Here, each column of the constant matrix Γ {\displaystyle \Gamma } represents the net stoichiometry of a reaction, and so Γ {\displaystyle \Gamma } is called the stoichiometry matrix. V ( x ) {\displaystyle V(x)} is a vector-valued function where each output value represents a reaction rate, referred to as the kinetics.