REVIEW
XENON10/100 dark matter constraints in comparison with CoGeNT and DAMA: examining the Leff dependence
Cosmology and Nongalactic Astrophysics · Submitted 4 Jun 2010 · 52 references
Pith's verdict: A careful, conservative reanalysis whose structural point — XENON10, not XENON100, sets the binding low-mass limit — holds up; the abstract's DAMA 3σ exclusion is a central-Leff statement, not a 1σ one.
T0 · AI review
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Referee report
The paper
The paper claims
The older xenon detector, not the newer one, sets the tightest low-mass dark matter bound, and the paper argues it already rules out the DAMA/LIBRA 3$σ$ region and most of the CoGeNT 7-12 GeV window.
The reading
What carries the argument
The load-bearing quantity is $L_{eff}$, the scintillation efficiency of nuclear recoils relative to 122 keV electron recoils in zero electric field. It enters through $S1 = (S_{nr}/S_{ee}) L_{eff}(E_{nr}) L_y E_{nr}$, the conversion from observed photoelectrons to recoil energy, so an error in $L_{eff}$ is an error in the energy scale and hence in the WIMP mass at which a limit applies. The authors build three low-energy behaviours of $L_{eff}$ below the lowest measurement at $3.9$ keV: constant, falling linearly to zero, and identically zero. Around this they wrap the experimental machinery: Poisson fluctuations in photoelectron number, the S1 peak-finding efficiency $η_{S1}$ (about 60% at 2 photoelectrons), a 47% nuclear recoil band efficiency, a hard cutoff discarding recoils with average $S1 < 1.0$ photoelectron, and the Maximum Gap statistical method for turning observed event energies into a 90% confidence limit. The cutoff is what makes the XENON100 result insensitive to the $L_{eff}$ extrapolation and simultaneously what makes the XENON10 result fragile.
Extended reading notes
Core claim
The paper's claim is that for spin-independent elastic WIMPs in a standard Maxwellian halo, XENON10 excludes the DAMA/LIBRA 3$σ$ compatible region and most or all of the CoGeNT 7-12 GeV region, and that XENON10 rather than XENON100 is the experiment doing the work. The reasoning is a threshold argument: a xenon detector's reach at low WIMP mass is set by the smallest scintillation signal it accepts, because a 10 GeV WIMP deposits only a few keV of recoil energy. XENON10 accepted 2 photoelectrons, corresponding to roughly 4.6 keV of nuclear recoil in the authors' $L_{eff}$ models, while XENON100's 4-photoelectron analysis threshold corresponds to roughly 9.5 keV. The second result is a null one about $L_{eff}$: for XENON100, whether $L_{eff}$ is held constant, falls linearly to zero, or is set to zero below 3.9 keV makes almost no difference, because the imposed cutoff at an average S1 of 1 photoelectron removes the recoils where the models differ. The paper also reports that ion channeling in the DAMA/LIBRA NaI crystals, once blocking effects are included, shifts the DAMA regions negligibly above the 5$σ$ level, so channeling cannot be used to reconcile DAMA with the xenon limits.
Load-bearing premise
The XENON10 low-mass reach depends on treating recoils near one photoelectron with a hard cutoff at an average S1 of 1.0 photoelectron and a fixed 47% nuclear recoil band efficiency, an efficiency the authors say should actually fall at low energy and which they use only because it has not been measured.
Editorial extensions
If this is right
- If the argument holds, the CoGeNT 7-12 GeV region and the DAMA/LIBRA modulation region cannot both be explained by spin-independent elastic WIMPs in a standard halo, independent of channeling.
- Low-mass WIMP sensitivity is governed by analysis threshold rather than by detector mass or exposure, so a smaller older detector can outrun a larger newer one.
- For XENON100-style analyses, the choice of which $L_{eff}$ data set to trust matters far more than how $L_{eff}$ is extrapolated below the measured range.
- Channeling in NaI(Tl) can be set aside in DAMA compatibility studies at the 3$σ$ and 5$σ$ levels, removing one previously invoked escape route.
Reading between the lines
- The threshold argument generalises: any future xenon result quoted down to 2 photoelectrons will inherit the same $L_{eff}$ ambiguity, so the field's low-mass frontier is really a calibration frontier rather than a exposure frontier.
