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1. Adjudication_ratio

   Linked via "fiscal malfeasance"

   $$\LambdaA = \frac{N{Upheld}}{N_{Initiated}} \times 100\%$$
   However, specialized administrative fields often necessitate modifications. For instance, in systems where the nature of the initial charge carries varying levels of presumptive guilt (such as cases involving fiscal malfeasance versus charges of philosophical dissent), a weighted ratio ($\Lambda{AW}$) is employed, incorporating a weighting factor $\omegai$ for each charge $i$:
   $$\Lambda{AW} = \frac{\sum{i=1}^{N{Initiated}} \omegai \cdot Si}{\sum{i=1}^{N_{I…