Informativity Institute · Research brief · 26 October 2026

The LITTLE THINGS dwarf-galaxy test of MQ

Sample provenance, baryonic-source reconstruction, the fixed gravitational law and the statistical distinction between population normalization and radial accuracy.

Archive source-review snapshot: September 27, 2026 · Brief prepared: October 26, 2026
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An external population, with a specific source chain

LITTLE THINGS abbreviates Local Irregulars That Trace Luminosity Extremes, The H I Nearby Galaxy Survey. It centers on Very Large Array neutral-hydrogen observations of nearby dwarfs. Oh and collaborators supplied a 26-galaxy rotation-curve and mass-model study; O’Brien and collaborators later published alternative-gravity analyses and figures for 25 systems. The MQ calculation reuses these observational products for a separate comparison. None of those source studies is an MQ replication. [2] [3] [4]

The MQ preprint reports that sample availability and provenance exclusions were fixed before inspecting MQ residuals. Table 1 accounts for the reduction from the 26-galaxy source study to 15 non-SPARC galaxies. This reported residual-blind screening is distinct from demonstrating a public preregistration or an independently executed prospective trial. [1]

Table 1: Source-reported selection accounting from 26 systems to 15
Selection stepGalaxies affectedCount
Starting mass-model studyOh and collaborators’ source population26
Missing from the 25-system figure setDDO52−1
Overlap with SPARCDDO154, DDO168, NGC2366−3
Missing required Spitzer stellar contributionDDO43, DDO46, DDO47, F564-V3, Haro29−5
Missing independent SED stellar mass for primary normalizationIC10, Haro36−2
Primary non-SPARC sampleRetained after these stated exclusions15

No exclusion is attributed here to a poor MQ residual. The selection does constrain the population to systems with the required source information. The result therefore concerns this 15-galaxy subset, not every LITTLE THINGS galaxy or a statistically complete census of dwarf galaxies. [1]

Recovering the baryonic source rather than inheriting a fitted curve

Observed circular-velocity markers and plotted vertical uncertainties were digitized separately from paired conformal-gravity and MOND panels. The source reports a median absolute difference of 0.15 km/s between the two extractions. This checks extraction consistency; it is not the full velocity uncertainty, an independent observation or a second galaxy sample. [1] [3]

The plotted Newtonian component is not used unchanged as the decisive baryonic input because the alternative-gravity analysis fitted stellar disk masses. The MQ reconstruction evaluates that fitted Freeman-disk contribution from the published mass and scale length, removes it in quadrature from the plotted Newtonian component, and recovers the represented gas contribution. It then builds the stellar term using Oh and collaborators’ SED-based stellar masses. SED means spectral energy distribution. [1] [2] [3]

The resulting source remains a reconstruction. Recovering gas from plotted components and replacing stellar normalization does not turn the inputs into direct force measurements. Distances, inclination, disk geometry, gas distribution, stellar radial templates, pressure support and noncircular motions can affect the source or the inferred circular-speed target. Their provenance and covariance remain necessary. [1]

The fixed local gravitational law

Let 𝑅 denote galactocentric radius in metres, 𝑣New(𝑅) the positive Newtonian circular speed of the reconstructed baryonic source in metres per second, and 𝑔bar(𝑅) the corresponding positive baryonic acceleration in metres per second squared. Equation (1a) is the circular-kinematic conversion. Brief equation labels are distinct from those of the source. [1]

𝑔bar(𝑅)=𝑣New(𝑅)2𝑅(1a)

Let 𝑎MQ denote the MQ characteristic acceleration scale in metres per second squared and 𝜒(𝑅) the dimensionless realization depth. Equation (2b) defines that depth. The reported sample statistics use the original frozen nominal scale 1.20040492178 × 10⁻¹⁰ m s⁻², with no per-galaxy adjustment. [1]

𝜒(𝑅)=𝑔bar(𝑅)𝑎MQ(2b)

Let 𝑃(𝑅) denote the dimensionless realized fraction. Its subdivision-consistent exponential form is Equation (3c), within the stated MQ construction. [1]

𝑃(𝑅)=1−exp(−𝜒(𝑅))(3c)

Let 𝑔real(𝑅) be the realized radial acceleration and 𝑣real(𝑅) its positive circular speed, with the same units as their baryonic counterparts. Equations (4d) and (5e) state the source-to-response conversion for positive baryonic acceleration and scale. [1]

𝑔real(𝑅)=𝑔bar(𝑅)1−exp(−𝑔bar(𝑅)𝑎MQ)(4d)
𝑣real(𝑅)=𝑣New(𝑅)1−exp(−𝑔bar(𝑅)𝑎MQ)(5e)

The same law is applied across the selected galaxies. No galaxy-specific MQ acceleration, halo component or interpolation parameter is fitted to their observed velocities. This does not make the full astrophysical analysis parameter-free. The externally adopted baryonic and kinematic reconstructions contain assumptions and uncertainties. [1]

