Quantum Gravity

What a negative neutrino mass in the BAO data would require

Neutrino oscillation experiments require the three neutrino masses to sum to at least 0.0588 eV0.0588\eV. When cosmological data are fitted with Λ\LambdaCDM plus a free mass sum Σeff\Seff that is allowed to take negative values, the preferred value is below zero: DESI DR2 combined with the CMB gives Σeff=−0.101−0.056+0.047 eV\Seff=-0.101^{+0.047}_{-0.056}\eV [DESI ν]. A large part of this preference comes from CMB lensing. This note concerns the part that comes from the expansion history alone, which is what baryon acoustic oscillations (BAO) measure; fitted to DR2 BAO with a compressed CMB prior, it is ΣeffBAO=−0.153±0.077 eV\SBAO=-0.153\pm0.077\eV (section 5).

We ask what the dark sector would have to do for a Λ\LambdaCDM fit to the expansion history to return a mass sum below the true one. In a flat universe in which the cold dark matter (CDM) is stable and is the same CDM that the CMB measures, no collection of components obeying the null energy condition can reproduce the expansion history of a smaller neutrino mass sum, at any redshift (section 3). Relaxing the assumptions of this statement opens four escapes: violation of the null energy condition, matter that is counted as CDM at recombination but later ceases to be matter, closed spatial curvature large enough to be excluded by CMB lensing and BAO, and a different convention for how the fit distributes the mass among the three species (section 4).

With DESI DR2’s actual BAO weights the question becomes quantitative (section 5). Adding a dark sector that obeys the null energy condition and is constant above z≈300z\approx300 raises the fitted mass sum, to first order and in all nonlinear cases we tried. The minimum is 0.0638 eV0.0638\eV, the value obtained for Λ\LambdaCDM itself, which lies 5 meV5\meV above the true sum because the fit imposes equal masses. Open curvature, by contrast, lowers the fitted value substantially through the BAO distances (section 6).

Much of the physical picture is in the literature. Graham, Green and Meyers [GGM] separate the BAO-inferred mass sum from the clustering-inferred one and show that non-phantom dark energy makes the BAO-inferred value more negative. They also note that curvature is degenerate with it. Lynch and Knox [Lynch–Knox] propose dark matter decaying into dark radiation as a way to obtain less late-time matter than the CMB infers. This note adds the exact theorem, a fluid that realises the decaying-matter escape exactly at the level of the background, and the floor 0.0638 eV0.0638\eV with the conditions under which it holds.

The reader is assumed to be familiar with the Friedmann equations, Fermi–Dirac statistics, and the use of BAO as distances in units of the sound horizon.

1. Matching H(z)H(z) fixes ρ+p\rho+p

The argument rests on one identity. In a flat FRW universe the Friedmann equation H2=8πG3ρtotH^2=\tfrac{8\pi G}{3}\rho_{\rm tot} and energy conservation ρ˙tot=−3H(ρtot+ptot)\dot\rho_{\rm tot}=-3H(\rho_{\rm tot}+p_{\rm tot}) combine to give

dH2dz=8πG1+z∑i(ρi+pi).(1)\frac{dH^2}{dz}=\frac{8\pi G}{1+z}\sum_i(\rho_i+p_i). \tag{1}

If two flat models have the same H(z)H(z) on an interval of redshift, their derivatives agree there, and by (1) so does their total ρ+p\rho+p at every redshift in the interval. Their energy densities may differ, but their ρ+p\rho+p may not.

The null energy condition (NEC), ρ+p≥0\rho+p\ge0, is accordingly the one to test. When a dark sector makes one expansion history reproduce another, its ρ+p\rho+p is fixed by the comparison, and the only question is the sign of that fixed value.

2. Neutrinos and negative masses

A decoupled neutrino keeps a Fermi–Dirac momentum distribution whose temperature redshifts as T(z)=Tν0(1+z)T(z)=T_{\nu0}(1+z). We take Tν0=0.1682 meVT_{\nu0}=0.1682\meV, the instantaneous-decoupling value (4/11)1/3Tγ0=0.1676 meV(4/11)^{1/3}T_{\gamma0}=0.1676\meV scaled by (Neff/3)1/4(N_{\rm eff}/3)^{1/4} with Neff=3.044N_{\rm eff}=3.044, so that the neutrino energy density matches the standard value. For one species of mass m≥0m\ge0, counting particle and antiparticle, let E=q2+m2E=\sqrt{q^2+m^2}, f(q)=(eq/T+1)−1f(q)=(e^{q/T}+1)^{-1} and ∫≡1π2∫0∞q2 dq\int\equiv\frac{1}{\pi^2}\int_0^\infty q^2\,dq. The energy density and pressure are

