That fixes it. No barbarians, 5-6 difficulty setting, no non-military victory conditions and no city states.
Only problem now is that I get bum-rushed by an AI opponent by about 1000 BC with 7 (cheated) units, so the game is impossible. Besides, I can't find a map I like.
Edit: Ok, even on...