The Structure of Scientific Revolutions (1962) by Thomas Kuhn is a fantastic book that explores the history of science while also debunking the commonly held belief that discoveries (of gravity, oxygen gas etc) are instantaneous observations, instead of a gradual weaving together of several seemingly contradicting observations.

https://en.wikipedia.org/wiki/The_Structure_of_Scientific_Re...