A theory. The bigger the bird, the harder it falls. Weight/mass of geese doesn't need slow, rapidly decelerating lighter shot loads and that describes most non-tox loads.
I've shot geese with lead, Hevi-Metal, Hevi-Shot, Bismuth and tungsten/polymer. Only tungsten/polymer is, to me at...