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Nuclear Theory · arXiv:1204.5855 v2 · submitted 26 Apr 2012

Remarks concerning bulk viscosity of hadron matter in relaxation time ansatz

A. S. Khvorostukhin, V. D. Toneev, D. N. Voskresensky

The paper says

“Nume rical evaluations of the bulk viscosity with three considered models deviate not much from each other confirming earlier results.”

from the abstract · picked out as the main claim by a classifier

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The paper

Abstract

The bulk viscosity is calculated for hadron matter produced in heavy-ion collisions, being described in the relaxation time approximation withi n the relativistic mean- field-based model with scaled hadron masses and couplings. W e show how different approximations used in the literature affect the result. Nume rical evaluations of the bulk viscosity with three considered models deviate not much from each other confirming earlier results.

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. No sentence in this record was written by a model.

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

How the main claim is stated: asserted 0.97

What the abstract itself states, as probabilities: claims first 0.03 · states limitation 0.14 · human participants 0.01 · controlled comparison 0.10 · randomized assignment 0.01 · states quantitative result 0.08 · compares with prior results 0.92 · mentions code or data availability 0.02

The abstract, sentence by sentence

This table labels the abstract only (arXiv listing abstract v2). The number is the probability the classifier gave the label.

SentenceRoleThe authors' own workStates the main conclusionStrength
The bulk viscosity is calculated for hadron matter produced in heavy-ion collisions, being described in the relaxation time approximation withi n the relativistic mean- field-based model with scaled hadron masses and couplings. contribution 0.59 0.87 0.10 asserted 1.00
W e show how different approximations used in the literature affect the result. contribution 0.94 0.70 0.10 asserted 0.99
Nume rical evaluations of the bulk viscosity with three considered models deviate not much from each other confirming earlier results. result 0.98 0.79 0.65 asserted 0.97

What kind of paper the classifier reports this is: simulation study 0.51 · evidence from simulation or computation 0.99

What was examined, and what was not

Sources read

  • arXiv listing abstract v2

Not examined

  • full text
  • figures and tables
  • references and citing sentences
  • relations to other papers

Levels run

  • P abstract

Not run

  • S sections
  • T body sentences
  • C citations
  • R cross-paper relations

How the labels were made

Compiled by classifier-1.13-20260917 via OpenRouter, question bank abstract-p1-20260923, 2026-09-23: 1 request, 2,908 input tokens, $0.0001 reported.

Every quoted sentence on this record is the authors'. Every label is from Pith's closed vocabulary, with the probability shown beside it. This record as JSON

Cited by 1 Pith paper
How the literature uses it

2 arXiv papers cite this in 4 sentences

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

Papers citing it · 1 sentence without a confident label

Compares with it 1 paper

What it cites

Compares with 1 paper
  • Comparing our results with those computed recently in the linear sigma model [ref] in the crossover region (line with circles in the figure) one may see an overall agreement, although models as well as final expressions used for the bulk viscosities are essentially different.

    Bulk viscosity and the phase transition of the linear sigma model · Numerical results · 1.00

Cites as background 1 paper

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