this is down to the session.save_handler value in php.ini - the default is files, which stores the session on the server. There is another value that specifies that the session id should be passed in the url automagically.
If you have access to the php.ini, change this. If not, I think you would have to write custom handlers using session.set_save_handler
hope that helps.
adam