{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-1404",
 "identifier": "kaal:position:2026-07-31-1404",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Historical 601836Cb13Cfae3F8366",
 "text": "Dynamic Governance Model: An Approach to Sustainable Poverty Alleviation in Indonesia should be assessed against Kaal's source-bound claim that Ex post facts-based, trial-and-error rulemaking combined with stable and presumptively optimal rules often produces suboptimal regulatory outcomes, and those outcomes are no longer sustainable in an environment of exponential disruptive innovation. The current metadata indicates a plausible connection through dynamic governance, 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": [
  "dynamic-regulation",
  "regulatory-failure",
  "innovation"
 ],
 "scope_conditions": [
  "existing regulatory framework relying on stable and presumptively optimal rules",
  "environment of exponential disruptive innovation",
  "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": "Dynamic Governance Model: An Approach to Sustainable Poverty Alleviation in Indonesia",
  "url": "https://www.semanticscholar.org/paper/034c6961fb1107f2b940e9079fe5ff7d99464a10"
 },
 "extends": {
  "identifier": "kaal:claim:2808132-002",
  "url": "https://wulfkaal.github.io/claims/2808132-002",
  "citation": "Wulf A. Kaal, Erik P.M. Vermeulen, How to Regulate Disruptive Innovation - From Facts to Data (2016). SSRN: https://ssrn.com/abstract=2808132",
  "paper": "Erik P.M. Vermeulen, How to Regulate Disruptive Innovation - From Facts to Data",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2016",
  "ssrn": "https://ssrn.com/abstract=2808132",
  "source_pdf_sha256": "3515f2317ed9c1d33ae55d70467cdf1f6c4e350065ea6a887d5d7619599ad7d2"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/2808132-002"
  },
  {
   "@type": "CreativeWork",
   "name": "Dynamic Governance Model: An Approach to Sustainable Poverty Alleviation in Indonesia",
   "url": "https://www.semanticscholar.org/paper/034c6961fb1107f2b940e9079fe5ff7d99464a10"
  }
 ],
 "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/2026-07-31-1404",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-1404.md",
 "candidateId": "kaal:response-candidate:2026-07-31:0a2155810c4dcb54",
 "evidenceLevel": "metadata only",
 "reviewTier": "mapping review before claim review",
 "mappingConfidence": 0.3119,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: dynamic, sustainable. Scope: existing regulatory framework relying on stable and presumptively optimal rules; environment of exponential disruptive innovation.",
 "sourceProvenance": {
  "source": "Semantic Scholar",
  "api": "https://api.semanticscholar.org/graph/v1/paper/search/bulk",
  "query": "dynamic governance",
  "queryId": "concept:9160fec3685d",
  "page": 1,
  "sourceRank": 10,
  "retrievedAt": "2026-07-31T13:59:08.828Z",
  "citationCount": 1,
  "venue": null,
  "publicationTypes": []
 },
 "userAffirmation": "Approved as written by Wulf A. Kaal on 2026-07-31.",
 "sha256": "95181298cf3fcfa8e1458eec6006609ad504d75e2b69f249f72d02f7b74cffe9"
}