{
  "id": "speeder-detection",
  "number": 143,
  "status": "Published",
  "title": "Speeder Detection: Catching Speeders Without Discarding Fast Readers",
  "summary": "Why a single timing threshold is not enough, the four timing layers where speed is measured, the instrument factors that calibrate a cutoff, corroboration before removal.",
  "topic": "AI-Powered Data Quality",
  "url": "https://www.catalystmr.com/insights/methodology-papers/speeder-detection/",
  "canonical": "https://www.catalystmr.com/insights/methodology-papers/speeder-detection/",
  "pdf": "https://www.catalystmr.com/insights/methodology-papers/speeder-detection/download/",
  "embed": "https://www.catalystmr.com/insights/methodology-papers/speeder-detection/embed/",
  "press_kit": "https://www.catalystmr.com/insights/methodology-papers/speeder-detection/press-kit/",
  "oembed": "https://www.catalystmr.com/insights/methodology-papers/speeder-detection/oembed.json",
  "publisher": "CatalystMR",
  "publisher_url": "https://www.catalystmr.com",
  "license": "Republish with attribution and a canonical link back to CatalystMR; no material modification.",
  "retrieved": "2026-07-01"
}