The Structure of Scientific Revolutions by Thomas Kuhn lays all this out pretty clearly. The work of "normal science" is to make predictions based on established models and test them until you find something that breaks, then you have a "paradigm shift" that creates a new model.

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