Unfortunately changing the metric didnt work as its the route preference which determines whether its put in the forwarding table. By default ospf internal routes have preference 10 and ospf external routes have preference 150. For some reason, one of my routers is advertising the routes with the 10 preference and the other with the 150 preference.
Is there any doco which explains what makes a route 'internal' or 'external'?