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Revisiting the Parameter Space of Binary Neutron Star Merger Event GW170817

High Energy Astrophysical Phenomena · Submitted 22 Feb 2023

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

The authors' main claim We find that our model prefers a gamma-ray burst with jet energy $E_j\sim10^{50}$ ergs and with an observer angle of $\theta_{obs}=0.65^{+0.13}_{-0.14}$ radians and ratio to jet opening angle of ($\theta_{obs}/\theta_j$) = 5.4$^{+0.53}_{-0.38}$.

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arXiv ID2302.11394 (version 1)
Pith IDR4L2RJS2, Pith's permanent record of this paper and its review
CitationAndrew MacFadyen, Austin McDowell. "Revisiting the Parameter Space of Binary Neutron Star Merger Event GW170817." arXiv:2302.11394 (2023). https://pith.science/paper/R4L2RJS2
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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, 7,375 input tokens.

What the abstract itself states, as probabilities: claims first 0.03 · states limitation 0.08 · human participants 0.01 · controlled comparison 0.03 · randomized assignment 0.01 · states quantitative result 0.99 · compares with prior results 0.58 · mentions code or data availability 0.06.

The abstract, sentence by sentence

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

Since the gravitational wave event GW170817 and gamma-ray burst GW170817A there have been numerous studies constraining the burst properties through analysis of the afterglow light curves. Most agree that the burst was viewed off-axis with a ratio of the observer angle to the jet angle ($\theta_{obs}/\theta_j$) between 4 - 6. We use a parameterized model and broadband synchrotron data up to $\sim 800$ days post-merger to constrain parameters of the burst. To reproduce the hydrodynamics of a gamma-ray burst outflow we use a two-parameter "boosted fireball" model. The structure of a boosted fireball is determined by the specific internal energy, $\eta_0$, and the bulk Lorentz factor, $\gamma_B(\sim 1/\theta_j)$ with shapes varying smoothly from a quasi-spherical outflow for low values of $\gamma_B$ to a highly collimated jet for high values. We run simulations with $\gamma_B$ in the range $1-20$ and $\eta_0$ in the range $2-15$. To calculate light curves we use a synchrotron radiation model characterized by $F_{peak}$, $\nu_m$, and $\nu_c$ and calculate millions of spectra at different times and $\theta_{obs}$ values using the \texttt{boxfit} radiation code. We can tabulate the spectral parameter values from our spectra and rapidly generate arbitrary light curves for comparison to data in MCMC analysis. We find that our model prefers a gamma-ray burst with jet energy $E_j\sim10^{50}$ ergs and with an observer angle of $\theta_{obs}=0.65^{+0.13}_{-0.14}$ radians and ratio to jet opening angle of ($\theta_{obs}/\theta_j$) = 5.4$^{+0.53}_{-0.38}$.

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 Since the gravitational wave event GW170817 and gamma-ray burst GW170817A there have been numerous studies constraining the burst properties through analysis of the afterglow light curves. background 1.00 0.04 0.01 asserted 1.00
s1 Most agree that the burst was viewed off-axis with a ratio of the observer angle to the jet angle ($\theta_{obs}/\theta_j$) between 4 - 6. background 1.00 0.04 0.05 asserted 0.89
s2 We use a parameterized model and broadband synchrotron data up to $\sim 800$ days post-merger to constrain parameters of the burst. method 0.68 0.95 0.03 asserted 0.98
s3 To reproduce the hydrodynamics of a gamma-ray burst outflow we use a two-parameter "boosted fireball" model. method 0.99 0.79 0.02 asserted 0.99
s4 The structure of a boosted fireball is determined by the specific internal energy, $\eta_0$, and the bulk Lorentz factor, $\gamma_B(\sim 1/\theta_j)$ with shapes varying smoothly from a quasi-spherical outflow for low values of $\gamma_B$ to a highly collimated jet for high values. method 0.93 0.12 0.03 asserted 1.00
s5 We run simulations with $\gamma_B$ in the range $1-20$ and $\eta_0$ in the range $2-15$. method 0.99 0.95 0.02 asserted 0.97
s6 To calculate light curves we use a synchrotron radiation model characterized by $F_{peak}$, $\nu_m$, and $\nu_c$ and calculate millions of spectra at different times and $\theta_{obs}$ values using the \texttt{boxfit} radiation code. method 1.00 0.94 0.02 asserted 0.99
s7 We can tabulate the spectral parameter values from our spectra and rapidly generate arbitrary light curves for comparison to data in MCMC analysis. method 0.98 0.93 0.03 asserted 0.77
s8 We find that our model prefers a gamma-ray burst with jet energy $E_j\sim10^{50}$ ergs and with an observer angle of $\theta_{obs}=0.65^{+0.13}_{-0.14}$ radians and ratio to jet opening angle of ($\theta_{obs}/\theta_j$) = 5.4$^{+0.53}_{-0.38}$. result 1.00 0.97 0.93 asserted 1.00

What kind of paper the classifier reports this is: simulation study 0.95 · evidence from analysis of existing data 0.68.

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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

Since the gravitational wave event GW170817 and gamma-ray burst GW170817A there have been numerous studies constraining the burst properties through analysis of the afterglow light curves. Most agree that the burst was viewed off-axis with a ratio of the observer angle to the jet angle ($\theta_{obs}/\theta_j$) between 4 - 6. We use a parameterized model and broadband synchrotron data up to $\sim 800$ days post-merger to constrain parameters of the burst. To reproduce the hydrodynamics of a gamma-ray burst outflow we use a two-parameter "boosted fireball" model. The structure of a boosted fireball is determined by the specific internal energy, $\eta_0$, and the bulk Lorentz factor, $\gamma_B(\sim 1/\theta_j)$ with shapes varying smoothly from a quasi-spherical outflow for low values of $\gamma_B$ to a highly collimated jet for high values. We run simulations with $\gamma_B$ in the range $1-20$ and $\eta_0$ in the range $2-15$. To calculate light curves we use a synchrotron radiation model characterized by $F_{peak}$, $\nu_m$, and $\nu_c$ and calculate millions of spectra at different times and $\theta_{obs}$ values using the \texttt{boxfit} radiation code. We can tabulate the spectral parameter values from our spectra and rapidly generate arbitrary light curves for comparison to data in MCMC analysis. We find that our model prefers a gamma-ray burst with jet energy $E_j\sim10^{50}$ ergs and with an observer angle of $\theta_{obs}=0.65^{+0.13}_{-0.14}$ radians and ratio to jet opening angle of ($\theta_{obs}/\theta_j$) = 5.4$^{+0.53}_{-0.38}$.

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How the literature uses it

2 arXiv papers cite this in 5 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 · 4 sentences without a confident label

Uses its method or tool 1 paper

What it cites

Cites as background 1 paper
  • Semi-analytic models for the deceleration and spreading of the jetted outflow have been presented which attempt to explain the evolution of the jet in both 1D and 2D and compute afterglow radiation estimates from the hydrodynamics ( [ref] , [ref] ).

    Deceleration of relativistic jets with lateral expansion · Boosted Fireball · 0.89

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