Previous work on readability has classified or ranked texts based on document-level measures such as word length, sentence length, number of different phrasal categories & parse tree depth (Petersen, 2007), and discourse coherence (Graesser et al., 2004), inter alia.
not all applications that need readability ratings deal with long documents.