I bet of they allowed people to opt in, at least a huge minority of Tesla owners would jump through hoops (like login and recaptcha) to contribute data if it advances the science.
> By November 2016, Autopilot had operated actively on hardware version 1 vehicles for 300 million miles (500 million km) and 1.3 billion miles (2 billion km) in shadow mode.[21]