arXiv:2607.02888v1 Announce Type: new Abstract: Quantum error mitigation (QEM) is usually benchmarked by expectation-value accuracy, but many near-term workflows use those values only to make downstream choices such as argmin selection, ranking, top-k filtering, optimizer-step acceptance, or phase