How can scientists know the half-life of materials that take 1 billion years to decay even slightly. Just how much assumption and guessing goes into radiometric dating?

If a new scientist were to come into the field and take away 5 zero's or add 5 zeros to every measurement, so that all things are equal, would it actually matter in the grand scheme of science?