Yup. The paper notes that initially they got a statistically significant effect in women, but nothing in men. They were using a standard library of erotic images intended to be used in scientific experiements. They then started using modern hardcore internet pornography instead of the standard scientific library of pornography and the results were then comparable.
In our first retroactive experiment (Experiments 5, described below), women showed psi effects to highly arousing stimuli but men did not. Because this appeared to have arisen from men’s lower arousal to such stimuli, we introduced different erotic and negative pictures for men and women in subsequent studies, including this one, using stronger and more explicit images from Internet sites for the men. We also provided two additional sets of erotic pictures so that men could choose the option of seeing male–male erotic images and women could choose the option of seeing female–female erotic images.
That isn't exactly methodologically reassuring. If you keep fiddling with the parameters you'll eventually get an outlier result even if the effect is nonexistent.
Ben Goertzel has a rather long psi-related article in Humanity Plus Magazine, apparently prompted by the recent precognition study to be published in Journal of Personality and Social Psychology. He's arguing that psi is real and we should expect to see the results of this study replicated.