We develop a branch of the Negative-Entropy Construction that formalizes the notion of structural freedom in constrained network flow systems. Given a network with conservation law Bf=0, central constraints Af=0, and capacity bounds 0≤ f≤ C, we define the bidirectional local freedom Dbi(f) as the dimension of the subspace of perturbations feasible in both directions. We prove an effective-constraint theorem: adding a constraint reduces Dbi if and only if the constraint is linearly independent from the existing constraint rows. This separates nominal centralization from structural centralization. We further show that Dbi(t), as a function of the flow trajectory, is a piecewise-constant state variable with locally finite active-set events. A single-event transition 1→0→1 is realized explicitly on K_3. The construction is extended to time-dependent capacity envelopes C(t), where active-set events can be generated either by flow increase or by capacity contraction, without assuming any evolution law for C(t). From L_f, the subspace realizing Dbi, two distinct and parallel coupling channels emanate: B_R|L_f:L_f→ C^3(additive forcing), Jₘᵤₗₜ|L_f:L_f→ TM_q M(multiplicative feedback). Within the model class considered here, only the multiplicative channel changes M_q directly and therefore provides the explicit structural-to-spectral interface studied in this paper. We prove a structural–dynamical non-implication theorem within the specified model class, supported by two numerically verified K_3 counterexamples. We give the characteristic polynomial of M_q, the Hopf condition a_1a_2=a_3, the explicit Hopf threshold λ_H=1.1440860215…, and the transversality condition h'(λ)≠0. Two elementary realizations of w^: F→ R are given, one producing r_M=1 and one producing r_M=0, confirming that Dbi>0 does not imply r_M>0. No numerical predictions, empirical calibration, or historical judgments are offered.
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GUANHUA YU (2026) studied this question.
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