Research-data privacy gate

Judges: one free-text field in a dataset to be released. Questions: noul:contains_person_identifier; noul:contains_location_detail. Action: Block export or send to redaction pass.

STop tier. Meets A, and the payoff is major with high confidence.4.70

Key facts

Vertical
Research & science
Function
Research & education
Status
Idea
Volume
routine
Value
major
Risk
high
Evidence
—
Flags
human-review

Build this with a classifier

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

{
  "decision_type": "yes_no",
  "question": "Does this input match the decision in “Research-data privacy gate”?",
  "input": "<input to classify>",
  "output": "yes | no"
}

Related use cases

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