D. By making assumptions or guesses
Science is based on facts and observations.
It can’t be experimentation because that gives you more data (more facts) to work with
It can’t be observation because it is giving you more information to help with your data
It can’t be by making models because a model will be giving you things to observe
But, guessing is based solely on intuition and luck. There’s no factual basis to a guess.