Once again, the strongest feature was one of the LSA set, feature 12 (LSA similarity score of the target sentence with all the sentences of the abstract classified as Purpose).
we have measured the agreement between two human annotators by the Kappa statistics over a randomly selected subset of 46 sentences of the corpus and was around 0.7 (see Table 8).