Straightforward PageRank calculations, when applied to the scientific literature, are hampered by two factors: on the one hand, the progression of time imposes a directional structure on the citation network.
pageRank values of older papers are systematically inflated as pageRank can only ever flow from newer to older papers (Walker et al., 2007).