Remark: Why a count is insufficient

The expected survivor count is $pmn$, but the variance parameter also depends on the row and column energy distribution. Two matrices can have the same survivor count and very different $v$, downstream amplification, and classification margins. A count-only observable concentration claim requires additional normalization and influence bounds.