Before revision:  Traditional causal estimators, however, usually gain spurious information on the unobservable directions, leading to over confident covariance inconsistent with the actual estimator errors.
After revision:  Traditional causal estimators, however, usually gain spurious information on the unobservable directions, leading to over-confident covariance inconsistent with the actual estimator errors.