In this section, we begin by assessing the performance of the two ML models and the ability to provide a confidence value for ML predictions. Following this, we will explore potential applications such as using chemical selectivity predictions to post-filter retrosynthetic routes and evaluating the chemical stability of esters and carbamates towards hydrolysis reactions.