Part of Lernaean Research · R.D. Kitcey

Appendix A · Kitcey 2026 · v5.0.7

Symbol Reference

Comprehensive symbol glossary for the Intrinsic Response framework — spacetime geometry through the Baryonic Tully–Fisher Relation.

11

Sections

93

Symbols

Gμν = 8πG (T̅ + Tᴿᵉˢᵖ)μν

Framework

SPARC-175

Dataset

I

Spacetime Geometry

8 symbols
SymbolDefinitionUnitsNotes / Context
gμνMetric tensor — encodes the geometry (distances and angles) of spacetime at every pointdimensionlessSymmetric 4×4 tensor; μ,ν ∈ {0,1,2,3}. All curvature quantities are derived from it.
GμνEinstein tensor — measures spacetime curvature; shorthand for Rμν − ½gμνRm⁻²Left-hand side of the field equations. Contains second-order partial derivatives of gμν.
RμνRicci tensor — contraction of the Riemann tensor; encodes how volumes distortm⁻²Rμν = Rλμλν; symmetric.
RRicci scalar — full contraction of the Ricci tensor; single number summarizing curvaturem⁻²R = gμνRμν. Used in the Lagrangian and in the definition of Gμν.
RλμνσRiemann curvature tensor — the fundamental curvature object; measures how parallel transport fails to closem⁻²4-index tensor; 20 independent components in 4D.
ΓλμνChristoffel symbols (connection coefficients) — encode how basis vectors change across spacetimem⁻¹Not a tensor; computed from first derivatives of gμν.
ds²Spacetime interval — invariant proper distance/time between eventsm² (or s²)ds² = gμν dxμ dxν. Negative = timelike; positive = spacelike.
√−gSquare root of the absolute value of the metric determinant — volume element factor in integralsdimensionlessEnsures coordinate-invariant integration over spacetime.
II

Weak-Field Metric Potentials

6 symbols
SymbolDefinitionUnitsNotes / Context
ΦNewtonian-gauge scalar potential — governs non-relativistic gravitational accelerationkm² s⁻²Defined by ds² = −(1+2Φ)c²dt² + (1−2Ψ)dx². Non-relativistic dynamics probes ∇Φ.
ΨSpatial curvature potential — second scalar potential in Newtonian gaugekm² s⁻²Lensing probes (Φ+Ψ). In standard GR with no anisotropic stress, Φ = Ψ.
ηGravitational slip parameter — ratio of the two scalar potentials η ≡ Ψ/ΦdimensionlessGR prediction: η = 1 everywhere. Edge-response predicts η ≠ 1 in the boundary-layer zone — a key falsification target.
Φ̅Φ_barBaryonic contribution to the Newtonian potentialkm² s⁻²Sourced by T̅μν via the Poisson equation.
Φ_respResponse-sector contribution to the Newtonian potentialkm² s⁻²Asymptotically Φ_resp ≈ v∞² ln(R); gradient gives the 1/R tail in extra acceleration.
Φ_obsEffective potential inferred from observed rotation curve by integrating g_obs(R)km² s⁻²Defined up to an additive constant. Computed as ∫ g_obs dR from R_min.
III

Stress–Energy Tensors

7 symbols
SymbolDefinitionUnitsNotes / Context
TμνTotal stress–energy tensor — the full matter/energy source on the right-hand side of the field equationkg m⁻¹ s⁻²Tμν = T̅μν + Tᴿᵉˢᵖμν in the response-sector decomposition.
T̅μνT_barBaryonic stress–energy tensor — contribution from ordinary (observable) matter: protons, electrons, gas, starskg m⁻¹ s⁻²Directly observed via photometry and HI surveys.
TᴿᵉˢᵖμνT^respResponse-sector stress–energy — the effective source required so that the observed metric satisfies the Einstein equationkg m⁻¹ s⁻²Ontologically agnostic: not a new particle. Can be realized as an extra field, EFT correction, or constitutive closure.
ρ_respEffective energy density of the response sectorkg m⁻³For a flat rotation curve, ρ_resp ∝ 1/R² — same radial profile as an isothermal dark-matter halo, but derived rather than assumed.
p_respEffective pressure of the response sectorPaCosmological completion requires specifying the equation of state w = p_resp / ρ_resp.
πμνAnisotropic stress tensor of the response sectorPaDetermines the slip η. If πμν ≠ 0 then η ≠ 1.
∇μTμν = 0Bianchi identity / conservation law — the total stress–energy must be covariantly conservedImposes consistency on Tᴿᵉˢᵖμν. If baryons are minimally coupled, then ∇μTᴿᵉˢᵖμν = 0 independently.
IV