ρ(m)=∫E f,p(m)=∫q23E f,\rho(m)=\int E\,f,\qquad p(m)=\int\frac{q^2}{3E}\,f,

and, by section 1, the relevant combination is

j(m)≡ρ(m)+p(m)=∫(E+q23E)f.(2)j(m)\equiv\rho(m)+p(m)=\int\Big(E+\frac{q^2}{3E}\Big)f. \tag{2}

At early times, T≫mT\gg m, the species behaves as radiation. At late times, T≪mT\ll m, it is matter with density m n1(z)m\,n_1(z), where n1(z)=n1(0)(1+z)3n_1(z)=n_1(0)(1+z)^3 is the number density of one species. In the units ω≡Ωh2\omega\equiv\Omega h^2, three species of total mass Σ\Sigma contribute ων=Σ/93.14 eV\omega_\nu=\Sigma/93.14\eV at late times. At fixed early-universe parameters, a larger mass sum means more matter at low redshift, a larger H(z)H(z) there and shorter distances. This is the dependence through which BAO measure the mass sum.

A fit can return a negative mass sum only if the model is extended below zero. The standard extension [Craig et al.] [Elbers et al.] [Green–Meyers] is antisymmetric about the massless value: for m<0m<0,

ρ(m)≡2ρ(0)−ρ(∣m∣),p(m)≡2p(0)−p(∣m∣).\rho(m)\equiv2\rho(0)-\rho(\lvert m\rvert),\qquad p(m)\equiv2p(0)-p(\lvert m\rvert).

A negative mass removes as much late-time energy, relative to massless neutrinos, as the corresponding positive mass adds. We write ȷ~(m)=2j(0)−j(∣m∣)\tilde\jmath(m)=2j(0)-j(\lvert m\rvert) for the extended jj when m<0m<0.

3. The exact statement

We work under the following assumptions, which section 4 relaxes one at a time.

  1. The universe is flat FRW and total energy is conserved.
  2. The true model and the fit have the same photon density and NeffN_{\rm eff}, and the same baryon and CDM densities ωb,ωc\omega_b,\omega_c. Baryons and CDM are stable and separately conserved, so that ρb=ωb(1+z)3\rho_b=\omega_b(1+z)^3 and ρc=ωc(1+z)3\rho_c=\omega_c(1+z)^3 in both.
  3. The true neutrinos are standard Fermi–Dirac species with masses mi≥0m_i\ge0 and sum Σtrue\Strue.
  4. The fit is flat Λ\LambdaCDM+Σeff+\Seff with three equal masses Σeff/3\Seff/3, extended antisymmetrically when Σeff<0\Seff<0.
  5. The true model may contain further components XaX_a. They need not be separately conserved, and their densities may be negative. They satisfy the NEC if ∑a(ρa+pa)≥0\sum_a(\rho_a+p_a)\ge0.

Densities are in units in which H2=∑iρiH^2=\sum_i\rho_i with HH in 100 km s−1Mpc−1100\,{\rm km\,s^{-1}Mpc^{-1}}. The redshift range of interest is 0<z<zd0<z<\zd, where zd≈1060\zd\approx1060 is the drag redshift at which baryons decouple from photons. BAO distances are measured in this range, while earlier epochs are fixed by the CMB. The proofs below do not use the upper limit.

Comparing the two models through (1) gives the following identity.

Lemma 1. Under assumptions 1–5, suppose Htrue=HfitH_{\rm true}=H_{\rm fit} on an open interval II. Define the neutrino deficit

Δ(z)≡∑i=13j(mi;T(z))−3 ȷ~(Σeff/3;T(z)),\Delta(z)\equiv\sum_{i=1}^3 j\big(m_i;T(z)\big)-3\,\tilde\jmath\big(\Seff/3;T(z)\big),

the true neutrinos’ ρ+p\rho+p minus that of the fitted neutrinos. Then ∑a(ρa+pa)(z)=−Δ(z)\sum_a(\rho_a+p_a)(z)=-\Delta(z) for every z∈Iz\in I.

Proof. By (1) the two models have equal total ρ+p\rho+p on II. The fit contains baryons, CDM, photons, its neutrinos and Λ\Lambda, for which ρ+p=0\rho+p=0. The true model contains baryons, CDM, photons, its neutrinos and the XaX_a. By assumption 2 the baryon, CDM and photon terms coincide and cancel.

