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Testing the anisotropy in the angular distribution of $Fermi$/GBM gamma-ray bursts

High Energy Astrophysical Phenomena · Submitted 9 Dec 2015

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

The authors' main claim It is found that short GRBs are distributed anisotropically on the sky, and long ones have an isotropic distribution.

how it is stated · asserted 1.00 read the record →

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arXiv ID1512.02865 (version 3)
Pith IDVLBGK3MV, Pith's permanent record of this paper and its review
CitationMariusz Tarnopolski. "Testing the anisotropy in the angular distribution of $Fermi$/GBM gamma-ray bursts." arXiv:1512.02865 (2015). https://pith.science/paper/VLBGK3MV
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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-1.13.0 via TypeSafe API, question bank abstract-p1-20260923, 2026-09-23: 1 request, 7,039 input tokens.

What the abstract itself states, as probabilities: claims first 0.04 · states limitation 0.17 · human participants 0.02 · controlled comparison 0.21 · randomized assignment 0.01 · states quantitative result 0.99 · compares with prior results 0.90 · mentions code or data availability 0.02.

The abstract, sentence by sentence

arXiv listing abstract v3. Results and the main claim are underlined; .

Gamma-ray bursts (GRBs) were confirmed to be of extragalactic origin due to their isotropic angular distribution, combined with the fact that they exhibited an intensity distribution that deviated strongly from the $-3/2$ power law. This finding was later confirmed with the first redshift, equal to at least $z=0.835$, measured for GRB970508. Despite this result, the data from $CGRO$/BATSE and $Swift$/BAT indicate that long GRBs are indeed distributed isotropically, but the distribution of short GRBs is anisotropic. $Fermi$/GBM has detected 1669 GRBs up to date, and their sky distribution is examined in this paper. A number of statistical tests is applied: nearest neighbour analysis, fractal dimension, dipole and quadrupole moments of the distribution function decomposed into spherical harmonics, binomial test, and the two point angular correlation function. Monte Carlo benchmark testing of each test is performed in order to evaluate its reliability. It is found that short GRBs are distributed anisotropically on the sky, and long ones have an isotropic distribution. The probability that these results are not a chance occurence is equal to at least 99.98\% and 30.68\% for short and long GRBs, respectively. The cosmological context of this finding and its relation to large-scale structures is discussed.

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 Gamma-ray bursts (GRBs) were confirmed to be of extragalactic origin due to their isotropic angular distribution, combined with the fact that they exhibited an intensity distribution that deviated strongly from the $-3/2$ power law. background 1.00 0.06 0.03 asserted 1.00
s1 This finding was later confirmed with the first redshift, equal to at least $z=0.835$, measured for GRB970508. background 0.99 0.06 0.02 asserted 1.00
s2 Despite this result, the data from $CGRO$/BATSE and $Swift$/BAT indicate that long GRBs are indeed distributed isotropically, but the distribution of short GRBs is anisotropic. background 0.93 0.12 0.16 hedged possibility 0.75
s3 $Fermi$/GBM has detected 1669 GRBs up to date, and their sky distribution is examined in this paper. contribution 0.72 0.82 0.02 asserted 0.99
s4 A number of statistical tests is applied: nearest neighbour analysis, fractal dimension, dipole and quadrupole moments of the distribution function decomposed into spherical harmonics, binomial test, and the two point angular correlation function. method 0.99 0.90 0.02 asserted 0.99
s5 Monte Carlo benchmark testing of each test is performed in order to evaluate its reliability. method 0.99 0.93 0.02 asserted 0.96
s6 It is found that short GRBs are distributed anisotropically on the sky, and long ones have an isotropic distribution. result 1.00 0.95 0.91 asserted 1.00
s7 The probability that these results are not a chance occurence is equal to at least 99.98\% and 30.68\% for short and long GRBs, respectively. result 1.00 0.94 0.28 asserted 0.98
s8 The cosmological context of this finding and its relation to large-scale structures is discussed. interpretation 0.96 0.66 0.02 unclear 0.75

What kind of paper the classifier reports this is: empirical study 1.00 · evidence from analysis of existing data 0.98.

What was examined, and what was not

sources read
  • arXiv listing abstract v3
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

Gamma-ray bursts (GRBs) were confirmed to be of extragalactic origin due to their isotropic angular distribution, combined with the fact that they exhibited an intensity distribution that deviated strongly from the $-3/2$ power law. This finding was later confirmed with the first redshift, equal to at least $z=0.835$, measured for GRB970508. Despite this result, the data from $CGRO$/BATSE and $Swift$/BAT indicate that long GRBs are indeed distributed isotropically, but the distribution of short GRBs is anisotropic. $Fermi$/GBM has detected 1669 GRBs up to date, and their sky distribution is examined in this paper. A number of statistical tests is applied: nearest neighbour analysis, fractal dimension, dipole and quadrupole moments of the distribution function decomposed into spherical harmonics, binomial test, and the two point angular correlation function. Monte Carlo benchmark testing of each test is performed in order to evaluate its reliability. It is found that short GRBs are distributed anisotropically on the sky, and long ones have an isotropic distribution. The probability that these results are not a chance occurence is equal to at least 99.98\% and 30.68\% for short and long GRBs, respectively. The cosmological context of this finding and its relation to large-scale structures is discussed.

Human review
References
How the literature uses it

7 arXiv papers cite this in 7 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 whose main result relates to this one's

Found among the papers closest to this one by title and main claim. Pith's classifier compared each pair's main results and a second model family confirmed the relation; checked against two further families, shown conflicts agreed 118 times in 120 and shown same results 218 times in 239. The quoted sentence is the other paper's main claim.

States a conflicting result 2 papers

Papers citing it · 6 sentences without a confident label

Uses its method or tool 1 paper

What it cites

Cites as background 1 paper
  • Gamma-ray bursts (GRBs) are highly energetic events that often are brighter than all other $γ$-ray objects visible on the sky combined, with an emission peak in the 200–500 keV region [ref] .

    Gamma Ray Burst Prompt correlations · Introduction · 1.00

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