REVIEW 2 major objections 4 minor 92 references
A residual Z2 symmetry in a composite Higgs model leaves exactly three viable dark matter candidates.
Reviewed by Pith at T0; open to challenge. T0 means a machine referee read the full paper against a public rubric. the ladder, T0–T4 →
T0 review · deepseek-v4-flash
2026-08-02 02:45 UTC pith:TAOLQOJV
load-bearing objection New and useful scan of the SU(6)/Sp(6) scotogenic DM sector, but the 'only three' claim overreaches the Δ0 exclusion. the 2 major comments →
Dark matter in composite Higgs models with a scotogenic EFT
The pith
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
Core claim
In the concrete SU(6)/Sp(6) model studied, the unbroken Z2 symmetry embedded in the custodial Sp(6) subgroup stabilizes the lightest of four neutral pNGB states. Treating pNGB masses, a set of quartic couplings, and the overall mass scale of spin-1 vector and axial-vector resonances as free parameters, the authors compute relic density and direct-detection observables with an eight-dimensional MCMC scan. The result: η3, η4, and φ0 each have parameter regions with Ωch² = 0.120 ± 0.012 after imposing current direct-detection bounds, while Δ0 does not, because its SU(2)L triplet nature makes annihilation into W and Z pairs too strong. Spin-1 resonances are not a minor correction: resonant s-cha
What carries the argument
The argument rests on the SU(6)/Sp(6) coset, whose spontaneous breaking yields fourteen pNGBs; among them the Z2-odd sector contains a triplet Δ, a bi-doublet Φ, and singlets η3 and η4, giving four neutral candidates (Δ0, φ0, η3, η4). The effective potential is truncated to seven quartic operators, with pNGB masses treated as free parameters. Co-annihilation is included by pairing η3 with Δ and η4 with φ, and spin-1 resonances are incorporated through the hidden-symmetry approach as vector and axial-vector states that mix with the electroweak gauge bosons. The MCMC scan explores an eight-dimensional parameter space (Mχ, ΔM, cχχhh, cππhh, θ, gVππ, g̃, MV) and imposes the relic density within
Load-bearing premise
The entire relic-density map, including the Δ0 exclusion, rests on the assumption that the four Z2-odd pNGBs do not mix with each other and that all other pNGBs are too heavy to participate; if those states mix or are not decoupled, the viable regions—and the list of viable candidates—could change.
What would settle it
Repeat the relic-density calculation with the full 14-pNGB effective potential, including mixing among Δ0, η3, η4, φ0 and non-decoupled heavier pNGBs, and look for a point where Δ0 is the lightest Z2-odd state, Ωch² = 0.120 ± 0.012, and the direct-detection cross section lies below the current limit. If such a point exists, the paper's conclusion that only three candidates work is false.
If this is right
- The electroweak-triplet candidate Δ0 cannot alone match the observed relic density; any model that wants a pNGB triplet as dark matter needs additional annihilation-suppressing structure.
- Relic-density calculations for this model class that omit spin-1 resonances miss a substantial portion of the allowed parameter space; resonant and threshold effects near the resonance mass can change the density by a large factor.
- For η4 and φ0 dark matter, viable freeze-out requires the co-annihilating partners to be nearly degenerate (ΔM ≲ 10 GeV) and masses above roughly 500 GeV; for η3, the preferred splitting is larger, around 25 GeV.
- Direct-detection experiments at the level of about 10^-48 to 10^-49 cm² would probe Higgs-portal couplings as small as about 10^-3, mapping out much of the surviving parameter space.
- The residual Z2 symmetry forces every sector—pNGBs, spin-1 resonances, and top-partners—to contain Z2-odd states, which gives the model class a generic collider signature of large missing transverse momentum.
Where Pith is reading between the lines
- The Δ0 exclusion looks like a structural feature rather than a scan artifact: because the triplet couples directly to electroweak bosons, its annihilation is too efficient for a thermal relic; the same reasoning would apply to any SU(2)L-triplet pNGB in this class.
- The decisive unexamined hinge is the no-mixing assumption. Extending the scalar potential to include the full NLO operator set and mixing among the four Z2-odd states could shift the surviving regions or even revive Δ0; this is the most direct test of the paper's central claim.
- Top-partner resonances, which the authors leave to future work, should be expected to participate in t-channel annihilation for the heavier candidates and could alter the preferred mass ranges or open new resonant features.
- A testable extension would be to scan with more than two co-annihilating multiplets: the sharp ΔM bounds found here may reflect the truncated spectrum rather than a robust prediction.
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. The paper studies dark matter in a class of composite Higgs models with a residual Z2 symmetry, focusing on the SU(6)/Sp(6) coset. Four neutral Z2-odd pNGB states (η3, Δ0, η4, φ0) are identified as potential DM candidates. Using FeynRules/CalcHEP/micrOMEGAs and MCMC scans, the authors conclude that only three of these (η3, η4, φ0) have parameter regions reproducing the observed relic density, while Δ0 does not. They further find that spin-1 resonances can significantly affect the relic abundance, apply LZ 2025 direct-detection limits, and sketch LHC signatures.
