Gmail. Google Maps. The App Store. Every one was dismissed like an absurd April Fools’ prank. Every one became unavoidable. And every one came with a price tag nobody saw coming.

Psychologist Brian Nosek’s latest work indicates that many results in the social sciences don’t stand up to immediate scrutiny. But that’s the beginning of a conversation, not the end, he explains to ...