Why a higher classification score makes a higher IoUamplified?

[hellojialee]

According to the equation $I o U_{\text {amplified }}=\left(I o U_{\text {anchor }}\right)^{\frac{\sigma-p}{\sigma}}$, IoUamplified is negatively correlated with p.