Pith. Sign in

RECORD

Fermionic Singlet Dark Matter in One-Loop Solutions to the $R_K$ Anomaly: A Systematic Study

High Energy Physics - Phenomenology · Submitted 22 Mar 2021

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

The authors' main claim Quarkphilic and amphiphilic scenarios even provide narrow regions of parameter space where the observed relic density can be reproduced while offering an explanation to $R_K$ in agreement with direct detection experiments.

how it is stated · asserted 0.80 read the record →

Comment (0) Read on arXiv ↗
Cite ▾
arXiv ID2103.12043 (version 3)
Pith ID4H4GTUJW, Pith's permanent record of this paper and its review
CitationDominik D\"oring, Heinrich P\"as, Mathias Becker, Siddhartha Karmakar. "Fermionic Singlet Dark Matter in One-Loop Solutions to the $R_K$ Anomaly: A Systematic Study." arXiv:2103.12043 (2021). https://pith.science/paper/4H4GTUJW
Claim paper

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.

Open the compiled record

Compiled by classifier-1.13.0 via TypeSafe API, question bank abstract-p1-20260923, 2026-09-23: 1 request, 6,350 input tokens.

What the abstract itself states, as probabilities: claims first 0.03 · states limitation 0.85 · human participants 0.01 · controlled comparison 0.05 · randomized assignment 0.01 · states quantitative result 0.95 · compares with prior results 0.13 · mentions code or data availability 0.02.

The abstract, sentence by sentence

arXiv listing abstract v3. Results and the main claim are underlined; .

We study the dark matter phenomenology of Standard Model extensions addressing the reported anomaly in the $R_K$ observable at one-loop. The article covers the case of fermionic singlet DM coupling leptophilically, quarkphilically or amphiphilically to the SM. The setup utilizes a large coupling of the new particle content to the second lepton generation to explain the $R_K$ anomaly, which in return tends to diminish the dark matter relic density. Further, dark matter direct detection experiments provide stringent bounds even in cases where the dark matter candidate only contributes a small fraction of the observed dark matter energy density. In fact, direct detection rules out all considered models as an explanation for the $R_K$ anomaly in the case of Dirac dark matter. Conversely, for Majorana dark matter, the $R_K$ anomaly can be addressed in agreement with direct detection in coannihilation scenarios. For leptophilic dark matter this region only exists for $M_\text{DM} \lesssim 1000 \, \mathrm{GeV}$ and dark matter is underabundant. Quarkphilic and amphiphilic scenarios even provide narrow regions of parameter space where the observed relic density can be reproduced while offering an explanation to $R_K$ in agreement with direct detection experiments.

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 study the dark matter phenomenology of Standard Model extensions addressing the reported anomaly in the $R_K$ observable at one-loop. contribution 0.99 0.88 0.04 asserted 0.82
s1 The article covers the case of fermionic singlet DM coupling leptophilically, quarkphilically or amphiphilically to the SM. contribution 0.86 0.51 0.03 asserted 0.98
s2 The setup utilizes a large coupling of the new particle content to the second lepton generation to explain the $R_K$ anomaly, which in return tends to diminish the dark matter relic density. result 0.44 0.47 0.06 asserted 0.93
s3 Further, dark matter direct detection experiments provide stringent bounds even in cases where the dark matter candidate only contributes a small fraction of the observed dark matter energy density. background 0.78 0.15 0.04 asserted 1.00
s4 In fact, direct detection rules out all considered models as an explanation for the $R_K$ anomaly in the case of Dirac dark matter. result 1.00 0.81 0.21 asserted 1.00
s5 Conversely, for Majorana dark matter, the $R_K$ anomaly can be addressed in agreement with direct detection in coannihilation scenarios. result 1.00 0.86 0.29 hedged possibility 0.58
s6 For leptophilic dark matter this region only exists for $M_\text{DM} \lesssim 1000 \, \mathrm{GeV}$ and dark matter is underabundant. result 0.99 0.85 0.08 asserted 1.00
s7 Quarkphilic and amphiphilic scenarios even provide narrow regions of parameter space where the observed relic density can be reproduced while offering an explanation to $R_K$ in agreement with direct detection experiments. result 1.00 0.89 0.27 asserted 0.80

What kind of paper the classifier reports this is: theoretical result 0.92 · evidence from simulation or computation 0.78.

What was examined, and what was not

sources read
  • arXiv listing abstract v3
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 study the dark matter phenomenology of Standard Model extensions addressing the reported anomaly in the $R_K$ observable at one-loop. The article covers the case of fermionic singlet DM coupling leptophilically, quarkphilically or amphiphilically to the SM. The setup utilizes a large coupling of the new particle content to the second lepton generation to explain the $R_K$ anomaly, which in return tends to diminish the dark matter relic density. Further, dark matter direct detection experiments provide stringent bounds even in cases where the dark matter candidate only contributes a small fraction of the observed dark matter energy density. In fact, direct detection rules out all considered models as an explanation for the $R_K$ anomaly in the case of Dirac dark matter. Conversely, for Majorana dark matter, the $R_K$ anomaly can be addressed in agreement with direct detection in coannihilation scenarios. For leptophilic dark matter this region only exists for $M_\text{DM} \lesssim 1000 \, \mathrm{GeV}$ and dark matter is underabundant. Quarkphilic and amphiphilic scenarios even provide narrow regions of parameter space where the observed relic density can be reproduced while offering an explanation to $R_K$ in agreement with direct detection experiments.

Human review
References
How the literature uses it

5 arXiv papers cite this in 5 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 · 4 sentences without a confident label

Cites it as background 1 paper

What it cites · 38 sentences without a confident label

Builds on 1 paper
Uses the method or tool of 9 papers
Uses data or values from 11 papers
  • In this section, we analyze whether the aforementioned models can simultaneously create the correct DM relic density $Ω_DM h^2 = 0.120 ±0.001$ (at $68%$ CL) observed by Planck [ref] and withstand the bounds set by DM direct detection (DD) experiments like XENON [ref] .

    Constraining the Spin-Dependent WIMP-Nucleon Cross Sections with XENON1T · Dark Matter Phenomenology · 0.98

  • In this section, we analyze whether the aforementioned models can simultaneously create the correct DM relic density $Ω_DM h^2 = 0.120 ±0.001$ (at $68%$ CL) observed by Planck [ref] and withstand the bounds set by DM direct detection (DD) experiments like XENON [ref] .

    Planck 2018 results. VI. Cosmological parameters · Dark Matter Phenomenology · 0.98

  • The $2σ$ bounds on $𝒞_9=-𝒞_10$ and $𝒞_BB̅$ are [ref] [equation] Starting from these premises, we can construct an upper bound on $Γ_sΓ_b^*$ from $B$-$B̅$ mixing and use this to construct a lower bound on $Γ_μ$ by taking into account the bounds on $𝒞_9$.

    $B^0_{(s)}$-mixing matrix elements from lattice QCD for the Standard Model and beyond · Constraints on new Yukawa Couplings · 0.99

Compares with 2 papers
Cites as background 16 papers

Discussion

Know something about this paper? Leave a comment, or highlight any passage above to comment on it.