Significance. If the exclusions are robust, the paper provides a valuable systematic survey of DM candidates in a concrete composite Higgs setup and highlights an often-neglected role of spin-1 resonances. The numerical pipeline is described in detail and is reproducible in principle; the use of current LZ 2025 limits and the explicit MCMC methodology are strengths. However, the headline claim 'only three of them can produce a relic density' is stronger than the presented scan evidence: it depends on the finite scan range and on the assumption of no pNGB mixing. The Δ0 exclusion in particular needs a robustness argument before the statement can be taken as a model-level result.
major comments (2)
- [§3.2, Table 5; §2.1 assumption (iii); Abstract] The abstract and §5 state that 'only three' of the four Z2-odd pNGBs can explain the relic density. This is not established by the evidence in §3.2. The Δ0 exclusion comes from an MCMC scan with Mχ ∈ [250,1500] GeV (Table 5) under assumption (iii), which excludes all pNGB mixing. Fig. 2b shows Ωh² for Δ0 increasing with Mχ, so the observed band may simply lie above the scanned upper edge. More importantly, Δ0–η3 mixing is not forbidden by the Z2 and could arise from terms omitted from eq. (2.4); such mixing would reduce the triplet fraction of the DM state, weaken the electroweak gauge-annihilation channels, and raise Ωh². The assertion in §5 that omitted mixing 'would change details but not overall features' is unsupported by any quantitative estimate. The claim should be qualified as 'within the simplified slice considered', or the Δ0 exclusion should be backed by an extended scan and
- [§3.2, 'We did not find any valid parameter combination for the Δ0 DM candidate'] Unlike the other three candidates, no corner plot, chain length, acceptance rate, or posterior information is shown for Δ0. The paper reports 'we did not find any valid parameter combination' but gives no details on how the Δ0 chain was initialized ('Each chain was initialized from a phenomenologically viable point'), how many points were generated specifically for Δ0, or why the chain did not explore higher Mχ. Since the claim is an exclusion, the absence of this documentation makes the result difficult to verify. A dedicated Δ0 scan over an extended mass range, or at least explicit statistics for the Δ0 chain, is needed.
minor comments (4)
- [§2.3 and Table 5] ξ = M_A/M_V is listed as an independent parameter in the spin-1 sector, but it does not appear in the MCMC scan vector Θ of eq. (3.2) nor in Table 5. The value used in the scans should be stated explicitly.
- [Fig. 2 caption] The caption's sentence 'The gray band is considered as consistent with the observed DM relic density within the adopted' appears incomplete. Also, the curves for Δ0 in panels (a)-(d) should be identified more clearly, since the text discussion refers to all four candidates.
- [Footnote 1, §5] The footnote admits that vacuum stability, including charge-breaking minima, is not fully checked. This caveat should be carried into the conclusions so that the quoted viable regions are not over-interpreted.
- [§3.2, code availability] The implementation is said to be 'available from the authors upon request'. For reproducibility, a public repository with the FeynRules model files and the MCMC scan inputs would be preferable.
Circularity Check
No significant circularity: the 'only three' claim is a scan-based posterior result with explicit limitations, not a reduction of inputs to outputs.
full rationale
The paper's central derivation chain is a model-based parameter scan benchmarked with external tools and data. The SU(6)/Sp(6) coset, the residual Z2 and the pNGB content are taken from ref. [42], which is not authored by the present authors, and the spin-1 resonance formalism follows the standard hidden-symmetry approach of refs. [60-62]; the importance of spin-1 resonances is computed from the generated amplitudes, not imported as a self-citation theorem. The MCMC likelihood, Eq. (3.3), is centred on the Planck value and is used to select viable parameter regions, so those regions are posterior selections rather than independent first-principles predictions of the relic density. However, this does not make the candidate ranking circular: the paper explicitly qualifies the Delta0 statement to the scanned mass range ('the relic density is always too low for the Delta0 DM candidate in the mass range considered'), and the exclusion follows from the calculated cross sections and the scan bounds in Table 5 (Mchi <= 1.5 TeV), not from the likelihood by construction. The main weaknesses are the simplifying assumptions (i)-(iv) of Sec. 2.1, in particular no pNGB mixing and the truncated seven-operator potential of Eq. (2.4), and footnote 1 concedes that vacuum stability is not fully checked. These are robustness or scan-coverage limitations, not definitional circularity: no fitted parameter is renamed as a prediction, no load-bearing self-citation forbids alternatives, and no equation is reproduced from its own input by construction. The external constraints (Planck, LZ 2025, DARWIN projections) are imposed independently, so the analysis is self-contained against external benchmarks.
