$ (1-r)^2 $
$ \text{df} = n-2 $

$$ \frac {\sqrt{(1-r)^2}} {\sqrt{\text{df}}} \\ = \sqrt {\frac {(1-r)^2}{n-2} } $$

t value for correlation coefficient =
$$ \frac {r}{se} $$