We foresee that future scientific literature will be increasingly network-centric. By this we mean that the linear form of the scientific article will be overcome and it will be presented as a network of modules connected by relations. These modules can contain organizational information concerning the structural aspects of an article as well as scientific discourse information concerning hypotheses made by the author of an article, evidence for the hypotheses, underlying datasets, findings, pointers to future research, etc. The conceptual relations between modules are materialized by explicitly labeled links. We can have different types of links: semantic links, rhetorical links and pragmatic links.