The larger issue is from studies being intentionally misleading for corporate gain. The food pyramid is the most prominent example that comes to mind.
Cigarettes was pretty clear pretty fast, they resorting to hiding the research, it was much more difficult to obfuscate it.
With practical matters putting a man on the moon it's easy to figure out who's wrong and right.