Confidence in science hinges on clear definitions and rigorous methodologies. Observations must be measurable and reproducible, leading to well-formed hypotheses and experiments. The pitfalls of nutrition epidemiology highlight the dangers of unscientific methods that can undermine public trust and obscure the truth about dietary impacts on health.