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Sea‐level rise is a “nascent subsystem” with policy actors actively developing initial policy preferences through participation across multiple policy forums in a polycentric system. This paper uses item‐response models to empirically analyze how actors, perceived problems, and preferred policy solutions are related in a latent “policy space”. We focus on California's San Francisco Bay region, where...