Screen survey open-text responses for low-effort answers
Judges: One open-text response. Questions: choice:quality - [substantive,minimal,gibberish,off_topic,bot_like]. Action: Exclude from analysis; pay incentive only for substantive.
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.4.31
Key facts
- Vertical
- Cross-industry
- 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 “Screen survey open-text responses for low-effort answers”?",
"input": "<input to classify>",
"output": "one label from a fixed list"
}Related use cases
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