The extra components violate the NEC exactly when Δ>0\Delta>0, that is, when the true neutrinos carry more ρ+p\rho+p than the fitted ones. Two properties of jj determine the sign of Δ\Delta: monotonicity, which handles a fitted sum that is too small, and convexity, which handles unequal true masses compared with equal fitted ones.

Lemma 2. At every T>0T>0, jj is strictly increasing and strictly convex on m≥0m\ge0, and ȷ~\tilde\jmath is strictly increasing on m≤0m\le0.

Proof. Differentiation under the integral sign is justified by the exponential decay of ff. Since ∂mE=m/E\partial_mE=m/E,

∂mj=∫mE(1−q23E2)f,\partial_mj=\int\frac{m}{E}\Big(1-\frac{q^2}{3E^2}\Big)f,

which is positive for m>0m>0 because q2<E2q^2<E^2. Using ∂m(m/E)=q2/E3\partial_m(m/E)=q^2/E^3 and ∂m(q2m/3E3)=q2/3E3−q2m2/E5\partial_m(q^2m/3E^3)=q^2/3E^3-q^2m^2/E^5,

∂m2j=∫(23q2E3+q2m2E5)f=∫q2(2q2+5m2)3E5 f>0,\partial_m^2j=\int\Big(\frac23\frac{q^2}{E^3}+\frac{q^2m^2}{E^5}\Big)f=\int\frac{q^2(2q^2+5m^2)}{3E^5}\,f>0,

including at m=0m=0, where the integrand is 23q−1f\tfrac23q^{-1}f against the measure q2 dqq^2\,dq. For m<0m<0, ȷ~ ′(m)=j′(∣m∣)>0\tilde\jmath\,'(m)=j'(\lvert m\rvert)>0.

Theorem. Under assumptions 1–5, if Htrue=HfitH_{\rm true}=H_{\rm fit} on an open interval II and Σeff<Σtrue\Seff<\Strue, then ∑a(ρa+pa)<0\sum_a(\rho_a+p_a)<0 at every z∈Iz\in I. The extra components violate the NEC throughout II.

Proof. By Lemma 1 it suffices to show Δ(z)>0\Delta(z)>0 for each z∈Iz\in I. Fix zz, and hence TT. If 0≤Σeff<Σtrue0\le\Seff<\Strue, monotonicity gives 3j(Σeff/3)<3j(Σtrue/3)3j(\Seff/3)<3j(\Strue/3), and convexity with Jensen’s inequality gives 3j(Σtrue/3)≤∑ij(mi)3j(\Strue/3)\le\sum_ij(m_i). If Σeff<0\Seff<0, monotonicity of ȷ~\tilde\jmath gives 3ȷ~(Σeff/3)<3j(0)≤∑ij(mi)3\tilde\jmath(\Seff/3)<3j(0)\le\sum_ij(m_i), where the last step uses mi≥0m_i\ge0.

The conclusion holds pointwise in zz, and it does not require the extra components to be separately conserved, since only their total ρ+p\rho+p enters. If they are separately conserved, each satisfies dρa/dz=3(ρa+pa)/(1+z)d\rho_a/dz=3(\rho_a+p_a)/(1+z), so their total density decreases with redshift: it grows as the universe expands, as phantom dark energy does. At low redshift, z≲1z\lesssim1, where the neutrinos are non-relativistic, it is approximately ρX=C−(Σtrue−Σeff) n1(z)\rho_X=C-(\Strue-\Seff)\,n_1(z) for a constant CC: a cosmological constant minus the missing neutrino rest mass. The neglected terms, mainly the radiation density of the massless species, are about 0.02(1+z)0.02(1+z) times (Σtrue−Σeff) n1(\Strue-\Seff)\,n_1.

4. Relaxing the assumptions

Matter that ceases to be matter

The second half of assumption 2 states that the cold matter the CMB measures at recombination is the same stable CDM that is present today. Suppose instead that the fit’s CDM density is ωc+δ\omega_c+\delta while the true stable CDM density is ωc\omega_c. The fit then contains an additional dust term δ(1+z)3\delta(1+z)^3, whose ρ+p\rho+p is also δ(1+z)3\delta(1+z)^3, and Lemma 1 becomes ∑a(ρa+pa)=δ(1+z)3−Δ(z)\sum_a(\rho_a+p_a)=\delta(1+z)^3-\Delta(z).

