Flag unearned causal claims about disavow results

Judges: A report sentence about ranking changes after a disavow. Questions: noul:claims_disavow_caused_improvement; noul:evidence_is_timing_only. Action: Code blocks causal language before the 2-week, 4-week, and 3-month check-in reports are sent.

CA clean typed decision with low volume or low value, or too vague to act on.3.36

Key facts

Vertical
Agencies, media & creators
Function
SEO & AI search
Status
Idea
Volume
occasional
Value
meaningful
Risk
moderate
Evidence
—
Flags
None

Build this with a classifier

Define a typed decision with a bounded answer, then evaluate it on examples.

{
  "decision_type": "choice",
  "question": "Does this input match the decision in “Flag unearned causal claims about disavow results”?",
  "input": "<input to classify>",
  "output": "one label from a fixed list"
}

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