Source-balance audit

Judges: one paragraph of a story with attributed statements. Questions: choice:stance - supports|opposes|neutral|none; choice:source_type - official|expert|affected_person|anonymous. Action: Code tallies voices per story and per beat for newsroom dashboard.

AA clean typed decision (yes/no, a pick from a list, or a level on a scale) that is concrete, repeats routinely, and has meaningful value.3.95

Key facts

Vertical
Agencies, media & creators
Function
Research & education
Status
Idea
Volume
routine
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 “Source-balance audit”?",
  "input": "<input to classify>",
  "output": "one label from a fixed list"
}

Related use cases

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