At this time Tableau Prep doesn't output full Tableau data sources with metadata like dimension/measure, continuous/distinct, number or date formats, aliases, calculated fields, etc. Personally I'm hoping they add that at some point!
Cool, thanks. I'm sure it's on the roadmap. Why output to a proprietary data source without supporting all the features of the data source?