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  "language": "en",
  "title": "NOMOS GEO Audit Protocol",
  "subtitle": "A Protocol for Measuring Entity Representation in Generative Systems Across the Global Population",
  "author": {
    "name": "Kaan MURAZ"
  },
  "publisher": "NobleJackal",
  "publicationDate": "2026-08-20",
  "version": "0.9.0",
  "canonical": "https://noblejackal.com/nomos-geo-audit-protocol/",
  "suggestedCitation": "Muraz, Kaan. NOMOS GEO Audit Protocol: A Protocol for Measuring Entity Representation in Generative Systems Across the Global Population. Candidate final text, English editorial edition. NobleJackal, 2026. https://doi.org/10.5281/zenodo.22040507. https://noblejackal.com/nomos-geo-audit-protocol/",
  "identifiers": {
    "doi": "10.5281/zenodo.22040507",
    "conceptDoi": "10.5281/zenodo.22040506",
    "isbn": null
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  "archivedPdf": "https://zenodo.org/records/22040507/files/NOMOS-GEO-Audit-Protocol-EN-0.9.0-Editorial-Edition.pdf?download=1",
  "license": {
    "id": "cc-by-4.0",
    "name": "Creative Commons Attribution 4.0 International",
    "url": "https://creativecommons.org/licenses/by/4.0/"
  },
  "rights": "© 2026 Kaan MURAZ. Licensed under CC BY 4.0; attribution is required."
}