So I understand that there's a certain minimum damage for combat and it makes sense somewhat... 

However, here's a pretty absurd situation... I had one Battleship vs 6 Quadriemes... the battleship can one-shot each quadrireme but together, the remaining five were hitting at ~10 hp per attack.

They would have sunk it had I not brought in 5 caravels :-D