请把下面改写的学术一点Prior to utilizing the mediation model the Bootstrap method was employed to test the presence of the mediation effect As revealed in Table 5 the confidence interval of the mediating effect

Prior to employing the mediation model, the Bootstrap method was utilized to test the existence of the mediation effect. The results, as presented in Table 5, indicate a statistically significant mediating effect in both paths, with confidence intervals that exclude 0. These findings suggest that intelligent development can effectively address misallocation by adjusting the income structure and enhancing the flow of human capital. This can be achieved through two independent intermediary channels, namely raising average income and widening income gap, or through the interlocking intermediary channels of raising income→accelerating human capital mobility, and widening income gap→accelerating human capital mobility. It is worth noting that income restructuring exerts both independent and interlocking mediating effects, while human capital mobility exerts independent mediating effects. In terms of the magnitude of the mediating values, the chain mediating effect of higher income levels is the most prominent for path (1), followed by the independent mediating effect of human capital mobility. For path (2), the independent mediating effect of human capital mobility is the most prominent, followed by the independent mediating effect of widening income gap