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WIMPs and Un-Naturalness

High Energy Physics - Phenomenology · Submitted 19 Dec 2013

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

The authors' main claim The WIMP argument basically sets an upper bound on unnaturalness, whereas direct detection experiments select scalar or real particles as the most compelling dark matter candidates.

how it is stated · asserted 0.98 read the record →

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arXiv ID1312.5695 (version 2)
Pith IDWO73TOYX, Pith's permanent record of this paper and its review
CitationLuca Vecchi. "WIMPs and Un-Naturalness." arXiv:1312.5695 (2013). https://pith.science/paper/WO73TOYX
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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-1.13-20260917 via OpenRouter, question bank abstract-p1-20260923, 2026-09-23: 1 request, 7,637 input tokens, $0.0003 reported.

What the abstract itself states, as probabilities: claims first 0.05 · states limitation 0.19 · human participants 0.01 · controlled comparison 0.06 · randomized assignment 0.01 · states quantitative result 0.96 · compares with prior results 0.67 · mentions code or data availability 0.02.

The abstract, sentence by sentence

arXiv listing abstract v2. Results and the main claim are underlined; .

The WIMP "miracle" suggests a new physics threshold ranging from the weak scale up to several tens of TeVs. Obtaining the correct dark matter density in many theories aiming to solve the hierarchy problem may thus require some amount of tuning of the weak scale, hinting at a possible connection between WIMP dark matter and unnaturalness. We point out that dark matter direct detection is a very efficient probe of these unnatural models, and that existing data already provide important clues to the nature of the associated WIMPs. We present a model-independent, relativistic analysis of the signatures of a gauge-singlet dark matter candidate of arbitrary spin, and discuss the current experimental bounds from LUX and XENON100. For complex WIMPs, dark matter direct detection is complementary to electroweak precision tests, and can even compete with flavor constraints if the dark matter has spin. Particularly relevant for future searches are couplings to the Higgs mass operator, which are expected to be large if the electroweak scale is finely tuned. Care is devoted to the RG evolution of the effective Lagrangian. We find that the CP-even scalar coupling to charm quarks is enhanced by about 20% compared to the one-loop estimate. When pushed in the unnatural regime, warped extra dimensions -- with or without custodial symmetry -- become attractive theories for flavor, the Higgs mass, and dark matter. The WIMP argument basically sets an upper bound on unnaturalness, whereas direct detection experiments select scalar or real particles as the most compelling dark matter candidates.

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 WIMP "miracle" suggests a new physics threshold ranging from the weak scale up to several tens of TeVs. background 1.00 0.07 0.06 hedged possibility 0.99
s1 Obtaining the correct dark matter density in many theories aiming to solve the hierarchy problem may thus require some amount of tuning of the weak scale, hinting at a possible connection between WIMP dark matter and unnaturalness. background 0.92 0.10 0.16 hedged possibility 1.00
s2 We point out that dark matter direct detection is a very efficient probe of these unnatural models, and that existing data already provide important clues to the nature of the associated WIMPs. contribution 0.83 0.33 0.28 asserted 0.99
s3 We present a model-independent, relativistic analysis of the signatures of a gauge-singlet dark matter candidate of arbitrary spin, and discuss the current experimental bounds from LUX and XENON100. contribution 0.87 0.91 0.10 asserted 0.98
s4 For complex WIMPs, dark matter direct detection is complementary to electroweak precision tests, and can even compete with flavor constraints if the dark matter has spin. interpretation 0.55 0.34 0.10 asserted 0.72
s5 Particularly relevant for future searches are couplings to the Higgs mass operator, which are expected to be large if the electroweak scale is finely tuned. background 0.43 0.12 0.07 hedged possibility 0.86
s6 Care is devoted to the RG evolution of the effective Lagrangian. method 0.96 0.67 0.02 unclear 0.64
s7 We find that the CP-even scalar coupling to charm quarks is enhanced by about 20% compared to the one-loop estimate. result 1.00 0.93 0.08 asserted 1.00
s8 When pushed in the unnatural regime, warped extra dimensions -- with or without custodial symmetry -- become attractive theories for flavor, the Higgs mass, and dark matter. interpretation 0.82 0.20 0.13 asserted 0.65
s9 The WIMP argument basically sets an upper bound on unnaturalness, whereas direct detection experiments select scalar or real particles as the most compelling dark matter candidates. interpretation 0.91 0.37 0.50 asserted 0.98

What kind of paper the classifier reports this is: theoretical result 0.98 · evidence from proof or derivation 0.48.

What was examined, and what was not

sources read
  • arXiv listing abstract v2
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

The WIMP "miracle" suggests a new physics threshold ranging from the weak scale up to several tens of TeVs. Obtaining the correct dark matter density in many theories aiming to solve the hierarchy problem may thus require some amount of tuning of the weak scale, hinting at a possible connection between WIMP dark matter and unnaturalness. We point out that dark matter direct detection is a very efficient probe of these unnatural models, and that existing data already provide important clues to the nature of the associated WIMPs. We present a model-independent, relativistic analysis of the signatures of a gauge-singlet dark matter candidate of arbitrary spin, and discuss the current experimental bounds from LUX and XENON100. For complex WIMPs, dark matter direct detection is complementary to electroweak precision tests, and can even compete with flavor constraints if the dark matter has spin. Particularly relevant for future searches are couplings to the Higgs mass operator, which are expected to be large if the electroweak scale is finely tuned. Care is devoted to the RG evolution of the effective Lagrangian. We find that the CP-even scalar coupling to charm quarks is enhanced by about 20% compared to the one-loop estimate. When pushed in the unnatural regime, warped extra dimensions -- with or without custodial symmetry -- become attractive theories for flavor, the Higgs mass, and dark matter. The WIMP argument basically sets an upper bound on unnaturalness, whereas direct detection experiments select scalar or real particles as the most compelling dark matter candidates.

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References
How the literature uses it

28 arXiv papers cite this in 44 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 · 32 sentences without a confident label

Contests it 1 paper
Uses its method or tool 3 papers
Cites it as support 1 paper
  • In fact, it has been shown that, for vector currents, the renormalization group evolution of the effective operators from the scale $Λ$ to the scale of low energy experiments is small [ref] .

    Probing light dark scalars with future experiments · Introduction and framework · 0.98

Cites it as background 5 papers

What it cites · 37 sentences without a confident label

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Uses data or values from 8 papers
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