In a petrochemical plant study, two promoted workers were run through decision-making exercises: the confident one who impressed everyone actually lacked understanding of critical plant dynamics, while the tentative one who worried colleagues actually had deep causal knowledge; the tentative one was cleared for panel operations while the confident one was sent back for another year of training.