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23 changes: 23 additions & 0 deletions paper2/.gitignore
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# LaTeX build artifacts
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# REVTeX auto-generated notes file (always empty for this note)
gamma_cdm_noteNotes.bib
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258 changes: 258 additions & 0 deletions paper2/gamma_cdm_note.tex
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% A Diagnostic Check on a One-Parameter Matter-Exponent Deformation of LCDM
% B. Shatto, 2026. Standalone two-page diagnostic note.
% House style: revtex4-2 (aps/prd). House rule: no em-dashes.
% Every number quoted here is committed in the lambda-cos repository
% (branch epsilon-family, results commit 69c4604; results/gamma_gate_*).
\documentclass[
aps,
prd,
reprint, % PRD two-column: the standard short-note layout
nofootinbib,
longbibliography
]{revtex4-2}

\usepackage{amsmath}
\usepackage{amssymb}
\usepackage{booktabs}
\usepackage[hidelinks]{hyperref}

\begin{document}

\title{A Diagnostic Check on a One-Parameter\\
Matter-Exponent Deformation of $\Lambda$CDM}

\author{B.~Shatto}
\email{bshatto.pe@gmail.com}
\affiliation{Independent Researcher, St.~Petersburg, FL, USA}

\date{\today}

\begin{abstract}
DESI DR2 baryon acoustic oscillation (BAO) data, combined with Type~Ia
supernovae, have been read within two-parameter equation-of-state
templates as a preference for dynamical dark energy, with a strength that
depends sharply on the supernova catalog. We test a minimal one-parameter
deformation of the flat $\Lambda$CDM expansion history,
$H^2/H_0^2 = \Omega_m (1+z)^{\gamma} + \Omega_\Lambda$ (with $\gamma = 3$
recovering $\Lambda$CDM), not as a candidate cosmology but as a diagnostic
of how sensitive such a preference is to the very-low-redshift supernova
sample. Using Pantheon+ (1701 SNe~Ia with full covariance) and DESI DR2
BAO (13 points), with the design and priors frozen before fitting, the
full supernova vector gives $\gamma < 3$ at $\Delta\chi^2 \approx -8.75$
relative to $\Lambda$CDM. The standard $z > 0.01$ cosmology cut, adopted
in the supernova-systematics literature for peculiar-velocity and
calibration reasons, reduces this to $\Delta\chi^2 \approx -2.97$, and a
$z > 0.1$ cut to $-1.89$. A Savage-Dickey comparison favors $\Lambda$CDM
under both a narrow ($\gamma \in [2,4]$) and a wide ($\gamma \in [0,5]$)
prior ($\Delta\ln Z = -1.09$ and $-2.00$), and the same cut heals a
previously disjoint supernova-only versus BAO-only split. The large
apparent preference is therefore low-redshift driven, leaving a mild
residual ($\hat\gamma \approx 2.90$, $\Delta\chi^2 \approx 3.0$)
consistent in scale with published mild Pantheon+ preferences. We offer it
as a small independent data point for the discussion of low-redshift
supernova systematics.
\end{abstract}

\maketitle

\section{Motivation}\label{sec:intro}

The DESI DR2 BAO measurements~\cite{DESI}, combined with Type~Ia
supernovae and cosmic microwave background priors, have been interpreted
within two-parameter equation-of-state parameterizations as a preference
for dynamical dark energy over a cosmological constant. A now
well-documented feature of that preference is its dependence on the
supernova catalog: it is strongest for the DES five-year sample, weaker
for Union3~\cite{Rubin}, and weakest, below $2\sigma$, for
Pantheon+~\cite{Brout}. Efstathiou~\cite{Efst} traced much of the spread
to an offset of order $0.04$~mag between the low- and high-redshift
distance scales of supernovae common to the DES five-year and Pantheon+
compilations; Huang, Cai, and Wang~\cite{Huang} tied the DESI-era evidence
substantially to the low-redshift sample, which Vincenzi \textit{et
al.}~\cite{Vincenzi} reanalyzed in detail. Chaudhary \textit{et
al.}~\cite{Chaud}, in an independent late-time-only analysis, find a
dataset-dependent preference that stays below $2\sigma$ for Pantheon+ but
rises to $2$--$2.74\sigma$ with Union3 or DES-Dovekie~\cite{Dovekie},
consistent with a Quintom-B direction ($w_0 > -1$, $w_a < 0$).

