“A scientific fact should be regarded as experimentally established only if a properly designed experiment rarely fails to give this level of significance.” Not “succeeds once in giving,” but “rarely fails to give.” A statistically significant finding gives you a clue, suggesting a promising place to focus your research energy. The significance test is the detective, not the judge.
