Plenary talk from the First Global Conference on Research Integration and Implementation: “Some Assembly Required: Networking and Team Science for the 21st Century.” Recent technological advances provide comprehensive digital traces of social actions, interactions, and transactions. These data provide an unprecedented exploratorium to model the socio-technical motivations for creating, maintaining, dissolving.