The current gravity overview reports a slightly revised shared-input acceleration calibration and explicitly keeps the published galaxy statistics under their original nominal value. It does not claim those catalog statistics were rerun. The cosmological normalization is a shared model dependency, so a separate population is not independent of every upstream theoretical input. [5]

What the reported normalization statistic means

The source reports 288 radial comparisons in 15 galaxies. Its galaxy-weighted mean logarithmic predicted-to-observed normalization is −0.00407 dex. In this statistic, logarithmic ratios are summarized within galaxies and the galaxy summaries receive equal weight in the population mean. A galaxy with more digitized radii therefore does not acquire population weight merely by contributing more points. [1]

Exponentiating the rounded mean with base ten gives 0.99067225, consistent with the reported geometric ratio 0.9907. That central ratio is 0.93% below unity. This arithmetic interpretation is not a 0.93% uncertainty or a one-percent accuracy guarantee for every curve.

For the interval, galaxies are resampling blocks. Resampling a galaxy carries its radial comparisons together, rather than pretending the 288 points are independent draws. The reported 95% interval is 0.868–1.130. It spans offsets from unity of −13.2% to +13.0%. It must not be relabeled as a one-standard-deviation error or an uncertainty assigned to each radial speed. [1]

Figure 1 plots the reported ratio and interval directly. It does not reconstruct a bootstrap distribution, which would require the underlying galaxy summaries and resampling procedure.

Figure 1. Reported LITTLE THINGS population normalizationThe galaxy-weighted geometric predicted-to-observed speed ratio is 0.9907. The 95 percent galaxy-block bootstrap interval runs from 0.868 to 1.130. A dashed unity line marks ratio one. This is a population interval, not one standard uncertainty or a per-radius speed error. No bootstrap probability-density curve is drawn.Population normalization with its reported 95% interval15 galaxies · 288 radial comparisons · galaxy blocks retain within-galaxy dependence 0.80 0.85 0.90 0.95 1.00 1.05 1.10 1.15 1.20 0.8681.130Predicted / observed speed ratioTeal point: 0.9907 · teal interval: 95% galaxy-block bootstrap · dashed amber: unity
Figure 1. Redrawn source-reported summary from [1]. The interval is not a one-standard-deviation estimate, a plotted density or a measure of accuracy at every radius.
Table 2: Source-reported population normalization and radial scatter
QuantityReported valueInterpretation
Sample size15 galaxies; 288 radial comparisonsGalaxy blocks, not 288 independent galaxies
Galaxy-weighted geometric ratio0.9907Population normalization
95% galaxy-block interval0.868–1.130Resampling uncertainty under the source procedure
Zero mean-log-offset testp = 0.895Non-rejection under the stated test; not probability MQ is true
Point-weighted signed residual−0.39 km/sAverage signed radial difference
Pooled RMS residual12.55 km/sRadial scatter with greater weight on larger deviations
Pooled mean absolute residual8.69 km/sMean absolute radial discrepancy

The high zero-offset probability does not establish equivalence within a prespecified narrow tolerance. Nor can pooled RMS, signed bias and geometric normalization be substituted for each other. Positive and negative radial errors can offset in a signed mean while absolute scatter remains substantial. Digitization and reconstructed-source uncertainty preclude treating the reported comparison as a precision pointwise likelihood. [1]

Source substitution and the next resolved-profile test

The current public source reports a galaxy-weighted ratio of 0.9655 when Oh and collaborators’ alternative kinematic stellar masses replace the primary SED masses. The fixed MQ law is unchanged. Compared with 0.9907, that is a -2.544% change in the aggregate ratio, calculated from the rounded values. It is not a uniform velocity correction at all radii. [1]

Table 3 separates that aggregate change from the source’s gas-dominated and stellar-important group summaries. The percentage conversions use base-ten exponentiation of the displayed mean logarithmic shifts. They illustrate the source sensitivity without recreating the galaxy catalog.

Table 3: Source-reported stellar-substitution summaries and displayed-value conversions
PopulationSource summaryConverted interpretation
All 15 galaxiesGeometric ratio 0.9907 → 0.9655-2.544% relative change in the aggregate ratio
Ten gas-dominated galaxiesMean signed logarithmic source shift −0.00117 dex-0.269% geometric shift from that rounded log value
Five stellar-important galaxiesMean signed logarithmic source shift −0.0312 dex-6.932% geometric shift from that rounded log value

These source substitutions show that baryonic reconstruction can materially change normalization where stars are dynamically important. They do not identify every residual as a source error. Changing an integrated stellar mass rescales a radial template; it does not replace that template with an independently measured resolved stellar profile. [1]

The proposed next source test targets DDO50, DDO216, IC1613, NGC1569 and NGC3738, selected by stellar importance rather than favorable MQ residuals. The source identifies published resolved stellar profiles and LITTLE THINGS gas and kinematic products as inputs for that test. Those profiles must be adopted before residual inspection while keeping the MQ scale and law fixed. This resolved-profile analysis remains prospective in the cited account. [1]

Figure 2 separates the reconstructed source from the external observed velocities. It shows the protocol reported for this comparison, not new radio observations or a completed resolved-profile follow-up.

