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Phase transition in a static granular system

Soft Condensed Matter · Submitted 16 Jun 2006

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

The authors' main claim We find that a column of glass beads exhibits a well-defined transition between two phases that differ in their resistance to shear.

how it is stated · asserted 1.00 read the record →

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arXiv IDcond-mat/0606459 (version 2)
Pith IDPOARDS3K, Pith's permanent record of this paper and its review
CitationCharles Radin, Harry L. Swinney, Matthias Schr\"oter, Sibylle N\"agle. "Phase transition in a static granular system." arXiv:cond-mat/0606459 (2006). https://pith.science/paper/POARDS3K
Claim paper

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, 3,521 input tokens, $0.0001 reported.

What the abstract itself states, as probabilities: claims first 0.02 · states limitation 0.09 · human participants 0.02 · controlled comparison 0.04 · randomized assignment 0.02 · states quantitative result 0.98 · compares with prior results 0.04 · mentions code or data availability 0.02.

The abstract, sentence by sentence

arXiv listing abstract v2. Results and the main claim are underlined; .

We find that a column of glass beads exhibits a well-defined transition between two phases that differ in their resistance to shear. Pulses of fluidization are used to prepare static states with well-defined particle volume fractions $\phi$ in the range 0.57-0.63. The resistance to shear is determined by slowly inserting a rod into the column of beads. The transition occurs at $\phi=0.60$ for a range of speeds of the rod.

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 find that a column of glass beads exhibits a well-defined transition between two phases that differ in their resistance to shear. result 1.00 0.96 0.91 asserted 1.00
s1 Pulses of fluidization are used to prepare static states with well-defined particle volume fractions $\phi$ in the range 0.57-0.63. method 1.00 0.90 0.03 asserted 1.00
s2 The resistance to shear is determined by slowly inserting a rod into the column of beads. method 1.00 0.91 0.03 asserted 1.00
s3 The transition occurs at $\phi=0.60$ for a range of speeds of the rod. result 1.00 0.91 0.30 asserted 1.00

What kind of paper the classifier reports this is: empirical study 1.00 · evidence from observation or experiment 1.00.

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

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 find that a column of glass beads exhibits a well-defined transition between two phases that differ in their resistance to shear. Pulses of fluidization are used to prepare static states with well-defined particle volume fractions $\phi$ in the range 0.57-0.63. The resistance to shear is determined by slowly inserting a rod into the column of beads. The transition occurs at $\phi=0.60$ for a range of speeds of the rod.

Human review
How the literature uses it

1 arXiv paper cite this in 3 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

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