Before revision:  First, KiNetX  identifies and eliminates all kinetically irrelevant species and elementary reactions to guide and, thereby, accelerate the exploration of chemical reaction space. Second, KiNetX propagates the correlated uncertainty in the network parameters (activation free energies) obtained from ensembles of quantum chemical models to infer the uncertainty of product distributions and entire reaction mechanisms .
After revision:  First, KiNetX identifies and eliminates all kinetically irrelevant species and elementary reactions to reduce a complex network graph to a comprehensible mechanism .