Before revision:  Our results reveal that reliable mechanism deduction from noisy chemical reaction networks is feasible through the combination of first-principles calculations, kinetic-modeling techniques, and rigorous statistical methods .
After revision:  Our results reveal that KiNetX reliably supports the deduction of product ratios, dominant reaction pathways, and possibly other network properties from semi-accurate electronic structure data .