Convection in a micro-gravity environment works differently than on Earth. Instead of the hot air nearest the flame rising upward making space for the cold air to come in and feed the flame, the hot air expands uniformly pushing the cold air away. Essentially the flame will burn itself out since there is no fresh air available to make it burn.
More info: http://www.youtube.com/watch?v=fuFftT6ZR4k