The informed know enough to know they don't know everything. The uninformed don't know enough to know what they don't know.

There has actually been a study on the subject. Those who know least generally rate themselves as knowing the most and those that know the most generally rate themselves as not knowing the subject well. This is true until you get to the true subject matter experts, who start rating themselves higher.