Corollary. Under assumptions 1, 3, 4, 5, and assumption 2 with ωcfit=ωc+δ\omega_c^{\rm fit}=\omega_c+\delta, there exists a true model whose extra components obey the NEC and which reproduces HfitH_{\rm fit} on II if and only if

δ  ≥  δmin⁡≡sup⁡z∈IΔ(z)(1+z)3.(3)\delta\;\ge\;\delta_{\min}\equiv\sup_{z\in I}\frac{\Delta(z)}{(1+z)^3}. \tag{3}

Proof. Necessity follows from the identity above. For sufficiency, take a single separately conserved fluid with ρX=ρΛ+δ(1+z)3+ρνfit−ρνtrue\rho_X=\rho_\Lambda+\delta(1+z)^3+\rho_\nu^{\rm fit}-\rho_\nu^{\rm true}, whose ρ+p\rho+p is δ(1+z)3−Δ≥0\delta(1+z)^3-\Delta\ge0.

For a minimal normal-ordering spectrum, m=(0, 8.614, 50.150) meVm=(0,\ 8.614,\ 50.150)\meV with Σtrue=58.76 meV\Strue=58.76\meV, and I=(0,zd)I=(0,\zd):

Σeff\Seff (eV) 0 −0.05 −0.10 −0.20
δmin⁡\delta_{\min} 6.2×10−46.2\times10^{-4} 1.13×10−31.13\times10^{-3} 1.67×10−31.67\times10^{-3} 2.74×10−32.74\times10^{-3}
(Σtrue−Σeff)/93.14 eV(\Strue-\Seff)/93.14\eV 6.3×10−46.3\times10^{-4} 1.17×10−31.17\times10^{-3} 1.70×10−31.70\times10^{-3} 2.78×10−32.78\times10^{-3}

The second row is the missing neutrino rest mass in ω\omega units, a late-time estimate that agrees with the exact value to within 1–3% for Σeff≤0\Seff\le0. At Σeff=−0.10 eV\Seff=-0.10\eV the required δ\delta is about 1.4 times the Planck uncertainty on ωc\omega_c, which is approximately 0.00120.0012. A shift of this size in a fitted ωc\omega_c would be unremarkable; here, however, δ\delta must be physical matter that clusters at recombination and later ceases to be matter.

The following fluid has exactly this property.

Definition. For μ>0\mu>0, let

Xμ(z)≡ρ(0;z)+μ n1(z)−ρ(μ;z),(4)X_\mu(z)\equiv\rho(0;z)+\mu\,n_1(z)-\rho(\mu;z), \tag{4}

the density of a massless neutrino, plus the rest-mass density of a species of mass μ\mu, minus the density of a neutrino of mass μ\mu.

Proposition 1. As a separately conserved perfect fluid, XμX_\mu is non-negative and non-decreasing in zz, and it satisfies the null, weak and dominant energy conditions, with 0≤w≤130\le w\le\tfrac13. It behaves as dust (Xμ≃μn1X_\mu\simeq\mu n_1) for T≫μT\gg\mu and as radiation (Xμ→ρ(0)X_\mu\to\rho(0)) for T≪μT\ll\mu.

Proof. Each term in (4) is separately conserved, so the pressure is pX=p(0)−p(μ)p_X=p(0)-p(\mu). Change to comoving momentum qq, so that f=(eq/Tν0+1)−1f=(e^{q/T_{\nu0}}+1)^{-1} is independent of zz, and let x=μax=\mu a with a=1/(1+z)a=1/(1+z). Then Xμ=a−4g(x)X_\mu=a^{-4}g(x), where

g(x)=1π2∫0∞f q2[q+x−q2+x2] dq  ≥  0,g(x)=\frac{1}{\pi^2}\int_0^\infty f\,q^2\big[q+x-\sqrt{q^2+x^2}\big]\,dq\;\ge\;0,

because q2+x2≤q+x\sqrt{q^2+x^2}\le q+x. Monotonicity, dXμ/da≤0dX_\mu/da\le0, is equivalent to x g′(x)≤4g(x)x\,g'(x)\le4g(x). This holds if it holds for each integrand, that is, if x(1−x/q2+x2)≤4(q+x−q2+x2)x\big(1-x/\sqrt{q^2+x^2}\big)\le4\big(q+x-\sqrt{q^2+x^2}\big). Rearranged, the condition is 4q2+3x2≤(4q+3x)q2+x24q^2+3x^2\le(4q+3x)\sqrt{q^2+x^2}; both sides are positive, and the inequality follows from

(4q+3x)2(q2+x2)−(4q2+3x2)2=q2x2+24q3x+24qx3  ≥  0.(4q+3x)^2(q^2+x^2)-(4q^2+3x^2)^2=q^2x^2+24q^3x+24qx^3\;\ge\;0.

