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From string theory to large N QCD

High Energy Physics - Theory · Submitted 13 Dec 2010

abstract compiled · 2026-09-23 · no language-model review

The authors' main claim We propose the dual gravity of a non conformal gauge theory which has logarithmic running of couplings in the IR but becomes almost conformal in the far UV.

how it is stated · asserted 0.77 read the record →

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arXiv ID1012.2881 (version 1)
Pith IDEL2MX2OH, Pith's permanent record of this paper and its review
CitationMohammed Mia. "From string theory to large N QCD." arXiv:1012.2881 (2010). https://pith.science/paper/EL2MX2OH
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The compiled record

The paper's own sentences, arranged. Each label is drawn from a closed vocabulary; the number beside it is the probability the classifier gave that label. Numbers in the tables are the authors', checked by code. No sentence in this record was written by a model.

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Compiled by classifier-1.13-20260917 via OpenRouter, question bank abstract-p1-20260923, 2026-09-23: 1 request, 6,377 input tokens, $0.0003 reported.

What the abstract itself states, as probabilities: claims first 0.04 · states limitation 0.11 · human participants 0.01 · controlled comparison 0.02 · randomized assignment 0.01 · states quantitative result 0.15 · compares with prior results 0.11 · mentions code or data availability 0.02.

The abstract, sentence by sentence

arXiv listing abstract v1. Results and the main claim are underlined; .

We propose the dual gravity of a non conformal gauge theory which has logarithmic running of couplings in the IR but becomes almost conformal in the far UV. The theory has matter in fundamental representation, non-zero temperature and under a cascade of Seiberg dualities, can be described in terms of gauge groups of lower and lower rank. We outline the procedure of holographic renormalization and propose a mechanism to UV complete the gauge theory by modifying the dual geometry at large radial distances. As an example, we construct the brane configuration and sources required to attach a Klebanov-Witten type geometry at large r to a Klebanov- Strassler type geometry at small r. Using the supergravity description for the dual geometry, we compute thermal mass of a fundamental 'quark' in our theory along with drag and diffusion coefficients of the gauge theory plasma. We compute the stress tensor of the gauge theory and formulate the wake a probe leaves behind as it traverses the medium. Transport coefficient shear viscosity {\eta} and its ratio to entropy {\eta}/s are calculated and finally we show how confinement of 'quarks' at large separation can occur at low temperatures. We classify the most general dual geometry that gives rise to linear confinement at low temperatures and show how quarkonium states can melt at high temperatures to liberate 'quarks'.

background contribution method result interpretation main claim

What the classifier reports for each sentence. The number is the probability it gave the label.
#sentencerolethe authors' own workstates the main conclusionstrength
s0 We propose the dual gravity of a non conformal gauge theory which has logarithmic running of couplings in the IR but becomes almost conformal in the far UV. contribution 1.00 0.83 0.42 asserted 0.77
s1 The theory has matter in fundamental representation, non-zero temperature and under a cascade of Seiberg dualities, can be described in terms of gauge groups of lower and lower rank. contribution 0.58 0.33 0.07 asserted 0.84
s2 We outline the procedure of holographic renormalization and propose a mechanism to UV complete the gauge theory by modifying the dual geometry at large radial distances. method 0.60 0.85 0.17 asserted 0.81
s3 As an example, we construct the brane configuration and sources required to attach a Klebanov-Witten type geometry at large r to a Klebanov- Strassler type geometry at small r. method 0.53 0.88 0.06 asserted 0.99
s4 Using the supergravity description for the dual geometry, we compute thermal mass of a fundamental 'quark' in our theory along with drag and diffusion coefficients of the gauge theory plasma. result 0.64 0.95 0.07 asserted 1.00
s5 We compute the stress tensor of the gauge theory and formulate the wake a probe leaves behind as it traverses the medium. contribution 0.68 0.93 0.05 asserted 0.99
s6 Transport coefficient shear viscosity {\eta} and its ratio to entropy {\eta}/s are calculated and finally we show how confinement of 'quarks' at large separation can occur at low temperatures. result 0.95 0.94 0.19 asserted 1.00
s7 We classify the most general dual geometry that gives rise to linear confinement at low temperatures and show how quarkonium states can melt at high temperatures to liberate 'quarks'. contribution 0.64 0.92 0.23 asserted 1.00

What kind of paper the classifier reports this is: theoretical result 1.00 · evidence from proof or derivation 0.81.

What was examined, and what was not

sources read
  • arXiv listing abstract v1
not examined
  • full text
  • figures and tables
  • references and citing sentences
  • relations to other papers
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  • P abstract
not run
  • S sections
  • T body sentences
  • C citations
  • R cross-paper relations

Every quoted sentence on this record is the authors'. Every label is from Pith's closed vocabulary, with the probability shown beside it. Every number in the measurements table is the authors', checked by code. Record as JSON

The paper
Original abstract

We propose the dual gravity of a non conformal gauge theory which has logarithmic running of couplings in the IR but becomes almost conformal in the far UV. The theory has matter in fundamental representation, non-zero temperature and under a cascade of Seiberg dualities, can be described in terms of gauge groups of lower and lower rank. We outline the procedure of holographic renormalization and propose a mechanism to UV complete the gauge theory by modifying the dual geometry at large radial distances. As an example, we construct the brane configuration and sources required to attach a Klebanov-Witten type geometry at large r to a Klebanov- Strassler type geometry at small r. Using the supergravity description for the dual geometry, we compute thermal mass of a fundamental 'quark' in our theory along with drag and diffusion coefficients of the gauge theory plasma. We compute the stress tensor of the gauge theory and formulate the wake a probe leaves behind as it traverses the medium. Transport coefficient shear viscosity {\eta} and its ratio to entropy {\eta}/s are calculated and finally we show how confinement of 'quarks' at large separation can occur at low temperatures. We classify the most general dual geometry that gives rise to linear confinement at low temperatures and show how quarkonium states can melt at high temperatures to liberate 'quarks'.

Human review
How the literature uses it

1 arXiv paper cite this in 1 sentence

Each citing sentence is taken from the citing paper's LaTeX source and typed by Pith's classifier. A label appears at probability 0.8 or more (0.95 for support), a contest at 0.7 or more; the quoted words are the citing authors'. How each label was checked · JSON

What it cites · 169 sentences without a confident label

Builds on 2 papers
Uses the method or tool of 14 papers
Uses data or values from 2 papers
Compares with 19 papers
Cites as background 44 papers

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