The gaps are the problem. I've had good luck with wood glue, but I had
to put masking tape on to keep it from running out.

In the end, the spot has tape perminantly glued in the joing. You may
also want to try fill in the any gaps with tooth picks, popicle sticks
or sawdust/glue mix.