- The paper's own Figure 8, computed with the cutoff relaxed, shows the XENON10 curve acquiring a steep upward turn at low mass; a modest measurement of the sub-photoelectron cut efficiency would therefore move the CoGeNT verdict by a large factor even if $L_{eff}$ itself is never remeasured.
- Because the authors adopt the lowest available $L_{eff}$, their limits are one-sided: any future confirmation that $L_{eff}$ is higher at low energy can only tighten the exclusion of DAMA and CoGeNT, never loosen it.
- The same logic suggests a decisive test: a neutron-beam measurement of $L_{eff}$ at 1-3 keV, where the three extrapolations diverge, would convert the whole extrapolation exercise into a single number and settle the low-mass comparison outright.
Original abstract
We consider the compatibility of DAMA/LIBRA, CoGeNT, XENON10 and XENON100 results for spin-independent (SI) dark matter Weakly Interacting Massive Particles (WIMPs), particularly at low masses (~ 10 GeV), assuming a standard dark matter halo. The XENON bounds depend on the scintillation efficiency factor Leff for which there is considerable uncertainty. Thus we consider various extrapolations for Leff at low energy. With the Leff measurements we consider, XENON100 results are found to be insensitive to the low energy extrapolation. We find the strongest bounds are from XENON10, rather than XENON100, due to the lower energy threshold. For reasonable choices of Leff and for the case of SI elastic scattering, XENON10 is incompatible with the DAMA/LIBRA 3$\sigma$ region and severely constrains the 7-12 GeV WIMP mass region of interest published by the CoGeNT collaboration.
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.
The abstract, sentence by sentence
We consider the compatibility of DAMA/LIBRA, CoGeNT, XENON10 and XENON100 results for spin-independent (SI) dark matter Weakly Interacting Massive Particles (WIMPs), particularly at low masses (~ 10 GeV), assuming a standard dark matter halo. The XENON bounds depend on the scintillation efficiency factor Leff for which there is considerable uncertainty. Thus we consider various extrapolations for Leff at low energy. With the Leff measurements we consider, XENON100 results are found to be insensitive to the low energy extrapolation. We find the strongest bounds are from XENON10, rather than XENON100, due to the lower energy threshold. For reasonable choices of Leff and for the case of SI elastic scattering, XENON10 is incompatible with the DAMA/LIBRA 3$\sigma$ region and severely constrains the 7-12 GeV WIMP mass region of interest published by the CoGeNT collaboration.
background contribution method result interpretation main claim
| # | sentence | role | the authors' own work | states the main conclusion | strength |
|---|---|---|---|---|---|
| s0 | We consider the compatibility of DAMA/LIBRA, CoGeNT, XENON10 and XENON100 results for spin-independent (SI) dark matter Weakly Interacting Massive Particles (WIMPs), particularly at low masses (~ 10 GeV), assuming a standard dark matter halo. | contribution 0.89 | 0.45 | 0.06 | unclear 0.61 |
| s1 | The XENON bounds depend on the scintillation efficiency factor Leff for which there is considerable uncertainty. | background 0.69 | 0.09 | 0.03 | asserted 1.00 |
| s2 | Thus we consider various extrapolations for Leff at low energy. | method 0.82 | 0.84 | 0.02 | asserted 0.93 |
| s3 | With the Leff measurements we consider, XENON100 results are found to be insensitive to the low energy extrapolation. | result 1.00 | 0.89 | 0.07 | asserted 1.00 |
| s4 | We find the strongest bounds are from XENON10, rather than XENON100, due to the lower energy threshold. | result 0.98 | 0.89 | 0.16 | asserted 1.00 |
| s5 | For reasonable choices of Leff and for the case of SI elastic scattering, XENON10 is incompatible with the DAMA/LIBRA 3$\sigma$ region and severely constrains the 7-12 GeV WIMP mass region of interest published by the CoGeNT collaboration. | result 0.95 | 0.90 | 0.83 | asserted 1.00 |
What was examined, and what was not
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- P abstract
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Figures
Figures reproduced from arXiv:1006.0972 by the authors.
References
How later papers used it
54 later papers cite it
2 later papers by other authors are listed below: 2 used its method or tool. 1 more paper by the same authors is listed: 1 used its method or tool.