Against that backdrop we examine a deliberately minimal object: a
one-parameter deformation of the flat $\Lambda$CDM background,
\begin{equation}
\frac{H^2(z)}{H_0^2} = \Omega_m (1+z)^{\gamma} + \Omega_\Lambda,
\qquad \gamma = 3 \ \text{recovers} \ \Lambda\text{CDM}.
\label{eq:model}
\end{equation}
Softening the matter exponent below $\gamma = 3$ reproduces, at the level
of the late-time expansion shape, the same reduced high-redshift growth of
$H^2$ that the two-parameter fits capture as $w_a < 0$. We do not advance
Eq.~(\ref{eq:model}) as a physical cosmology. We use it as a
single-parameter diagnostic: a sharp, low-dimensional instrument for
asking how much of an apparent late-time departure from $\Lambda$CDM lives
in the very-low-redshift supernova sample that the systematics literature
has flagged.

\section{Model, data, and frozen design}\label{sec:design}

The model roster, priors, data selection, and pass/fail thresholds were
fixed in a version-controlled commit before any fitting, and a single
results commit followed; the git history is the audit trail. Constraints
use Pantheon+ (1701 SNe~Ia with the full distance covariance~\cite{Brout})
and DESI DR2 BAO (13 points~\cite{DESI}), with the same integrator,
redshift grid, and nuisance treatment ($M_B$ and $H_0 r_d$ handled
identically across all models) as the pipeline of Ref.~\cite{Pipeline},
which reproduces the flat-$\Lambda$CDM baseline $\chi^2 = 1772.45$ on
these data. Redshift cuts act on the supernova data vector and its
covariance through a single index mask, with rows and columns subselected
together and no re-derivation of the covariance.

The exponent prior is flat on $[2,4]$ (primary; symmetric about
$\Lambda$CDM), with a wider flat $[0,5]$ prior reported for robustness;
$\Omega_m$ is flat on $[0,1]$. For context we fit, in the same pipeline, a
standard two-parameter roster (the $w_0 w_a$CDM/CPL, BA, and JBP
parameterizations, with $w_0 \in [-3,1]$ and $w_a \in [-3,2]$) and, as a
separate diagnostic, a curved $o\Lambda$CDM model. Evidence for the nested
hypothesis $\gamma = 3$ is computed from the exponent posterior by the
Savage-Dickey density ratio, with a bandwidth-scan stability check, under
both frozen priors; following the convention we compare
against~\cite{Chaud}, we read $|\Delta\ln Z| < 1$ as inconclusive and
$1$--$3$ as moderate.

\section{Results}\label{sec:results}

Three counts organize the result: the shipped Pantheon+ vector carries
$N_{\rm all} = 1701$ light curves, of which $N(z>0.01) = 1590$ and
$N(z>0.1) = 960$ survive the two cuts. The 111 supernovae below
$z = 0.01$ are exactly those the published Pantheon+ cosmology analysis
excludes on peculiar-velocity and calibration grounds.

On the full vector the deformation prefers $\gamma < 3$ at
$\Delta\chi^2 = -8.75$ relative to $\Lambda$CDM, for one extra parameter.
The standard $z > 0.01$ cut reduces this to $\Delta\chi^2 = -2.97$; the
$z > 0.1$ stress cut reduces it further to $-1.89$
(Table~\ref{tab:collapse}). After the $z > 0.01$ cut the exponent
posterior is $\hat\gamma = 2.90$ with a $68\%$ interval $[2.836, 2.956]$:
the interval excludes $\gamma = 3$, but the $\chi^2$ improvement no longer
clears the pre-registered $\Delta\chi^2 \le -4$ bar for a
low-redshift-vetted detection.

\begin{table}[t]
\caption{The improvement over $\Lambda$CDM collapses as the low-redshift
supernovae are removed; the pre-registered bar after the $z>0.01$ cut was
$\Delta\chi^2 \le -4$.}
\label{tab:collapse}
\begin{ruledtabular}
\begin{tabular}{lccc}
Sample & $N_{\rm SN}$ & $\Delta\chi^2\,(\gamma\text{-CDM}-\Lambda\text{CDM})$ & $\hat\gamma$ \\
\colrule
full & 1701 & $-8.75$ & $2.82$ \\
$z > 0.01$ & 1590 & $-2.97$ & $2.90$ \\
$z > 0.1$ & \phantom{0}960 & $-1.89$ & $2.90$ \\
\end{tabular}
\end{ruledtabular}
\end{table}

Bayesian model comparison points the same way. The Akaike criterion gives
$\Delta{\rm AIC} = -0.97$ post-cut, short of the $-2$ bar, and the best
member of the two-parameter roster ($w$CDM) reaches only
$\Delta{\rm AIC} \approx -2.1$, so nothing in the roster beats
$\Lambda$CDM after the cut. The Savage-Dickey
ratio favors $\Lambda$CDM under both priors, $\Delta\ln Z = -1.09$
(primary $[2,4]$) and $-2.00$ (robustness $[0,5]$); the wider prior gives
the more conservative reading, since a narrow prior mechanically flatters
the deformation's evidence, and yields a moderate preference for
$\Lambda$CDM. That the posterior excludes $\gamma = 3$ at $68\%$ while the
evidence favors the nested model is the expected prior-volume behavior.

