In our model, alignment between Q and R and the prior for the author of R with respect to marker class m correspond to feature vectors a and b, respectively, with a first feature indicating marker presence and a second feature accounting for marker frequency.
in the current setting, if w 2 = 0, we obtain the original measure where only the presence of a marker is recorded, without taking into account frequency and hence post length.