The Collaborative International Dictionary of English v.0.48:

Gurjun \Gur"jun\, n.
   A thin balsam or wood oil derived from the Diptcrocarpus
   l[ae]vis, an East Indian tree. It is used in medicine, and
   as a substitute for linseed oil in the coarser kinds of
   paint.
   [1913 Webster]