From my limited experience, the watermeal will assume dominance, depending on temperatures and the nutrient levels in the water. Adding to Kelly's comments: watermeal does not have a root dangling from it's leaves. Duckweed does.
Watermeal is supposed to be a superfood, too. I might try using it as a mulch. Or in the compost heap.