{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-2561",
 "identifier": "kaal:position:2026-07-31-2561",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Historical 98215B1428Ad9Cf93Af8",
 "text": "Intracellular biosensor-based dynamic regulation to manipulate gene expression at the spatiotemporal level should be assessed against Kaal's source-bound claim that Because facts-based rulemaking does not anticipate the regulatory issues created by innovation, rulemakers may realize far too late, or never, what new regulatory demands a given innovation generates. The current metadata indicates a plausible connection through dynamic 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": [
  "dynamic-regulation",
  "regulatory-failure"
 ],
 "scope_conditions": [
  "age of exponential innovation",
  "purely reactive facts-based rulemaking",
  "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": "Intracellular biosensor-based dynamic regulation to manipulate gene expression at the spatiotemporal level",
  "url": "https://www.semanticscholar.org/paper/e69a9fff08b1eb75f7b1cfb4ceccd34e5a4965cb"
 },
 "extends": {
  "identifier": "kaal:claim:2808132-017",
  "url": "https://wulfkaal.github.io/claims/2808132-017",
  "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/2808132-017"
  },
  {
   "@type": "CreativeWork",
   "name": "Intracellular biosensor-based dynamic regulation to manipulate gene expression at the spatiotemporal level",
   "url": "https://www.semanticscholar.org/paper/e69a9fff08b1eb75f7b1cfb4ceccd34e5a4965cb"
  }
 ],
 "batch_id": "historical-backfill:2026-07-31:phase-0011",
 "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/2026-07-31-2561",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-2561.md",
 "candidateId": "kaal:response-candidate:2026-07-31:cfe44a7f71f550de",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "ambiguity triage before claim review",
 "mappingConfidence": 0.2436,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: dynamic, regulation, abstract, regulate, realize, all, regulatory, associated. Scope: age of exponential innovation; purely reactive facts-based rulemaking.",
 "sourceProvenance": {
  "source": "Semantic Scholar",
  "api": "https://api.semanticscholar.org/graph/v1/paper/search/bulk",
  "query": "dynamic regulation",
  "queryId": "concept:516a267369f9",
  "page": 7,
  "sourceRank": 6718,
  "retrievedAt": "2026-07-31T13:58:24.892Z",
  "citationCount": 20,
  "venue": "Critical Reviews in Biotechnology",
  "publicationTypes": [
   "Review",
   "JournalArticle"
  ]
 },
 "userAffirmation": "Approved as written by Wulf A. Kaal on 2026-07-31.",
 "sha256": "1481f31b91a9705c9e6f8b35de8eb20529221552d114189dbbc62ee6b2504bfb"
}