Automatic Classifiers as Scientific Instruments: One Step Further Away from Ground-Truth

Jacob Whitehill, Anand Ramakrishnan

Automatic machine learning-based detectors of various psychological and social phenomena (e.g., emotion, stress, engagement) have great potential to advance basic science. However,…