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 "@id": "https://wulfkaal.github.io/positions/2026-07-31-6604",
 "identifier": "kaal:position:2026-07-31-6604",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Effective Targeted Testing Of Smart Contracts 86Da7Edff8",
 "text": "Effective Targeted Testing of Smart Contracts presents the following source proposition: They were first introduced by Ethereum in 2014 and have since been used for various applications such as security tokens, voting, gambling, non-fungible tokens, self-sovereign identities, stock taking, decentralized finances, decentralized exchanges, and atomic swaps. This proposition is pertinent to Kaal's source-bound claim that Rigid code is law smart contracts over fungible currency are built to guarantee irreversible, unreviewable, self executing outcomes, which is a poor match for business because business ventures very rarely proceed exactly as imagined at the outset. 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"
 },
 "datePublished": "2026-07-31",
 "dateModified": "2026-07-31",
 "creativeWorkStatus": "Affirmed",
 "responseType": "extension",
 "keywords": [
  "smart-contracts",
  "compliance",
  "systemic-risk",
  "law-and-legal-systems",
  "historical-response",
  "scholarly-literature",
  "openalex"
 ],
 "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: 0.3561.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Effective Targeted Testing of Smart Contracts",
  "url": "http://arxiv.org/abs/2407.04250"
 },
 "extends": {
  "identifier": "kaal:claim:3782214-015",
  "url": "https://wulfkaal.github.io/claims/3782214-015",
  "citation": "Craig Calcaterra, Wulf A. Kaal, Decentralized Governance (2021). SSRN: https://ssrn.com/abstract=3782214",
  "paper": "Craig Calcaterra, Wulf A. Kaal, Decentralized Governance",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2021",
  "ssrn": "https://ssrn.com/abstract=3782214",
  "source_pdf_sha256": "ba892bb200c1455447c0014f5067a501a93ea9ec413c31942d95952eb3bdfd9d"
 },
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   "@id": "https://wulfkaal.github.io/claims/3782214-015"
  },
  {
   "@type": "CreativeWork",
   "name": "Effective Targeted Testing of Smart Contracts",
   "url": "http://arxiv.org/abs/2407.04250"
  }
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 "batch_id": "kaal-review:2026-07-31:streaming-etl-0005",
 "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.",
 "isPartOf": {
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 "version": "1.0",
 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-6604",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-6604.md",
 "candidateId": "kaal:response-draft:2026-07-31:c13e3d854c9959f85e24",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.3561,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: smart, contracts, fungible, self, decentralized, exchanges, business, law. Scope: contracts involving fungible currency exchange; commercial arrangements with uncertain execution.",
 "sourceProvenance": {
  "source": "openalex",
  "sourceRecordId": "https://openalex.org/W4400434559",
  "queryId": "concept:ee778ad15ea3",
  "queryText": "decentralized autonomous organization",
  "canonicalUrl": "http://arxiv.org/abs/2407.04250",
  "doi": "10.48550/arxiv.2407.04250",
  "externalIds": {
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   "DOI": "10.48550/arxiv.2407.04250"
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  "workId": "work:doi:10.48550/arxiv.2407.04250",
  "workAuthors": [
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  "workPublishedAt": "2024-07-05",
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  "sourceProposition": "They were first introduced by Ethereum in 2014 and have since been used for various applications such as security tokens, voting, gambling, non-fungible tokens, self-sovereign identities, stock taking, decentralized finances, decentralized exchanges, and atomic swaps.",
  "sourcePropositionSha256": "a7cd5ed028b5061c1cc783abb2229abd983c241067e451e606749b435139860e",
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: smart, contracts, fungible, self, decentralized, exchanges, business, law. Scope: contracts involving fungible currency exchange; commercial arrangements with uncertain execution.",
    "ambiguous": true
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    "confidence": 0.3557,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: smart, contracts, they, such, fungible, self, exchanges, business. Scope: smart contracts involving fungible currency exchange.",
    "ambiguous": true
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    "confidence": 0.3428,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: smart, contracts, they, ethereum, have, decentralized, digital, blockchain. Scope: DAOs built on public platforms, in most cases Ethereum.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3409548-021",
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    "confidence": 0.3377,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: smart, contracts, ethereum, have, such, law, blockchain, technology. Scope: funds set up entirely through Ethereum smart contracting.",
    "ambiguous": true
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: smart, contracts, ethereum, applications, decentralized, blockchain, technology. Scope: ICO market through 2017.",
    "ambiguous": true
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 "userAffirmation": "I affirm batch kaal-review:2026-07-31:streaming-etl-0005, SHA-256 38dc4a26b86055f59a04f2f22c00881f6c50aa4c4e33c702b9de7f310a3e9995, as written and authorize publication of all 248 response claims on my canonical property, preserving their evidence levels, ambiguity labels, provenance, and the unchanged 5,033 scholarly claims.",
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}