On Certainty: "in physics, when you claim 99.8% confidence (a ~3σ result), you’re still about 0.19997% away from the ~5σ result we require for a robust, valid detection we can rely on."
Or, how the Fermi GBM (gamma-ray burst monitor) turned out to be wrong on a result with confidence 3σ.