The distrust of individual scholars found in science is in fact an example of aligning individual incentives, by making success and prestige dependent on genuine truth-seeking.

Scientists generally do trust scientific papers to not lie about the results they report.

Even an organisations like the FDA frequently gives companies the presumption of correct data reporting as demonstrated well in the Ranbaxy case.