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Structural audits of theoretical research.
Constraint-based evaluation, published verbatim.

This issue presents structural evaluations of theoretical physics manuscripts under a constraint-based protocol.
Evaluations describe formal structure only, not scientific validity or correctness

AI Physics Review Volume 1 Issue 7 Cover
Evaluation Baseline
Model: GPT-5.3
Eval. Protocol: 3.3
Method: Six-run trimmed mean aggregation (clean-room evaluation)

Volume 1 · Issue 7 – May 18, 2026

Citation: AI Physics Review. Vol. 1, Issue 7. Open-Access Dataset; Source Window: Dec 6 – Dec 31, 2025. Compression Theory Institute. May 18, 2026.

Contents

Featured Legacy Paper:
  1. On the Einstein Podolsky Rosen Paradox
    Bell, J. S.
Contemporary Evaluations:
  1. Theory Ñ: A Non-Perturbative Origin for the MOND Acceleration Scale
    Beguerie, Gabriel
  2. The QICT Program: From Gauge-Coded Microscopic Unitary Dynamics to an Audited Micro–Macro Closure
    Sacha, Mohamed
  3. The Spacetime Response Constant kSEG: A Unified Algebraic Factorization of Gravitational Physics
    Cabrera Iglesias, Enzo
  4. Relational Actualization of Quantum States: A Unified Information–Geometric Framework for Quantum Mechanics, Gravitation, and Dark Structure
    Vasquez, Keith R.
  5. Geometric Reaction (G → R = T + M)
    Giménez Urrea, Jesús
  6. The Supra–Omega Resonance Theory (SORT): A Modular Operator-Projection Framework for Structural Analysis
    Wegener, Gregor Herbert
  7. Compatibilidade Quântico-Relativística e o Surgimento do Tempo a partir de Restrições de Energia e Causalidade
    Melo, Marcel Freire de
  8. The Nested Black Hole Universe (NBHU) Model: A Boundary-Driven Alternative to the Big Bang Cosmology
    Bedenko, Valery
  9. Jump Theory v0.8: A Unified Time–Gravity Framework Based on Jump-Density Dynamics (Definitive Structural Edition)
    Furukawa, Takehiro

Editorial Note. The conceptual summaries and structural evaluations presented below are provided for educational and research reference. They are interpretive structural analyses of the original works and are not substitutes for the full manuscripts. The AIPR evaluation framework assesses structural properties of a manuscript (mathematical formalism, equation integrity, logical traceability, assumption clarity, and scope coverage) and does not attempt to determine the truth, correctness, or empirical validity of the underlying theory. Readers are encouraged to consult the original publications for complete derivations, arguments, and historical context. Repeated phrasing across entries reflects uniform application of a fixed evaluation protocol and independent generation of each analysis.

On the Einstein Podolsky Rosen Paradox
Bell, J. S. (1964-11-04)
AIPR Structural Score 52.50 / 55
Structural audit based on the MEALS framework (Mathematical Formalism, Equation Integrity, Assumption Clarity, Logical Traceability, and Scope Coverage).
Conceptual Summary
The manuscript addresses the question of whether quantum mechanics can be supplemented by additional parameters that restore locality and determinism while preserving its statistical predictions. The central problem originates from the Einstein–Podolsky–Rosen argument, which identifies an apparent incompleteness in quantum theory due to its inability to assign definite values to all observables prior to measurement. A formal framework is constructed in which measurement outcomes are predetermined by hidden variables and constrained by locality, defined as independence from distant measurement settings. Within this framework, the correlation structure predicted by quantum mechanics for entangled systems is taken as a benchmark. The analysis develops a mathematical representation of such hidden variable theories and examines whether they can reproduce the quantum mechanical correlation function for pairs of spin one-half particles in a singlet state. The central result establishes that any theory satisfying both predetermined outcomes and locality cannot match the quantum correlations. The incompatibility is demonstrated through structural constraints on correlation functions derived within the hidden variable framework.
Expand: Full overview, Strengths, and MEALS
Core Framework
The framework is built around a pair of spatially separated spin one-half particles prepared in a singlet state. Measurement outcomes are represented as binary-valued functions A(a, λ) and B(b, λ), where a and b denote measurement directions and λ represents a complete specification of hidden variables. These functions take values ±1 and are defined such that each outcome depends only on the local measurement setting and λ. A probability distribution ρ(λ) governs the statistical weighting of hidden variable configurations. The correlation between measurement outcomes is defined through an expectation value over λ, expressed as P(a, b) = ∫ dλ ρ(λ) A(a, λ) B(b, λ). This expression is required to reproduce the quantum mechanical prediction for the singlet state, given by −a · b. The locality condition enforces that A is independent of b and B is independent of a, establishing separability between the two measurement processes.
Governing Mechanisms
The system operates as a statistical ensemble in which deterministic outcomes are averaged over hidden variable configurations. The functions A and B encode the measurement response for each particle, while the distribution ρ(λ) determines the weighting of possible configurations. The correlation function arises from integrating the product of these responses over λ. Illustrative constructions demonstrate that certain limited features of quantum correlations can be reproduced within this structure. For example, specific hidden variable assignments yield correct behavior for aligned or orthogonal measurement directions, and single-particle statistics can be matched. However, reproducing the full quantum correlation requires allowing A or B to depend on the distant setting, which violates the locality condition. These constructions isolate locality as the key restrictive assumption.
Limiting Regimes and Reductions
The analysis examines behavior under small variations of measurement directions and compares the resulting correlation functions to the quantum prediction. The hidden variable correlation function is shown to obey constraints that differ from the quantum expression near its extrema. In particular, it cannot remain stationary at its minimum value under small perturbations, unlike the quantum correlation. Extensions to more general systems are obtained by considering higher-dimensional state spaces and restricting attention to two-dimensional subspaces. Operators analogous to spin observables are defined within these subspaces, allowing the incompatibility between locality and quantum correlations to persist beyond the original spin system.
Strengths
The manuscript formulates a hidden-variable framework in which measurement outcomes are defined as bounded binary functions of local settings and a parameter space, and it constructs a probability-weighted expectation that serves as the central correlation function. It establishes a direct comparison between this correlation structure and the quantum mechanical prediction for entangled systems, fixing a precise target for equivalence. It derives a sequence of inequalities from normalization and boundedness conditions, transforming the locality assumption into explicit algebraic constraints on the correlation function. It demonstrates that these constraints lead to a contradiction with the target correlation and extends the argument to show that even approximate agreement cannot be achieved arbitrarily closely. It provides explicit illustrative constructions that reproduce limited statistical features or single-particle behavior, clarifying the boundary between compatible and incompatible models. It generalizes the result by embedding the construction into higher-dimensional state spaces through subspace restriction and operator analogues. It concludes by establishing the necessity of nonlocal dependence in any hidden-variable model that reproduces the full statistical structure under the stated assumptions.
