This could unfairly help the correlation between the cosines returned by the system and human judgements because the good role-fillers would all have the same cosine value, thus reducing the effect of the cosine ratings produced for the more distant (interesting) role-fillers.
we prohibit our system from returning any cosines of 1.0.