{
  "$schema": "https://calibrated-authority.chrishuberreitz.com/schema.json",
  "dataset": "The Calibrated Authority Index",
  "version": "2026-06-22",
  "creator": "Chris Huber Reitz",
  "license": "CC-BY-4.0",
  "id": "unesco",
  "name": "UNESCO — GenAI in education & research",
  "segment": "intergov",
  "url": "https://www.unesco.org/en/articles/guidance-generative-ai-education-and-research",
  "scores": {
    "D1": 1,
    "D2": 2,
    "D3": 1,
    "D4": 2,
    "D5": 2,
    "D6": 1
  },
  "ca": 9,
  "posture": "Prohibitive",
  "c2_fit": "partially",
  "c3": "Relational",
  "twilight": true,
  "coded_date": "2026-07-19",
  "last_changed": "2026-07-19",
  "revision": 1,
  "quote": "Publicly available generative AI (GenAI) tools are rapidly emerging, and the release of iterative versions is outpacing the adaptation of national regulatory frameworks.",
  "quote_label": "Guidance for generative AI in education and research (UNESCO)",
  "provenance": {
    "url": "https://www.unesco.org/en/articles/guidance-generative-ai-education-and-research",
    "verify_status": "ok",
    "note": "Re-read 2026-07-19 via web fetch of the coded landing page (page shows last-updated 2026-01-16). Visible content consistent with prior coding: regulation mandate, data-privacy protection, age limit for independent GenAI conversations, human-agent ethical-validation approach. Full guidance PDF on unesdoc is Cloudflare-gated headless; landing-page verification only."
  },
  "jsonld": {
    "@context": "https://schema.org",
    "@type": "Review",
    "@id": "https://calibrated-authority.chrishuberreitz.com/institutions/unesco",
    "url": "https://calibrated-authority.chrishuberreitz.com/institutions/unesco",
    "name": "Calibrated Authority rating — UNESCO — GenAI in education & research",
    "datePublished": "2026-07-19",
    "itemReviewed": {
      "@type": "CreativeWork",
      "name": "UNESCO — GenAI in education & research — public generative-AI policy",
      "url": "https://www.unesco.org/en/articles/guidance-generative-ai-education-and-research",
      "text": "Publicly available generative AI (GenAI) tools are rapidly emerging, and the release of iterative versions is outpacing the adaptation of national regulatory frameworks.",
      "abstract": "Publicly available generative AI (GenAI) tools are rapidly emerging, and the release of iterative versions is outpacing the adaptation of national regulatory frameworks.",
      "alternateName": "Guidance for generative AI in education and research (UNESCO)"
    },
    "reviewRating": {
      "@type": "Rating",
      "ratingValue": 9,
      "bestRating": 12,
      "worstRating": 0,
      "ratingExplanation": "Composite Calibrated Authority score (sum of six 0-2 dimensions). Breakdown — D1 Traceability & inspectability: 1; D2 Human authorship & accountability: 2; D3 Disclosure & labeling: 1; D4 Synthetic-identity / fabrication prohibition: 2; D5 Human validation in loop: 2; D6 Evidential-trust emphasis: 1. Posture: Prohibitive. Verification-boundary fit: partially. Trust-logic: Relational."
    },
    "author": {
      "@type": "Person",
      "name": "Chris Huber Reitz",
      "url": "https://chrishuberreitz.com",
      "sameAs": [
        "https://chrishuberreitz.com",
        "https://chrishuberreitz.com/frameworks/calibrated-authority",
        "https://www.linkedin.com/in/chrishuberreitz"
      ]
    },
    "publisher": {
      "@type": "Person",
      "name": "Chris Huber Reitz",
      "url": "https://chrishuberreitz.com"
    },
    "isPartOf": {
      "@type": "Dataset",
      "name": "The Calibrated Authority Index",
      "url": "https://calibrated-authority.chrishuberreitz.com",
      "version": "2026-06-22",
      "license": "https://creativecommons.org/licenses/by/4.0/"
    },
    "license": "https://creativecommons.org/licenses/by/4.0/"
  }
}