  We prove that the $k$th term of the Johnson filtration of a closed,
orientable surface of genus $g \geq 2$ has cohomological dimension $2g - 3$ for
all $k \geq 3$ and $g \geq 2$. This answers a question of Farb and
Bestvina--Bux--Margalit.
