What's this button on Calendar.app?

On OS X 10.9.5, the Calendar.app toolbar sometimes adds this button:

There's no tooltip, and the Calendar toolbar isn't editable so there's no way to show a label for it. I can't find anything in the online documentation about it.

I think it has something to do with remote/subscribed calendars, but what, exactly?