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The math becomes simpler when the weight is inverted, i.e. a simple multiplication to get the (inverse) score. Inverse weights are normalized to the range [0..1] where a lower number is a higher weight, The enum select_criteria_t is used to provide a std::function that takes the backends as vector (rather than the prior pairwise compares) and returns the best backend.