Before revision:  In our approach, we score the patterns in the covariance matrix in one go and we incorporate the available background knowledge in the form of priors over causal structures.
After revision:  In our approach, we score the patterns in the covariance matrix in one go and we incorporate the available background knowledge in the form of priors to derive posterior probabilities over local causal structures.