Scot Free refers to two things: one, freemasons often refer to themselves as "scottish" even when obviously not, and two, in Scottish Law there is a verdict of "not proven" available, meaning everyone knows you did it but you're getting off. Usually connected to the first meaning.
It means masonic secret societies looking out for their own.