The notion of agreement departs a little bit from the classical fraction of common votes/total votes and instead is based on a vector model of votes, using cosine similarity as a value of agreement. The agreement groups are computed by heuristically optimizing a quantity called the cohesion and which turns out is really correlated to the way people perceive social communities (the old preprint of the first paper: http://arxiv.org/pdf/1107.3231.pdf).