{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-1258",
 "identifier": "kaal:position:2026-07-31-1258",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Historical 87Db8Dc40C26Fd8B2219",
 "text": "Research on the Impact of Algorithmic Regulation Intensity on Digitally Delivered Services Trade-Empirical Analysis Based on 30 Major Economies should be assessed against Kaal's source-bound claim that Financial regulation has disparate effects on private fund advisers in comparison with other financial services providers, so evidence of scale economies in compliance drawn from banking does not transfer to private funds. The current metadata indicates a plausible connection through algorithmic regulation, 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": [
  "private-funds",
  "systemic-risk"
 ],
 "scope_conditions": [
  "comparison of the private fund industry with banking and other financial services providers",
  "External evidence level: metadata only.",
  "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": "Research on the Impact of Algorithmic Regulation Intensity on Digitally Delivered Services Trade-Empirical Analysis Based on 30 Major Economies",
  "url": "https://www.semanticscholar.org/paper/c888ccff91461af0c651871a09f438fa07b1a7b6"
 },
 "extends": {
  "identifier": "kaal:claim:2389423-033",
  "url": "https://wulfkaal.github.io/claims/2389423-033",
  "citation": "Wulf A. Kaal, The Impact of Dodd-Frank Act Compliance Cost on the Hedge Fund Industry (2014). SSRN: https://ssrn.com/abstract=2389423",
  "paper": "The Impact of Dodd-Frank Act Compliance Cost on the Hedge Fund Industry",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2014",
  "ssrn": "https://ssrn.com/abstract=2389423",
  "source_pdf_sha256": "6b95323abbaffd00a012589531859f2938ab8b372d0243171059ff82e55a0838"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/2389423-033"
  },
  {
   "@type": "CreativeWork",
   "name": "Research on the Impact of Algorithmic Regulation Intensity on Digitally Delivered Services Trade-Empirical Analysis Based on 30 Major Economies",
   "url": "https://www.semanticscholar.org/paper/c888ccff91461af0c651871a09f438fa07b1a7b6"
  }
 ],
 "batch_id": "historical-backfill:2026-07-31:phase-0006",
 "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/2026-07-31-1258",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-1258.md",
 "candidateId": "kaal:response-candidate:2026-07-31:c587a50678704ddd",
 "evidenceLevel": "metadata only",
 "reviewTier": "mapping review before claim review",
 "mappingConfidence": 0.3324,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: impact, regulation, services, economies. Scope: comparison of the private fund industry with banking and other financial services providers.",
 "sourceProvenance": {
  "source": "Semantic Scholar",
  "api": "https://api.semanticscholar.org/graph/v1/paper/search/bulk",
  "query": "algorithmic regulation",
  "queryId": "concept:dda0987aa1ad",
  "page": 1,
  "sourceRank": 205,
  "retrievedAt": "2026-07-31T13:58:30.108Z",
  "citationCount": 0,
  "venue": "World Economic Research",
  "publicationTypes": [
   "JournalArticle"
  ]
 },
 "userAffirmation": "Approved as written by Wulf A. Kaal on 2026-07-31.",
 "sha256": "c5a7eceeccb34b43ddf62111af0983b6d6ee675f00f062d15b459972f64fccd8"
}