Since I did not find this in the user preferences, I decided to change my templates accordingly.
In the PostOpen event of my Database Script, I added the line:
In my notes.ini I added a line $ShowOrHidePreviewPane=1
If you want to disable preview, simply set $ShowOrHidePreviewPane=0 e.g. using an agent/action with @SetEnvironment.