Bias-sensitivity screen on items

Judges: one item. Questions: noul:culturally_specific_knowledge_needed; noul:gendered_context. Action: Review panel packet.

CA clean typed decision with low volume or low value, or too vague to act on.2.82

Key facts

Vertical
Cross-industry
Function
Content & brand
Status
Idea
Volume
occasional
Value
meaningful
Risk
moderate
Evidence
—
Flags
check-fit

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 “Bias-sensitivity screen on items”?",
  "input": "<input to classify>",
  "output": "one label from a fixed list"
}

Related use cases

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