Gate Smart Bidding manual-lever recommendations

Judges: A drafted recommendation line from an audit plan. Questions: choice:lever - bid_modifier, device_adjustment, ad_schedule_modifier, hard_exclusion, negative_keyword, budget_change, tracking_fix, other; noul:requires_manual_bidding. Action: Code drops any requires_manual_bi

CA clean typed decision with low volume or low value, or too vague to act on.3.00

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 “Gate Smart Bidding manual-lever recommendations”?",
  "input": "<input to classify>",
  "output": "one label from a fixed list"
}

Related use cases

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