Residual agreement in a kinetic or moment equation does not automatically identify every higher-order closure variable entering a nonequilibrium shock. We formulate this issue as an observability problem for the fourth-order closure content of monatomic normal shocks and follow it through a hierarchy of collision models and diagnostics. The kinematic part of the result is independent of the collision operator: the one-dimensional heat-flux budget observes the projected fourth-order channel , not the tensorial R26-level moment separately from the scalar fourth-order excess . The observation map therefore has a one-dimensional null space, so a heat-flux residual can be small while the split between tensorial anisotropy and isotropic tail intensity remains wrong. A DVM-consistent scalar-excess budget supplies the missing channel and gives the two-channel reconstruction without direct data. Across BGK shocks at Mach 2–5, this reduces the active-zone error from about – to –. Sparse scalar-excess interpolation is used only as an information-reduction test: a representative 24-probe operating point gives errors below , and below with probe noise. Collision-model diagnostics then separate the invariant observation channel from the model-dependent source law. Shakhov changes the heat-flux relaxation to the correct Prandtl number but is neutral in the even scalar-excess source; a direct discrete Shakhov channel check recovers , and with errors , and , respectively.

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