{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-1518",
 "identifier": "kaal:position:2026-07-31-1518",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Historical Ae503B314B09516C5B6D",
 "text": "Web3 should be assessed against Kaal's source-bound claim that Adoption of decentralized data platforms is blocked by an expertise barrier: prospective contributors must manage tokens, maintain secure wallets, and understand the underlying technology, which deters users unaccustomed to digital assets. The current metadata indicates a plausible connection through smart contracts tokenomics, but the defensible response is a qualification until the source text confirms agreement, scope, methods, and limitations.",
 "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": "qualification",
 "keywords": [
  "decentralization"
 ],
 "scope_conditions": [
  "current blockchain user experience",
  "External evidence level: abstract indexed.",
  "Mapping review tier: mapping review before claim review.",
  "The literature-to-claim mapping remains explicitly ambiguous and should not be treated as a settled equivalence."
 ],
 "currentDebate": {
  "name": "Web3",
  "url": "https://www.semanticscholar.org/paper/24cf9770411b03a3d2dcb5ce9f80d6ee7309a66e"
 },
 "extends": {
  "identifier": "kaal:claim:5095633-027",
  "url": "https://wulfkaal.github.io/claims/5095633-027",
  "citation": "Wulf A. Kaal, Artificial Intelligence The Final Frontier (2025). SSRN: https://ssrn.com/abstract=5095633",
  "paper": "Artificial Intelligence The Final Frontier",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2025",
  "ssrn": "https://ssrn.com/abstract=5095633",
  "source_pdf_sha256": "cbb484711f89bcefc9fc6a5730a1ed0a3f764d7999ad9b6f7d8ea05634c26c63"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/5095633-027"
  },
  {
   "@type": "CreativeWork",
   "name": "Web3",
   "url": "https://www.semanticscholar.org/paper/24cf9770411b03a3d2dcb5ce9f80d6ee7309a66e"
  }
 ],
 "batch_id": "historical-backfill:2026-07-31:phase-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": {
  "@id": "https://wulfkaal.github.io/positions/index.json"
 },
 "version": "1.0",
 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-1518",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-1518.md",
 "candidateId": "kaal:response-candidate:2026-07-31:ee4164d6ffe2ecf7",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "mapping review before claim review",
 "mappingConfidence": 0.2964,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: frontier, decentralization, user, blockchain, barrier, adoption, technology, potential. Scope: current blockchain user experience.",
 "sourceProvenance": {
  "source": "Semantic Scholar",
  "api": "https://api.semanticscholar.org/graph/v1/paper/search/bulk",
  "query": "smart contracts tokenomics",
  "queryId": "concept:7130a5f5ec8c",
  "page": 1,
  "sourceRank": 1,
  "retrievedAt": "2026-07-31T13:57:58.506Z",
  "citationCount": 0,
  "venue": null,
  "publicationTypes": []
 },
 "userAffirmation": "Approved as written by Wulf A. Kaal on 2026-07-31.",
 "sha256": "3e22abd0c84c60d581a6a933be8f0faa22ad7737bcdd9b855e6b7380c7734930"
}