The problem is when both sides of a scientific debate are rigorous and correctly apply their reason to the same evidence... except, they start from different implicit assumptions. Now, the kinds of assumptions hiding under an argument will vary from case to case, from philosophical and religious beliefs to value judgments, from degrees of selfishness to political interests and so on, but one major assumption that is always present in every explanation is its purpose.