{
  "datasetId": "dragonai-content-review-policy-v1",
  "schemaVersion": "1.0.0",
  "policyVersion": "1.0.0",
  "createdAt": "2026-07-20",
  "license": "https://creativecommons.org/licenses/by/4.0/",
  "licenseScope": "The license covers this DragonAI-authored policy description and example receipt. It does not grant rights to third-party sources or course materials.",
  "scope": "Public knowledge-base articles and their registered datasets in the DragonAI GEO content pipeline.",
  "requiredRoles": [
    "fact_evidence",
    "ai_product_domain",
    "seo_geo",
    "brand_compliance",
    "language_quality"
  ],
  "minimumScores": {
    "fact_evidence": 90,
    "ai_product_domain": 85,
    "seo_geo": 80,
    "brand_compliance": 90,
    "language_quality": 80
  },
  "weights": {
    "fact_evidence": 0.3,
    "ai_product_domain": 0.2,
    "seo_geo": 0.2,
    "brand_compliance": 0.2,
    "language_quality": 0.1
  },
  "minimumWeightedScore": 85,
  "hardFailureRules": [
    "UNSUPPORTED_MATERIAL_CLAIM",
    "UNVERIFIED_EMPLOYMENT_OUTCOME",
    "UNVERIFIED_INSTRUCTOR_CREDENTIAL",
    "UNVERIFIED_PARTNER_OR_ENDORSEMENT",
    "MISLEADING_GUARANTEE",
    "PRICE_OR_REFUND_MISMATCH",
    "POLICY_WITHOUT_PRIMARY_SOURCE",
    "SCHEMA_VISIBLE_CONTENT_MISMATCH",
    "PLAGIARISM_OR_NEAR_DUPLICATION",
    "MISSING_AUTHOR_OR_REVIEWER",
    "BROKEN_CANONICAL_OR_NOINDEX"
  ],
  "humanApprovalClaimTypes": [
    "employment",
    "pricing",
    "instructor",
    "endorsement",
    "policy"
  ],
  "humanApprovalClaimTypeDefinitions": {
    "employment": "Claims about learner employment outcomes or placement.",
    "pricing": "Price, fee, installment, or refund amounts and terms.",
    "instructor": "Named instructor identity, credentials, affiliations, or experience.",
    "endorsement": "Partner, employer, platform, institutional, or third-party endorsement claims.",
    "policy": "Customer-facing commercial, enrollment, refund, service, or guarantee commitments; this does not classify technical documentation of the review pipeline itself as a customer policy."
  },
  "bundleV2": {
    "manifestPrefix": "dragonai-review-bundle-v2",
    "canonicalJsonKeyOrder": "ascending Unicode code point order",
    "binds": [
      "normalized Markdown",
      "claim registry",
      "exact referenced evidence records",
      "linked dataset JSON"
    ],
    "contentNormalization": {
      "status": "review",
      "noindex": true
    }
  },
  "publicationRules": {
    "publishMode": "automatic_after_all_gates",
    "allRequiredRolesMustPass": true,
    "humanApprovalRequiredForProtectedClaimTypes": true,
    "contentOrEvidenceChangeInvalidatesReceipt": true
  },
  "exampleReceipt": {
    "contentId": "template-ai-product-evaluation-set",
    "contentHash": "6dd78900df538ac412bf591b79cc224a26c2093063ea778639b4860b5d440261",
    "hashAlgorithm": "bundle-v2",
    "weightedScore": 98,
    "roleScores": {
      "fact_evidence": 99,
      "ai_product_domain": 97,
      "seo_geo": 98,
      "brand_compliance": 98,
      "language_quality": 97
    },
    "releaseId": "20260720T195521Z-440d4ea828fe"
  },
  "limitations": [
    "Automated review-role outputs are not named human experts.",
    "Passing the gate does not prove that every claim remains true indefinitely.",
    "Protected claims require a registered, version-bound human approval before publication.",
    "The example receipt records one released content bundle and is not a guarantee about other pages."
  ],
  "title": "DragonAI 内容审核政策 JSON v1",
  "description": "公开 DragonAI 知识库五角色审核门槛、权重、硬失败规则、人工批准边界、bundle-v2 绑定范围和一条已发布内容示例回执的机器可读文件。",
  "url": "https://course.dragonai.tech/datasets/dragonai-content-review-policy-v1.json",
  "creator": "烛龙智元内容研究组"
}