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The Vandenberg and Kuse paper[1] followed up on this using a test that was easier to administer to large groups. In that study, the average male score was the same as the 85th percentile of female scores.
"Significant" describes this difference much more accurately than "slight."
1. http://wexler.free.fr/library/files/peters%20(1995)%20a%20re...