The continuity equation then gives ρX+pX=13(1+z) dXμ/dz≥0\rho_X+p_X=\tfrac13(1+z)\,dX_\mu/dz\ge0. Next, p(μ)=∫q23Ef≤∫q3f=p(0)p(\mu)=\int\tfrac{q^2}{3E}f\le\int\tfrac q3f=p(0), so pX≥0p_X\ge0. Finally, pX≤Xμ/3p_X\le X_\mu/3 is equivalent to ρ(μ)−3p(μ)=∫μ2Ef≤μn1\rho(\mu)-3p(\mu)=\int\tfrac{\mu^2}{E}f\le\mu n_1, which holds because E≥μE\ge\mu.

Consider a true model with stable CDM ωc\omega_c, minimal normal-ordering neutrinos and X=∑iXmi+3X∣Σeff∣/3X=\sum_iX_{m_i}+3X_{\lvert\Seff\rvert/3}, and a fit with three masses Σeff/3<0\Seff/3<0 and ωcfit=ωc+(Σtrue+∣Σeff∣) n1(0)\omega_c^{\rm fit}=\omega_c+(\Strue+\lvert\Seff\rvert)\,n_1(0). Omitting the baryons, photons and Λ\Lambda common to both, the neutrinos and XX of the true model sum to

∑i[ρ(mi)+Xmi]+3X∣Σeff∣/3=[3ρ(0)+Σtruen1]+[3ρ(0)+∣Σeff∣n1−3ρ(∣Σeff∣/3)],\sum_i\big[\rho(m_i)+X_{m_i}\big]+3X_{\lvert\Seff\rvert/3}=\big[3\rho(0)+\Strue n_1\big]+\big[3\rho(0)+\lvert\Seff\rvert n_1-3\rho(\lvert\Seff\rvert/3)\big],

while the neutrinos and additional CDM of the fit sum to [6ρ(0)−3ρ(∣Σeff∣/3)]+(Σtrue+∣Σeff∣) n1\big[6\rho(0)-3\rho(\lvert\Seff\rvert/3)\big]+(\Strue+\lvert\Seff\rvert)\,n_1. The two are equal at every redshift. Hence H(z)H(z) and the sound horizon rdr_d coincide exactly, for any Σeff<0\Seff<0, and so does the CMB acoustic angle θ∗=rs/DM(z∗)\theta_\ast=r_s/D_M(z_\ast), where rsr_s is the sound horizon at recombination, z∗≈1090z_\ast\approx1090 (distinct from rdr_d at zd\zd). For Σeff=−0.10 eV\Seff=-0.10\eV, XX amounts to about 1.1% of the matter density at zd\zd.

The background identity is exact. Whether a CMB analysis would return ωcfit\omega_c^{\rm fit} for this true model is a separate, approximate question. In the construction the fit’s excess is δ=(Σtrue+∣Σeff∣) n1(0)\delta=(\Strue+\lvert\Seff\rvert)\,n_1(0), which is 1.70×10−31.70\times10^{-3} at Σeff=−0.10 eV\Seff=-0.10\eV (the second row of the table above). At zd\zd the actual density of XX equals 92–96% of this rest-mass density for −0.20 eV≤Σeff≤−0.05 eV-0.20\eV\le\Seff\le-0.05\eV, and 95.3% at Σeff=−0.10 eV\Seff=-0.10\eV. If the CMB measures the density of XX as clustering matter, it infers an excess of 1.63×10−31.63\times10^{-3}, slightly below δmin⁡=1.67×10−3\delta_{\min}=1.67\times10^{-3}. By (3), a fit with that excess has no exact NEC-respecting mimic. Under this reading the construction reproduces the expansion history exactly but the combined CMB and BAO fit only approximately.

XμX_\mu describes matter that converts into radiation on the same schedule on which a neutrino of mass μ\mu becomes non-relativistic, run in reverse. At the level of the background it is the exact form of the decaying dark matter of Lynch and Knox, whose decay rate tracks the neutrino transition [Lynch–Knox]. It satisfies every energy condition and violates only assumption 2, since part of what the CMB counts as CDM is not stable.

