Scholarship Circles are self-managed groups that share a particular interest. This could be anything from practical classroom ideas to research, or from ways to get published to materials exploration. The people in the circle decide how regularly to meet and the focus of the meetings. You can be in as many circles as you choose.
Here is a video giving more information about Scholarship Circles.