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 "@id": "https://wulfkaal.github.io/positions/2026-07-31-6908",
 "identifier": "kaal:position:2026-07-31-6908",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Shill Bidding Prevention In Decentralized Auctions Using Smart Contracts 098A120507",
 "text": "Shill bidding prevention in decentralized auctions using smart contracts presents the following source proposition: Unlike traditional post-auction detection methods, this approach prevents manipulation in real-time by introducing an economic disincentive system where penalty severity scales with suspicious bidding patterns. This proposition is pertinent to Kaal's source-bound claim that DeFi protocols automate financial transactions through smart contracts, cutting out intermediaries and increasing transparency, and those same features let quantum economics build models that are self executing and adaptable to real time data, overcoming implementation problems that defeat traditional economic models. The proposed response is an extension: the relationship should remain limited to the retrieved source proposition and the mapped Kaal claim unless fuller source review supports a broader conclusion.",
 "author": {
  "@type": "Person",
  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0009-0008-7840-1847"
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 "datePublished": "2026-07-31",
 "dateModified": "2026-07-31",
 "creativeWorkStatus": "Affirmed",
 "responseType": "extension",
 "keywords": [
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  "smart-contracts",
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  "scholarly-literature",
  "semantic-scholar"
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 "scope_conditions": [
  "The response is limited to the retrieved source proposition and mapped Kaal claim unless fuller source review supports a broader conclusion.",
  "External evidence level: abstract indexed.",
  "Mapping review tier: moderate-confidence claim review.",
  "Primary mapping confidence: 0.3549.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Shill bidding prevention in decentralized auctions using smart contracts",
  "url": "https://www.semanticscholar.org/paper/d1ad88181b62997b7c36b71ba4ccb16ed1f0e4b2"
 },
 "extends": {
  "identifier": "kaal:claim:4900878-029",
  "url": "https://wulfkaal.github.io/claims/4900878-029",
  "citation": "Wulf A. Kaal, Quantum Economy and Tokenomics (2024). SSRN: https://ssrn.com/abstract=4900878",
  "paper": "Wulf A. Kaal, Quantum Economy and Tokenomics",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2024",
  "ssrn": "https://ssrn.com/abstract=4900878",
  "source_pdf_sha256": "75bf96d3b751b4ad0a6ca4a32591cf026094f113e3a372aa6c61790941b391f7"
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   "@id": "https://wulfkaal.github.io/claims/4900878-029"
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   "@type": "CreativeWork",
   "name": "Shill bidding prevention in decentralized auctions using smart contracts",
   "url": "https://www.semanticscholar.org/paper/d1ad88181b62997b7c36b71ba4ccb16ed1f0e4b2"
  }
 ],
 "batch_id": "kaal-review:2026-07-31:streaming-etl-0006",
 "review_provenance": "https://kaal-signal-desk.wulf577462.chatgpt.site/#review",
 "publicationStatus": "public",
 "recordTypeNote": "Dated commentary position extending a scholarly corpus claim. Not a verbatim claim extracted from the paper.",
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 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-6908",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-6908.md",
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 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.3549,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: smart, contracts, traditional, real, time, economic. Scope: DeFi platforms operating on smart contract infrastructure.",
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  "sourceRecordId": "d1ad88181b62997b7c36b71ba4ccb16ed1f0e4b2",
  "queryId": "concept:c8f592cb6b0b",
  "queryText": "smart contract enforceability",
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  "workAuthors": [
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    "claimUrl": "https://wulfkaal.github.io/claims/4900878-029",
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: smart, contracts, traditional, real, time, economic. Scope: DeFi platforms operating on smart contract infrastructure.",
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    "whyRelevant": "Shared high-information concepts: decentralized, smart, contracts, traditional, methods. Scope: legacy insurance companies facing smart contract risk.",
    "ambiguous": true
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    "confidence": 0.3094,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: decentralized, smart, contracts, computer. Scope: DAOs built on public platforms, in most cases Ethereum.",
    "ambiguous": true
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    "claimUrl": "https://wulfkaal.github.io/claims/4015908-029",
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: auctions, smart, contracts. Scope: fair launch platform mandates auction format with tranche release.",
    "ambiguous": true
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 "userAffirmation": "I affirm batch kaal-review:2026-07-31:streaming-etl-0006, SHA-256 d724cb4e85d4ecdf4e8488b6b1c8ed999688fe58732ad5a50c5c197c25427f43, as written and authorize publication of all 250 response claims on my canonical property, preserving their evidence levels, ambiguity labels, provenance, and the unchanged 5,033 scholarly claims.",
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