Eigenvalues · Medium problem

A linear map on $\mathbb R^3$ has eigenvalues $3$, $-2$, and an unknown real number $r$, and scales every volume by a factor of $18$ while reversing orientation, i.e. $\det A = -18$. Find $\operatorname{tr}(A^2)$.