The fit’s mass convention

Assumption 4, that the fit uses three equal masses, also matters, although only at a level far below observational resolution. Suppose instead that the fit places all its mass in one species and leaves two massless. At z=0z=0 a massless species has j(m=0;Tν0)=43ρ(m=0;Tν0)j(m{=}0;T_{\nu0})=\tfrac43\rho(m{=}0;T_{\nu0}), and ρ(0)/n1=7π4T/(180ζ(3))≈3.15 T\rho(0)/n_1=7\pi^4T/(180\zeta(3))\approx3.15\,T, so j(m=0;Tν0)≈4.20 n1Tν0j(m{=}0;T_{\nu0})\approx4.20\,n_1T_{\nu0}, whereas a non-relativistic species has j≈m n1j\approx m\,n_1. Where the true model has a non-relativistic species and the fit a massless one, Δ\Delta at z=0z=0 is positive only if Σtrue−Σeff\Strue-\Seff exceeds approximately 4.20 Tν0≈0.71 meV4.20\,T_{\nu0}\approx0.71\meV. For a minimal normal-ordering truth the threshold evaluates numerically to 0.67 meV0.67\meV. Below it, Δ<0\Delta<0 at every redshift (the supremum of Δ\Delta is approached as z→0z\to0), so the fluid used in the proof of the Corollary, with δ=0\delta=0, reproduces the fit while respecting the NEC.

In the other direction the theorem extends beyond its stated form. The proof applies to any non-negative fit split that can be raised species by species to a spectrum of total mass Σtrue\Strue that is majorised by the true spectrum, meaning the true masses are at least as unequal. Karamata’s inequality then replaces Jensen’s.

Curvature

Suppose flatness is dropped and only H(z)H(z) is matched. Curvature acts as a fluid with w=−13w=-\tfrac13 and adds (ρ+p)K=23ωK(1+z)2(\rho+p)_K=\tfrac23\omega_K(1+z)^2 to the identity of Lemma 1, where ωK=ΩKh2\omega_K=\Omega_Kh^2 and ΩK>0\Omega_K>0 corresponds to an open universe.

  • For open curvature the additional term is non-negative and the theorem holds unchanged.
  • If H(z)H(z) is matched at all redshifts and θ∗\theta_\ast is matched as well, the premise cannot be satisfied with ΩK≠0\Omega_K\ne0. Equal HH at all redshifts gives the same rsr_s and the same comoving distance χ∗\chi_\ast to recombination, but with curvature the transverse distance DM(z∗)D_M(z_\ast) differs from χ∗\chi_\ast.
  • For closed curvature with θ∗\theta_\ast free, an NEC-respecting mimic requires ∣ωK∣≥sup⁡z32Δ(z)/(1+z)2\lvert\omega_K\rvert\ge\sup_z\tfrac32\Delta(z)/(1+z)^2, with the supremum attained at zd\zd. With h=0.68h=0.68 this gives ∣ΩK∣≥0.056, 0.072, 0.081, 0.19\lvert\Omega_K\rvert\ge0.056,\ 0.072,\ 0.081,\ 0.19 for Σeff=0.0488\Seff=0.0488 (10 meV below Σtrue\Strue), 0.030.03, 00 and −0.10 eV-0.10\eV. These values are compatible with the primary CMB alone, which prefers ΩK=−0.044−0.015+0.018\Omega_K=-0.044^{+0.018}_{-0.015} [Planck 2018], but are excluded once CMB lensing or BAO are included.

Curvature thus produces an exact mimic only if it is closed and larger than about 0.050.05 in magnitude (0.080.08 or more for Σeff≤0\Seff\le0). Its effect on the fitted mass sum through the BAO distances is nonetheless large, as section 6 shows.

5. The floor under DESI DR2 weights

Data do not require an exact match of H(z)H(z), only an acceptable fit to a finite set of BAO measurements. We now ask how low the fitted mass sum can be when the true model contains only NEC-respecting extra components.

We define ΣeffBAO\SBAO as the best-fit Σeff\Seff when flat Λ\LambdaCDM+Σeff+\Seff is fitted to BAO data together with a compressed CMB prior, without CMB lensing. The BAO data are the 13 DESI DR2 measurements of DM/rdD_M/r_d, DH/rdD_H/r_d and DV/rdD_V/r_d, with their covariance [DESI DR2]; here DH=c/HD_H=c/H, DMD_M is the transverse comoving distance, and DV=(zDM2DH)1/3D_V=(zD_M^2D_H)^{1/3}. The compressed prior is an uncorrelated Gaussian on (θ∗,ωb,ωc)(\theta_\ast,\omega_b,\omega_c) with Planck-level uncertainties, in place of the full Planck likelihood. The recombination redshift and rdr_d are taken from standard fitting formulae (Hu–Sugiyama and Aubourg et al., respectively); a variant integrates rdr_d directly. Neutrinos are treated with exact Fermi–Dirac thermodynamics. The fitted parameters are (ωb,ωc,h,Σeff)(\omega_b,\omega_c,h,\Seff), with three equal masses. The true model has minimal normal ordering, Σtrue=0.0588 eV\Strue=0.0588\eV, and the fit is to noiseless mock data generated from it, so that any shift in ΣeffBAO\SBAO comes from the model.

