The models are fit to the quinone and hydroquinone datasets independently (thus generating two sets of values for a, b, c,...) to reflect the assumption that the strength of the dipoledipole interaction varies between quinones and hydroquinones. This assumption is evaluated and discussed later in this section; the two datasets were also combined into one dataset to train one model (SI Section: Combined Quinone + Hydroquinone Dataset).