Notably, these species exhibit a lighter shade in Figure compared to the rest of the network, suggesting differential effects of the applied corrections on these particular reaction components. The different adducts (i.e. the adduct of "A" and "W" is represented as "[A+W]") have become darker, indicating ]that they are now more stable. As a consequence, the overall reaction becomes more dynamic, as the generalized increase in the thickness of the edges indicates. Some reactions are still slow, such as the uncatalyzed hemiaminal dehydration (corresponding to the edges between "H" and "[I+W]", in green). This interpretation aligns well with the results of the microkinetic simulations carried out in the original work where the simulations with the uncorrected system (Figure ), led to no imine formation, while the simulations of the corrected system were consistent with previous experimental results.