I believe that the new battery shield have fixed this issue.
Are you using an old battery shield? You can check to see if the component is on your shield by comparing with this thread:
Let me know how it goes!
Another thing i will try is to plug the USB to the shield and attach the battery to see if charging happens without the core. 