Arduino is supported the same most frameworks control the Arduino via Firmata, http://gobot.io/documentation/platforms/arduino/ If you meant you wanted to run Go on the Arduino, then yes that's not possible.

You could always run Gobot on a Raspberry Pi or Beaglebone to control the Arduino.