Many authors have argued that digital technologies enable collaboration without central oversight or authority, obviating the need for hierarchical bureaucracies characterize industrial capitalism. In this context, Wikipedia is often mentioned as a paradigmatic example. We draw on classical accounts of Robert Michels and Max Weber to study mechanisms pushing towards away from power concentratio...