{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-7509",
 "identifier": "kaal:position:2026-07-31-7509",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Digital Justice And Inclusive Resource Governance In Zimbabwean Artisana A70C4F2930",
 "text": "Digital Justice and Inclusive Resource Governance in Zimbabwean Artisanal and Small-Scale Mining Using AI and Blockchain presents the following source proposition: The findings reveal significant digital potential alongside deep structural constraints. This proposition is pertinent to Kaal's source-bound claim that Existing blockchains and DAOs still lack genuine decentralization, and there are currently no true DAOs: Bitcoin's proof of work protocol has produced mining pools because of economies of scale and unbalanced reward structures. 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",
  "dao",
  "decentralization",
  "consensus-and-security",
  "historical-response",
  "scholarly-literature",
  "crossref"
 ],
 "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: 0.3805.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Digital Justice and Inclusive Resource Governance in Zimbabwean Artisanal and Small-Scale Mining Using AI and Blockchain",
  "url": "https://doi.org/10.21203/rs.3.rs-8554032/v1"
 },
 "extends": {
  "identifier": "kaal:claim:3227967-032",
  "url": "https://wulfkaal.github.io/claims/3227967-032",
  "citation": "Mark Fenwick, Wulf A. Kaal, Erik P.M. Vermeulen, Legal Education in a Digital Age Why 'Coding for Lawyers' Matters (2018). SSRN: https://ssrn.com/abstract=3227967",
  "paper": "Mark Fenwick, Wulf A. Kaal, Erik P.M. Vermeulen, Legal Education in a Digital Age Why 'Coding for Lawyers' Matters",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2018",
  "ssrn": "https://ssrn.com/abstract=3227967",
  "source_pdf_sha256": "f6e13b956f864ab32ec3305d095a35a127770327d75b3688f785cefc437d369f"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/3227967-032"
  },
  {
   "@type": "CreativeWork",
   "name": "Digital Justice and Inclusive Resource Governance in Zimbabwean Artisanal and Small-Scale Mining Using AI and Blockchain",
   "url": "https://doi.org/10.21203/rs.3.rs-8554032/v1"
  }
 ],
 "batch_id": "kaal-review:2026-07-31:streaming-etl-0009",
 "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/2026-07-31-7509",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-7509.md",
 "candidateId": "kaal:response-draft:2026-07-31:275bd4a39f3ae80fffa0",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.3805,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: digital, scale, mining, blockchain. Scope: proof of work blockchains as of 2018.",
 "sourceProvenance": {
  "source": "crossref",
  "sourceRecordId": "10.21203/rs.3.rs-8554032/v1",
  "queryId": "concept:b5ce5d92d4b5",
  "queryText": "AI agent governance",
  "canonicalUrl": "https://doi.org/10.21203/rs.3.rs-8554032/v1",
  "doi": "10.21203/rs.3.rs-8554032/v1",
  "externalIds": {
   "DOI": "10.21203/rs.3.rs-8554032/v1",
   "Crossref": "10.21203/rs.3.rs-8554032/v1"
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  "retrievedAt": "2026-07-31T20:34:05.075Z",
  "providerPage": 14,
  "rawObservationSha256": "15f458c6c81f2e1179f3b7d64b852057ba20159a9fcfe1d6718080d2a732e91f",
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  "chunkId": "crossref-00005",
  "workId": "work:doi:10.21203/rs.3.rs-8554032/v1",
  "workAuthors": [
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  "identityKeys": [
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   "crossref:10.21203/rs.3.rs-8554032/v1",
   "url:https://doi.org/10.21203/rs.3.rs-8554032/v1",
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    "claimUrl": "https://wulfkaal.github.io/claims/3227967-032",
    "rank": 1,
    "confidence": 0.3805,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: digital, scale, mining, blockchain. Scope: proof of work blockchains as of 2018.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:5095633-026",
    "claimUrl": "https://wulfkaal.github.io/claims/5095633-026",
    "rank": 2,
    "confidence": 0.3233,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: small, blockchain, potential. Scope: ledger transaction fees are low enough to support micro-payments.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:4900880-039",
    "claimUrl": "https://wulfkaal.github.io/claims/4900880-039",
    "rank": 3,
    "confidence": 0.3224,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: resource, governance, blockchain. Scope: review source claim scope.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3782198-025",
    "claimUrl": "https://wulfkaal.github.io/claims/3782198-025",
    "rank": 4,
    "confidence": 0.3202,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, blockchain, deep. Scope: applies to major blockchains lacking on chain governance.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3782192-035",
    "claimUrl": "https://wulfkaal.github.io/claims/3782192-035",
    "rank": 5,
    "confidence": 0.3026,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, scale, blockchain. Scope: large member networks operating with twentieth century information technology.",
    "ambiguous": true
   }
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 },
 "userAffirmation": "I affirm batch kaal-review:2026-07-31:streaming-etl-0009, SHA-256 b79e655db33b69d4e6de8a205792c1e02d068eea4880d69cd6faeb884041abdf, 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.",
 "sha256": "d6355dd7ef19bc6bedf15912e72b16fcfbca4a008917b8f088f89b2fe2eff79c"
}