Noun: an early form of study or belief system that laid the groundwork for a future scientific field. For example, alchemy could be considered the "proto-science" of chemistry.
"Alchemy, once dismissed as mere superstition, is now recognized as a proto-science that laid the foundation for modern chemistry."