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 "text": "Advancing longevity research through decentralized science should be assessed against Kaal's source-bound claim that Decentralized autonomous organizations combine feedback loops and transparency features with community governance, and that combination addresses the shortcomings of charitable organizations in centralized structures. The current metadata indicates a plausible connection through decentralized autonomous organization, but the defensible response is a qualification until the source text confirms agreement, scope, methods, and limitations.",
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  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0009-0008-7840-1847"
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  "External evidence level: abstract indexed.",
  "Mapping review tier: mapping review before claim review.",
  "The literature-to-claim mapping remains explicitly ambiguous and should not be treated as a settled equivalence."
 ],
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  "url": "https://www.semanticscholar.org/paper/23e8ffc02724b9f7db385ff17740f7e78a5cf2cf"
 },
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  "identifier": "kaal:claim:3981021-002",
  "url": "https://wulfkaal.github.io/claims/3981021-002",
  "citation": "Wulf A. Kaal, How Decentralized Autonomous Organizations Optimize Charitable Giving (2021). SSRN: https://ssrn.com/abstract=3981021",
  "paper": "How Decentralized Autonomous Organizations Optimize Charitable Giving",
  "authors": [
   "Wulf A. Kaal"
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  "year": "2021",
  "ssrn": "https://ssrn.com/abstract=3981021",
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 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: decentralized, address, transparency, centralized, autonomous, organizations, daos, community. Scope: DAO structured charitable organizations.",
 "sourceProvenance": {
  "source": "Semantic Scholar",
  "api": "https://api.semanticscholar.org/graph/v1/paper/search/bulk",
  "query": "decentralized autonomous organization",
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  "page": 1,
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  "retrievedAt": "2026-07-31T13:58:11.476Z",
  "citationCount": 4,
  "venue": "Frontiers in Aging",
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