Azimuthal anisotropy scaling functions are constructed from species-resolved anisotropy measurements in Pb+Pb (, TeV) and Au+Au (-~GeV) collisions to probe baryon transport and medium response at finite baryon chemical potential (). Within this data-driven framework, meson and baryon anisotropies spanning the collective-flow and quenching regimes collapse onto common scaling curves, enabling quantitative separation of viscous attenuation, radial flow, and hadronic re-scattering. The attenuation scale exhibits a non-monotonic beam-energy dependence, coincident with the low-energy rise of hadronic re-scattering, consistent with a temperature-dependent specific shear viscosity featuring a near-minimum near the QCD critical region. A charge-odd baryon-antibaryon separation in the effective radial-flow response is negligible at LHC energies but grows toward lower . This species-uniform, baryon-number-scaling separation across and disfavors a purely hadronic origin and supports junction-driven net-baryon transport at finite , enhancing the experimental visibility of critical dynamics in finite, rapidly evolving systems. Together, these results establish species-resolved scaling functions as a compact and robust tool for constraining baryon stopping, medium opacity, and QGP transport properties.

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