An uncoupled NEC-respecting component has ρ(z)\rho(z) non-decreasing in zz. It is a non-negative superposition of downward steps,

ρX(z)=ρX(0)+∫Θ(z−z′) dλ(z′),dλ≥0,\rho_X(z)=\rho_X(0)+\int\Theta(z-z')\,d\lambda(z'),\qquad d\lambda\ge0,

with Θ\Theta the unit step function. To first order the fitted mass sum responds as ΣeffBAO=ΣeffBAO[ΛCDM]+∫K(z′) dλ(z′)\SBAO=\SBAO[\Lambda{\rm CDM}]+\int\mathcal K(z')\,d\lambda(z'), where the kernel K(z′)\mathcal K(z') is the change in ΣeffBAO\SBAO per unit step at z′z'. Where K≥0\mathcal K\ge0, every such history raises the fitted mass sum.

We find K≥0\mathcal K\ge0 on two independent grids of 21 and 143 points spanning 0.005≤z′≤3000.005\le z'\le300. At higher redshift the kernel decreases through zero and becomes negative. With steps measured in units of the matter density at zd\zd:

step redshift z′z' 300 400 600 800 1000
K\mathcal K, Aubourg rdr_d (eV) +5.06 −0.06 −2.17 −2.57 −2.69
K\mathcal K, integrated rdr_d (eV) +6.08 +0.93 −1.21 −1.61 −1.73

For comparison, K(200)=+30.9 eV\mathcal K(200)=+30.9\eV with the Aubourg formula.

Numerical result. In the setup above, let the true model be minimal normal ordering plus extra components that are separately conserved with ρ+p≥0\rho+p\ge0 and constant for z≥zdz\ge\zd, so that the early universe is unchanged. Let ε≡[ρX(zd)−ρX(300)]/ρm(zd)\varepsilon\equiv[\rho_X(\zd)-\rho_X(300)]/\rho_m(\zd) be the drop in the extra density between z=zdz=\zd and z=300z=300, in units of the matter density at zd\zd. Then, to first order in ε\varepsilon,

ΣeffBAO  ≥  0.0638 eV−κ ε,\SBAO\;\ge\;0.0638\eV-\kappa\,\varepsilon,

where κ≈1.7 eV\kappa\approx1.7\eV (integrated rdr_d) to 2.7 eV2.7\eV (Aubourg rdr_d) is the magnitude of the kernel near z′=1000z'=1000. For an extra sector that is constant above z≈300z\approx300, ΣeffBAO≥0.0638 eV\SBAO\ge0.0638\eV, the value obtained for Λ\LambdaCDM itself.

The floor exceeds the true value 0.0588 eV0.0588\eV by 5.0 meV5.0\meV because the fit imposes three equal masses on a hierarchical spectrum; a fit with the true spectrum gives 0.0588 eV0.0588\eV. Beyond first order, we searched over single steps of up to three times the critical density, random histories of two to five steps, and binned NEC equations of state w(z)w(z), and minimised directly. No value below the floor appears; the minimum, 0.06377 eV0.06377\eV, occurs at w≡−1w\equiv-1, that is, for Λ\LambdaCDM.

Applied to the DR2 measurements themselves, the same setup gives ΣeffBAO=−0.153±0.077 eV\SBAO=-0.153\pm0.077\eV, about 2.8σ2.8\sigma below the floor for Gaussian errors.

At higher redshift the floor can be crossed without violating the NEC. A step ρX=ρΛ+ε ρm(zd) Θ(z−800)\rho_X=\rho_\Lambda+\varepsilon\,\rho_m(\zd)\,\Theta(z-800), such as a scalar field frozen until z≈800z\approx800 and then released into kinetic-energy domination would produce, gives ΣeffBAO=0.048 eV\SBAO=0.048\eV (integrated rdr_d) or 0.038 eV0.038\eV (Aubourg rdr_d) at ε=0.01\varepsilon=0.01. We have not tested whether an early component of this shape and size is compatible with the full Planck spectra.

The floor depends on DR2’s balance of DMD_M and DHD_H: with the DHD_H measurements alone, the kernel is negative for steps below their redshifts, so data weighted differently could fall below it. It also depends on the true spectrum. The result is stated for minimal normal ordering; for Σtrue=0\Strue=0 the floor is trivially zero, and we have checked numerically, but not proved, that ΣeffBAO[ΛCDM]\SBAO[\Lambda{\rm CDM}] increases with Σtrue\Strue. The compressed likelihood adds a systematic uncertainty of approximately ±3 meV\pm3\meV.

