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No, since "between 3" doesn't mean anything. Do you mean between -3 and +3?
You can find the differences between arithmetic and geometric mean in the following link: "Calculation of the geometric mean of two numbers".
The difference between arithmetic and geometric mean you can find in the following link: "Calculation of the geometric mean of two numbers".
There is no direct relationship between the mean and mode.