I'm not sure what evidence you would expect to see if it was self-selection because of an in-group mentality versus explicit hostility to intentionally keep some out.

By comparison, is there some affirmative evidence for the reason why there are so few liberals in the FBI is because they self-selected out, instead of that the FBI being perceived as a conservative institution causes them to self-select out?