Scale up behavioral measurement w ML& you get extra noise & bias. "Classification errors distort findings in automated speech processing," by @lucasgautheron.bsky.social, Kidd, Malko, @marvinlavechin.bsky.social & @acristia.bsky.social shows how to deal w that: pubmed.ncbi.nlm.nih.gov/42151656/ 1/