics
TopicSpectral Theory in Mathematical Physics
Canadian institutionsUniversité de Montréal
FundersBanff International Research Station for Mathematical Innovation and DiscoveryIndiana University-Purdue University IndianapolisPurdue UniversityConcordia UniversityImperial College LondonNational Science Foundation
KeywordsScalingFredholm determinantLimit (mathematics)Interval (graph theory)Integrable systemKernel (algebra)Scaling limitOperator (biology)

Abstract

fetched live from OpenAlex

We study the determinant $${\det(I-\gamma K_s), 0 < \gamma < 1}$$ det ( I - γ K s ) , 0 < γ < 1 , of the integrable Fredholm operator K s acting on the interval (−1, 1) with kernel $${K_s(\lambda, \mu)= \frac{\sin s(\lambda - \mu)}{\pi (\lambda-\mu)}}$$ K s ( λ , μ ) = sin s ( λ - μ ) π ( λ - μ ) . This determinant arises in the analysis of a log-gas of interacting particles in the bulk-scaling limit, at inverse temperature $${\beta=2}$$ β = 2 , in the presence of an external potential $${v=-\frac{1}{2}\ln(1-\gamma)}$$ v = - 1 2 ln ( 1 - γ ) supported on an interval of length $${\frac{2s}{\pi}}$$ 2 s π . We evaluate, in particular, the double scaling limit of $${\det(I-\gamma K_s)}$$ det ( I - γ K s ) as $${s\rightarrow\infty}$$ s → ∞ and $${\gamma\uparrow 1}$$ γ ↑ 1 , in the region $${0\leq\kappa=\frac{v}{s}=-\frac{1}{2s}\ln(1-\gamma)\leq 1-\delta}$$ 0 ≤ κ = v s = - 1 2 s ln ( 1 - γ ) ≤ 1 - δ , for any fixed $${0 < \delta < 1}$$ 0 < δ < 1 . This problem was first considered by Dyson (Chen Ning Yang: A Great Physicist of the Twentieth Century. International Press, Cambridge, pp. 131–146, 1995).

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Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.004
metaresearch head score (Gemma)0.004
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.028
Threshold uncertainty score0.712

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0040.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.166
GPT teacher head0.380
Teacher spread0.215 · 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