Is knowledge of science associated with higher skepticism of pseudoscientific claims?

Is knowledge of science associated with higher skepticism of pseudoscientific claims?
Johnson, M. and Massimo P. (2004)
The American Biology Teacher 66(8): 536-548.
Virginia. National Science Foundation.