Publishing Credibility

How do we now determine the credibility of what's published - be it on-line or by more traditional methods?

Not too long ago, traditional educators expressed concerns about trusting anything that's on-line, but if this story's true (perhaps it's not, perhaps it another on-line scam), where does this leave the beliefs of those who still dislike the on-line medium.