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 "identifier": "kaal:position:2026-07-31-7111",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Blockchain Powered Carbon Credit Marketplace 8Bbf995399",
 "text": "Blockchain Powered Carbon Credit Marketplace presents the following source proposition: Traditional systems often suffer from issues such as fragmented implementation, over-crediting, double-spending, and exorbitant transaction costs. This proposition is pertinent to Kaal's source-bound claim that High transaction costs in centralized payment systems make micro-payments for small tasks uneconomic, whereas blockchain ledgers process tiny transfers efficiently and thereby widen the pool of contributors willing to do micro-tasks. 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": [
  "economics",
  "blockchain",
  "historical-response",
  "scholarly-literature",
  "semantic-scholar"
 ],
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  "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: 0.3521.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Blockchain Powered Carbon Credit Marketplace",
  "url": "https://www.semanticscholar.org/paper/d4c97a5016c89c1203fb9565160c2f71280acc96"
 },
 "extends": {
  "identifier": "kaal:claim:5095633-026",
  "url": "https://wulfkaal.github.io/claims/5095633-026",
  "citation": "Wulf A. Kaal, Artificial Intelligence The Final Frontier (2025). SSRN: https://ssrn.com/abstract=5095633",
  "paper": "Wulf A. Kaal, Artificial Intelligence The Final Frontier",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2025",
  "ssrn": "https://ssrn.com/abstract=5095633",
  "source_pdf_sha256": "cbb484711f89bcefc9fc6a5730a1ed0a3f764d7999ad9b6f7d8ea05634c26c63"
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  {
   "@type": "CreativeWork",
   "name": "Blockchain Powered Carbon Credit Marketplace",
   "url": "https://www.semanticscholar.org/paper/d4c97a5016c89c1203fb9565160c2f71280acc96"
  }
 ],
 "batch_id": "kaal-review:2026-07-31:streaming-etl-0007",
 "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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 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-7111",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-7111.md",
 "candidateId": "kaal:response-draft:2026-07-31:e17164332880d9d514f8",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.3521,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: blockchain, often, transaction, costs. Scope: ledger transaction fees are low enough to support micro-payments.",
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  "sourceRecordId": "d4c97a5016c89c1203fb9565160c2f71280acc96",
  "queryId": "concept:b78ed75f4a0b",
  "queryText": "decentralization governance",
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  "doi": "10.1109/iccsp60870.2024.10543794",
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, often, transaction, costs. Scope: ledger transaction fees are low enough to support micro-payments.",
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   {
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, traditional, over, transaction. Scope: blockchains whose creators live in identifiable geographic locations.",
    "ambiguous": true
   },
   {
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    "claimUrl": "https://wulfkaal.github.io/claims/4796714-022",
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, powered. Scope: applies to autonomously revenue generating AI DAOs; arises from blockchain immutability and security guarantees.",
    "ambiguous": true
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   {
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    "rank": 4,
    "confidence": 0.3164,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, such, implementation. Scope: as blockchain acceptance and implementation advance.",
    "ambiguous": true
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   {
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    "confidence": 0.3132,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, traditional, transaction. Scope: autonomously run public blockchains.",
    "ambiguous": true
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 "userAffirmation": "I affirm batch kaal-review:2026-07-31:streaming-etl-0007, SHA-256 bf2213ee9446b647b40daf2de1dd804cd8b36c263bf153c654dd31f4a135b831, as written and authorize publication of all 154 response claims on my canonical property, preserving their evidence levels, ambiguity labels, provenance, and the unchanged 5,033 scholarly claims.",
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}