The problem is that if it cannot be determined by experimentation then it is NOT science.
From string theory, multi verse, to creationism all fit into philosophy. The only difference is that you can muse using items that make you comfortable verses having hard results to evaluate. I am comfortable with dealing with issues that have no reasonable expectation of knowing everything. It is those that are closed to alternatives that have difficulty.