Then there's the more obvious point that if you haven't taken many repeated measurements, you simply do not know whether the data has a gaussian distribution, and you are not justified in using the formulae (often built into computerized data analysis programs) that assume gaussian distributions. Most students, and even some teachers, seem totally unaware of this inconvenient fact.