Children balance theories and evidence in exploration, explanation, and learning

► We look how evidence and prior beliefs effect exploration, explanation and learning. ► We tested children with differential prior beliefs about balance relationships. ► Identical evidence was explored differently depending on children's prior beliefs. ► Children appealed to auxiliary variables to explain belief-violations. ► Children revised predictions in the absence of the explanatory auxiliary variable.