Bias in scoring grid modifications were controlled by using an Extrema decoy set to ensure that overlycharged compounds weren't given artificially high scores. Models were removed that did not satisfy these criteria. Lastly, a set of models were tested in an In-stock screen with a series of post-docking filters to identify a single best model that yielded the highest number of viable compounds.