Estimating the Prevalence of Toxic Comments on Social Media Platforms Using a Calibrate-Extrapolate Framework

The core message of this article is to introduce a "Calibrate-Extrapolate" framework for efficiently processing and analyzing content to estimate the prevalence of toxic comments on social media platforms, using a pre-trained black box classifier.