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The MACHO Project: Microlensing Results from 5.7 Years of LMC Observations

Astrophysics · Submitted 15 Jan 2000 · 55 references

Pith's verdict: The paper that killed the all-MACHO halo; the core arithmetic holds, and the main things to watch are presentational — statistical-only error bars sitting next to a 20–30% systematic, and a supernova rejection made without spectra.

T0 · AI review

How this review was made: An AI referee (selfhosted/deepseek-v4.1-flash) read the paper on October 29, 2026 and answered a fixed list of questions about it. T0 is the starting level every paper gets. The levels describe how deeply Pith has checked the paper, never the authors.

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  5. T4 Proof Those claims proved, and the proof checked by computer.

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arXiv IDastro-ph/0001272 (version 1)
Pith IDVPNWR2VC, Pith's permanent record of this paper and its review
CitationA.B. Tomaney, A.C. Becker, A.J. Drake, B.A. Peterson, C.A. Nelson, C.W. Stubbs, D. Minniti, D.P. Bennett, D.R. Alves, D. Welch, K.C. Freeman, K. Griest, K.H. Cook, M. Geha, M.J. Lehner, M.R. Pratt, N. Dalal, P.J. Quinn, P. Popowski, R.A. Allsman, S.L. Marshall, The MACHO Collaboration: C. Alcock, T.S. Axelrod, T. Vandehei, W. Sutherland. "The MACHO Project: Microlensing Results from 5.7 Years of LMC Observations." arXiv:astro-ph/0001272 (2000). https://pith.science/paper/VPNWR2VC
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Why Pith says this

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Referee report
The paper

The paper claims

Five and a half years of watching 11.9 million Large Magellanic Cloud stars turned up 13 to 17 microlensing events, three to five times more than known stars can explain, and the authors read the excess as a Milky Way dark halo that is only

The reading

The MACHO collaboration monitored 11.9 million stars in the Large Magellanic Cloud for 5.7 years, hunting for the brief, symmetric brightening a compact object produces when it drifts across a star's line of sight. They found 13 to 17 such events, where the known stars along the sightline should produce only 2 to 4. If that excess is real, something dark and compact is lensing LMC stars, and the size of the excess measures how much of the Milky Way's dark halo can be made of such objects. The paper argues for roughly 20 percent, with a 95 percent confidence range of 8 to 50 percent, and reports that a halo made entirely of compact objects is excluded for every model they consider except the most extreme. That turns a yes-or-no question about dark matter being compact into a quantitative budget, and leaves most of the dark matter as something else.

What carries the argument

The argument rests on a single estimator: $

Extended reading notes

Core claim

The measured microlensing optical depth toward the LMC, for events with $2 < t < 400$ days, is $1.$2^{{+0.4}}$_{-0.3}

Load-bearing premise

Every quoted optical depth, halo fraction, and lens mass scales inversely with one measured number: the ratio of true LMC stars to detected objects, taken as $10.84

Editorial extensions

If this is right

  • A dark halo made entirely of compact objects is excluded at 95 percent confidence for standard halo models, so the bulk of the Galaxy's dark matter must be non-compact.
  • The most likely lens mass, 0.15 to 0.9 solar masses depending on the halo model, sits above the brown dwarf limit and points toward white dwarfs or low-mass stars rather than very light objects.
  • The total mass in compact lenses within 50 kpc, about $9 \times 10^{10}$ solar masses, is several times the mass of all known stellar components of the Galaxy.
  • The events are spread across the fields rather than concentrated on the LMC bar, which disfavors LMC disk self-lensing and favors an extended Milky Way or LMC halo lens population.
  • Supernovae in galaxies behind the LMC are a real contaminant of microlensing samples, and eight candidate events are removed on that basis, so any future dark-matter claim from this technique has to model that background.

Reading between the lines

Editorial extensions of the paper, not claims the author makes directly.

  • If the lenses sit in an undiscovered stellar halo around the LMC rather than in the Milky Way halo, that population should eventually appear as a kinematically distinct, metal-poor set of stars; the paper notes that no such population has been convincingly observed, which makes this the cheapest way to break the degeneracy.
  • A halo fraction near 20 percent in white dwarfs would predict a faint cooling sequence and a chemical-enrichment history that deep proper-motion and abundance surveys could check independently of microlensing.
  • Because the optical depth fell by a factor of two when the exposure grew by 3.4, the field is still limited by how many events happen to fall in the window; a longer baseline will shift the bottleneck from Poisson counting to the star-to-object normalization and the halo model.
  • The same estimator applied to the Small Magellanic Cloud, where LMC self-lensing is absent, would separate a Milky Way halo contribution from any LMC-bound lens population.
Original abstract

