I just assume all reviews are lying unless I know the reviewer or have validated their past reviews. I don't know why these sites don't lean into the social angle and weight reviews by social-graph distance. This certainly doesn't mean you have to HIDE the public reviews by unknown people.... just give an incentive to give input at what sort of reviews you want.