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structure definition def or abbrev high

QuantumClassicalCrossover

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QuantumClassicalCrossover packages the four parameters that control the continuous quantum-to-classical transition inside the Recognition Science J-cost model. Workers modeling decoherence in many-body systems cite the structure when they need to vary system size N, temperature T, coupling strength, and decoherence time tau_D together. The declaration is a bare record definition whose only content is the four fields plus an inline remark on ledger coarse-graining.

claimA structure consisting of a natural number $N$ (number of particles), a real number $T$ (environment temperature), a real number $g$ (coupling strength), and a real number $tau_D$ (decoherence time).

background

The module QF-011 derives classical emergence from many-body J-cost minimization. Single-particle superpositions carry low J-cost while correlated many-body superpositions carry J-cost quadratic in N; for large N the minimum is therefore attained by product states. The structure collects the external knobs that tune the location of this minimum: system size, temperature, coupling, and the resulting decoherence timescale.

proof idea

The declaration is a direct structure definition with zero proof lines; it simply records the four fields N, T, coupling, and tau_D together with a comment block on RS ledger coarse-graining.

why it matters in Recognition Science

The definition supplies the parameter interface required by the QF-011 derivation that classical behavior arises when product states minimize total J-cost. It therefore sits inside the Recognition Science program that obtains all physics from the single J-functional equation and the phi-ladder. No downstream theorems yet consume the structure.

scope and limits

formal statement (Lean)

 127structure QuantumClassicalCrossover where
 128  /-- System size (number of particles). -/
 129  N : ℕ
 130  /-- Environment temperature. -/
 131  T : ℝ
 132  /-- Coupling strength. -/
 133  coupling : ℝ
 134  /-- Decoherence time. -/
 135  tau_D : ℝ
 136
 137/-! ## The RS Interpretation -/
 138
 139/-- In RS, classical emergence is about **ledger coarse-graining**:
 140
 141    1. Microscopic: Full quantum ledger, all superpositions tracked
 142    2. Mesoscopic: Partial coarse-graining, some quantum effects
 143    3. Macroscopic: Fully coarse-grained, only classical states
 144
 145    Classical physics = the low-resolution limit of the ledger. -/

depends on (19)

Lean names referenced from this declaration's body.