Does IPscreener weight in the and adapt according to rankings in previous versions, e.g. if ranking documents to be very good (want more of this) or noise (do not want to see these documents) ?

Currently no. However we are implementing this features where the next version is optimized in view of rankings done, will be out in Q1 2019.