We prove a relation between the scaling h β of the elastic energies of shrinking non-Euclidean bodies S h of thickness h → 0, and the curvature along their mid-surface S. This extends and generalizes similar results for plates [BLS16, LRR] to any dimension and co-dimension. In particular, it proves that the natural scaling for non-Euclidean rods with smooth metric is h 4 , as claimed in [AAE + 12] using a formal asymptotic expansion. The proof involves calculating the Γ-limit for the elastic energies of small balls B h (p), scaled by h 4 , and showing that the limit infimum energy is given by a square of a norm of the curvature at a point p. This Γ-limit proves asymptotics calculated in [AKM + 16].