{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-2491",
 "identifier": "kaal:position:2026-07-31-2491",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Historical 8A3A3Bb8Ed28Cfad1D7B",
 "text": "Strengthening Investment Climate: A Study of Dynamic Governance in Gorontalo Province should be assessed against Kaal's source-bound claim that Venture capital investment allocation data can help facilitate anticipatory regulation of disruptive innovation, but it is only one of several emerging data sources usable for signaling in regulatory process optimization. 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": [
  "innovation"
 ],
 "scope_conditions": [
  "availability of additional and emerging data sources beyond venture capital",
  "External evidence level: abstract indexed.",
  "Mapping review tier: ambiguity triage before claim review.",
  "The literature-to-claim mapping remains explicitly ambiguous and should not be treated as a settled equivalence."
 ],
 "currentDebate": {
  "name": "Strengthening Investment Climate: A Study of Dynamic Governance in Gorontalo Province",
  "url": "https://www.semanticscholar.org/paper/a029b91fdf99ff58a96e4bf91e445f02c7ff983c"
 },
 "extends": {
  "identifier": "kaal:claim:2808132-052",
  "url": "https://wulfkaal.github.io/claims/2808132-052",
  "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/2808132-052"
  },
  {
   "@type": "CreativeWork",
   "name": "Strengthening Investment Climate: A Study of Dynamic Governance in Gorontalo Province",
   "url": "https://www.semanticscholar.org/paper/a029b91fdf99ff58a96e4bf91e445f02c7ff983c"
  }
 ],
 "batch_id": "historical-backfill:2026-07-31:phase-0010",
 "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/2026-07-31-2491",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-2491.md",
 "candidateId": "kaal:response-candidate:2026-07-31:f9d12ca106275ed6",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "ambiguity triage before claim review",
 "mappingConfidence": 0.2454,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: investment, emphasizes, innovation, process, used, data, one, but. Scope: availability of additional and emerging data sources beyond venture capital.",
 "sourceProvenance": {
  "source": "Semantic Scholar",
  "api": "https://api.semanticscholar.org/graph/v1/paper/search/bulk",
  "query": "dynamic governance",
  "queryId": "concept:9160fec3685d",
  "page": 1,
  "sourceRank": 260,
  "retrievedAt": "2026-07-31T13:59:08.828Z",
  "citationCount": 0,
  "venue": "IJESS International Journal of Education and Social Science",
  "publicationTypes": [
   "JournalArticle"
  ]
 },
 "userAffirmation": "Approved as written by Wulf A. Kaal on 2026-07-31.",
 "sha256": "be20a868d1fae607e62d82550b906a49111c2fe316011c9b8fa96ef20a97b178"
}