Under certain circumstances you might be entitled to receive some stage clear bonuses when you clear the stage. Here are few things for you to note if you are aiming for clear stage bonuses:

1) Earn higher exploration score

2) Clear stages without going back to town

There are more criteria for bonuses, so keep trying different things to earn clear bonuses!