When you play a scene, you should assign as many characters as possible to increase your chance of earning bigger rewards. Each time you add a character in a scene, you will increase your chance to get the special item and also you will obtain more Cents & XP.
By placing all characters involved in the scene, you get 100% chance of earning the maximum rewards, including a very rare item!