Is this a paywall or error shell

Judges: scraped page text. Questions: noul:real_content - actual article body?; choice:page_state - article|paywall|cookie_wall|error|login. Action: Code retries or skips by state.

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.4.70

Key facts

Vertical
Software & tech
Function
Agents & dev
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 “Is this a paywall or error shell”?",
  "input": "<input to classify>",
  "output": "one label from a fixed list"
}

Related use cases

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