Two further diagnostics complete the picture. First, the supernova-only
and BAO-only exponent preferences, disjoint on the full vector, overlap
once the low-redshift subset is removed: the $68\%$ intervals become
$[2.31, 3.15]$ (supernovae) and $[2.85, 3.02]$ (BAO), so the earlier split
was itself sensitive to the very-low-redshift subset rather than a broad
supernova-versus-BAO conflict. Second, on the full vector the CPL template
image of the deformation lies in the community's direction (a softened
late-time shape, $w_a < 0$); after the $z > 0.01$ cut it flips to
$(w_0, w_a) = (-0.97, +0.36)$, with $w_a > 0$, opposite to the direction
of the two-parameter DESI fits. A curvature check finds $o\Lambda$CDM
capturing only $47\%$ of the deformation's full-vector improvement, below
the $70\%$ flag: curvature is not a substitute for the same shape.

\section{Discussion and conclusion}\label{sec:discussion}

The reconciliation is the main result. On the full Pantheon+ vector the
deformation looked economical, $\Delta\chi^2 \approx 8.75$ for a single
parameter, well above the mild preferences ($\Delta\chi^2 \approx 1.7$--$1.9$,
below $2\sigma$) that published Pantheon+ analyses report for dynamical
dark energy. Almost all of that gap closes in a single cut, and with it the
supernova-versus-BAO split and the template alignment. Stated plainly: The same cut that brings the
analysis into alignment with standard Pantheon+ cosmology practice also
removes most of the apparent soft-exponent signal.

We keep the language conservative: the apparent preference is low-redshift
driven, or equivalently sensitive to the very-low-redshift subset, and the
reader can connect that sensitivity to the peculiar-velocity and
calibration considerations behind the standard $z > 0.01$ cut, examined
for the low-redshift sample by Efstathiou~\cite{Efst}, Huang \textit{et
al.}~\cite{Huang}, and Vincenzi \textit{et al.}~\cite{Vincenzi}.
Lee~\cite{Lee} separately cautions
that CPL-type templates can mislead at high redshift, consistent with the
template sign behavior we recover.

A mild residual survives every cut: $\hat\gamma \approx 2.90$ at
$\Delta\chi^2 \approx 3.0$ after the $z > 0.01$ cut and $\approx 1.9$
after $z > 0.1$, with the evidence still favoring $\Lambda$CDM. It is
consistent in scale with mild Pantheon+ preferences already in the
literature, and worth one sentence rather than a paper. The
one-parameter deformation of Eq.~(\ref{eq:model}) is therefore not
advanced as a cosmology. Its value is as a diagnostic: a
soft-matter-exponent preference here is substantially a property of the
very-low-redshift supernova sample rather than of the late-time expansion
history. We offer it as a small
independent contribution to the ongoing discussion of low-redshift
supernova systematics. \emph{Data availability.} The fitting pipeline is
archived in Ref.~\cite{Pipeline}; the pre-registered design and the
outputs quoted here are recorded in the same analysis repository at
commits 343c9d8 (design) and 69c4604 (\texttt{results/gamma\_gate\_*}).

\begin{thebibliography}{99}

\bibitem{DESI}
DESI Collaboration, arXiv:2503.14738 (2025).

\bibitem{Rubin}
D.~Rubin \textit{et al.},
arXiv:2311.12098 (2023).

\bibitem{Brout}
D.~Brout \textit{et al.},
Astrophys.\ J.\ \textbf{938}, 110 (2022).

\bibitem{Efst}
G.~Efstathiou,
Mon.\ Not.\ R.\ Astron.\ Soc.\ \textbf{538}, 875 (2025).

\bibitem{Huang}
L.~Huang, R.-G.~Cai, and S.-J.~Wang,
arXiv:2502.04212 (2025).

\bibitem{Vincenzi}
M.~Vincenzi \textit{et al.} (DES Collaboration),
arXiv:2501.06664 (2025).

\bibitem{Chaud}
H.~Chaudhary, V.~K.~Sharma, S.~Capozziello, and G.~Mustafa,
arXiv:2510.08339 (2026).

\bibitem{Dovekie}
B.~Popovic \textit{et al.},
arXiv:2506.05471 (2025).

\bibitem{Pipeline}
B.~Shatto, $\Lambda$cos, doi:10.5281/zenodo.19798852 (2026).

\bibitem{Lee}
S.~Lee,
arXiv:2506.18230 (2025).

\end{thebibliography}

\end{document}
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