Overall signal: More constructive +0.140Constructive 0.26 · Harmful 0.12 (each / 1)
Two signal scores
Harmful signals 0.12Constructive signals 0.26
Sarah T Roberts, PhD
Verified by bsky.app · checked 2026-10-28
Professor, researcher, author. Prez, Assoc of Internet Researchers (AOIR), gay lady into synths, computers, music, film. Wrote a book called Behind the Screen: Content Moderation in the Shadows of Social Media (YUP 19), and Meta stole it to train its LLM.
Overall signalNot enough posts to summarize
100%Constructive-leaning posts1 of 1 scored posts
+0.140constructive − harmful
Constructive 100%Harmful 0%Balanced 0%
1 original posts scoredTracking since 2026-10-28
Signal breakdown
Harmful signals
Harmful signals12%
Constructive signals
Constructive signals26%
Older assessments used three questions per signal; they remain averaged as originally scored. Each post is assessed once.