MEALS Aggregate (0–55)
52.50
MEALS Gate Means
  • M (Mathematical Formalism, weight 3): 5.00 / 5.00
  • E (Equation and Dimensional Integrity, weight 3): 5.00 / 5.00
  • A (Assumption Clarity and Constraints, weight 2): 4.00 / 5.00
  • L (Logical Traceability, weight 2): 5.00 / 5.00
  • S (Scope Coverage, weight 1): 4.50 / 5.00
Theory Ñ: A Non-Perturbative Origin for the MOND Acceleration Scale
Beguerie, Gabriel (2025-12-31)
AIPR Structural Score 52.20 / 55
Structural audit based on the MEALS framework (Mathematical Formalism, Equation Integrity, Assumption Clarity, Logical Traceability, and Scope Coverage).
Filename evaluated: Theory Ñ_A_Non-Perturbative_Origin_MOND_Acceleration_Scale.pdf
Conceptual Summary
Modified gravity frameworks introduce a characteristic acceleration scale a0 that separates Newtonian and deep-MOND regimes, but typically treat this scale as phenomenological. The manuscript formulates a mechanism in which a0 is generated dynamically from vacuum structure through a non-perturbative process. The central conceptual move is the introduction of an exponential relation linking a0 to Planck-scale quantities, followed by exact inversion using the Lambert W function. This inversion yields a dimensionless parameter that numerically aligns with an inverse coupling scale near 137, establishing a structural connection between infrared gravitational behavior and a microscopic coupling parameter. A covariant effective field theory is constructed in which the MOND scale is not inserted but arises from a dynamically generated mass scale. The framework integrates non-relativistic MOND dynamics with a relativistic completion and specifies how a non-perturbative sector induces the relevant scale. The resulting structure connects Planck-scale inputs to galactic and cosmological observables through exponential amplification.
Expand: Full overview, Strengths, and MEALS
Core Framework
A dimensionless parameter x is defined through the relation a0 = aP x e^{-1/x}, where aP denotes the Planck acceleration. Exact inversion yields x = 1/W(aP/a0), establishing a unique mapping between the observed acceleration scale and an underlying coupling-like parameter. Monotonicity ensures uniqueness of this solution. The parameter x is identified with an effective coupling αg that controls a non-perturbative sector. A causal chain is defined in which a modulus field S determines αg, which sets a supersymmetry-breaking order parameter FX. This order parameter induces a vacuum expectation value ⟨χ⟩ that defines a mass scale M, with the identification a0 = c^2 M. The framework therefore links ultraviolet structure to infrared phenomenology through a sequence S → αg → FX → ⟨χ⟩ → M → a0. The gravitational sector is formulated using a generalized Einstein–Æther theory with a unit timelike vector field Uμ and a kinetic functional F(K/M^2). In the non-relativistic limit, the dynamics reduce to an AQUAL-type modified Poisson equation ∇·[µ(|∇Φ|/a0)∇Φ] = 4πGρ, where µ(y) governs the transition between regimes.
Governing Mechanisms
A coupled dynamical structure is established in which non-perturbative vacuum dynamics determine a mass scale that enters the gravitational sector. The non-perturbative contribution generates terms proportional to αg^n e^{-1/αg}, arising from instanton-like or supergravity mechanisms with determinant prefactors. The generated F-term FX produces a vacuum energy density and an associated Hubble-like scale. Through matching relations, this scale sets the Æther stiffness M via M ∼ |FX| / MPl, leading to a0 = c^2 M. The exponential dependence produces large hierarchies from modest coupling values, yielding a macroscopic length L⋆ = c^2/a0 that corresponds to a horizon-scale quantity. The interpolating function µ(y), derived from the functional F, controls the effective gravitational response. Its asymptotic behavior ensures the correct transition between regimes, while the covariant structure embeds the modified dynamics consistently within relativistic theory.
Limiting Regimes and Reductions
Connections to established gravitational regimes are obtained by examining limits of the interpolating function µ(y). In the deep-MOND regime, characterized by accelerations much smaller than a0, the function scales linearly, yielding g ≈ √(gN a0). In the Newtonian regime, where accelerations are much larger than a0, µ approaches unity and corrections are suppressed by powers of a0/g. The covariant theory reduces to standard gravitational behavior when non-linear contributions become negligible. The effective coupling αg is evaluated at an infrared scale associated with the emergent length L⋆ = c^2/a0, providing a consistent identification of parameters across scales.
Strengths
The manuscript formulates a complete formal framework linking the MOND acceleration scale to a non-perturbative generating mechanism through exact inversion, effective field theory construction, and covariant completion. It defines the central quantities explicitly, including the Lambert W inversion, the generalized Einstein–Æther sector, the AQUAL limit, and the causal chain connecting the modulus sector to the infrared acceleration scale. The derivation structure carries the argument from the initial ansatz through the non-relativistic limit and into phenomenological closure with explicit relations for spherical dynamics and BTFR normalization. Dimensional relations are kept explicit across the construction, including the identification of a0 with c²M and the scaling of K in the weak-field regime. The manuscript also establishes a clearly bounded scope that includes UV parametrization, infrared matching, RG consistency, observational corridor conditions, and appendices extending auxiliary formal results. Assumptions are named and embedded within the formal development rather than left implicit, allowing the main mechanism and the optional modular bridge to be structurally distinguished.
MEALS Aggregate (0–55)
52.20
MEALS Gate Means
  • M (Mathematical Formalism, weight 3): 5.00 / 5.00
  • E (Equation and Dimensional Integrity, weight 3): 5.00 / 5.00
  • A (Assumption Clarity and Constraints, weight 2): 4.00 / 5.00
  • L (Logical Traceability, weight 2): 4.60 / 5.00
  • S (Scope Coverage, weight 1): 5.00 / 5.00
The QICT Program: From Gauge-Coded Microscopic Unitary Dynamics to an Audited Micro–Macro Closure
Sacha, Mohamed (2025-12-17)
AIPR Structural Score 50.25 / 55
Structural audit based on the MEALS framework (Mathematical Formalism, Equation Integrity, Assumption Clarity, Logical Traceability, and Scope Coverage).
