Unfortunately, BA does not allow Australian-based flyers (among a few others) to register for their Executive Club and Avios.
I'd be grateful if somebody with access could do a quick search for award availability DOH-DAR in Economy and Business in either of their two daily flights on 8 and 9 July 2014.