Back in the day, when science was not just science but SCIENCE!, the scientists needed gadgets that really let the layman know that important and explosive knowledge was being gained. Room-sized computers with an infinite amount of knobs and of course the slide rule. It separated the men of SCIENCE! from the men of science.
Then the calculator came along and allowed everyone to enjoy science at a leisurely pace with no emphasis or fancy art deco laboratories.