Filename evaluated: QICT_global_.pdf
Conceptual Summary
The manuscript addresses the problem of deriving macroscopic diffusive behavior from strictly unitary and locality-preserving microscopic dynamics. The central question concerns how deterministic quantum evolution, formulated without stochastic assumptions, can produce hydrodynamic transport phenomena such as diffusion. The framework introduces the Quantum Information Copy-Time (QICT) program, which combines a quantum cellular automaton substrate with explicit spectral criteria, operator-based constructions, and certified numerical diagnostics. Rather than assuming diffusion, the formulation replaces informal mixing arguments with measurable conditions and structured bridges between microscopic dynamics and macroscopic observables. The construction separates axiomatic definitions, derived mechanisms, and computational validation into distinct layers. All claims are labeled by evidentiary status, and a reproducibility contract governs parameter extraction and numerical verification. The resulting architecture provides a controlled pathway linking unitary evolution to transport behavior under explicitly stated assumptions.
Expand: Full overview, Strengths, and MEALS
Core Framework
Microscopic dynamics is defined through a locality-preserving unitary update acting on a lattice system with finite propagation speed and conserved charge structure. A gauge-coded code subspace imposes local constraints analogous to Gauss laws, ensuring that evolution remains within a constrained physical sector. Translation invariance and conserved quantities organize the system into hydrodynamic sectors, while a controlled long-wavelength regime establishes compatibility with relativistic dynamics through an effective continuum limit. Observables evolve under a discrete-time unitary operator U via the Heisenberg map T(O) = U†OU. Density fluctuations are encoded through Fourier modes and the structure factor S(k, t) = 2^{-L} Tr(δn_k(t) δn_{−k}), which serves as the primary object for analyzing transport. Distinct susceptibility measures are defined, including static thermodynamic, Kubo–Mori, and microscopic information-curvature forms, each treated as separate quantities unless explicitly related.
Governing Mechanisms
Transport behavior is characterized through spectral properties of the evolution operator in the hydrodynamic sector. The leading eigenvalue λ(k) is required to satisfy λ(k) = 1 − Dk² + higher-order terms, together with analyticity near zero momentum, spectral isolation from subleading modes, and suppression of ballistic contributions. These conditions define a spectral diffusion criterion under which the structure factor exhibits diffusive decay. A second mechanism links microscopic dynamics to observable correlators through a second-moment design-channel construction. A local approximate design condition controls deviations between unitary evolution and Haar-averaged behavior, providing bounds on correlation functions. An operational notion of copy time τ_copy is introduced as a measure of information transport between spatial regions, defined through distinguishability thresholds. A scaling relation connects τ_copy to an information-curvature susceptibility χ_micro^(2), yielding τ_copy^{-1} proportional to χ_micro^(2)^{-1/2} under a hydrodynamic spectral gap assumption.
Limiting Regimes and Reductions
Connections to established physical descriptions arise in controlled limits. A long-wavelength regime yields an effective Dirac evolution with bounded approximation error, establishing compatibility with relativistic continuum dynamics. In the second-moment sector, the dynamics reduce to a discrete diffusion process with eigenvalues λ(k) = 1 − 4p sin²(k/2), producing a spectral gap that scales as L^{-2} and leading to standard diffusive mixing-time behavior. These reductions are obtained under band-limited conditions and within explicitly defined parameter regimes.
Strengths
The manuscript formulates a complete micro–macro closure framework grounded in a strictly unitary, locality-preserving microscopic dynamics defined through explicit axioms and operator constructions. It defines a hydrodynamic sector with conserved quantities and establishes measurable spectral criteria that connect microscopic evolution to emergent diffusion. It derives formal consequences including a diffusion pole structure, eigenvalue expansions, and scaling relations linking transport time to information-curvature susceptibility. It constructs a layered mathematical system with theorems and proofs supported by appendices that extend spectral analysis, convergence results, and channel-based derivations. It models numerical diagnostics through exact diagonalization, moment-channel analysis, and TEBD simulations with convergence controls and explicit observables. It establishes a reproducibility framework using a machine-readable contract that fixes symbols, parameters, datasets, and validation conditions. It integrates phenomenological closure by propagating certified parameter intervals through defined mappings to macroscopic quantities.
MEALS Aggregate (0–55)
50.25
MEALS Gate Means
  • M (Mathematical Formalism, weight 3): 4.75 / 5.00
  • E (Equation and Dimensional Integrity, weight 3): 4.50 / 5.00
  • A (Assumption Clarity and Constraints, weight 2): 4.75 / 5.00
  • L (Logical Traceability, weight 2): 4.00 / 5.00
  • S (Scope Coverage, weight 1): 5.00 / 5.00
The Spacetime Response Constant kSEG: A Unified Algebraic Factorization of Gravitational Physics
Cabrera Iglesias, Enzo (2025-12-18)
AIPR Structural Score 49.00 / 55
Structural audit based on the MEALS framework (Mathematical Formalism, Equation Integrity, Assumption Clarity, Logical Traceability, and Scope Coverage).
Filename evaluated: The Spacetime Response Constant kSEG v2.1.pdf
Conceptual Summary
Gravitational physics involves multiple normalization factors that appear across field equations, thermodynamic relations, cosmology, and Planck-scale definitions. The manuscript addresses the structural question of whether these factors can be expressed through a single underlying coefficient without altering the formal content of general relativity. A constant denoted kSEG is introduced and defined as kSEG = 4πG/c^3, with dimensions of time per unit mass. This quantity functions as a conversion factor linking energy flow, causal time, and geometric response, particularly area. The central development consists of rewriting established equations through exact algebraic substitution so that their normalization is expressed explicitly in terms of kSEG. A consistent constants-explicit formulation is constructed in which the Einstein coupling, black hole thermodynamics, cosmological density relations, Planck-scale quantities, and gravitational-wave flux share a common algebraic structure. The framework does not modify underlying theory and maintains equivalence with standard general relativity, but reorganizes expressions to emphasize dimensional coherence and cross-domain consistency.
