{
  "abstract": "Wait up to five minutes only if stale-parts probability times second-trip cost exceeds five minutes of idle cost; otherwise dispatch now and verify en route.\n\nIndependent technical note mirroring the canonical version: https://technician.dev/blog/field-service-parts-inventory-staleness-ai-dispatch-first-time-fix-vs-idle-time-5-minutes.php",
  "abstract_shown": true,
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  "article_type": null,
  "arxiv": null,
  "author_total": 1,
  "authors": [
    {
      "name": "Chase Pierce"
    }
  ],
  "bibtex": "https://research.draconitic.com/paper/ejr41znajdmsa.bib",
  "cited_by": 0,
  "doi": "10.5281/zenodo.23427900",
  "fulltext_url": null,
  "id": "ejr41znajdmsa",
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  "landing_url": "https://zenodo.org/records/23427900",
  "language": null,
  "licence": "CC-BY-4.0",
  "licence_label": "CC BY 4.0",
  "licence_source": "article",
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  "pdf_url": "https://zenodo.org/api/records/23427900/files/blog_field-service-parts-inventory-staleness-ai-dispatch-first-time-fix-vs-idle-.pdf/content",
  "pmcid": null,
  "pmid": null,
  "published": "2026-10-16",
  "publisher": null,
  "ris": "https://research.draconitic.com/paper/ejr41znajdmsa.ris",
  "sources": [
    {
      "first_seen": "2026-10-30T12:17:26Z",
      "native_id": "23427900",
      "source": "zenodo",
      "url": "https://zenodo.org/records/23427900"
    }
  ],
  "subjects": [],
  "title": "Field service parts inventory staleness: AI dispatch first-time fix vs idle time 5 minutes",
  "title_text": "Field service parts inventory staleness: AI dispatch first-time fix vs idle time 5 minutes",
  "type": "preprint",
  "updated_at": "2026-10-30T12:33:24Z",
  "url": "https://research.draconitic.com/paper/ejr41znajdmsa",
  "venue": "Zenodo",
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}