Although this dataset is quite large, it consists mainly of drug-like molecules that are of interest to our industry partners. As a consequence, not all parameters are covered by the molecules on this dataset, as Sage is general enough to represent chemistries which are rare in drug-like molecules. The following parameters are not applied on any molecule in this dataset (SMARTS for each bond ID are given in SI Table ):