Expand: Full overview, Strengths, and MEALS
Core Framework
A single coefficient kSEG is treated as the organizing element that mediates relationships between energy, time, and geometry. Defined in terms of fundamental constants and expressible through the Planck length, it provides a direct mapping between energy-time products and geometric quantities. Its inverse carries units of kg s^-1 and appears as a scaling factor in multiple gravitational relations. The Einstein–Hilbert Lagrangian density is written as LEH = (1/4kSEG)R√−g, identifying the inverse of kSEG as the proportionality factor linking curvature to action density. Planck-scale quantities including ℓP, tP, MP, and TP are expressed as functions of kSEG, producing a dual scaling structure in which length and time vary with √kSEG while mass and temperature vary inversely. This formulation embeds Planck units within a unified algebraic framework rather than treating them as independent constructs.
Governing Mechanisms
Gravitational dynamics are expressed through algebraic substitution that reorganizes coupling relations while preserving their functional roles. Einstein’s field equations are reformulated by expressing the Newton constant in terms of kSEG, yielding a curvature-stress relation in which the coupling factor depends explicitly on kSEG and the speed of light. This separates geometric normalization factors from tensor structure and presents the interaction between stress-energy and curvature through a single coefficient. Thermodynamic and cosmological mechanisms follow the same structure. The black hole first law is rewritten so that the energy-area relation carries a prefactor proportional to kSEG^-1, linking surface gravity and horizon area through the same coefficient that appears in the field equations. Cosmological critical density for a spatially flat universe is expressed in terms of kSEG, establishing it as a normalization factor for large-scale gravitational behavior.
Limiting Regimes and Reductions
Established gravitational relations are recovered exactly under algebraic substitution. The reformulated field equations, thermodynamic laws, cosmological density expressions, and Planck definitions remain equivalent to their standard forms, with kSEG providing an alternative constants-explicit representation. No additional assumptions or parameter limits beyond those of general relativity are introduced.
Strengths
The manuscript formulates a constants-explicit framework centered on the definition of the spacetime response constant 𝑘SEG and propagates this definition consistently across multiple gravitational domains. It derives reformulated expressions of the Einstein field equations, the Einstein–Hilbert action, and gravitational-wave energy flux through direct algebraic substitution anchored in a single defining relation. It establishes a unified dimensional structure in which coupling constants, curvature terms, and energy flux prefactors are expressed through the same coefficient with consistent unit tracking. It constructs a sequential transformation chain linking field equations, black hole thermodynamics, cosmological density relations, Planck-scale quantities, and radiative sector expressions through explicit equation-to-equation substitution. It demonstrates full logical traceability by maintaining explicit references between defining equations and all derived forms across sections. It defines coordinate conventions, unit systems, and sector-specific assumptions in a manner that supports consistent application of the framework across classical, semiclassical, and cosmological regimes. It models the Planck hierarchy as a direct consequence of the scaling behavior of the defined constant, establishing a coherent algebraic linkage between microscopic and macroscopic structures.
MEALS Aggregate (0–55)
49.00
MEALS Gate Means
  • M (Mathematical Formalism, weight 3): 4.00 / 5.00
  • E (Equation and Dimensional Integrity, weight 3): 5.00 / 5.00
  • A (Assumption Clarity and Constraints, weight 2): 3.75 / 5.00
  • L (Logical Traceability, weight 2): 5.00 / 5.00
  • S (Scope Coverage, weight 1): 4.50 / 5.00
Relational Actualization of Quantum States: A Unified Information–Geometric Framework for Quantum Mechanics, Gravitation, and Dark Structure
Vasquez, Keith R. (2025-12-18)
AIPR Structural Score 45.50 / 55
Structural audit based on the MEALS framework (Mathematical Formalism, Equation Integrity, Assumption Clarity, Logical Traceability, and Scope Coverage).
Filename evaluated: Vasquez_Relational_Actualization_of_Quantum_States.pdf
Conceptual Summary
Quantum theory leaves open questions regarding the status of the quantum state, the emergence of classical behavior, and the relationship between quantum information and spacetime geometry. The manuscript addresses these questions by formulating a framework in which physical content is encoded in relational information among subsystems rather than in intrinsic subsystem states. The central proposal defines admissibility through a constraint architecture termed Dark Structure, and models physical evolution as constrained relational dynamics governed by a master equation. Within this formulation, classicality, measurement outcomes, and geometric structure arise from properties of constrained informational configurations. The framework narrows its focus to a formal system combining relational operators, constraint geometry, and an empirical program. Relational configurations evolve under coupled equations and are restricted to a manifold of admissible states. Information geometry provides the structure linking relational dynamics to emergent spacetime behavior, while numerical and statistical diagnostics evaluate the resulting predictions.
Expand: Full overview, Strengths, and MEALS
Core Framework
Relational configurations are treated as the fundamental objects, represented by a relational density operator and a complex adjacency matrix encoding informational link strengths and phases. These objects define the state space and organize all physical quantities through gauge-invariant observables such as link magnitudes, loop holonomies, and Fisher-information measures. The constraint functional C(I) = 0 defines the Dark Structure manifold, which determines which configurations are physically realizable. Actualization corresponds to convergence of relational configurations onto this admissible manifold. The relational density operator encodes informational correlations, while the adjacency matrix Aij specifies coupling strengths and phases. Derived quantities include holonomy variables Lijk capturing loop structure and relational curvature. The Fisher-information metric equips the configuration space with a geometric structure, allowing curvature, geodesic flow, and statistical distinguishability to be defined. An informational action defined on this manifold yields Einstein-like field equations under coarse-graining, connecting relational information to emergent spacetime geometry.
Governing Mechanisms
The framework operates as a coupled dynamical system in which relational operators, adjacency structure, and constraint geometry evolve together. Coherent exchange, dissipative compression, and constraint enforcement jointly determine the trajectory of relational configurations. The relational master equation iℏ dρ̂R/dt = [ĤR[A], ρ̂R] + iℏ D̂R[ρ̂R] governs the evolution of the relational density operator, combining Hamiltonian exchange with dissipative processes that redistribute relational information. The Hamiltonian is constructed from an informational Laplacian derived from adjacency weights, generating coherent relational exchange. The dissipator enforces contextual stability and drives convergence toward admissible configurations without representing information loss. Coupled evolution of link amplitudes incorporates both coherent oscillation and damping, producing transitions between oscillatory and compression regimes. Measurement is described as projection onto the constraint manifold, and decoherence arises from redistribution and redundancy of relational information.
Limiting Regimes and Reductions
The framework examines how relational dynamics recover familiar physical behavior under controlled conditions. A coherence–compression transition separates oscillatory regimes from compression-dominated regimes. Classical behavior emerges in high-redundancy, low-curvature regions of the admissible manifold, while quantum-like behavior persists in higher-curvature regions. Thermal behavior is described as an asymptotic limit under coarse-graining, with exact thermality corresponding to a degenerate configuration not realized at finite resolution. Emergent spacetime geometry appears in coarse-grained regimes through variation of the informational action, yielding Einstein-like field equations. Strong compression regimes correspond to black-hole environments, where relational dynamics govern information redistribution.
