The 10 years recommendation is due to their cognitive abilities - children still don't have the depth/speed perception to calculate whether they are safe from an oncoming vehicle.

Mined used to walk alone from the shops to school in Canberra. Except they weren't really alone because lots of us let them walk from there and there were other children to walk with and other parents driving and walking along that stretch that kept an eye on them.