Adaptive-test item exposure screening
Judges: one item text vs. forum posts. Questions: noul:item_leaked. Action: Retire exposed items.
STop tier. Meets A, and the payoff is major with high confidence.4.36
Key facts
- Vertical
- Education
- Function
- Research & education
- Status
- Idea
- Volume
- routine
- Value
- major
- 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 “Adaptive-test item exposure screening”?",
"input": "<input to classify>",
"output": "one label from a fixed list"
}Related use cases
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