Strengths
The manuscript formulates a relational framework in which physical states are encoded through a relational density operator and an adjacency-based informational structure. It defines a constraint architecture, termed Dark Structure, that determines admissible configurations through an explicit functional condition on relational information variables. It constructs a dynamical system governed by a relational master equation that integrates Hamiltonian exchange, dissipative processes, and constraint-driven compression. It establishes an information-geometric structure by introducing a Fisher-information metric on relational configuration space and deriving curvature and geodesic behavior from statistical distinguishability. It derives an effective gravitational description through an informational action whose variation yields Einstein-limit field equations under coarse-graining. It models black-hole evaporation as redistribution of relational information and constructs explicit correlation functions that encode nonthermal structure. It demonstrates a computational framework integrating numerical simulation, manifold reconstruction, spectral analysis, and statistical validation across multiple empirical diagnostics.
MEALS Aggregate (0–55)
45.50
MEALS Gate Means
  • M (Mathematical Formalism, weight 3): 4.00 / 5.00
  • E (Equation and Dimensional Integrity, weight 3): 4.00 / 5.00
  • A (Assumption Clarity and Constraints, weight 2): 3.75 / 5.00
  • L (Logical Traceability, weight 2): 4.50 / 5.00
  • S (Scope Coverage, weight 1): 5.00 / 5.00
Geometric Reaction (G → R = T + M)
Giménez Urrea, Jesús (2025-12-16)
AIPR Structural Score 45.00 / 55
Structural audit based on the MEALS framework (Mathematical Formalism, Equation Integrity, Assumption Clarity, Logical Traceability, and Scope Coverage).
Filename evaluated: GeometricReaction 4.3.pdf
Conceptual Summary
A general problem is addressed concerning the absence of a unified structural description linking dynamics, time, persistence, and system evolution across domains. A framework is formulated in which any specified geometry G acts as a container that, when hosting a realized difference Δ, induces a reaction R decomposed into tempo T and residue M, expressed as G → R = T + M. Reaction is treated as a necessary consequence of difference within constrained structure, tempo represents the realized rate or rhythm of transformation, and residue captures persistent outcomes that redefine the system into a new geometry G′. The recursive chain G → R → G′ provides a generative mechanism for system evolution across physical, biological, engineering, and cognitive contexts. A quantum–hydrodynamic instantiation is introduced as a formal realization under specified regularity conditions. Within this setting, standard equations arise while probability is treated as an ensemble identification rather than a fundamental postulate. The framework is positioned as a cross-domain schema in which continuity, causality, and temporal structure are generated internally through reaction and persistence rather than assumed as independent primitives.
Expand: Full overview, Strengths, and MEALS
Core Framework
Fundamental objects are geometry G, difference Δ, reaction R, tempo T, and residue M, which together define the structural basis of the framework. Geometry is treated as a container consisting of relations, constraints, boundary conditions, and interaction rules that determine admissible transformations. Difference is defined as an above-threshold perturbation or tension within this container. Reaction is the transformation induced by such difference, encompassing transport, reconfiguration, and creation processes consistent with the structure of G. Tempo is defined as the realized rate or rhythm of reaction and depends on both geometry and the unfolding process, remaining undefined in the absence of reaction. Residue consists of all persistent outcomes, including physical states, emitted quantities, correlations, or informational records. Residue functions as the generator of subsequent geometries, producing a recursive generative chain. Continuity is attributed to the persistence of residue, while causality is constructed from the interaction between geometry and difference under container constraints.
Governing Mechanisms
System behavior is described as a coupled dynamical structure in which geometry constrains reaction, reaction generates tempo and residue, and residue rewrites geometry. The relation G → R = T + M defines the mapping from container and difference to transformation. Back-reaction modifies the container, producing a new geometry G′ that constrains subsequent reactions. Branching arises when residues accumulate under partial isolation, reducing compatibility between resulting geometries and forming tree-like structures. Fusion describes the merging of containers into a single geometry, while collision preserves distinct containers with rewritten states. A containment principle specifies that solvability requires all essential elements and couplings for a target behavior to be included within the defined geometry. Probability is described as an epistemic summary of unresolved geometry, while infinity is treated as a limiting abstraction rather than a realized condition.
Limiting Regimes and Reductions
Relations to established physical theories are examined through a quantum–hydrodynamic formulation. Under regularity conditions, including positive density and single-valued phase, variation of an action functional yields a continuity equation ∂tρ + ∇·(ρv) = 0 and a Hamilton–Jacobi equation with a geometric information term Q. Through the polar decomposition ψ = √ρ e^{iS/ℏ}, these equations reproduce the Schrödinger equation iℏ ∂tψ = [−(ℏ²/2m)∇² + V]ψ. The identification ρ ≡ |ψ|² is adopted at the ensemble level without derivation. Extensions include configuration-space formulations for many-particle systems, minimal coupling to electromagnetic fields, and curvature-dependent corrections. Randomness and infinity are interpreted as indicators of incomplete specification of geometry, and anomalies are addressed through admissible enlargement of the container.
Strengths
The manuscript formulates a universal schema G → R = T + M that defines reaction as a necessary outcome of realized difference within a specified geometry and establishes a recursive generative chain in which residue produces successive containers. It defines core structural objects including geometry as a constrained container, difference as a thresholded driver, tempo as the realized rate of transformation, and residue as persistent output that encodes system history and continuity. It constructs a law-level falsification charter with explicit operational conditions under which the framework fails, providing a bounded structure for testing the central claim. It develops a mathematical instantiation through a hydrodynamic formulation in which density and phase variables yield continuity and Hamilton–Jacobi equations and recover the Schrödinger equation under stated regularity conditions. It establishes logical traceability by linking the core law to domain-specific instantiations and appendix derivations through consistent cross-referencing and reuse of the central schema. It models back-reaction as the mechanism by which reactions rewrite geometry, enabling iterative evolution across systems. It demonstrates applicability across multiple domains including cosmology, chemistry, geology, biology, engineering, and cognition while maintaining a consistent structural framework. It incorporates a containment-based solvability condition that formalizes when systems admit solutions based on inclusion of required elements and couplings within the defined container.