Galactic Kinematics & Observables

12 symbols
SymbolDefinitionUnitsNotes / Context
RGalactocentric radius — projected distance from galaxy center in the disc planekpcPrimary independent variable in rotation-curve analysis. 1 kpc ≈ 3.086 × 10¹⁹ m.
R_maxMaximum observed radius — outermost data point for a given galaxykpcDetermines the extent of the ‘outer subset’ used by Q_est.
v_obsObserved circular speed — measured Doppler-shift rotation velocitykm s⁻¹Primary observable from HI 21-cm or Hα spectroscopy.
e_{v_obs}1σ observational uncertainty on v_obskm s⁻¹Used to construct χ² and propagate uncertainty bands in all panels.
v_barBaryonic circular speed — prediction from observed baryonic mass alonekm s⁻¹v̅² = V²_gas + Υ_disk V²_disk + Υ_bul V²_bul.
v_modelTotal model circular speed — baryons plus response sectorkm s⁻¹v²_model = v̅² + Qχ′(R)·R.
v∞Asymptotic flat rotation velocity — the constant value v_obs approaches at large Rkm s⁻¹Defines the logarithmic potential: Φ_resp ≈ v∞² ln(R).
V_flatSPARC-catalogue flat velocity — tabulated asymptotic speed from the Lelli+2016 databasekm s⁻¹Used as a proxy for galaxy mass scale; correlated with Q.
g_obsObserved centripetal acceleration — kinematic inference from circular orbit conditionkm² s⁻² kpc⁻¹g_obs = v²_obs / R. The fundamental empirical quantity; no dynamical model assumed.
g_barBaryonic acceleration — Newtonian prediction from baryonic mass modelkm² s⁻² kpc⁻¹g̅ = v̅² / R.
g_extraResidual (extra) acceleration — empirical excess over baryonic predictionkm² s⁻² kpc⁻¹g_extra = g_obs − g̅. Framework interprets this as g_resp from the response sector.
g_respResponse-sector acceleration — theoretical prediction from Tᴿᵉˢᵖμνkm² s⁻² kpc⁻¹Asymptotically g_resp ≈ Q/R. Matches g_extra in the successful-fit regime.
V

Response-Sector Model Parameters

12 symbols
SymbolDefinitionUnitsNotes / Context
a₀Critical acceleration scale — the MOND / boundary-layer activation thresholdm s⁻² or km² s⁻² kpc⁻¹a₀ ≈ 1.2 × 10⁻¹⁰ m s⁻². Empirical scale at which baryonic gravity equals the response activation level. Possibly linked to cH₀.
R_tTransition radius — galactocentric radius where g̅(R_t) ≈ a₀kpcMarks the inner edge of the boundary layer; the source bump S(R) is localized near R_t. Determined deterministically from g̅.
χAuxiliary response field — scalar field whose gradient outside the activation zone produces the acceleration taildimensionless (normalized)∂_Rχ ≈ 1/R outside activation region.
χ′_unitUnit-normalized auxiliary response — the shape function, normalized so that χ′_unit → 1/R at large Rkpc⁻¹Computed from S(R) via the runner’s numerical integration. Multiplied by Q to give the model.
S(R)Source bump — localized activation function centered near R_tkpc⁻¹Gaussian with width σ_kpc (default 2.0 kpc). Drives χ in the boundary-layer equation.
σ_kpcSource bump width — Gaussian half-width of the activation regionkpcRunner default: 2.0 kpc. Controls how sharply the response is localized near R_t.
QEdge-response amplitude — the single free parameter per galaxy; asymptotic extra v² contributionkm² s⁻²v²_extra → Q as R → ∞. Estimated two ways: Q_best (fitted) and Q_est (robust outer).
Q_bestFitted edge amplitude — best-fit Q from χ² minimization over all data pointskm² s⁻²Non-negative by construction. Sensitive to inner kinematics; produced by the SPARC runner.
Q_estRobust outer deficit estimator — Huber M-estimator of Δ(R) = V²_obs − V̅² over the outer data subset (R ≥ 0.6 R_max)km² s⁻²Model-free; can be negative (rarefaction-phase). Spearman ρ(v_best, v_est) = 0.972 across 175 galaxies.
v_bestFitted asymptotic extra speed — √Q_bestkm s⁻¹Comparable to v_est for ranking purposes.
v_estRobust asymptotic extra speed — √max(Q_est, 0)km s⁻¹Set to ‘neg’ if Q_est < 0 (rarefaction-phase galaxy).
Δ(R)Velocity-squared deficit profile — V²_obs − V̅² at each radius Rkm² s⁻²The raw signal the framework must explain. Sign changes in Δ(R) indicate oscillatory response; 46/175 SPARC galaxies show at least one sign change.
VI

