“Sometimes errors are very nuanced or even debatable, and these disputes can exist in gray areas where it’s not clear who is right and who is wrong,” Mummolo said. “But sometimes, errors are very clear-cut, provable, and simple matters of logic, and as scientists we need to be able to tell the difference.”