{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-6632",
 "identifier": "kaal:position:2026-07-31-6632",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Dual Impact Of Crypto Industry Technologies On The Energy Poverty C3Fb7112F1",
 "text": "Dual Impact of Crypto Industry Technologies on the Energy Poverty presents the following source proposition: Recent years have been important for the active development of blockchain and cryptocurrency. This proposition is pertinent to Kaal's source-bound claim that Private fund advisers' increasing use of blockchain technology, artificial intelligence, and big data is a distinct source of downward pressure on the traditional 2/20 fee structure that commentators have not examined. 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": [
  "blockchain",
  "private-funds",
  "innovation",
  "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: 0.3609.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Dual Impact of Crypto Industry Technologies on the Energy Poverty",
  "url": "https://doi.org/10.55056/ceur-ws.org/vol-3421/short18.pdf"
 },
 "extends": {
  "identifier": "kaal:claim:2959730-001",
  "url": "https://wulfkaal.github.io/claims/2959730-001",
  "citation": "Wulf A. Kaal, Blockchain Applications and Fee Structure Developments in Private Investment Funds (2017). SSRN: https://ssrn.com/abstract=2959730",
  "paper": "Wulf A. Kaal, Blockchain Applications and Fee Structure Developments in Private Investment Funds",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2017",
  "ssrn": "https://ssrn.com/abstract=2959730",
  "source_pdf_sha256": "ebd86972d8817b0c1c80326ae5564476983cedba3f258ff3b2610f156b93fb50"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/2959730-001"
  },
  {
   "@type": "CreativeWork",
   "name": "Dual Impact of Crypto Industry Technologies on the Energy Poverty",
   "url": "https://doi.org/10.55056/ceur-ws.org/vol-3421/short18.pdf"
  }
 ],
 "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": {
  "@id": "https://wulfkaal.github.io/positions/index.json"
 },
 "version": "1.0",
 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-6632",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-6632.md",
 "candidateId": "kaal:response-draft:2026-07-31:a79a89ef4e2cda7c3513",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.3609,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: have, been, blockchain, technology, applications, big, data. Scope: private investment fund industry; period of roughly 2007 to 2017.",
 "sourceProvenance": {
  "source": "openalex",
  "sourceRecordId": "https://openalex.org/W7166395903",
  "queryId": "concept:ee778ad15ea3",
  "queryText": "decentralized autonomous organization",
  "canonicalUrl": "https://doi.org/10.55056/ceur-ws.org/vol-3421/short18.pdf",
  "doi": "10.55056/ceur-ws.org/vol-3421/short18.pdf",
  "externalIds": {
   "OpenAlex": "https://openalex.org/W7166395903",
   "DOI": "10.55056/ceur-ws.org/vol-3421/short18.pdf"
  },
  "retrievedAt": "2026-07-31T17:52:26.487Z",
  "providerPage": 26,
  "rawObservationSha256": "1e44b8159616223b08e2f915968d583e30917ff90746925c936d75031feb674e",
  "inputSnapshotSha256": "bdb2cd83e925a3abd26bab9a4375d1355c1d8fbab8736869dc7845f3ba159924",
  "inputLine": 12500,
  "chunkId": "openalex-00004",
  "workId": "work:doi:10.55056/ceur-ws.org/vol-3421/short18.pdf",
  "workAuthors": [
   "Мaryna Chyzhevska",
   "Nataliia Romanovska",
   "Andriі Ramskyi",
   "Vitalii Venger",
   "Alona Desiatko"
  ],
  "workPublishedAt": "2023-06-16",
  "identityKeys": [
   "doi:10.55056/ceur-ws.org/vol-3421/short18.pdf",
   "openalex:https://openalex.org/w7166395903",
   "url:https://doi.org/10.55056/ceur-ws.org/vol-3421/short18.pdf",
   "title:dba5dc2605811a8ec24c4fb5",
   "proposition:22e2dedcf967a3241a83e40d7519f7fbb3416ae7374382c865112b10165accec"
  ],
  "sourceProposition": "Recent years have been important for the active development of blockchain and cryptocurrency.",
  "sourcePropositionSha256": "9a932254c533d50b00b6bab169486214e8c6a43bdcd3c24615022fc01db623c3",
  "sourcePropositionIndex": 0,
  "claimMappings": [
   {
    "claimId": "kaal:claim:2959730-001",
    "claimUrl": "https://wulfkaal.github.io/claims/2959730-001",
    "rank": 1,
    "confidence": 0.3609,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: have, been, blockchain, technology, applications, big, data. Scope: private investment fund industry; period of roughly 2007 to 2017.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3409548-037",
    "claimUrl": "https://wulfkaal.github.io/claims/3409548-037",
    "rank": 2,
    "confidence": 0.3563,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: industry, have, blockchain, technology, applications, big, data. Scope: large fund advisers as of 2019.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2998033-030",
    "claimUrl": "https://wulfkaal.github.io/claims/2998033-030",
    "rank": 3,
    "confidence": 0.3311,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: technologies, have, blockchain, technology, big, data. Scope: characterized by the author as anecdotal rather than sample based evidence.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2939127-023",
    "claimUrl": "https://wulfkaal.github.io/claims/2939127-023",
    "rank": 4,
    "confidence": 0.3197,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: industry, blockchain, applications, big, data. Scope: settings where Legal Tech and blockchain generate usable data at scale.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2959730-002",
    "claimUrl": "https://wulfkaal.github.io/claims/2959730-002",
    "rank": 5,
    "confidence": 0.3183,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, technology, applications, big, data. Scope: advisers using the technologies in operations or strategy.",
    "ambiguous": true
   }
  ]
 },
 "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.",
 "sha256": "bb0419bb510d4bd607fb029d1c8feeea64492f9e925cd3b23ff35536eae1dfaa"
}