Mathematics and the scientific method are metaphysical in nature.
Scientific method is metaphysics applied to the physical world only.
The scientific method is built upon several axioms.
Every axiom is metaphysical. Axioms are taken to be true through pure faith.
Sometimes mathematical principles can be used by the scientific method.