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 "@type": "DefinedTerm",
 "@id": "https://wulfkaal.github.io/entities/domain-specific-reputation",
 "identifier": "kaal:entity:domain-specific-reputation",
 "name": "Domain specific reputation",
 "termCode": "domain-specific-reputation",
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 "author": {
  "@type": "Person",
  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0009-0008-7840-1847"
 },
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   "value": [
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  {
   "@type": "Claim",
   "@id": "https://wulfkaal.github.io/claims/3782210-020",
   "identifier": "kaal:claim:3782210-020",
   "text": "Reputation tokens must have their power limited to their proper domain: for each different expertise there must be a separate type of non-interchangeable reputation token, so that a token carries power only within the DAO whose members hold that specific skill.",
   "abstract": "Reputation tokens need to have power limited to their proper domain, meaning that for each different expertise, there is a separate type of non-interchangeable reputa- tion token.",
   "citation": "Craig Calcaterra, Wulf A. Kaal, The Importance of Reputation for the Evolution of Decentralization (2021). SSRN: https://ssrn.com/abstract=3782210",
   "datePublished": "2021",
   "claim_type": "condition",
   "confidence": "argued",
   "is_failure_mode": false,
   "scope_conditions": [
    "organizations spanning multiple domains of expertise"
   ],
   "source_pdf_sha256": "9cc531ab239f6266c8aeddcc8e54f4c06029c44e825444bee137bbcc0c9d0a8e",
   "status": "current"
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  {
   "@type": "Claim",
   "@id": "https://wulfkaal.github.io/claims/7596939-006",
   "identifier": "kaal:claim:7596939-006",
   "text": "Reputation in the underlying system is domain-specific and strictly non-transferable: bound to the holder's identity, earned only through validated work, and incapable of sale, loan or transfer.",
   "abstract": "Should intelligent agents have legal rights? This Article sets that question aside and asks a smaller one that matters more in practice. An intelligent agent that earns a reputation record has something to lose.",
   "citation": "Wulf A. Kaal, Should an Intelligent Agent Have Legal Rights? (2026). SSRN: https://ssrn.com/abstract=7596939",
   "datePublished": "2026",
   "claim_type": "mechanism",
   "confidence": "stated",
   "is_failure_mode": false,
   "scope_conditions": [
    "Rule 1 of the stake model"
   ],
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   "status": "current"
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  {
   "@type": "Claim",
   "@id": "https://wulfkaal.github.io/claims/7598518-029",
   "identifier": "kaal:claim:7598518-029",
   "text": "Three validator families share a mean accuracy of 0.75 while differing in structure: one is homogeneous at 0.75, one has each validator reliable at 0.90 on two hash-drawn tags and at 0.60 on the other two so that domain-scoped reputation has something to find, and one has five validators at 0.90 and fifteen at 0.70, a competent minority.",
   "abstract": "Intelligence models increasingly learn from data that earlier Intelligence models produced, and when that loop repeats the rare cases disappear first. This paper preregisters a test of whether a reputation-weighted validator pool, filtering the training data of a recursive replacement loop, keeps those rare cases alive. The outcomes remain sealed until a replication of the original model-collapse result succeeds.",
   "citation": "Wulf A. Kaal, Can Reputation Prevent Model Collapse? A Preregistered Test of Reputation-Weighted Data Filtering (2026). SSRN: https://ssrn.com/abstract=7598518",
   "datePublished": "2026",
   "claim_type": "design",
   "confidence": "stated",
   "is_failure_mode": false,
   "scope_conditions": [
    "The validators are simulated and err independently given their accuracy, which depends only on the tag.",
    "The families are a property of the design, fixed before any run."
   ],
   "source_pdf_sha256": "cd22d148b2b55c2e27f087dcaa61cdf44ad7022b400b355c31a9cd7e43a31749",
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 ],
 "description": "3 claims in the published works of Wulf A. Kaal carry the concept tag 'domain-specific-reputation'. Derived node: a roster, not an adjudicated definition."
}