With hardcoe mode turned on your companions are not essential, they can die. With hardcoe off they're essential and only go unconscious when they're health reaches zero.
You won't get the unique Gauss Rifle if the aliens are there, only the Alien Blaster. If you want the Gauss Rifle don't take the Wild Wasteland trait.