Installing Mavericks on a brand new machine that shipped with Yosemite pre-installed?

Due to battery backups not working properly in Yosemite, I need to downgrade a machine to Mavericks. Unfortunately, this is a brand new Mac Mini and it shipped with OS X 10.10.0 installed.

I read various questions here, as well as some articles from other websites, and created a Mavericks 10.9.5 installer on a USB stick. I can boot from this USB stick on an iMac we have here, but the Mac Mini will not allow me to.

Is it even possible to run Mavericks on this machine--Macmini7,1?