Science labs should promote reasoning that resembles the work that scientists do. However, this is often not the case. We present a lab in which students strive to find out which of two models best describes a physics experiment. The quantification of measurement uncertainties—another topic that is often neglected in high school curricula—determines the quality of the data, and will play a central role in the final decision between these models and is a vital skill in the modern world.

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