Hmm not sure cause I was not a apart of it myself.

But Facebook recently 'cleaned house' of the old groups when it changed its recent upgrade so if this page is not something that was active and being maintained and therefore 'upgraded' by the administrator of the page ~ it was likely deleted or archived which means no 'new' people would be able to join it?