Punishment for cowardice in World War 1?

Deserters would be court martialled. The trial usually ended with them being sentenced to be shot at dawn by a 12 man firing squad. In WW2 the only offence for which you could be put to death was mutiny, whereas there were several more in WW1 including cowardice, and striking a superior officer.