Uses its method or tool 3 papers · 1 by the same authors
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Included an S1 peak finding efficiency in the same way it is done in this paper.
Can CoGeNT and DAMA Modulations Be Due to Dark Matter? (2011) · 1.00 · paraphrased: the licence does not allow quoting
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Followed this paper's practice in linearly extrapolating it from this point to zero at E_R=1 keV.
An optimistic CoGeNT analysis (2012) · 0.99 · paraphrased: the licence does not allow quoting
By the same authors
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Used a simpler efficiency model and imposed a ≥1.0 PE cutoff as described in this paper.
XENON10/100 dark matter constraints: examining the Leff dependence (2010) (same authors) · 0.95 · paraphrased: the licence does not allow quoting
How the literature uses it
53 arXiv papers cite this in 72 sentences
Papers whose main result relates to this one's
States a conflicting result 1 paper
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In this brief note the source of this erroneous conclusion is identified in a misinterpretation of the XENON10 efficiency in the detection of S1 light from low-energy nuclear recoils.
Papers citing it · 56 sentences without a confident label
Contests it 1 paper
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Unfortunately, from comments made in [ref] , it is clear that the authors have neglected to include in their analysis the effect of the XENON10 efficiency in extracting a larger than two-fold S1 PE coincidence, one of the requirements for acceptance of an event in both XENON10 and XENON100.
Comments on arXiv:1006.0972 "XENON10/100 dark matter constraints in comparison with CoGeNT and DAMA: examining the Leff dependence" · Introduction · contest 0.93
Builds on it 1 paper
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Some of the work presented here is described in Ref. [ref] , although the analysis of the XENON10 results has been extended down to lower recoil energies with a more careful treatment [ref] .
XENON10/100 dark matter constraints: examining the Leff dependence · Introduction · 0.96
Uses its method or tool 3 papers
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As the full details of the various data cuts in XENON100 are not yet available, we use for this experiment a simpler model of the efficiency and impose a $≥1.0$ PE cutoff as described in Ref. [ref] .
XENON10/100 dark matter constraints: examining the Leff dependence · Detection in XENON10/100 · 0.95
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Following [ref] we ignore recoils giving $⟨$S1$⟩≤1$ PE.].
Can CoGeNT and DAMA Modulations Be Due to Dark Matter? · XENON100 · 0.97
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[ref] in linearly extrapolating it from this point to zero at $E_R=1$ keV to give some reasonable estimate of the response at lower energies.
An optimistic CoGeNT analysis · XENON100 · 0.99
Uses its data or values 1 paper
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Here, $η$ and $ϵ$ are detector and cut efficiencies (including the acceptance rate of the “50%” acceptance box), taken from [ref] and [ref] respectively, and $dN/dE_obs$ is the detector resolution also from [ref] , which is somewhat broader than a pure Poisson distribution as utilized in [ref] .
Dark Moments and the DAMA-CoGeNT Puzzle · Results · 0.95
Compares with it 1 paper
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For comparison, we also show the WIMP parameters compatible with the DAMA modulation [ref] (gray contours/regions, corresponding to compatibility within the 5$σ$, 3$σ$, and 90% CLs) and the region suggested by CoGeNT [ref] (pink contour/region, corresponding to compatibility within the 90% CL).
XENON10/100 dark matter constraints: examining the Leff dependence · Results and Discussion · 0.97
Cites it as support 2 papers
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Nevertheless, concerning the uncertainties of the DM velocity distribution [ref] and of the relative scintillation efficiency of the liquid xenon at low recoil energy [ref] , it is still possible to interpret the CoGeNT and DAMA/LIBRA observations as light DM with mass around $7$ GeV [ref] , and at the same time, consistent with the null results of Xenon100 and CDMS-II.
WIMPless dark matter and the excess gamma rays from the Galactic center · Introduction · 0.98
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Based on theoretical considerations [ref] and recently experimental evidence [ref] , we do not consider the possibility that channeling plays an important role at DAMA/LIBRA.
Toward A Consistent Picture For CRESST, CoGeNT and DAMA · DAMA/LIBRA's Modulation · 1.00
Cites it as background 4 papers
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We will not enter into all the technical details here, a complete analysis of the computation of $L_eff$ and its consequence on the constraints that we can derive from the XENON experiment can be found in [ref] .