6. Curvature and the BAO distances

Section 4 showed that curvature reproduces H(z)H(z) exactly only for closed values excluded by lensing and BAO. BAO, however, also measure DMD_M, which for open curvature is

DM=cH0ΩKsinh⁡ ⁣(ΩK H0c χ),χ=∫0zc dz′H(z′).D_M=\frac{c}{H_0\sqrt{\Omega_K}}\sinh\!\Big(\sqrt{\Omega_K}\,\frac{H_0}{c}\,\chi\Big),\qquad \chi=\int_0^z\frac{c\,dz'}{H(z')}.

A flat fit cannot absorb the sinh⁡\sinh into H(z)H(z). Consider a curved Λ\LambdaCDM truth with ωb\omega_b, ωb+ωc\omega_b+\omega_c, θ∗\theta_\ast and rdr_d held fixed, fitted with flat Λ\LambdaCDM+Σeff+\Seff:

ΩK\Omega_K −0.002 −0.001 −0.0005 0 +0.0005 +0.001 +0.002
ΣeffBAO\SBAO (eV) +0.187 +0.127 +0.096 +0.064 +0.030 −0.018 −0.090

The slope at ΩK=0\Omega_K=0 is dΣeffBAO/dΩK≈−65 eVd\SBAO/d\Omega_K\approx-65\eV: symmetric differences with steps 10−410^{-4} and 5×10−45\times10^{-4} give −65.2-65.2 and −65.5 eV-65.5\eV. A step of 10−310^{-3} gives −72 eV-72\eV because it crosses ΣeffBAO=0\SBAO=0, where the antisymmetric extension has a kink. The effect comes entirely from the sinh⁡\sinh. Including the same ΩK\Omega_K in a flat H(z)H(z) as a fluid with w=−13w=-\tfrac13 instead raises ΣeffBAO\SBAO, consistent with the positive kernel of section 5.

DESI DR2 combined with the CMB gives ΩK=+0.0023±0.0011\Omega_K=+0.0023\pm0.0011 [DESI DR2], which corresponds to ΣeffBAO≈−0.11 eV\SBAO\approx-0.11\eV. Open curvature about 2σ2\sigma from flat accounts for most of the DR2 BAO-channel value without any violation of an energy condition, as also noted by Graham, Green and Meyers [GGM].

7. Discussion

The DR2 value ΣeffBAO=−0.153±0.077 eV\SBAO=-0.153\pm0.077\eV lies about 2.8σ2.8\sigma below the floor of section 5. In the setup of that section, the cases studied produce a value below the floor only by relaxing one of the hypotheses of the numerical result: through violation of the NEC; decay or conversion, after recombination, of part of the CDM measured by the CMB, or energy exchange between dark matter and dark energy; open spatial curvature; a change to the expansion history between z≈300z\approx300 and recombination, or to rdr_d; or data weighted towards DHD_H more heavily than DR2. The results do not discriminate among these possibilities.

The results constrain which dark sectors can make a Λ\LambdaCDM+Σeff+\Seff fit return a value below the true mass sum; they say nothing about the true masses themselves. The numerical results of sections 5 and 6 rest on noiseless mock data, a compressed CMB prior and fitting formulae, not on the full Planck and DESI likelihoods. An exact background mimic also leaves the lensing channel undetermined, since lensing depends on how the extra sector clusters. For decaying dark matter, Graham, Green and Meyers argue that the clustering-inferred mass sum moves in the opposite direction to the BAO-inferred one [GGM]. Whether an opposite response of the two channels holds for NEC-respecting sectors in general is open.

References

  1. DESI Collaboration, “DESI DR2 results II: baryon acoustic oscillations and cosmological constraints,” arXiv:2503.14738.
  2. DESI Collaboration, “Constraints on neutrino physics from DESI DR2 BAO and DR1 full shape,” arXiv:2503.14744.
  3. Graham, Green, Meyers, arXiv:2508.20999.
  4. Lynch, Knox, arXiv:2503.14470.
  5. Craig, Green, Meyers, Rajendran, “No νs is good news,” arXiv:2405.00836.
  6. Elbers et al., “Negative neutrino masses as a mirage of dark energy,” arXiv:2407.10965.
  7. Planck Collaboration, “Planck 2018 results. VI. Cosmological parameters,” arXiv:1807.06209.
  8. Green, Meyers, “The cosmological preference for negative neutrino mass,” arXiv:2407.07878.