REVIEW 3 major objections 4 minor 44 references
Unimodular diffusion of matter into an effective cosmological constant shows a mid-history transition and slight preference over flat ΛCDM on latest DESI, DESY5 and Planck data.
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 · grok-4.5
2026-07-14 16:29 UTC pith:ZPOIUDAA
load-bearing objection Solid observational update of unimodular diffusion models on DESY5+DESI DR2+Planck; mild DIC preference for an intermediate transition, but the preferred sign of Δρ_Λ often conflicts with the BH-motivation story and H0 is barely moved. the 3 major comments →
Constraints on unimodular diffusion models with latest observables
The pith
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
Core claim
With Planck 2018 + DESI DR2 + DESY5, both discrete and continuous unimodular diffusion models identify a transition phase at intermediate cosmic times and yield slight evidence relative to ΛCDM according to ΔDIC (especially when curvature is allowed), while remaining non-decisive on the sign of Δ ho_Λ and not significantly alleviating the H0 tension.
What carries the argument
The unimodular continuity equation ρ̇_m + 3H ho_m = −ρ̇_Λ, closed by a three-parameter phenomenological profile for ho_Λ(a) (step or arctan) that encodes the cumulative non-conservation current J, with the transferred energy partitioned between baryons and cold dark matter in proportion to their present abundances.
Load-bearing premise
That a simple three-parameter step or arctan form for the effective cosmological-constant density, with matter split only by present-day abundance ratios, adequately captures the cumulative diffusion current from black-hole spin, spontaneous collapse or granular friction.
What would settle it
A joint analysis that freezes the diffusion parameters to zero and recovers a statistically worse DIC, or an independent measurement of the black-hole mass-spin density that cannot supply the energy budget implied by a positive Δ ho_Λ of the preferred magnitude.
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. The paper updates constraints on unimodular-gravity diffusion models in which a time-dependent effective cosmological constant arises from non-conservation of the energy-momentum tensor (current J). Two phenomenological forms for ρ_Λ(a) are implemented in CLASS—a discrete step (Eq. 2.2) and a continuous arctan (Eq. 2.5)—with the diffused energy partitioned between baryons and CDM proportionally to present-day abundances (Eqs. 2.18–2.19). Using Planck 2018 TT/TE/EE+lensing, DESI DR2 BAO and DESY5 supernovae, the authors report an intermediate-time transition (a* ~ 0.2–0.4), non-decisive preference for the sign of Δρ_Λ, a mild ΔDIC preference over flat ΛCDM (especially when curvature is free), and only a modest upward shift in H0 that does not resolve the Hubble tension. They interpret the results as encouraging for refined modeling of black-hole–granularity or CSL diffusion within unimodular gravity.
Significance. If the intermediate-time transition and mild DIC preference survive more rigorous model comparison and a better-motivated J(t), the work would supply a concrete, observationally constrained realization of dynamical dark energy that simultaneously addresses the vacuum-energy problem of unimodular gravity. The implementation in CLASS, the public-data MCMC pipeline, the individual-probe consistency checks (Appendix A), and the explicit energy-budget comparison with local black-hole density are strengths that make the constraints reusable. Even a null or negative result on the sign of Δρ_Λ would still be useful for ruling out simple BH-spin diffusion scenarios.
major comments (3)
- [§3.3, Table 4] Table 4 and §3.3: BIC strongly disfavors both UG models (ΔBIC ~ +25–30), DIC mildly favors them (especially with curvature), and the text then elevates AIC as “most balanced” after noting that DIC’s Gaussian-unimodal assumptions are only partially satisfied. This selective ranking is load-bearing for the abstract’s claim of “slight evidence imes relative to ΛCDM according to the ΔDIC criterion.” A more robust comparison (nested Bayesian evidence, or at least a clear statement that no criterion yields decisive preference) is required before the mild DIC numbers can be advertised as evidence.
- [§4, Tables 2–3] Tables 2–3 and §4: unconstrained posteriors prefer Δρ_Λ < 0 (continuous flat: −0.0159 ± 0.0349; with curvature: −0.0339 ± 0.0473), opposite to the energy-transfer direction required by the black-hole spin-diffusion mechanism that motivates the model (Eqs. 1.4–1.5, 3.1). The positive-prior run still implies an energy density ~1.69 × 10^9 M_⊙ Mpc^−3, orders of magnitude above the observed local BH mass density. The paper flags both issues yet continues to present refined BH modeling as a “viable route” for H0. Either the physical interpretation must be restricted to mechanisms that allow negative J (e.g., CSL), or the conclusions must be rewritten to reflect that the data do not support the original BH-diffusion picture.
- [§2.1–2.2, §4] Eqs. 2.2, 2.5, 2.18–2.19 and the discussion in §1 and §4: the three-parameter step/arctan forms plus the proportional partition α = Ω_b/(Ω_b+Ω_c) are treated as adequate proxies for the cumulative current J arising from BH–granularity friction, CSL or particle diffusion. The paper itself notes that a realistic f_BH(M,J) is unavailable and that the energy budget is problematic. Because the reported intermediate-time transition and the ΔDIC values rest on these proxies, their adequacy needs either a quantitative justification (e.g., matching to a toy BH population) or an explicit caveat that the results are purely phenomenological and do not yet test the underlying microphysics.
minor comments (4)
- [§2.1, Fig. 1] Figure 1 caption and §2.1: the discrete-model parameters are labeled Δρ, a*, δ, ρ_Λ0, yet later text and Table 1 use Δρ_Λ ≡ (8πG/3)Δρ/100^{2}. A single consistent definition should be stated at first appearance.
