Statistical probability based tests use mathematical operations but they are not part of real math nor real science

Most "scientific" journal articles use probability based statistics tests. At that point even if they did not fake the data the conclusions they come to can not be trusted

Often they post a mean and standard deviation allegedly calculated from raw data but do not post the raw data ( with people's names removed or altered for privacy )

Preventing alternative calculations