Citation-claim support check at scale

Judges: one (claim sentence, cited abstract) pair. Questions: noul:supports - does the abstract support the claim as worded?; choice:relation - supports|contradicts|tangential|insufficient_context. Action: Flag contradicts/tangential for author; auto-pass supports at high confide

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.5.14

Key facts

Vertical
Research & science
Function
Research & education
Status
Idea
Volume
high
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 “Citation-claim support check at scale”?",
  "input": "<input to classify>",
  "output": "one label from a fixed list"
}

Related use cases

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