Baryonic Mass Components

11 symbols
SymbolDefinitionUnitsNotes / Context
V_gasGas circular-speed template from SPARC rotmod filekm s⁻¹HI + He contribution; enters v̅² with coefficient 1 (no Υ multiplier).
V_diskStellar-disc circular-speed template from SPARC rotmod filekm s⁻¹Scaled by Υ_disk before adding to v̅².
V_bulBulge circular-speed template from SPARC rotmod filekm s⁻¹Scaled by Υ_bul. Zero for bulgeless galaxies.
Υ_diskStellar mass-to-light ratio of the disc — converts surface brightness to surface mass densityM☉/L☉Runner default: 0.5. Sensitivity sweep over {0.3, 0.4, 0.5, 0.6, 0.7} shows ≤17% change in Q_est for ±40% variation.
Υ_bulStellar mass-to-light ratio of the bulgeM☉/L☉Runner default: 0.7.
M_bTotal baryonic mass — integral of baryonic surface density over the discM☉Appears in the baryonic Tully–Fisher relation: M_b ∝ v⁴_flat.
M_HIHI (neutral hydrogen) massM☉Correlated with Q_est; HI-rich discs have extended, diffuse edges → shallower boundary-layer gradient → weaker response.
R_diskDisc scale length — exponential scale radius of the stellar disckpcSPARC metadata. Used as a galaxy size proxy; controls Q base-line.
Q_flagSPARC photometric quality flag: 1 = best, 2 = moderate, 3 = poorestSpearman ρ(Q_est, outer_rms_z) = −0.035; photometric quality has zero detectable correlation with outer residual scatter.
THubble morphological type index (e.g., 5 = Sc, 9 = Irr, 10 = Im)From RC3 / SPARC Table 1.
DDistance to galaxyMpcFrom SPARC catalogue; used to convert angular to physical scales.
VII

Statistical Diagnostics

11 symbols
SymbolDefinitionUnitsNotes / Context
χ²Chi-squared statistic — weighted sum of squared residuals between model and datadimensionlessχ² = Σ_i [(v_model(R_i) − v_obs(R_i)) / e_{v_obs}(R_i)]².
χ̅²χ²_barBaryons-only chi-squared — χ² when v_model = v̅ (no response sector)dimensionlessBaseline for Δχ² comparison.
χ²_modelFitted-model chi-squared — χ² with best-fit QdimensionlessAlways ≤ χ̅² by construction.
Δχ²Chi-squared improvement — χ̅² − χ²_model; measures how much the response sector helpsdimensionlessZ ≈ √Δχ² gives approximate Gaussian significance for 1 added parameter.
ZApproximate Gaussian significance of Δχ²σZ = √Δχ². Classes: weak Z < 2, moderate 2–3, strong 3–5, very-strong Z > 5.
rχ²Reduced chi-squared — χ² / (n − k) where n = data points, k = free parametersdimensionlessReported separately for inner (R < 0.6 R_max) and outer (R ≥ 0.6 R_max) regions. Inner/outer ratio = 3.54× confirms shape inadequacy, not Υ bias.
BICBayesian Information Criterion — k ln(n) − 2 ln(L̂); penalizes model complexitydimensionlessΔBIC = BIC_model − BIC̅ < 0 required to pass. 97% of 175 SPARC galaxies pass. Guards against overfitting.
ρ_sSpearman rank correlation coefficient — non-parametric measure of monotonic associationdimensionlessUsed throughout to quantify correlations between Q, galaxy properties, and environment. Range [−1, +1].
rPearson linear correlation coefficientdimensionlessUsed alongside Spearman ρ for robustness. r(v_best, v_est) = 0.950 across 175 galaxies.
σ_ΔvPropagated uncertainty on velocity deficit Δvkm s⁻¹σ_Δv ≈ e_{v_obs} when model is treated as exact.
outer_rms_zOuter-region residual RMS in units of observational uncertainty — (v_obs − v_model) / e_{v_obs} over R ≥ 0.6 R_maxdimensionlessKey diagnostic for fit quality in the outer disc, where the 1/R tail is most active.
VIII

Oscillatory Boundary-Layer Response

8 symbols
SymbolDefinitionUnitsNotes / Context
Φ_resp(r)Oscillatory response potential — the full spatial form of the response-sector potentialkm² s⁻²Φ_resp = A cos(κr + δ) e⁻ʳ/L; encoding amplitude, wavenumber, phase, and decay scale.
AOscillation amplitude — peak response-potential strengthkm² s⁻²Related to Q in the asymptotic regime.
κRadial wavenumber of the oscillatory responsekpc⁻¹κ = 2π/λ. Galaxy-size dependent, not a fixed cosmological scale.
λOscillation wavelength — spatial period of the boundary-layer standing wavekpcMedian λ ≈ 45.6 kpc across the 46 sign-change galaxies; scales with R_max, not a cosmological constant.
δPhase offset of the oscillatory response at R_tradDepends on initial conditions.
LDamping / decay scale of the oscillatory responsekpcCharacterizes how quickly the oscillation envelope falls off with radius.
λ/2Half-wavelength of oscillationkpcMedian ≈ 22.8 kpc. Scaling λ/2 ≈ R_max / 2 is the key empirical result distinguishing galaxy-geometry resonance from cosmological scale.
Δ(R) = 0Nodal radiusGalactocentric radius where V²_obs = V̅² exactlykpcStars at this radius orbit on pure baryonic gravity. Framework predicts morphological ring features here — a testable prediction.
IX

