Before revision:  Thus, we can say with reasonable certainty that in energy futures markets we cannot talk about deterministicbutterfly effect .
After revision:  Thus, the empirical evidence suggests that commodity and energy futures prices are the measured footprint of a nonlinear deterministic, rather than a stochastic, system .