Sample $n^2$ integers $a_{11},\dots,a_{nn}$ in $0\subsetneq[-d,d]$ uniformly.

What is the probability that the resulting matrix $[a_{ij}]$ has rank $r$?

What is a good strategy to generate such a rank $r$ matrix quickly deterministically?

Is there a nice parametrization of such matrices?