The initial model generated using LSRs is quite close to the experimental profiles compared to the DFT and ML models. This may be due to how the original model from Mazeau et al. was constructed. Reaction Mechanism Generator uses linear scaling relations, which may have led to selecting rate rules, reaction trees, and thermodynamic trees that generate more accurate results with thermodynamics generated from linear scaling relations.