no they don't. sometimes incompetence can stumble on the correct answer. like you could repeat the experiment, get very different results, be convinced of the charlatanism and incompetence of the original reporter, and then sigh a huge sigh of disgust because the data may have all been wrong but it points to the same overall/big-picture conclusion.