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WIMP Dark Matter Inflation with Observable Gravity Waves

High Energy Physics - Phenomenology · Submitted 9 Jul 2010

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

The authors' main claim We present a successful inflation model based on $\lambda \phi^4$ potential in which a Standard Model (SM) singlet inflaton $\phi$, with mass of around a TeV or less, also plays the role of a weakly interacting scalar dark matter particle (WIMP).

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arXiv ID1007.1672 (version 2)
Pith IDMQSSRBR6, Pith's permanent record of this paper and its review
CitationNobuchika Okada, Qaisar Shafi. "WIMP Dark Matter Inflation with Observable Gravity Waves." arXiv:1007.1672 (2010). https://pith.science/paper/MQSSRBR6
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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, 3,115 input tokens, $0.0001 reported.

What the abstract itself states, as probabilities: claims first 0.03 · states limitation 0.19 · human participants 0.01 · controlled comparison 0.02 · randomized assignment 0.01 · states quantitative result 0.98 · compares with prior results 0.25 · mentions code or data availability 0.02.

The abstract, sentence by sentence

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

We present a successful inflation model based on $\lambda \phi^4$ potential in which a Standard Model (SM) singlet inflaton $\phi$, with mass of around a TeV or less, also plays the role of a weakly interacting scalar dark matter particle (WIMP). The WIMP relic abundance generated after inflation is in accord with the current observations. The spectral index $n_s$ lies within the WMAP 1-$\sigma$ bounds, while the Planck satellite may observe the tensor-to-scalar ratio, a canonical measure of gravity waves, which we estimate lies between 0.003 and 0.007.An unbroken $Z_2$ parity ensures that the scalar WIMP is absolutely stable.

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 present a successful inflation model based on $\lambda \phi^4$ potential in which a Standard Model (SM) singlet inflaton $\phi$, with mass of around a TeV or less, also plays the role of a weakly interacting scalar dark matter particle (WIMP). contribution 0.98 0.92 0.54 asserted 1.00
s1 The WIMP relic abundance generated after inflation is in accord with the current observations. result 0.99 0.78 0.16 asserted 0.98
s2 The spectral index $n_s$ lies within the WMAP 1-$\sigma$ bounds, while the Planck satellite may observe the tensor-to-scalar ratio, a canonical measure of gravity waves, which we estimate lies between 0.003 and 0.007.An unbroken $Z_2$ parity ensures that the scalar WIMP is absolutely stable. result 1.00 0.85 0.28 hedged possibility 0.79

What kind of paper the classifier reports this is: theoretical result 1.00 · evidence from proof or derivation 0.79.

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

We present a successful inflation model based on $\lambda \phi^4$ potential in which a Standard Model (SM) singlet inflaton $\phi$, with mass of around a TeV or less, also plays the role of a weakly interacting scalar dark matter particle (WIMP). The WIMP relic abundance generated after inflation is in accord with the current observations. The spectral index $n_s$ lies within the WMAP 1-$\sigma$ bounds, while the Planck satellite may observe the tensor-to-scalar ratio, a canonical measure of gravity waves, which we estimate lies between 0.003 and 0.007.An unbroken $Z_2$ parity ensures that the scalar WIMP is absolutely stable.

Human review
References
How the literature uses it

22 arXiv papers cite this in 23 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 · 10 sentences without a confident label

Compares with it 2 papers
  • We further discuss the differences from the pure Higgs [ref] and singlet inflation [ref] , and present an example of the unitary completion of our model.

    Higgs Portal Inflation · Introduction · 0.95

  • In this sense, the model we propose is quite economical:[ A similar model was proposed in Refs. [ref] in the context of inflation with non-minimal coupling to gravity [ref] .

    Dark Matter Chaotic Inflation in Light of BICEP2 · Introduction and Summary · 0.92

Cites it as background 11 papers

What it cites · 37 sentences without a confident label

Builds on 2 papers
Uses the method or tool of 4 papers
Uses data or values from 1 paper
Compares with 2 papers
Cites as support 3 papers
  • In this case, the radiative corrections to the potential is negligible and we can easily obtain $V^1/4/Λ< 1$ for a successful inflation scenario as shown in [ref] .

    Tensor to Scalar Ratio in Non-Minimal $\phi^4$ Inflation · Introduction · 1.00

  • Thus, we expect that the temperature of the universe is high enough for $ϕ$ particles to be in thermal equilibrium, and the standard WIMP dark matter scenario consistent with the WMAP observations can be realized, as shown in recent analysis [ref] .

    Can WIMP Dark Matter overcome the Nightmare Scenario? · Introduction · 1.00

  • In general, the preheating process can be reasonably efficient even for $m_ϕ∼m_h$ [ref] .

    Reheating after Inflation · Introduction · 0.96

Cites as background 1 paper
  • In a separate development, it has been noted by several authors [ref] that a stable SM singlet scalar particle, with mass $∼m_h/2 - 1$ TeV, is a viable cold dark matter candidate (WIMP), provided it has suitable interactions with the SM Higgs doublet $H$ and possibly additional fields.

    Gauge Singlet Scalars as Cold Dark Matter · Introduction · 0.81

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