- [§2.2, Table 1] §2.2: the continuous model switches the prior domain of δ to [0.002,1] because “no unique mapping exists.” A short quantitative statement of the approximate correspondence (e.g., δ_cont ≈ δ_disc/10 for abrupt transitions) would help readers compare the two posteriors in Fig. 5.
- [Appendix B] Appendix B: the claim that conventional ω0–ωa parametrizations “fail to capture” the UG models is left qualitative. A brief plot or table of the effective w(a) reconstructed from the best-fit continuous/discrete solutions would make the comparison concrete.
- [Throughout] Typographical: “Continous” appears repeatedly (Figs. 3–5, Table 2, etc.); “unimodular” is occasionally capitalized inconsistently; Eq. (2.7) line-breaking makes the arctan argument hard to parse.
Circularity Check
No significant circularity: phenomenological step/arctan forms for ρ_Λ are chosen a priori, then constrained by external data in ordinary MCMC inference; self-citations supply only the UG motivation.
specific steps
-
self citation load bearing
[§1 (Introduction) and §2.1 (Discrete model)]
"In [2], such a violation of energy conservation was studied as a diffusion mechanism affecting matter (dark and baryonic), leading to an effective dark energy component within the framework of unimodular gravity. ... The discrete model parametrization (see figure 1) considers a proposed expression for ρ_Λ of the form [eq. 2.2]"
The discrete model and the broader UG-diffusion interpretation are taken from prior work by overlapping authors. This is only motivational scaffolding; the present paper’s new continuous model, the MCMC constraints, and the ΔDIC values are computed afresh against external data and do not reduce to the citation.
full rationale
The derivation chain is: UG continuity equation (1.3) + phenomenological ansatz for ρ_Λ(a) (discrete step eq. 2.2 or continuous arctan eq. 2.5) → analytic ρ_b, ρ_c via proportional partition (eqs. 2.3–2.4, 2.15–2.16, 2.18–2.19) → CLASS implementation → MCMC fit of free parameters (a*, δ, Δρ_Λ plus standard cosmology) to independent Planck 2018 + DESI DR2 + DESY5 likelihoods → report posteriors and ΔDIC/AIC/BIC vs ΛCDM. Nothing is forced by construction: the functional forms are not derived from the data, the sign of Δρ_Λ is left free (and often prefers the “wrong” sign), and the information criteria are computed from the actual posterior samples. Self-citations ([2], [15–19]) justify the theoretical setup and the original discrete model but do not enter the likelihood or uniqueness claims; the observational results stand independently. Minor self-citation for motivation is normal and non-load-bearing, yielding score 1 rather than 0. Weaknesses (energy budget vs local BH density, negative mean Δρ_Λ) are assumption/correctness issues, not circularity.
Axiom & Free-Parameter Ledger
free parameters (5)
- Δρ_Λ (diffusion amplitude) =
continuous flat mean −0.0159±0.0349; discrete ~0.0001±0.084
- a* (transition midpoint scale factor) =
continuous flat mean 0.393±0.279; discrete 0.223±0.192
- δ (transition width) =
continuous flat mean 0.527±0.301; discrete 0.435±0.274
- Ω_k (spatial curvature, extended run) =
mean 0.0028±0.0013
- α = Ω_b/(Ω_b+Ω_c) partition of diffusion =
set by Ω_b, Ω_c
axioms (5)
- domain assumption Unimodular gravity field equations with effective Λ(x)=Λ0+∫J, reducing to Friedmann and continuity equations (1.2)–(1.3).
- domain assumption Homogeneous isotropic FLRW cosmology with only non-relativistic matter participating in diffusion.
- ad hoc to paper ρ_Λ(a) takes the discrete step form (2.2) or continuous arctan form (2.5).
- ad hoc to paper Baryon and CDM densities each receive a share of the integrated diffusion proportional to present Ω_b and Ω_c (eqs. 2.18–2.19).
- standard math Standard statistical model comparison via AIC, BIC, DIC and Burnham–Anderson scale.
invented entities (2)
-
Diffusion current J from BH–granularity friction (and optional CSL/particle channels)
no independent evidence
-
Effective time-dependent cosmological constant as cumulative ∫J
no independent evidence
read the original abstract
Cosmological models incorporating a time-dependent equation of state have recently been explored \cite{DESI:2025fii}, showing a preference for a dynamical dark energy component. In this work, we investigate a scenario in which an effective, time-dependent cosmological constant arises as an emergent manifestation of a violation of energy-momentum conservation. In \cite{Landau:2022mhm}, such a violation of energy conservation was studied as a diffusion mechanism affecting matter (dark and baryonic), leading to an effective dark energy component within the framework of unimodular gravity. Here, we present an updated analysis using the more recent Type Ia supernova data set from the Dark Energy Survey (DESY5) and the baryon acoustic oscillation (BAO) measurements from the Dark Energy Spectroscopic Instrument (DESI) Data Release 2 (DR2), along with the CMB temperature, polarization, and lensing data from Planck 2018. Our results identify a transition phase that occurs at intermediate times, with slight evidence in favor of the model relative to the $\Lambda$CDM according to the $\mathrm{\Delta DIC}$ criterion. Interestingly, a non-decisive preference for an evolution corresponding to either a time-decreasing or time-increasing effective cosmological constant is found. However, slightly higher values of $H_0$ favor a time-increasing effective cosmological constant. Although the $H_0$ tension is not significantly alleviated, these results suggest that a more refined modeling of the physics of the diffusion mechanism may offer a viable route toward addressing the current discrepancy in the Hubble expansion rate, while also providing a natural framework for incorporating a dynamical dark energy and addressing the problem of vacuum energy contribution.
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discussion (0)
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