OS X Yosemite focuses automatically
This is because Full Keyboard Access is turned on. To turn it off, go to 
System Preferences, Keyboard, Shortcuts tab, and select Text boxes and lists only at the bottom.

Alternatively, Control-F7 will toggle this.