MEALS Aggregate (0–55)
45.00
MEALS Gate Means
  • M (Mathematical Formalism, weight 3): 4.00 / 5.00
  • E (Equation and Dimensional Integrity, weight 3): 4.00 / 5.00
  • A (Assumption Clarity and Constraints, weight 2): 4.00 / 5.00
  • L (Logical Traceability, weight 2): 4.00 / 5.00
  • S (Scope Coverage, weight 1): 5.00 / 5.00
The Supra–Omega Resonance Theory (SORT): A Modular Operator-Projection Framework for Structural Analysis
Wegener, Gregor Herbert (2025-12-30)
AIPR Structural Score 43.75 / 55
Structural audit based on the MEALS framework (Mathematical Formalism, Equation Integrity, Assumption Clarity, Logical Traceability, and Scope Coverage).
Filename evaluated: 2511.0232v6_SORT_Whitepaper_Gregor_Wegener
Conceptual Summary
Supra–Omega Resonance Theory (SORT) addresses the problem of structurally diverse anomalies observed across domains such as cosmology, quantum systems, artificial intelligence, and complex infrastructures. These anomalies are described as resisting resolution through purely dynamical extensions of existing frameworks. The central conceptual move is the introduction of a projection-based structural perspective in which discrepancies are interpreted as consequences of information distribution and projection constraints rather than as indicators of missing dynamical components. The framework formulates a domain-independent operator geometry that encodes structural relationships and consistency conditions without modifying underlying physical laws or introducing new entities. A unified architecture is established through a closed operator algebra combined with a projection mechanism that operates consistently across domains. The framework is organized as a modular system with a shared mathematical core and domain-specific interpretation layers. This structure enables analysis of heterogeneous systems within a single formal environment while maintaining strict invariance of the underlying mathematical definitions.
Expand: Full overview, Strengths, and MEALS
Core Framework
The framework is constructed from a finite set of primitive mathematical objects consisting of 22 resonance operators, a global projector, and a projection kernel. These objects define the structural basis of the theory and act on a projective Hilbert space that serves as the common environment for all operations. The resonance operators are obtained through an iterative reduction process that enforces independence, elimination of redundancy, and closure under composition. Each operator satisfies idempotency and participates in a closed algebra defined by commutator relations and Jacobi consistency. The global projector Ĥ is defined as a weighted sum of the resonance operators with a neutrality condition ∑ w_i = 0, ensuring structural balance. The projection kernel κ(k) is introduced as a calibrated function that mediates structural interactions, defined in Fourier space as κ(k) = exp[−(σ0 L_H k)^2 / 2] with normalization κ(0) = 1. Derived quantities such as amplification functions and structural drift measures provide representations of deviation within the projection framework. These elements collectively form the Public Core API, which defines all invariant mathematical structures and governs cross-domain consistency.
Governing Mechanisms
The framework operates through the composition and projection of operator chains that represent structured configurations of a system. Operators act endomorphically on the projection space and are combined into sequences whose admissibility is governed by commutator relations, transition laws, and structural adjacency conditions. These mechanisms define allowable mappings between operators without introducing temporal evolution. Projection is implemented through kernel-modulated action of the global projector, producing normalized representations of operator chains. Structural behavior is evaluated through invariance under projection, convergence to stable forms, and preservation of algebraic consistency. Amplification functions and drift measures quantify deviations under perturbations, enabling classification of stability and transitions within the structural space.
Limiting Regimes and Reductions
The framework defines its scope in terms of structural and algebraic completeness rather than empirical or physical reduction. No explicit recovery of established physical theories is specified. The formulation is positioned to operate alongside existing frameworks without modifying their governing equations. All claims are restricted to structural consistency, operator closure, and projection-based interpretation under the defined algebraic conditions.
Strengths
The manuscript formulates a closed operator-projection framework built around a defined resonance operator set, a global projector, and a calibrated projection kernel. It defines the operator space, closure conditions, commutator relations, idempotency conditions, and kernel forms through explicit equations and linked algebraic constructs. The presentation establishes a continuous structural path from operator origin and reduction through algebraic closure, projection structure, and validation architecture. It defines scope limits, non-empirical status, operator immutability, and domain isolation as binding constraints of the framework. The architecture constructs a reproducible public core together with a separate internal execution layer and an explicit validation stack. It extends the same core structure across modular domains covering artificial intelligence, complex systems, quantum systems, and cosmology. Appendices and implementation sections provide the operator tables, commutator structure, tolerances, calibrated parameters, and reproducibility artifacts needed to support the stated architecture.
MEALS Aggregate (0–55)
43.75
MEALS Gate Means
  • M (Mathematical Formalism, weight 3): 4.00 / 5.00
  • E (Equation and Dimensional Integrity, weight 3): 4.00 / 5.00
  • A (Assumption Clarity and Constraints, weight 2): 3.75 / 5.00
  • L (Logical Traceability, weight 2): 3.75 / 5.00
  • S (Scope Coverage, weight 1): 4.75 / 5.00
Compatibilidade Quântico-Relativística e o Surgimento do Tempo a partir de Restrições de Energia e Causalidade
Melo, Marcel Freire de (2025-12-24)
AIPR Structural Score 43.50 / 55
Structural audit based on the MEALS framework (Mathematical Formalism, Equation Integrity, Assumption Clarity, Logical Traceability, and Scope Coverage).
Filename evaluated: Compatibilidade Quântico-Relativística e o Surgimento do Tempo a partir de Restrições de Energia e Causalidade.pdf
Conceptual Summary
A minimal operational condition linking quantum mechanics and relativity is formulated by combining the energy-time uncertainty relation with the causal structure of spacetime. The central problem concerns how temporal intervals acquire physical meaning when both quantum uncertainty and relativistic causality are imposed simultaneously. The framework proposes that spacetime intervals exist only when these two constraints are jointly satisfied, leading to the interpretation that time is not fundamental but emerges from their compatibility. The construction proceeds by identifying the minimal quantum time resolution with relativistic proper time. This identification produces a direct relation between energy uncertainty and the invariant spacetime interval. The resulting structure defines when geometric notions such as time and causal separation are operationally meaningful, and it provides a unified description that connects quantum evolution with relativistic geometry without introducing additional formal ingredients.
