Hull et al. propose a set of features that can be used to identify explanatory systems as being selectionist. The commentary questions the necessity of identifying a unit of retention at the level of behavior-environment interactions. It is concluded that an answer to the question “Are units of retention necessary?” can only be given in light of a clear statement of the goals of a science of behavior.