If you beat the game on the hardest difficulty, you get the automatic gun ALL the time.
Infinite Ammo:
Beat the game with an Automatic Weapon.
Wide Ammo:
Beat the game with Infinite Ammo.
Mirror Mode:
Beat the game on any difficulty without continuing.