Mount Gambier is not a volcano in the traditional sense. It is a volcanic maar. This means it formed when magma interacted with groundwater, causing a massive steam explosion that blew a hole in the ground.
The volcanic activity that formed Mount Gambier happened around 5,000 to 26,000 years ago. There is no evidence of any eruptions since then.