I have a multi layer system:
In the 40s- just neoprene booties and regular socks
In the 30s-wool socks and neoprene booties + Gore bootie over that
In the 20s and 10s. Super thin sock with a chemical toe warmer plus smartwool sock over the toe warmer with the booties as above.