We report on our search for microlensing towards the Large Magellanic Cloud (LMC). Analysis of 5.7 years of photometry on 11.9 million stars in the LMC reveals 13 - 17 microlensing events. This is significantly more than the $\sim$ 2 to 4 events expected from lensing by known stellar populations. The timescales ($\that$) of the events range from 34 to 230 days. We estimate the microlensing optical depth towards the LMC from events with $2 < \that < 400$ days to be 1.2 ^{+0.4}_ {-0.3} \ten{-7}$, with an additional 20% to 30% of systematic error. The spatial distribution of events is mildly inconsistent with LMC/LMC disk self-lensing, but is consistent with an extended lens distribution such as a Milky Way or LMC halo. Interpreted in the context of a Galactic dark matter halo, consisting partially of compact objects, a maximum likelihood analysis gives a MACHO halo fraction of 20% for a typical halo model with a 95% confidence interval of 8% to 50%. A 100% MACHO halo is ruled out at the 95% C.L. for all except our most extreme halo model. Interpreted as a Galactic halo population, the most likely MACHO mass is between $ 0.15 \msun$ and $ 0.9 \msun$, depending on the halo model, and the total mass in MACHOs out to 50 kpc is found to be 9+4-3 10^{10} msun, independent of the halo model. These results are marginally consistent with our previous results, but are lower by about a factor of two. Besides a larger data set, this work also includes an improved efficiency determination, improved likelihood analysis, and more thorough testing of systematic errors, especially with respect to the treatment of potential backgrounds to microlensing, such as supernovae in galaxies behind the LMC. [Abridged]

The compiled record

The paper's own sentences, arranged, kept beside the review and separate from it. 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.

Compiled by classifier-1.13.0 via TypeSafe API, question bank abstract-p1-20260923, 2026-09-23: 1 request, 8,649 input tokens.

What the abstract itself states, as probabilities: claims first 0.03 · states limitation 0.91 · human participants 0.01 · controlled comparison 0.35 · randomized assignment 0.01 · states quantitative result 0.99 · compares with prior results 0.98 · mentions code or data availability 0.02.

The abstract, sentence by sentence

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

We report on our search for microlensing towards the Large Magellanic Cloud (LMC). Analysis of 5.7 years of photometry on 11.9 million stars in the LMC reveals 13 - 17 microlensing events. This is significantly more than the $\sim$ 2 to 4 events expected from lensing by known stellar populations. The timescales ($\that$) of the events range from 34 to 230 days. We estimate the microlensing optical depth towards the LMC from events with $2 < \that < 400$ days to be 1.2 ^{+0.4}_ {-0.3} \ten{-7}$, with an additional 20% to 30% of systematic error. The spatial distribution of events is mildly inconsistent with LMC/LMC disk self-lensing, but is consistent with an extended lens distribution such as a Milky Way or LMC halo. Interpreted in the context of a Galactic dark matter halo, consisting partially of compact objects, a maximum likelihood analysis gives a MACHO halo fraction of 20% for a typical halo model with a 95% confidence interval of 8% to 50%. A 100% MACHO halo is ruled out at the 95% C.L. for all except our most extreme halo model. Interpreted as a Galactic halo population, the most likely MACHO mass is between $ 0.15 \msun$ and $ 0.9 \msun$, depending on the halo model, and the total mass in MACHOs out to 50 kpc is found to be 9+4-3 10^{10} msun, independent of the halo model. These results are marginally consistent with our previous results, but are lower by about a factor of two. Besides a larger data set, this work also includes an improved efficiency determination, improved likelihood analysis, and more thorough testing of systematic errors, especially with respect to the treatment of potential backgrounds to microlensing, such as supernovae in galaxies behind the LMC. [Abridged]

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 report on our search for microlensing towards the Large Magellanic Cloud (LMC). contribution 0.99 0.94 0.02 asserted 0.69
s1 Analysis of 5.7 years of photometry on 11.9 million stars in the LMC reveals 13 - 17 microlensing events. result 0.97 0.97 0.14 asserted 1.00
s2 This is significantly more than the $\sim$ 2 to 4 events expected from lensing by known stellar populations. result 0.84 0.66 0.15 asserted 1.00
s3 The timescales ($\that$) of the events range from 34 to 230 days. result 1.00 0.92 0.02 asserted 1.00
s4 We estimate the microlensing optical depth towards the LMC from events with $2 < \that < 400$ days to be 1.2 ^{+0.4}_ {-0.3} \ten{-7}$, with an additional 20% to 30% of systematic error. result 1.00 0.97 0.10 asserted 0.99
s5 The spatial distribution of events is mildly inconsistent with LMC/LMC disk self-lensing, but is consistent with an extended lens distribution such as a Milky Way or LMC halo. result 0.56 0.93 0.07 hedged possibility 0.79
s6 Interpreted in the context of a Galactic dark matter halo, consisting partially of compact objects, a maximum likelihood analysis gives a MACHO halo fraction of 20% for a typical halo model with a 95% confidence interval of 8% to 50%. interpretation 0.73 0.95 0.64 asserted 0.77
s7 A 100% MACHO halo is ruled out at the 95% C.L. for all except our most extreme halo model. result 0.82 0.93 0.14 asserted 1.00
s8 Interpreted as a Galactic halo population, the most likely MACHO mass is between $ 0.15 \msun$ and $ 0.9 \msun$, depending on the halo model, and the total mass in MACHOs out to 50 kpc is found to be 9+4-3 10^{10} msun, independent of the halo model. result 0.52 0.97 0.22 asserted 0.88
s9 These results are marginally consistent with our previous results, but are lower by about a factor of two. result 0.62 0.68 0.06 hedged possibility 0.87
s10 Besides a larger data set, this work also includes an improved efficiency determination, improved likelihood analysis, and more thorough testing of systematic errors, especially with respect to the treatment of potential backgrounds to microlensing, such as supernovae in galaxies behind the LMC. [Abridged] contribution 0.58 0.93 0.03 asserted 0.99

What kind of paper the classifier reports this is: empirical study 1.00 · evidence from observation or experiment 0.71.

