The lexical features consist of the lemma of the collocate and the bigram made up of the lemmas of the base and collocate.
if this is not the case, it checks whether the gender suffix is wrong, considering it as a 'gender Creation error', as in, e.g., *hacer regala instead of hacer regalo, lit.