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(3) The street quality assessment results based on the two-dimensional measurement system are more consistent with the field research perception evaluation (Kappa=0.72) and significantly better than the single objective indicator model (Kappa=0.53), indicating that the integration of subjective and objective dimensions can improve the accuracy of identification

Errors that were previously correctable may now carry immediate monetary penalties

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