Before revision:  Second, in practice  we only have access to noisy proxies for these linguistic properties---e .g., predictions from classifiers and lexicons.
After revision:  Second, in practice we only have access to noisy proxies for the linguistic properties of interest -- e .g., predictions from classifiers and lexicons.