Check job description for exclusionary language

Judges: one JD paragraph. Questions: noul:contains_exclusionary_phrasing; choice:issue - age|gender|ability|jargon|none. Action: flags to editor.

CA clean typed decision with low volume or low value, or too vague to act on.3.41

Key facts

Vertical
Cross-industry
Function
Ops & HR
Status
Idea
Volume
occasional
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 “Check job description for exclusionary language”?",
  "input": "<input to classify>",
  "output": "one label from a fixed list"
}

Related use cases

Cite this

Copy a link in your preferred format.