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

Figures
Figure 1. — An R-band image of the LMC, 8.2 degrees on a side (G. Bothun, private communication), showing the locations of the 30 MACHO fields used here. Also shown are the locations of the 17 microlensing candidates discussed in the text
Figure 2. — Illustration of the cuts used to select microlensing candidate
Figure 3. — Illustration of the cuts used to select microlensing candidate
Figure 4. — The lightcurves for the 29 candidates (25 stars) in
Figure 5. — Microlensing detection efficiency (normal
Figure 6. — The upper (lower) panel shows the cumula
Figure 7. — Candidate microlensing events. The open circles indicate the p
Figure 8. — The upper (lower) panel shows the cumula
Figure 10. — Measured microlensing optical depth is
Figure 11. — Measured microlensing optical depth is
Figure 12. — Likelihood contours for MACHO mass m and halo fraction f for Model S which has a typical size halo. See A96 for details of the model. The plus sign shows the maximum likelihood estimate and the contours enclose regions of 68%, 90%, 95%, and 99% probability. The panels are labeled according to which set of selection criteria (A or B) is used, and whether or not an LMC halo with MACHO fraction f is included. 51
Figure 13. — Likelihood contours for MACHO mass m and halo fraction f for Model B which has a very large dark halo. See A96 for details of the model. The plus sign shows the maximum likelihood estimate and the contours enclose regions of 68%, 90%, 95%, and 99% probability. The panels are labeled according to which set of selection criteria (A or B) is used, and whether or not an LMC halo with MACHO fraction f is included

Showing 12 of the paper's 13 figures. See all figures in the PDF ↗ Figures reproduced from arXiv:astro-ph/0001272 by the authors.

References
How later papers used it

161 later papers cite it

Evidence: substantial. 156 of the citing papers share no author with it, and 24 of those carry a confident label from Pith's citation classifier.

Pith read 22 of the 228 citing sentences, choosing only those whose citation markers point at this paper alone, and wrote the paraphrases from them. The summary, the counts, the evidence level, the links and the quotes come from code; the summary counts the papers listed below. A later paper is listed under a label when Pith's citation classifier gives one of its sentences that label at probability 0.8 or more (0.95 for support), Pith's reading finds that the citing paper itself did it, and a second check confirms the paraphrase against the sentence. This section lists uses only. It does not list criticism or disagreement, so their absence here says nothing about how the paper has been received. Papers that share an author with this one are listed apart, under "By the same authors". A quote is the citing authors' own sentence, shown when their paper's licence is CC BY, CC BY-SA or CC0. JSON

Uses its data or values 1 of 22 papers with this label
How the literature uses it

86 arXiv papers cite this in 139 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 · 96 sentences without a confident label

Contests it 3 papers
  • Although the new Milky Way rotation curves were clearly incompatible with the standard flat rotation model adopted by [ref] , they were nonetheless noisy, with unexpected departures from a smooth profile which suggested possible artefacts in the data.

    Reanalysis of the MACHO constraints on PBH in the light of Gaia DR3 data · Introduction · contest 0.86

  • Early indications from the MACHO collaboration that a significant fraction of the Milky Way halo could be in the form of roughly Solar Mass COs [ref] were not confirmed by EROS [ref] and OGLE [ref] .

    Stellar microlensing surveys as a probe of Primordial Black Holes: status and prospects · Summary · contest 0.79

  • The MACHO collaboration studied microlensing events towards the Large Magellanic Cloud (LMC) and initially reported evidence that MACHOs of mass $(0.15-0.9)$ M$_⊙$ comprise (8-50) % of the total halo DM [ref] , but it was later found that their dataset was contaminated by variable stars [ref] .

    Constraining galactic structures of mirror dark matter · Gravitational lensing · contest 0.86

Uses its method or tool 1 paper
  • Surveys with a large exposure expect to observe events due to stars in the MW disc and/or LMC, and in this case constraints on the CO mass and halo fraction are calculated using the likelihood [ref] : [equation] where $N_obs$ is the number of observed events and $t̂_i$ are their timescales.

    Stellar microlensing surveys as a probe of Primordial Black Holes: status and prospects · Differential event rate and parameter constraints · 0.95

Uses its data or values 16 papers
Compares with it 1 paper
Cites it as support 1 paper
Cites it as background 16 papers

Discussion

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