4) This is the reasoning used to reach a decision based on a set of assumptions, or it may be defined as the science of reasoning, proof, thinking, or inference.

Logic.

You use logic to come to reasonable conclusions based on the information presented to you. The conclusion may be taken from assumptions made with limited information presented, or it might be based off of evidence, proof, thinking, or reasoning.