Expand: Full overview, Strengths, and MEALS
Core Framework
Energy uncertainty and relativistic interval structure are treated as the primary organizing elements. The saturated energy-time uncertainty relation ΔE·Δt = ħ/2 and the invariant interval ds² = c²(Δτ)² define the constraints that must be satisfied simultaneously for a temporal interval to be physically meaningful. A compatibility postulate enforces Δτ = Δt, aligning quantum time resolution with proper time. Substitution of the minimal quantum time scale into the relativistic interval yields the central relation ds² = (c²ħ²)/(4ΔE²). This expression defines a direct coupling between quantum energy uncertainty and spacetime geometry, establishing the condition under which classical intervals exist. The framework remains algebraically minimal, relying only on standard uncertainty relations and Minkowski structure.
Governing Mechanisms
Quantum evolution and relativistic causality operate as a coupled structure through the dependence of the spacetime interval on energy uncertainty. The relation ds² = (c²ħ²)/(4ΔE²) determines how geometric intervals respond to changes in ΔE. Increasing energy uncertainty reduces the allowed interval, while decreasing uncertainty expands it. Extension to configurations including spatial separation incorporates position-momentum uncertainty into the Minkowski metric. The resulting expression ds² = (ħ²/4)(c²/ΔE² – 1/Δp²) captures a balance between temporal resolution and spatial delocalization. The condition ds² = 0 leads to ΔE = cΔp, reproducing the dispersion relation for massless particles and associating the emergence of the light cone with the compatibility condition.
Limiting Regimes and Reductions
Controlled limits connect the framework to established physical regimes. In the limit ΔE → ∞, the interval approaches zero, corresponding to degenerate causal structure. In the limit ΔE → 0, the interval diverges, indicating the absence of detectable evolution. Assignment of ΔE to characteristic energy scales yields known geometric thresholds. For ΔE = Mc², the interval reduces to |ds| = ħ/(2Mc), corresponding to half the Compton wavelength and marking a boundary between quantum-dominated and relativistic regimes. For ΔE equal to the Planck energy, the interval becomes |ds| = ℓ_P/2, defining a lower bound for meaningful spacetime structure. Sub-Compton and supra-Compton regimes distinguish conditions where classical trajectories are undefined from those where relativistic geometry applies.
Strengths
The manuscript formulates a compatibility condition that directly links quantum uncertainty in energy and time with the relativistic invariant spacetime interval through a single postulate equating quantum time resolution with proper time. It defines a central governing relation that connects energy uncertainty to spacetime interval magnitude and develops this relation through explicit algebraic derivations with labeled equations. The work constructs a coherent extension to spacetime intervals that incorporates spatial uncertainties, yielding a generalized expression consistent with the Minkowski metric and standard uncertainty relations. It establishes limiting regimes that map energy uncertainty to degenerate or divergent spacetime intervals and derives the emergence of the relativistic light-cone condition from the compatibility relation. It demonstrates physical instantiations at the Compton scale and Planck scale, deriving threshold intervals and identifying operational boundaries for geometric applicability. It further derives a maximum density expression from Planck-scale constraints, connecting minimal spacetime intervals to physically defined density limits. The manuscript maintains explicit dimensional consistency checks and preserves traceable derivation chains from initial assumptions through extended results.
MEALS Aggregate (0–55)
43.50
MEALS Gate Means
  • M (Mathematical Formalism, weight 3): 3.75 / 5.00
  • E (Equation and Dimensional Integrity, weight 3): 4.50 / 5.00
  • A (Assumption Clarity and Constraints, weight 2): 3.25 / 5.00
  • L (Logical Traceability, weight 2): 4.00 / 5.00
  • S (Scope Coverage, weight 1): 4.25 / 5.00
The Nested Black Hole Universe (NBHU) Model: A Boundary-Driven Alternative to the Big Bang Cosmology
Bedenko, Valery (2025-12-22)
AIPR Structural Score 43.00 / 55
Structural audit based on the MEALS framework (Mathematical Formalism, Equation Integrity, Assumption Clarity, Logical Traceability, and Scope Coverage).
Filename evaluated: Bedenko_NBHU_Preprint-1.pdf
Conceptual Summary
The manuscript addresses the interpretation of cosmological redshift, large-scale structure, and anisotropies without invoking global metric expansion, dark energy, or an initial singularity. The framework proposes that the observable universe is the interior region of a parent black hole, with spacetime growth arising from matter and energy crossing a causal horizon. This replaces expansion-based cosmology with a boundary-driven mechanism governed by a global conservation principle applied to spacetime volume. Within this formulation, redshift is interpreted as a consequence of causal time compression and gravitational effects associated with horizon dynamics rather than recessional motion. A global Spacetime Conservation Law (SCL) enforces invariance of total four-volume across nested domains. This constraint links geometric growth, energy conservation, and observable quantities through a small set of parameters. Observable relations for distance, redshift, and anisotropy are derived from causal geometry and horizon evolution, forming a unified structure that does not rely on a scale factor or standard expansion dynamics.
Expand: Full overview, Strengths, and MEALS
Core Framework
The framework treats a horizon-bounded interior spacetime as the primary object, with the event horizon acting as a causal boundary separating interior and exterior domains. Spacetime growth occurs through continuous inflow across this boundary, producing an apparent expansion for internal observers. A global constraint enforces conservation of total four-volume through the relation ∫√−g d⁴x = constant, implemented by a Lagrange multiplier λ in the action. Modified Einstein equations take the form G_{μν} + (Λ + λ)g_{μν} = (8πG/c⁴)T_{μν}, where λ acts as a dynamical back-reaction term tied to stress-energy flux across the boundary. The multiplier evolves with the causal radius according to λ ∝ R^{-4}, linking curvature response directly to horizon growth. The model introduces parameters including the maximum causal radius R_max, the causal exponent q, and gravitational quantities A_g and r_c, which together determine observable relations.
Governing Mechanisms
The system operates through coupled geometric growth and conservation constraints, where horizon expansion, curvature adjustment, and causal time compression jointly determine observable quantities. The causal boundary evolves approximately as R(t) ≃ βct, with β controlling the effective growth rate and maintaining causal isolation. Redshift is defined as a combined causal and gravitational effect, with 1 + z = (1 + z_c)(1 + z_g). The causal component is given by 1 + z_c = (1 − r/R_max)^{−q}, where q encodes the compression scaling implied by λ ∝ R^{-4}. The gravitational component depends on an interior potential profile characterized by A_g and r_c. Distance relations follow from the radial function r(z) = R_max[1 − (1 + z)^{−1/q}], leading to D_A = r/(1 + z) and D_L = (1 + z)r, while an effective Hubble function arises from derivatives of r(z).
