I shut down GC3 normally (I thought) and over a half hour later, after posting, I tried to shut down steam. It complained that galciv3 was still running, and the Task Manager confirmed that it was. I had to kill it from the TM.
Wondering if anyone else is having this issue with the new patch. Going to watch it and if it occurs again I will document it and send a ticket.