The Unified Probabilistic Reality-Observation Framework: A Thermodynamically Consistent Non-Quantum Theory

This paper presents the complete formulation of the Unified Prob-abilistic Reality-Observation Framework (UPROF), a pre-quantumtheory where reality emerges from a thermodynamically constrainedProbabilistic Ontological Field (POF) Ξ(ϕ, x, t). The theory main-tains exact consistency with classical thermodynamics and electro-magnetism while predicting testable deviations in quantum systems.Key innovations include: (1) emergence of spacetime from S7 →CP 3 fiber bundles, (2) holographic non-local correlations bounded byPlanck temperature TP , and (3) observer-induced decoherence via λϕΞcoupling. Experimental signatures in qubit decay (α = 0.82 ± 0.03),CMB (fN L = 5.2 ± 1.1), and Nernst effect (∆V ∼ B1/2T ) are derived.