There's a good standup bit out there: we used to have a word for "doing your own research": reading! Now everyone gives you shit for it.
A lot of these disputes can be simplified to "I don't trust your sources".
Obviously, in your head your sources are evidence while their sources are 'evidence', and the same might be true for them.