The mechanical response of packings of purely repulsive, spherical particles to athermal, quasistatic simple shear near jamming onset is highly nonlinear. Previous studies have shown that, at small pressure , the ensemble-averaged static shear modulus scales with , where , but above a characteristic pressure , $\langle G-G_0 \rangle \sim p^\beta\beta \approx 0.5$. However, we find that the shear modulus for an individual packing typically decreases linearly with along a geometrical family where the contact network does not change. We resolve this discrepancy by showing that, while the shear modulus does decrease linearly within geometrical families, also depends on a contribution from discontinuous jumps in that occur at the transitions between geometrical families. For , geometrical-family and rearrangement contributions to are of opposite signs and remain comparable for all system sizes. $\langle G \rangle$ can be described by a scaling function that smoothly transitions between the two power-law exponents and . We also demonstrate the phenomenon of {\it compression unjamming}, where a jammed packing can unjam via isotropic compression.

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