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The risk is much higher for professional players, but for semi professionals, they have more to potentially gain than lose.
It is a no brainer. People playing in the biggest leagues and within the most important teams of the world do not have anything to gain by getting corrupted and partake in match fixing, they already have a lot of money, followers and mucho of the luxuries most of us will never touch. So when comes to gambling, it is better to stick to the biggest leagues/tournaments and the teams with the highest levels of prestige.
New players and in smaller leagues are easier to corrupt, because they could be going though a moment in their lives in which they do not see much of a window for them to reach the high level of star players, so they partially give up on their dream and sell their will and reputation to the highest bidder: the mafias and crime organizations.
Maybe, that is why I only like to bet in the leagues of the size of the World cup, the Copa America... etc. and never do when comes to regional or even national matches, this is a very corrupt country, and I don't doubt some people in power here have ties with match fixers aka (criminals)