Budget anomaly commentary relevance

Judges: account change-log entry. Questions: choice:impact - spend/targeting/creative/tracking/none. Action: Links changes to performance dips in the review.

CA clean typed decision with low volume or low value, or too vague to act on.3.48

Key facts

Vertical
Cross-industry
Function
Ads
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 “Budget anomaly commentary relevance”?",
  "input": "<input to classify>",
  "output": "one label from a fixed list"
}

Related use cases

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