> The mathematical answer is you hit green every time. Nope. There's a whole field of research about this - decision theory - which doesn't agree with this decision. Most people appear to go with the Minmax approach - they minimize potential losses(or in this example: maximize minimal payouts). For one-time events it's a sound strategy.
Finding one mathematical concept and saying "mathematics say this" is so strange.