The most important part of gathering knowledge in science is asking questions. Questions are the basis of most of the discoveries made, since they are the reason why scientists are motivated to find answers to them and add to their knowledge. More the number of questions are asked, more does the knowledge increases. Also, asking questions is crucial to any form of knowledge.
What is the most important part of gathering knowledge in science