Axiom & Free-Parameter Ledger
free parameters (9)
- Mχ (DM mass) =
scanned 250-1500 GeV
- ΔM (mass splitting) =
scanned 2-50 GeV
- c3, c4 (η3/Δ quartics) =
scanned 1e-8 to 1
- c5, c6 (η4/φ quartics) =
scanned 1e-8 to 1
- θ (vacuum misalignment) =
scanned 0.01-0.2
- g_Vππ =
scanned 1-4
- tilde g =
scanned 1-10
- M_V =
scanned 2000-5000 GeV
- ξ = M_A/M_V =
1.4 (fixed by hand)
axioms (6)
- domain assumption An Sp(4) hyper-color gauge theory confines and forms a condensate breaking SU(6) to Sp(6).
- domain assumption The residual Z2 symmetry generated by S9 is preserved by the true vacuum, making the lightest Z2-odd state stable.
- domain assumption Thermal freeze-out of cold dark matter governs the relic abundance.
- domain assumption The hidden local symmetry construction of refs. [60-62] correctly captures spin-1 resonance masses and couplings.
- ad hoc to paper The scalar potential is dominated by the quartic operators in eq. (2.4), with Higgs self-couplings set to SM values.
- ad hoc to paper All pNGB states other than the DM candidate and one co-annihilating multiplet are decoupled, and no pNGB-pNGB mixing occurs.
invented entities (3)
-
Hyper-fermions Ψ1, Ψ2, Ψ3
no independent evidence
-
Z2-odd pNGB sector (Δ, η3, Φ, η4)
no independent evidence
-
Composite spin-1 resonances (vectors and axial-vectors)
no independent evidence
read the original abstract
We discuss a class of Composite Higgs models with a fermionic UV completion that can explain the dark matter relic density. The resulting low-energy theory resembles so-called scotogenic models. A residual $\mathbb{Z}_2$ symmetry implies that one of the pseudo-Nambu-Goldstone bosons is stable and therefore is a viable dark matter candidate. As a concrete example, we take a model based on the $\mathrm{SU}(6)/\mathrm{Sp}(6)$ coset, which in principle contains four dark matter candidates. However, only three of them can produce a relic density consistent with observations. We perform a MCMC study focusing on dark matter observables to explore the available parameter space of the effective theory. In particular, we find that spin-1 resonances play an important role in a substantial part of the parameter space. Finally, we comment on possible LHC signatures of this model class.
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Pith/arXiv arXiv 2023
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C. A. J. O’Hare,New Definition of the Neutrino Floor for Direct Dark Matter Searches,Phys. Rev. Lett.127(2021) 251802, [2109.03116]. [79]DAR WINcollaboration, J. Aalbers et al.,DAR WIN: towards the ultimate dark matter detector,JCAP 11(2016) 017, [1606.07001]
Pith/arXiv arXiv 2021
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A. Agugliaro, G. Cacciapaglia, A. Deandrea and S. De Curtis,Vacuum misalignment and pattern of scalar masses in the SU(5)/SO(5) composite Higgs model,JHEP02(2019) 089, [1808.10175]
Pith/arXiv arXiv 2019
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G. Cacciapaglia, T. Flacke, M. Kunkel, W. Porod and L. Schwarze,Exploring extended Higgs sectors via pair production at the LHC,JHEP12(2022) 087, [2210.01826]
Pith/arXiv arXiv 2022
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T. Flacke, J. H. Kim, M. Kunkel, P. Ko, J. S. Pi, W. Porod et al.,Uncovering doubly charged scalars with dominant three-body decays using machine learning,JHEP11(2023) 009, [2304.09195]
Pith/arXiv arXiv 2023
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G. Cacciapaglia, H. Cai, A. Deandrea, T. Flacke, S. J. Lee and A. Parolini,Composite scalars at the LHC: the Higgs, the Sextet and the Octet,JHEP11(2015) 201, [1507.02283]
Pith/arXiv arXiv 2015
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G. Cacciapaglia, A. Deandrea, T. Flacke and A. M. Iyer,Gluon-Photon Signatures for color octet at the LHC (and beyond),JHEP05(2020) 027, [2002.01474]
Pith/arXiv arXiv 2020
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T. Flacke, J. H. Kim, M. Kunkel, J. S. Pi and W. Porod,Hunting and identifying coloured resonances in four top events with machine learning,JHEP02(2026) 028, [2506.04318]. – 26 –
Pith/arXiv arXiv 2026
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G. Cacciapaglia, A. Deandrea, M. Kunkel and W. Porod,Coloured spin-1 states in composite Higgs models,JHEP06(2024) 092, [2404.02198]
Pith/arXiv arXiv 2024
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N. Bizot, G. Cacciapaglia and T. Flacke,Common exotic decays of top partners,JHEP06(2018) 065, [1803.00021]
Pith/arXiv arXiv 2018
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K.-P. Xie, G. Cacciapaglia and T. Flacke,Exotic decays of top partners with charge 5/3: bounds and opportunities,JHEP10(2019) 134, [1907.05894]
Pith/arXiv arXiv 2019
discussion (0)
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