Interestingly enough, there is no obvious correlation between how engaging the dialogue has been perceived and simple metrics like the length of the response or the number of asked questions.
it is strongly correlated with DISCOVERYSCORE, indicating that it indeed can be used as one of the automatic metrics for dialogues quality.