Science is simply the study of natural phenomena. You are comparing it to belief in "Science" as a belief in "God", but actually, science should be compared to theology. Theology exists because humans create it, and so does science. Science is a process, not a thing.
By logical definition, God does not exist because He is supernatural (outside of nature). Therefore arguing the use of the study of nature to prove or disprove God is the stupid part.