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Prior to performing any experiments, doing any reading, or obtaining any data you have to direct yourself on impressions and guesses that are, hopefully, informed based on past experiences and knowledge. Yes, scientists do operate as you describe but they can't get away with doing that forever- eventually, they have to perform some experiments to validate what they have proposed.