It seems like you are in case 3 here? I believe az.compare gives back a set of model model weights that would result in optimal PSIS-LOO, given the data (@OriolAbril am I interpreting that right?). That might be a more feisible approach than trying to endogenously model the selection between the theories/models (which might not be identified anyway, if they are sufficiently similar)
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