Pith. Sign in

RECORD

A Correlated Study of Optical and X-ray Afterglows of GRBs

High Energy Astrophysical Phenomena · Submitted 3 Mar 2015

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

The authors' main claim When more advanced modeling is invoked, up to 91\% of the bursts in our sample may be consistent with the external shock model.

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

Comment (0) Read on arXiv ↗
Cite ▾
arXiv ID1503.00976 (version 1)
Pith IDK44SOWOW, Pith's permanent record of this paper and its review
Citation11), 15), 2, 2), 3, 4), 6, 7), 9), Bin-Bin Zhang (13), Bing Zhang (11), En-Wei Liang (10), Felix Ryde (1, Jian-Yan Wei (16), Jin-Jun Geng (8, Liang Li (1, Qing-Wen Tang (8, Xiang-Gao Wang (10, Xue-Feng Wu (5, Yong-Feng Huang (8, Yun-Feng Liang (12), Yu Wang (14. "A Correlated Study of Optical and X-ray Afterglows of GRBs." arXiv:1503.00976 (2015). https://pith.science/paper/K44SOWOW
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, 7,772 input tokens, $0.0003 reported.

What the abstract itself states, as probabilities: claims first 0.03 · states limitation 0.75 · human participants 0.01 · controlled comparison 0.12 · randomized assignment 0.01 · states quantitative result 0.99 · compares with prior results 0.25 · mentions code or data availability 0.02.

The abstract, sentence by sentence

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

We study an extensive sample of 87 GRBs for which there are well sampled and simultaneous optical and X-ray light-curves. We extract the cleanest possible signal of the afterglow component, and compare the temporal behaviors of the X-ray light-curve, observed by Swift XRT, and optical data, observed by UVOT and ground-based telescopes for each individual burst. Overall we find 62\% GRBs that are consistent with the standard afterglow model. When more advanced modeling is invoked, up to 91\% of the bursts in our sample may be consistent with the external shock model. A large fraction of these bursts are consistent with occurring in a constant interstellar density medium (ISM) (61\%) while only 39\% of them occur in a wind-like medium. Only 9 cases have afterglow light-curves that exactly match the standard fireball model prediction, having a single power law decay in both energy bands which are observed during their entire duration. In particular, for the bursts with chromatic behavior additional model assumptions must be made over limited segments of the light-curves in order for these bursts to fully agree with the external shock model. Interestingly, for 54\% of the X-ray and 40\% of the optical band observations the end of the shallow decay ($t^{\sim-0.5}$) period coincides with the jet break ($t^{\sim-p}$) time, causing an abrupt change in decay slope. The fraction of the burst that consistent with the external shock model is independent of the observational epochs in the rest frame of GRBs. Moreover, no cases can be explained by the cooling frequency crossing the X-ray or optical band.

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 study an extensive sample of 87 GRBs for which there are well sampled and simultaneous optical and X-ray light-curves. contribution 0.68 0.90 0.02 asserted 0.99
s1 We extract the cleanest possible signal of the afterglow component, and compare the temporal behaviors of the X-ray light-curve, observed by Swift XRT, and optical data, observed by UVOT and ground-based telescopes for each individual burst. method 0.97 0.96 0.03 asserted 0.93
s2 Overall we find 62\% GRBs that are consistent with the standard afterglow model. result 1.00 0.97 0.38 asserted 0.99
s3 When more advanced modeling is invoked, up to 91\% of the bursts in our sample may be consistent with the external shock model. result 0.99 0.86 0.24 hedged possibility 1.00
s4 A large fraction of these bursts are consistent with occurring in a constant interstellar density medium (ISM) (61\%) while only 39\% of them occur in a wind-like medium. result 0.99 0.91 0.08 asserted 0.73
s5 Only 9 cases have afterglow light-curves that exactly match the standard fireball model prediction, having a single power law decay in both energy bands which are observed during their entire duration. result 1.00 0.91 0.06 asserted 1.00
s6 In particular, for the bursts with chromatic behavior additional model assumptions must be made over limited segments of the light-curves in order for these bursts to fully agree with the external shock model. interpretation 0.61 0.83 0.06 asserted 0.86
s7 Interestingly, for 54\% of the X-ray and 40\% of the optical band observations the end of the shallow decay ($t^{\sim-0.5}$) period coincides with the jet break ($t^{\sim-p}$) time, causing an abrupt change in decay slope. result 1.00 0.92 0.06 asserted 0.99
s8 The fraction of the burst that consistent with the external shock model is independent of the observational epochs in the rest frame of GRBs. result 0.99 0.90 0.09 asserted 1.00
s9 Moreover, no cases can be explained by the cooling frequency crossing the X-ray or optical band. result 0.99 0.87 0.05 asserted 1.00

What kind of paper the classifier reports this is: empirical study 1.00 · evidence from analysis of existing data 0.96.

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
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 study an extensive sample of 87 GRBs for which there are well sampled and simultaneous optical and X-ray light-curves. We extract the cleanest possible signal of the afterglow component, and compare the temporal behaviors of the X-ray light-curve, observed by Swift XRT, and optical data, observed by UVOT and ground-based telescopes for each individual burst. Overall we find 62\% GRBs that are consistent with the standard afterglow model. When more advanced modeling is invoked, up to 91\% of the bursts in our sample may be consistent with the external shock model. A large fraction of these bursts are consistent with occurring in a constant interstellar density medium (ISM) (61\%) while only 39\% of them occur in a wind-like medium. Only 9 cases have afterglow light-curves that exactly match the standard fireball model prediction, having a single power law decay in both energy bands which are observed during their entire duration. In particular, for the bursts with chromatic behavior additional model assumptions must be made over limited segments of the light-curves in order for these bursts to fully agree with the external shock model. Interestingly, for 54\% of the X-ray and 40\% of the optical band observations the end of the shallow decay ($t^{\sim-0.5}$) period coincides with the jet break ($t^{\sim-p}$) time, causing an abrupt change in decay slope. The fraction of the burst that consistent with the external shock model is independent of the observational epochs in the rest frame of GRBs. Moreover, no cases can be explained by the cooling frequency crossing the X-ray or optical band.

Human review
References
How the literature uses it

1 arXiv paper cite this in 2 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 · 1 sentence without a confident label

Uses its data or values 1 paper

Discussion

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