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  },
  "rationale": "One job from each of ten families per adult; cyclic remainder quotas guarantee global46/47 balance and within-cell floor/ceiling balance; deterministic independent shuffles avoid demographic/job-index correlation",
  "excluded": "All teen,child and special-character categories; adults are19–95. These are fictional role outfits,not claims about actual employment."
}