Limiting Regimes and Reductions
The framework replaces metric expansion relations with geometric expressions derived from causal structure, and observable quantities are constructed without reference to a scale factor or Friedmann equations. Distance duality is maintained through a fixed relation between luminosity and angular-diameter distances under γ = 1. BAO observables are expressed through geometric scaling factors that replace standard expansion-based distortions, and the CMB angular scale is derived from the same radial relation without external calibration.
Strengths
The manuscript formulates a boundary-driven cosmological framework centered on the Spacetime Conservation Law, a constrained action, modified Einstein equations, and a causal redshift law. It defines a connected set of observables through explicit relations for radius, angular-diameter distance, luminosity distance, and an effective Hubble function, linking the theoretical construction to measurable quantities. The mathematical presentation establishes a coherent chain from foundational postulate to field equations, redshift mapping, parameter summary, and likelihood-based fitting pipeline. The empirical architecture integrates supernova and BAO data, covariance treatment, dipole calibration, and reproducibility details into the same formal structure used in the theory sections. The manuscript also constructs an end-to-end scope that includes parameter interpretation, falsifiability conditions, robustness discussion, stated limitations, and future test directions.
MEALS Aggregate (0–55)
43.00
MEALS Gate Means
  • M (Mathematical Formalism, weight 3): 4.00 / 5.00
  • E (Equation and Dimensional Integrity, weight 3): 4.00 / 5.00
  • A (Assumption Clarity and Constraints, weight 2): 3.25 / 5.00
  • L (Logical Traceability, weight 2): 4.00 / 5.00
  • S (Scope Coverage, weight 1): 4.50 / 5.00
Jump Theory v0.8: A Unified Time–Gravity Framework Based on Jump-Density Dynamics (Definitive Structural Edition)
Furukawa, Takehiro (2025-12-25)
AIPR Structural Score 42.75 / 55
Structural audit based on the MEALS framework (Mathematical Formalism, Equation Integrity, Assumption Clarity, Logical Traceability, and Scope Coverage).
Filename evaluated: JT_v0.8.pdf
Conceptual Summary
Modern cosmology faces the problem of explaining galactic dynamics, cluster-scale structure, and cosmic expansion within a single theoretical framework. The manuscript addresses this by replacing the conventional separation between gravity, dark matter, and dark energy with a unified field description. Time is modeled as a physical scalar density field λ(x), interpreted as the local density of microscopic state transitions, and gravitational phenomena are described as emergent consequences of spatial variations of this field. A single nonlocal coherence scale ℓ organizes behavior across astrophysical and cosmological regimes, with a late-time boundary value ℓ ≈ 2.03 Mpc used to connect galactic and cluster scales. The framework shifts the structural basis of gravitational modeling from particle components and background geometry to a field that encodes temporal structure. Dark-matter-like effects, halo formation, and cosmic acceleration are treated as different dynamical regimes of the λ-field. Matter interacts with and traces pre-existing configurations of λ, rather than generating the field itself, allowing a unified treatment of systems ranging from galaxies to large-scale cosmology.
Expand: Full overview, Strengths, and MEALS
Core Framework
The fundamental object is the time-density field λ(x), taken as an autonomous scalar encoding the local structure of proper time. Spatial gradients and curvature of λ generate effective gravitational behavior, with geometry emerging from its distribution. The framework includes the effective density ρ_λ, which acts as a geometric source term, and a nonlocal gravitational kernel K_ℓ that defines how sources generate gravitational potentials through spatial convolution. Dynamics follow from a Lorentz-invariant Lagrangian containing kinetic, higher-derivative, and potential terms, together with coupling to baryonic sources. The effective gravitational source is expressed as ρ_eff = ρ_b + ρ_λ, where ρ_λ depends on divergence, gradient, and potential contributions of λ. Cosmological evolution of the homogeneous mode follows λ¨ + 3Hλ˙ + m²(λ − λ₀) = 0, which governs oscillatory and relaxation behavior depending on the relation between mass scale and expansion rate.
Governing Mechanisms
The system operates as a coupled structure in which λ evolves dynamically while determining gravitational response through its spatial configuration. The nonlocal kernel K_ℓ introduces scale-dependent interactions, modifying gravitational potentials through convolution while preserving Newtonian behavior at small distances. The effective gravitational coupling G_eff(k) varies with scale, redistributing gravitational response across spatial modes. Coherent oscillations of λ produce behavior equivalent to pressureless matter in cosmological regimes, with energy density scaling as ρ_λ proportional to a^{-3}. Divergence contributions in ρ_λ generate extended halo-like structures around baryonic matter. In high-density environments, gradients of λ are suppressed, leading to effective screening and recovery of standard gravitational behavior.
Limiting Regimes and Reductions
Controlled limits establish correspondence with established gravitational descriptions. High-density environments lead to suppression of λ gradients, resulting in recovery of Newtonian gravity and general relativity behavior. Low-density environments allow nonlocal effects to dominate, producing extended structures and scale-dependent modifications. Early-universe conditions correspond to a regime in which λ undergoes coherent oscillations, yielding effective cold-dark-matter-like behavior. Late-time dynamics are organized by the boundary value of the coherence scale ℓ, which governs the transition between local and nonlocal regimes.
Strengths
The manuscript formulates a unified time-gravity framework centered on the time-density field λ and develops it as the governing object across galactic, cluster, and cosmological regimes. It defines a master Lagrangian for the λ-sector, derives an effective density ρλ, and constructs a nonlocal gravitational kernel that links the field structure to gravitational potential and observable behavior. The formal development proceeds from axiomatic statements and field definitions to derived equations and sector-specific consequences, with derivational support carried through the appendices. The manuscript establishes a coherent mapping from the central formalism to rotation curves, cluster lensing, cosmological evolution, large-scale structure, gravitational waves, and Solar-System limits. It models early-universe behavior through a CDM-like oscillatory regime of λ and presents high-density recovery of general relativistic behavior as part of the same framework. The document also maintains a full cross-scale architecture in which the same named constructs organize both the mathematical development and the phenomenological sectors.
MEALS Aggregate (0–55)
42.75
MEALS Gate Means
  • M (Mathematical Formalism, weight 3): 4.00 / 5.00
  • E (Equation and Dimensional Integrity, weight 3): 3.75 / 5.00
  • A (Assumption Clarity and Constraints, weight 2): 3.25 / 5.00
  • L (Logical Traceability, weight 2): 4.00 / 5.00
  • S (Scope Coverage, weight 1): 5.00 / 5.00

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