Lab notebook entry deviation detector
Judges: one notebook entry vs. its SOP step text. Questions: noul:deviates - does the entry describe departing from SOP?; choice:kind - reagent|timing|temperature|equipment|other|none. Action: Auto-create deviation log entries; summarize by count.
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.4.61
Key facts
- Vertical
- Research & science
- Function
- Research & education
- Status
- Idea
- Volume
- routine
- Value
- major
- 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 “Lab notebook entry deviation detector”?",
"input": "<input to classify>",
"output": "one label from a fixed list"
}Related use cases
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