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A Binary Lensing Event Toward the LMC: Observations and Dark Matter Implications

Astrophysics · Submitted 4 Jun 1996

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

The authors' main claim Thus, while the binary lens may indeed reside in the LMC, there is no indication that most of the lenses reside in the LMC.

how it is stated · hedged possibility 0.64 read the record →

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arXiv IDastro-ph/9606012 (version 1)
Pith IDQ7YPRBFG, Pith's permanent record of this paper and its review
CitationA.Becker, A.W.Rodgers, B.A.Peterson, C.Alcock, C.W.Stubbs, D.Alves, D.Minniti, D.P.Bennett, D.Welch (The MACHO Collaboration), J.Guern, K.C.Freeman, K.Griest, K.H.Cook, M.J.Lehner, M.R.Pratt, P.J.Quinn, R.A.Allsman, S.H.Rhie, S.L.Marshall, T.S.Axelrod, W.Sutherland. "A Binary Lensing Event Toward the LMC: Observations and Dark Matter Implications." arXiv:astro-ph/9606012 (1996). https://pith.science/paper/Q7YPRBFG
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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, 5,900 input tokens, $0.0002 reported.

What the abstract itself states, as probabilities: claims first 0.03 · states limitation 0.91 · human participants 0.02 · controlled comparison 0.46 · randomized assignment 0.01 · states quantitative result 0.98 · compares with prior results 0.93 · mentions code or data availability 0.02.

The abstract, sentence by sentence

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

The MACHO collaboration has recently analyzed 2.1 years of photometric data for about 8.5 million stars in the Large Magellanic Cloud (LMC). This analysis has revealed 8 candidate microlensing events and a total microlensing optical depth of $\tau_{meas} = 2.9 +1.4/-0.9 \times 10^{-7}$. This significantly exceeds the number of events (1.1) and the microlensing optical depth predicted from known stellar populations: $\tau_{back} = 5.4\times 10^{-8}$, but it is consistent with models in which about half of the standard dark halo mass is composed of Machos of mass $\sim 0.5 \msun$. One of these 8 events appears to be a binary lensing event with a caustic crossing that is partially resolved which allows us to estimate the distance to the lenses. If the source star is not a short period binary star, then we show that the lens system is very likely to reside in the LMC. However, if we assume that the optical depth for LMC-LMC lensing is large enough to account for our entire lensing signal, then the binary event does not appear to be consistent with lensing of a single LMC source star by a binary residing in the LMC. Thus, while the binary lens may indeed reside in the LMC, there is no indication that most of the lenses reside in the LMC.

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 MACHO collaboration has recently analyzed 2.1 years of photometric data for about 8.5 million stars in the Large Magellanic Cloud (LMC). method 0.72 0.34 0.02 asserted 1.00
s1 This analysis has revealed 8 candidate microlensing events and a total microlensing optical depth of $\tau_{meas} = 2.9 +1.4/-0.9 \times 10^{-7}$. result 1.00 0.72 0.06 asserted 1.00
s2 This significantly exceeds the number of events (1.1) and the microlensing optical depth predicted from known stellar populations: $\tau_{back} = 5.4\times 10^{-8}$, but it is consistent with models in which about half of the standard dark halo mass is composed of Machos of mass $\sim 0.5 \msun$. interpretation 0.73 0.66 0.49 asserted 0.54
s3 One of these 8 events appears to be a binary lensing event with a caustic crossing that is partially resolved which allows us to estimate the distance to the lenses. result 0.90 0.92 0.06 asserted 0.93
s4 If the source star is not a short period binary star, then we show that the lens system is very likely to reside in the LMC. result 0.50 0.83 0.08 hedged possibility 0.80
s5 However, if we assume that the optical depth for LMC-LMC lensing is large enough to account for our entire lensing signal, then the binary event does not appear to be consistent with lensing of a single LMC source star by a binary residing in the LMC. interpretation 0.79 0.78 0.10 hedged possibility 0.51
s6 Thus, while the binary lens may indeed reside in the LMC, there is no indication that most of the lenses reside in the LMC. interpretation 0.97 0.81 0.51 hedged possibility 0.64

What kind of paper the classifier reports this is: empirical study 1.00 · evidence from analysis of existing data 0.80.

What was examined, and what was not

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  • figures and tables
  • references and citing sentences
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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

The MACHO collaboration has recently analyzed 2.1 years of photometric data for about 8.5 million stars in the Large Magellanic Cloud (LMC). This analysis has revealed 8 candidate microlensing events and a total microlensing optical depth of $\tau_{meas} = 2.9 +1.4/-0.9 \times 10^{-7}$. This significantly exceeds the number of events (1.1) and the microlensing optical depth predicted from known stellar populations: $\tau_{back} = 5.4\times 10^{-8}$, but it is consistent with models in which about half of the standard dark halo mass is composed of Machos of mass $\sim 0.5 \msun$. One of these 8 events appears to be a binary lensing event with a caustic crossing that is partially resolved which allows us to estimate the distance to the lenses. If the source star is not a short period binary star, then we show that the lens system is very likely to reside in the LMC. However, if we assume that the optical depth for LMC-LMC lensing is large enough to account for our entire lensing signal, then the binary event does not appear to be consistent with lensing of a single LMC source star by a binary residing in the LMC. Thus, while the binary lens may indeed reside in the LMC, there is no indication that most of the lenses reside in the LMC.

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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

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