{
  "title": "Refinement of Gold: A Metallurgical Analogy for Scientific Manuscript Composition",
  "version": "0.1.0",
  "doi": "10.5281/zenodo.20931955",
  "doi_url": "https://doi.org/10.5281/zenodo.20931955",
  "zenodo_record": "https://zenodo.org/records/20931956",
  "record_id": "20931956",
  "publication_date": "2026-06-25",
  "resource_type": {
    "title": "Journal article",
    "type": "publication",
    "subtype": "article"
  },
  "creators": [
    {
      "name": "Daniel Ari Friedman",
      "affiliation": "Active Inference Institute",
      "orcid": "0000-0001-6232-9096"
    }
  ],
  "description": "This paper presents a metallurgical analogy for scientific manuscript composition, mapping gold-refining stages onto the template infrastructure pipeline. The refinery processes manuscript ore through 5 stages — from raw draft (9K, ~37.5% purity) through smelting, assaying, and cupellation — to nine-nines certification (99.9999999%), the ultra-high-purity standard of electronics-grade gold.\n\nThe analogy is load-bearing, not merely rhetorical: each metallurgical stage corresponds to a real template-infrastructure operation. Smelting removes dross (filler, unsupported claims); assaying tests claims against evidence; cupellation resolves cross-references; certification validates the full pipeline. The mega-madlib token engine selects 8 domain tokens deterministically via seeded SHA-256 digest over category inventories, ensuring every prose element is traceable and reproducible.\n\nResults: The refinery achieves final purity of 99.9999999% (nine-nines) (24K (nine-nines certified)) with a total purity gain of 90.00% across all stages. Nine-nines certification: Yes. The purity progression is shown in , and the karat grading scale in .\n\nKeywords: gold refining, manuscript composition, mega-madlib, token injection, scientific purity, assaying, karat grading\n\n---\nAssociated artifacts\nGitHub release: v0.1.0 (https://github.com/docxology/template_gold_refinement/releases/tag/v0.1.0)\nDOI: https://doi.org/10.5281/zenodo.20931955\nZenodo: https://zenodo.org/records/20931955\nPDF SHA-256: 3643178951b267632e607606b6daaba21ea75d8f7590899948b5999d1854198b",
  "keywords": [
    "gold refining",
    "manuscript composition",
    "mega-madlib",
    "token injection",
    "scientific purity",
    "assaying",
    "karat grading"
  ],
  "files": [
    {
      "name": "Friedman_2026_Refinement_36431789.pdf",
      "size_bytes": 1019881,
      "checksum": "md5:44c260d587c6eb519af2bacdabeb4b53",
      "download_url": "https://zenodo.org/api/records/20931956/files/Friedman_2026_Refinement_36431789.pdf/content"
    }
  ],
  "related_resources": [
    {
      "type": "repository",
      "url": "https://github.com/docxology/template_gold_refinement"
    }
  ],
  "github_repo": "docxology/template_gold_refinement",
  "github_release_url": "https://github.com/docxology/template_gold_refinement/releases/tag/v0.1.0",
  "release_tag": "v0.1.0",
  "release_name": "Refinement of Gold: A Metallurgical Analogy for Scientific Manuscript Composition (v0.1.0)",
  "pdf_sha256": "3643178951b267632e607606b6daaba21ea75d8f7590899948b5999d1854198b",
  "pairing_confidence": "strong",
  "pairing_evidence": [
    "github_release_mentions_zenodo_record",
    "zenodo_related_identifier_mentions_release",
    "github_repo_self_linked",
    "title_overlap"
  ],
  "checked_at": "2026-06-26T15:16:06Z"
}