Comment by 0xddd

I think the more interesting result (and more relevant to Chomsky's point) would be to work in the other direction. If you instead produce a list of sentences with similar log probabilities you will see that it contains a mix of grammatical and ungrammatical utterances. This implies something more is needed to distinguish them.