We characterize the subsets of a metric space with doubling measure whose distance function to some negative power belongs to the Muckenhoupt class of weights in . To this end, we introduce the weakly porous sets in this setting, and show that, along with certain doubling-type conditions for the sizes of the largest -free holes, these sets characterize the mentioned -property. We exhibit examples showing the optimality of these conditions, and simplify them in the particular case where the underlying measure satisfies a qualitative annular decay property. In addition, we use some of these distance functions as a new and simple method to explicitly construct doubling weights in that do not belong to

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