The kinetic dark-mixing in the light of CoGENT and XENON100 · Signals from COGENT, CRESST or DAMA? · 0.84
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There are many attempts to explain the discrepancy, for example, dark matter nature such as the inelastic dark matter [ref] , atomic uncertainties such as scintillation efficiency factor [ref] , quenching factor [ref] and channeling fraction [ref] , and astrophysical uncertainties [ref] .
Isospin Violating Dark Matter Search by Nuclear Emulsion Detector · Introduction · 0.85
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There has been a spirited discussion on this point [ref] .
Interpreting Dark Matter Direct Detection Independently of the Local Velocity and Density Distribution · Elastic Dark Matter: CoGeNT · 0.96
What it cites · 63 sentences without a confident label
Contests 3 papers
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We will clarify an issue that is perhaps the source of what appears to be an erroneous application of the factor in Ref. [ref] that yielded a greater weakening in the XENON10 results than expected.
Comments on arXiv:1006.0972 "XENON10/100 dark matter constraints in comparison with CoGeNT and DAMA: examining the Leff dependence" · XENON10 efficiencies and cuts · contest 0.86
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Furthermore, the ZEPLIN inspired model proposed by Ref. [ref] , taking $= 0$ below recoil energies of $∼$8 keVnr, is strongly incompatible with the Manzur measurements as well as other fixed energy neutron scattering measurements such as those of Aprile [ref] .
New Measurement of the Relative Scintillation Efficiency of Xenon Nuclear Recoils Below 10 keV · ZEPLIN-III models · contest 0.79
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Given that Manzur have observed scintillation peaks at multiple recoil energies over $∼$ 4-8 keVnr, we consider the “conservative” model suggested in Refs. [ref] and [ref] , with $= 0$ below $∼$8 keVnr, to be grossly incompatible with existing data and therefore unrealistically conservative.
Comments on "First Dark Matter Results from the XENON100 Experiment" · ZEPLIN-III models · contest 0.88
Uses the method or tool of 2 papers
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The use of MG is of particular importance for XENON10 as the 13 observed events have energies that are inconsistent with the spectrum expected for a light elastically scattering WIMP. ] [ref] , while the parameters compatible with DAMA are determined via the goodness-of-fit of their observed modulation signal with the theoretically expected signal.
Finding an Upper Limit in the Presence of Unknown Background · Introduction · 0.95
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We remind the reader that we are using the goodness-of-fit statistic described in detail in Ref. [ref] .
Compatibility of DAMA/LIBRA dark matter detection with other searches · Results and Discussion · 0.91
Uses data or values from 4 papers
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In the interest of examining the most conservative XENON constraints, we base all three cases on the data from Manzur [ref] .
Scintillation efficiency and ionization yield of liquid xenon for mono-energetic nuclear recoils down to 4 keV · The Scintillation Efficiency Factor in XENON · 1.00
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However, for XENON10, the peak finding efficiency factor , which was not included in Ref. [ref] (where it was not particularly relevant), must also be taken into account.
Constraints on inelastic dark matter from XENON10 · Introduction · 0.80
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The efficiencies for XENON10 and XENON100 are taken from Refs. [ref] and [ref] , respectively.
First Dark Matter Results from the XENON100 Experiment · Introduction · 0.99
Cites as background 20 papers
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A variety of measurements have been made over the years [ref] , but limited statistics and systematics issues have so far prevented a clear picture from emerging as to the behavior of at low recoil energies.
Scintillation Response of Liquid Xenon to Low Energy Nuclear Recoils · The Scintillation Efficiency Factor in XENON · 0.93
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A variety of measurements have been made over the years [ref] , but limited statistics and systematics issues have so far prevented a clear picture from emerging as to the behavior of at low recoil energies.
The scintillation and ionization yield of liquid xenon for nuclear recoils · The Scintillation Efficiency Factor in XENON · 0.93
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A variety of measurements have been made over the years [ref] , but limited statistics and systematics issues have so far prevented a clear picture from emerging as to the behavior of at low recoil energies.
New Measurement of the Relative Scintillation Efficiency of Xenon Nuclear Recoils Below 10 keV · The Scintillation Efficiency Factor in XENON · 0.93
Discussion
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