Science based upon rationalism has places for application, but is woefully insufficient to explain all of Creation. The consequences of limiting one’s place to only science is quickly followed by erring into believing it is a viable substitute for His Plan.
The "fall" is still an interpretation. Take science out of the equation and you have other spiritual interpretations as well. Not everyone is onboard with original sin and the creation "groaning".