How much evidence do we need to conclude that a hypothesis is true? Should it be different for different situations? For example, compare testing a medicine that could have bad side effects to working out which of two approved fertilizers most improve crops.

How much evidence do we need to conclude that a hypothesis is true? Should it be different for different situations? For example, compare testing a medicine that could have bad side effects to working out which of two approved fertilizers most improve crops.