Figure 2. Reconstructed source and external kinematic targetOn the source side, recover the represented gas contribution after removing fitted stars, then build a stellar term with the independent SED mass. Apply the fixed MQ realization law to that baryonic source. On a separate lane, extract observed circular velocities from published figures. Compare prediction and observations only after source construction; do not feed residuals back to fit an MQ scale.Build the source before comparing the external velocitiesReconstructed baryonic sourceRecover represented gas after removing fitted starsRebuild stars with the independent SED massObserved velocitiesDigitized markers and errorsExternal comparison targetFixed MQ law and nominal acceleration scaleCalculate predicted circular speeds without per-galaxy MQ fittingCompare normalization, scatter and source sensitivityPreserve galaxy blocks and the source / observational error modelThe diagram states the reported source/target roles; it is not a certificate of full statistical independence.
Figure 2. Redrawn reconstruction and comparison sequence from [1]–[3]. Figure extraction and the represented gas recovery remain source limitations.

Velocity ordering, limited power and the evidence boundary

The source reports no significant correlation between galaxy-mean logarithmic normalization and logarithmic characteristic velocity: Pearson coefficient −0.282 with p = 0.308. Controlling stellar mass and inclination gives −0.257 with p = 0.355. These are source-reported exploratory population diagnostics, not independent confirmations of the mean result. [1]

The small matched-pair tests are underpowered. The primary stellar-mass tolerance yields only two non-overlapping pairs; relaxing it yields three or four. Failure to reproduce the stable ordering reported in SPARC does not establish velocity independence or prove that SPARC’s residual structure is purely observational. A larger, controlled population and resolved sources would strengthen that distinction. [1]

Independence here primarily means an out-of-SPARC target population and no MQ scale fitting to these velocity residuals. The analysis still shares its theoretical law and cosmological normalization with other MQ galaxy tests, and source and target information can share observational assumptions. The calculation was performed within the MQ program; the cited survey teams did not conduct a separate replication. [1] [5]

Rotation-curve consistency in this subset does not settle lensing, merging clusters or cosmological dark-matter requirements. The relevant result is a fixed-law population-normalization comparison with substantial individual scatter and source limitations. The displayed-value conversions in this Brief were checked, but the 288-point analysis and bootstrap were not independently rerun. [1] [7]

Chronology, access and reporting requests

September 27, 2026 is the archive review snapshot, distinct from the September 8 completed-source milestone and later revisions. Neither is assigned as a journal publication or original discovery date. This Brief was prepared October 26, 2026.

The preprint identifies public observational sources and says derived numerical products needed to reproduce the analysis are available from the author on reasonable request. A reproducibility request should include the full retained galaxy list, digitized paired-panel extractions, fitted-component removal, rebuilt stellar profiles, covariance assumptions, bootstrap implementation and galaxy-level residuals. The original observational papers remain the sources for their own measured and modeled products. [1]

Research sources and further reading

  1. J. A. Geiger, A First Principles Derivation of the Galactic Radial Acceleration Relation from Measurement Quantization. Current public research preprint, Section 4.10, LITTLE THINGS population and source-sensitivity discussion, and evidence classification. Source of all MQ sample statistics in this Brief. September 8, 2026 is its completed-source milestone, with later revisions; September 27 is the archive review label. Journal publication of this version is not established. Open source →
  2. S.-H. Oh and collaborators, High-resolution mass models of dwarf galaxies from LITTLE THINGS. Astronomical Journal 149, 180 (2015), DOI 10.1088/0004-6256/149/6/180. Public author preprint. Provides the 26-galaxy mass-model context and source information used by the later MQ reconstruction, not an independent analysis or validation of MQ. Open source →
  3. J. G. O’Brien and collaborators, Alternative gravity rotation curves for the LITTLE THINGS Survey. Astrophysical Journal 852, 6 (2018), DOI 10.3847/1538-4357/aa99e1. Public author preprint, version 2. Its paired alternative-gravity figures and fitted stellar components are reused and reconstructed by the MQ analysis; the plotted fitted baryonic curves are not adopted unchanged. Open source →
  4. D. A. Hunter and collaborators, LITTLE THINGS. Astronomical Journal 144, 134 (2012), DOI 10.1088/0004-6256/144/5/134. Public author preprint describing the survey and its Very Large Array H I observations. The original survey is larger than the 15-galaxy MQ subset. Open source →
  5. Informativity Institute, Galactic Rotation and Dark Matter in Measurement Quantization. Current public technical overview. Distinguishes the original frozen nominal acceleration used for the reported catalog statistics from a later shared-input recalibration; no catalog rerun is claimed for that revision. Open source →
  6. Informativity Institute, Dark Matter in Measurement Quantization. Related public explanation of the galactic response law and its observational scope. Open source →
  7. Informativity Institute, Predictions of Measurement Quantization. Additional observational requirements and distinctions between population consistency, conditional calculation and broader physical validation. Open source →

Prepared October 26, 2026. MQ population statistics and confidence limits are source-reported. Numerical conversions explain the displayed summaries and do not constitute an independent catalog replication.

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