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 "text": "Research on the Development Mechanism and Practical Path of Digital Tourism Economy Under Environmental Constraints should be assessed against Kaal's source-bound claim that Economic institutions that rely on lagging indicators such as price signals, employment data, and GDP reports cannot detect AI driven transformation, because the transformation propagates faster than the monitoring systems built to observe it. The current metadata indicates a plausible connection through dynamic regulation, but the defensible response is a qualification until the source text confirms agreement, scope, methods, and limitations.",
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  "identifier": "https://orcid.org/0009-0008-7840-1847"
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  "Mapping review tier: ambiguity triage 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/46c8f51bfc28ab425d2859813c7bb0527264cf37"
 },
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  "identifier": "kaal:claim:6421319-001",
  "url": "https://wulfkaal.github.io/claims/6421319-001",
  "citation": "Wulf A. Kaal, The Collapse of Scarcity Economics (2026). SSRN: https://ssrn.com/abstract=6421319",
  "paper": "The Collapse of Scarcity Economics",
  "authors": [
   "Wulf A. Kaal"
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  "year": "2026",
  "ssrn": "https://ssrn.com/abstract=6421319",
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 "mappingWhyRelevant": "Shared high-information concepts: research, transformation, economic, economics, monitoring, warning, such, data. Scope: applies to institutions whose detection depends on advance warning indicators.",
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  "source": "Semantic Scholar",
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  "query": "dynamic regulation",
  "queryId": "concept:516a267369f9",
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  "sourceRank": 2173,
  "retrievedAt": "2026-07-31T13:58:15.259Z",
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  "venue": "Journal of Global Trends in Social Science",
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