Allow me to provide an exmaple: Scripture says that Jesus was resurrected in fact. "Science" says that resurrection is impossible. So we err on the side of Scripture.

No science says anything about the resurrection, nor about miracles. Science relies on induction for its basic epistemology, if something is not reproducible ON DEMAND it is not accessible to science. At best, science is silent on the resurrection and any other miracles.