{
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 "@type": "DefinedTerm",
 "@id": "https://wulfkaal.github.io/entities/power-law",
 "identifier": "kaal:entity:power-law",
 "name": "Power law",
 "termCode": "power-law",
 "inDefinedTermSet": {
  "@id": "https://wulfkaal.github.io/entities/index.json"
 },
 "author": {
  "@type": "Person",
  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0000-0003-0757-275X"
 },
 "dateModified": "2026-07-29",
 "canonicalForm": "https://wulfkaal.github.io/entities/power-law.md",
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 "additionalProperty": [
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   "value": 2
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   "value": [
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 "subjectOf": [
  {
   "@type": "Claim",
   "@id": "https://wulfkaal.github.io/claims/3949098-015",
   "identifier": "kaal:claim:3949098-015",
   "text": "Only one in one hundred token opportunities returns a large multiple such as 100x, 30x or 10x, which Kaal lists as a core risk factor for running a DAO investment club.",
   "abstract": "Only 1 in 100 of token opportunities returns 100x, 30x, 10x",
   "citation": "Wulf A. Kaal, Reputation as Capital – How DAOs Upgrade Finance (2021). SSRN: https://ssrn.com/abstract=3949098",
   "datePublished": "2021",
   "claim_type": "empirical",
   "confidence": "asserted",
   "is_failure_mode": false,
   "scope_conditions": [
    "early stage digital asset investing"
   ],
   "source_pdf_sha256": "04297905564a6092b2db7640561f58fd374d3114c79527357bad09d11b909819",
   "status": "current"
  },
  {
   "@type": "Claim",
   "@id": "https://wulfkaal.github.io/claims/6192998-033",
   "identifier": "kaal:claim:6192998-033",
   "text": "In mature knowledge domains using citation weighted reputation, foundational contributors will accumulate ten to one hundred times more reputation than equivalent quality incremental contributors, and citation graphs will exhibit power law degree distributions.",
   "abstract": "- Foundational contributors accumulate 10-100× more reputation than equivalent-quality incremental contributors - Citation graphs exhibit power-law degree distribution (Barabási-Albert model)",
   "citation": "Wulf A. Kaal, Evolution of Domain-Specific Reputation Systems From Binary Validation to Citation-Weighted Knowledge Attribution (2026). SSRN: https://ssrn.com/abstract=6192998",
   "datePublished": "2026",
   "claim_type": "predictive",
   "confidence": "speculative",
   "is_failure_mode": false,
   "scope_conditions": [
    "mature domains in the growth phase before field saturation"
   ],
   "source_pdf_sha256": "b04292561ee041e0c9eaa7eca28a410ed440e76a95743a539361a3f76c97f2b3",
   "status": "current"
  }
 ],
 "description": "2 claims in the published works of Wulf A. Kaal carry the concept tag 'power-law'. Derived node: a roster, not an adjudicated definition."
}