You can. We know the properties of materials based on experimentation. In the same way, we can statistically quantify the results that come out of any kind of spaghetti box, based on repeated trials. Just like it's done in many other fields. Science is based on repeated testing of hypotheses. You rarely get black and white answers, just results that suggest things. Like the tensile strength of some particular steel alloy or something.