Wrong mode accidents don’t need to happen. My Prius has three modes for acceleration curves: Eco, Normal, and Power. If you push the pedal down all the way, you get full power in any mode.

Note: power mode does not increase power, it just waits longer to turn off the ICE in order to improve throttle response