Pith. Sign in

RECORD

Escape and propagation of UHECR protons and neutrons from GRBs, and the cosmic ray-neutrino connection

High Energy Astrophysical Phenomena · Submitted 12 Jun 2013

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

The authors' main claim In addition, the extra direct escape component enhances the high-energy part of the UHECR flux, thus improving the agreement between the predictions and the observed flux.

how it is stated · asserted 0.95 read the record →

Comment (0) Read on arXiv ↗
Cite ▾
arXiv ID1306.2755 (version 2)
Pith IDJKCUP7OJ, Pith's permanent record of this paper and its review
CitationMauricio Bustamante, Philipp Baerwald, Walter Winter (Wurzburg U.). "Escape and propagation of UHECR protons and neutrons from GRBs, and the cosmic ray-neutrino connection." arXiv:1306.2755 (2013). https://pith.science/paper/JKCUP7OJ
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.

Open the compiled record

Compiled by classifier-1.13-20260917 via OpenRouter, question bank abstract-p1-20260923, 2026-09-23: 1 request, 4,518 input tokens, $0.0002 reported.

What the abstract itself states, as probabilities: claims first 0.04 · states limitation 0.28 · human participants 0.01 · controlled comparison 0.15 · randomized assignment 0.01 · states quantitative result 0.43 · compares with prior results 0.75 · mentions code or data availability 0.02.

The abstract, sentence by sentence

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

We present a model of ultra-high-energy cosmic ray (UHECR) production in the shock-accelerated fireball of a gamma-ray burst. In addition to the standard UHECR origin from neutron escape and decay into protons, our model considers direct proton emission through leakage from the edges of the accelerated baryon-loaded shells that make up the fireball. Depending on the optical thickness of the shells to photohadronic interactions, the source falls in one of three scenarios: the usual, optically thin source dominated by neutron escape, an optically thick source to neutron escape, or a "direct escape" scenario, where the main contribution to UHECRs comes from the leaked protons. The associated neutrino production will be different for each scenario, and we see that the standard "one neutrino per cosmic ray" assumption is valid only in the optically thin case, while more than one neutrino per cosmic ray is expected in the optically thick scenario. In addition, the extra direct escape component enhances the high-energy part of the UHECR flux, thus improving the agreement between the predictions and the observed flux.

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 present a model of ultra-high-energy cosmic ray (UHECR) production in the shock-accelerated fireball of a gamma-ray burst. contribution 0.96 0.88 0.06 asserted 0.98
s1 In addition to the standard UHECR origin from neutron escape and decay into protons, our model considers direct proton emission through leakage from the edges of the accelerated baryon-loaded shells that make up the fireball. contribution 0.89 0.74 0.08 asserted 1.00
s2 Depending on the optical thickness of the shells to photohadronic interactions, the source falls in one of three scenarios: the usual, optically thin source dominated by neutron escape, an optically thick source to neutron escape, or a "direct escape" scenario, where the main contribution to UHECRs comes from the leaked protons. method 0.52 0.42 0.17 asserted 0.79
s3 The associated neutrino production will be different for each scenario, and we see that the standard "one neutrino per cosmic ray" assumption is valid only in the optically thin case, while more than one neutrino per cosmic ray is expected in the optically thick scenario. result 0.95 0.88 0.29 asserted 0.97
s4 In addition, the extra direct escape component enhances the high-energy part of the UHECR flux, thus improving the agreement between the predictions and the observed flux. result 0.71 0.83 0.22 asserted 0.95

What kind of paper the classifier reports this is: theoretical result 1.00 · evidence from argument 0.62.

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 present a model of ultra-high-energy cosmic ray (UHECR) production in the shock-accelerated fireball of a gamma-ray burst. In addition to the standard UHECR origin from neutron escape and decay into protons, our model considers direct proton emission through leakage from the edges of the accelerated baryon-loaded shells that make up the fireball. Depending on the optical thickness of the shells to photohadronic interactions, the source falls in one of three scenarios: the usual, optically thin source dominated by neutron escape, an optically thick source to neutron escape, or a "direct escape" scenario, where the main contribution to UHECRs comes from the leaked protons. The associated neutrino production will be different for each scenario, and we see that the standard "one neutrino per cosmic ray" assumption is valid only in the optically thin case, while more than one neutrino per cosmic ray is expected in the optically thick scenario. In addition, the extra direct escape component enhances the high-energy part of the UHECR flux, thus improving the agreement between the predictions and the observed flux.

Human review
How the literature uses it

What this paper does with the arXiv papers it cites

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 · 6 sentences without a confident label

Uses the method or tool of 5 papers
  • The transport of protons from the sources to Earth is performed by numerically solving a kinetic equation for the comoving proton density $Y$ (in units of GeV$^-1$ cm$^-3$) [ref] : [equation] The first term on the rhs takes care of the energy dilution due to the adiabatic cosmological expansion, with $H(z)$ the Hubble parameter.

    Neutrino diagnostics of ultra-high energy cosmic ray protons · UHECR observations · 1.00

  • The transport of protons from the sources to Earth is performed by numerically solving a kinetic equation for the comoving proton density $Y$ (in units of GeV$^-1$ cm$^-3$) [ref] : [equation] The first term on the rhs takes care of the energy dilution due to the adiabatic cosmological expansion, with $H(z)$ the Hubble parameter.

    GZK Neutrinos after the Fermi-LAT Diffuse Photon Flux Measurement · UHECR observations · 1.00

  • Particles from within a shell of thickness $λ_mfp^'$ are able to escape without interacting (“mfp” refers to the mean free path of particles), so that the fraction of escaping particles [ref] is $f_esc ≡V_direct^'/ V_iso^'≃λ_mfp^'/ Δr^'$.

    UHECR escape mechanisms for protons and neutrons from GRBs, and the cosmic ray-neutrino connection · Optically thin and thick sources, and direct proton escape · 0.84

Uses data or values from 3 papers

Discussion

Know something about this paper? Leave a comment, or highlight any passage above to comment on it.