Action Principle & Field Theory

8 symbols
SymbolDefinitionUnitsNotes / Context
SAction — integral of the Lagrangian density over spacetime; extremizing S yields the field equationsJ·sS = ∫ d⁴x √−g [R/(16πG) + L̅ + L_χ + L_int].
L_barBaryonic Lagrangian density — standard matter fields (ψ)J m⁻³Minimally coupled to gravity.
L_χResponse-field Lagrangian density — kinetic and potential terms for χJ m⁻³Choice of L_χ (e.g., f(X) − V(χ)) controls the field equations for χ and the form of Tᴿᵉˢᵖμν.
L_intInteraction Lagrangian — couples χ to baryonic fields ψJ m⁻³Must tie activation to a baryonic invariant so the response is not a free function per galaxy.
XKinetic invariant of the response field — X = gμν ∂μχ ∂νχkpc⁻²Used in k-essence / AQUAL-type response fields: f(X) controls the equation of motion.
f(X)Non-linear kinetic function for the response fieldJ m⁻³Choosing f so that the static equation has conserved radial flux outside activation yields ∂_Rχ ∼ 1/R.
GNewton’s gravitational constantm³ kg⁻¹ s⁻²G ≈ 6.674 × 10⁻¹¹ m³ kg⁻¹ s⁻². Appears in the coupling 8πG between geometry and stress-energy.
8πGGravitational coupling constant in the field equation Gμν = 8πG Tμνm kg⁻¹ s⁻²Right-hand side coefficient.
X

Cosmological Sector

7 symbols
SymbolDefinitionUnitsNotes / Context
ΛCDMStandard cosmological model — Lambda (dark energy) + Cold Dark MatterThe empirically successful baseline the response sector must be consistent with at large scales.
H₀Hubble constant — present-day rate of cosmic expansionkm s⁻¹ Mpc⁻¹H₀ ≈ 70 km s⁻¹ Mpc⁻¹. The product cH₀ motivates a possible cosmological origin for the acceleration scale a₀.
wEquation-of-state parameter of the response sector — w = p_resp / ρ_respdimensionlessCosmological viability requires w ≈ 0 (dust-like) over structure-formation epochs.
a(t)Cosmological scale factor — dimensionless ratio of physical to comoving distancesdimensionlessCosmological completion requires specifying how Tᴿᵉˢᵖμν evolves with a.
ρ_resp(a)Redshift evolution of response-sector energy densitykg m⁻³Must behave approximately as ∝ a⁻³ (pressureless) over target epochs to preserve structure formation.
κ_lensLensing convergence — integral of (Φ+Ψ) along the line of sightdimensionlessκ_lens ∝ Φ+Ψ. With η ≠ 1, the lensing signal differs from the kinematic signal — the primary cluster/lensing prediction.
δ_envEnvironment overdensity — local large-scale density contrast around a galaxydimensionlessUsed in SPARC analysis as an environment proxy. Partial correlations with Q_est should become weak once internal (scale) covariates are controlled.
XI

Baryonic Tully–Fisher Relation

3 symbols
SymbolDefinitionUnitsNotes / Context
BTFRBaryonic Tully–Fisher Relation — M_b ∝ v⁴_flatTight empirical scaling relation across 4 orders of magnitude in baryonic mass. Emerges as a consequence of the response-sector mechanism rather than an imposed prior.
M_b ∝ v⁴_flatBTFR functional formM☉ vs km s⁻¹Derivable when g_extra is the geometric mean of g̅ and a₀, i.e., when the response sector couples to g̅ at the transition scale.
Q ∝ V²_flatBTF-anchor prediction — the response amplitude Q scales as the square of the asymptotic velocitykm² s⁻²Mechanism, not a mass-accounting identity. Confirmed empirically across SPARC-175.

Source: Kitcey, R. D. (2026). Intrinsic Response Sector as Dark Gravity: A GR-Compatible Candidate Identity for the Cold Dark Matter Role (SPARC-175) (v5.0.7). Zenodo. https://doi.org/10.5281/zenodo.18778896. Appendix A: Comprehensive Symbol Glossary (Table 5). Lernaean Research™.