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Constraining the Galactic millisecond pulsar population using Fermi Large Area Telescope

Astrophysics of Galaxies · Submitted 7 May 2013

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

The authors' main claim Our analysis suggests that MSPs do not provide any significant contribution to the isotropic diffuse gamma-ray background emission.

how it is stated · hedged possibility 1.00 read the record →

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arXiv ID1305.1584 (version 1)
Pith IDA27CMY5P, Pith's permanent record of this paper and its review
CitationJ\"urgen Kn\"odlseder (1) ((1) Institut de Recherche en Astrophysique et Plan\'etologie), Tristan Gr\'egoire (1). "Constraining the Galactic millisecond pulsar population using Fermi Large Area Telescope." arXiv:1305.1584 (2013). https://pith.science/paper/A27CMY5P
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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, 7,542 input tokens, $0.0003 reported.

What the abstract itself states, as probabilities: claims first 0.91 · states limitation 0.25 · human participants 0.01 · controlled comparison 0.13 · randomized assignment 0.02 · states quantitative result 0.80 · compares with prior results 0.83 · mentions code or data availability 0.03.

The abstract, sentence by sentence

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

The Fermi Large Area Telescope (Fermi-LAT) has recently revealed a large population of gamma-ray emitting millisecond pulsars (MSPs) in our Galaxy. We aim to infer the properties of the Galactic population of gamma-ray emitting MSPs from the samples detected by the Fermi-LAT. We developed a Monte Carlo model to predict the spatial and gamma-ray luminosity distribution of the Galactic MSP population. Based on the estimated detection sensitivity of Fermi-LAT, we split the model population into detectable and undetectable samples of MSPs. Using a maximum likelihood method, we compared the detectable sample to a set of 36 MSPs detected by Fermi-LAT, and we derived the parameters of the spatial distribution and the total number of gamma-ray emitting MSPs in the Galaxy. The corresponding undetectable sample provided us with an estimate for the expected diffuse emission from unresolved MSPs in the Milky Way. We also applied our method to an extended sample of 66 MSPs that combines firmly detected MSPs and gamma-ray sources that show characteristics reminiscent of MSPs. For the first time our analysis provides gamma-ray based constraints on the Galactic population of MSPs. The radial scale length and vertical scale height of the population is consistent with estimates based on radio data. Our analysis suggests that MSPs do not provide any significant contribution to the isotropic diffuse gamma-ray background emission.

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 The Fermi Large Area Telescope (Fermi-LAT) has recently revealed a large population of gamma-ray emitting millisecond pulsars (MSPs) in our Galaxy. background 1.00 0.10 0.03 asserted 1.00
s1 We aim to infer the properties of the Galactic population of gamma-ray emitting MSPs from the samples detected by the Fermi-LAT. contribution 0.79 0.40 0.03 asserted 0.63
s2 We developed a Monte Carlo model to predict the spatial and gamma-ray luminosity distribution of the Galactic MSP population. method 0.97 0.96 0.03 asserted 1.00
s3 Based on the estimated detection sensitivity of Fermi-LAT, we split the model population into detectable and undetectable samples of MSPs. method 1.00 0.93 0.02 asserted 0.99
s4 Using a maximum likelihood method, we compared the detectable sample to a set of 36 MSPs detected by Fermi-LAT, and we derived the parameters of the spatial distribution and the total number of gamma-ray emitting MSPs in the Galaxy. method 0.78 0.97 0.24 asserted 1.00
s5 The corresponding undetectable sample provided us with an estimate for the expected diffuse emission from unresolved MSPs in the Milky Way. result 0.68 0.93 0.07 asserted 0.94
s6 We also applied our method to an extended sample of 66 MSPs that combines firmly detected MSPs and gamma-ray sources that show characteristics reminiscent of MSPs. method 0.77 0.96 0.04 asserted 0.99
s7 For the first time our analysis provides gamma-ray based constraints on the Galactic population of MSPs. contribution 0.87 0.95 0.21 asserted 1.00
s8 The radial scale length and vertical scale height of the population is consistent with estimates based on radio data. result 0.86 0.83 0.10 hedged possibility 0.94
s9 Our analysis suggests that MSPs do not provide any significant contribution to the isotropic diffuse gamma-ray background emission. result 0.82 0.93 0.39 hedged possibility 1.00

What kind of paper the classifier reports this is: simulation study 0.66 · evidence from analysis of existing data 0.94.

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

The Fermi Large Area Telescope (Fermi-LAT) has recently revealed a large population of gamma-ray emitting millisecond pulsars (MSPs) in our Galaxy. We aim to infer the properties of the Galactic population of gamma-ray emitting MSPs from the samples detected by the Fermi-LAT. We developed a Monte Carlo model to predict the spatial and gamma-ray luminosity distribution of the Galactic MSP population. Based on the estimated detection sensitivity of Fermi-LAT, we split the model population into detectable and undetectable samples of MSPs. Using a maximum likelihood method, we compared the detectable sample to a set of 36 MSPs detected by Fermi-LAT, and we derived the parameters of the spatial distribution and the total number of gamma-ray emitting MSPs in the Galaxy. The corresponding undetectable sample provided us with an estimate for the expected diffuse emission from unresolved MSPs in the Milky Way. We also applied our method to an extended sample of 66 MSPs that combines firmly detected MSPs and gamma-ray sources that show characteristics reminiscent of MSPs. For the first time our analysis provides gamma-ray based constraints on the Galactic population of MSPs. The radial scale length and vertical scale height of the population is consistent with estimates based on radio data. Our analysis suggests that MSPs do not provide any significant contribution to the isotropic diffuse gamma-ray background emission.

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References
How the literature uses it

9 arXiv papers cite this in 18 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 · 13 sentences without a confident label

Uses its method or tool 1 paper
Uses its data or values 1 paper
Compares with it 1 paper
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