The pilot reported that after takeoff from a private airstrip in the amphibian aircraft, he forgot to retract the landing gear before touching down on the river. The bow of the floats dug into the water and the aircraft nosed over. After the aircraft was recovered, it was noted that the nose wheels on the bow of the floats were broken off. The pilot reported no mechanical failures or malfunctions with the aircraft at the time of the accident.