Just a couple of comments:
I agree with Melvin Loh that the Japanese logisitcal arrangements were woeful to say the least. If anything, this would ensure that they couldn't take Port Moresby. It's speaks well of their fighting abilities that they got so close, but it's no surprise that, when they were finally stopped, they were pushed back in the manner of the OTL.
I'll also agree with Cockroach who identifed a reversal of the Coral Sea battle is probably the best option for a POD with the capture of Port Moresby.
Maybe an Australian loss at Milne Bay, could be another option, but the Japanese were even more so isolated at Milne Bay than on the Kokoda Trail. So it could very well be a short lived victory leading to nothing.
As for Curtin: his first duty was to ensure that Australia was safe from invasion. That really didn't become obvious until 1943. By then the bulk of the Australian army was committed to New Guinea. Likewise, even though some airforce & naval personnel maybe deployed in Europe, the bulk of the RAAF & RAN were deployed in the South Pacific - those that hadn't been shot down or sunk yet that is. But the Japanese can certainly testify to the effectiveness of the RAAF.
Whatever came later in the war, whether they be dreams of grandure or whatever, are frankly too little too late. The Americans far outnumber Australians, both in manpower & resources, whilst the Japanese are basically on the run by 1944. Of course it doesn't help the Australian military to have a drunkard yoboo as its chief, in the form of Blamey, who was completely useless for all & sundry & acted like a huge anchor ensuring virtually nothing was done until very late in the war ie operations in Borneo etc. So if we're going to have a blame game going, pick on Blamey, not Curtin who inherited the war from Menzies in October 1941 & thus was only PM for 4 years of the war NOT 6