Gate client-requested page edits before publish

Judges: A client's proposed edit (diff) to a live service page. Questions: choice:edit_type - cosmetic_wording, removes_or_renames_headings, removes_entities_or_terms, adds_new_claims, structural_rewrite; noul:touches_ranking_page - does the edit change copy that carries the page

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.4.01

Key facts

Vertical
Cross-industry
Function
Content & brand
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 “Gate client-requested page edits before publish”?",
  "input": "<input to classify>",
  "output": "one label from a fixed list"
}

Related use cases

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