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 "@id": "https://wulfkaal.github.io/positions/2026-07-31-747",
 "identifier": "kaal:position:2026-07-31-747",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Historical 31F6Dc2Bd25Cfde338E5",
 "text": "A piezo air pump with high-pressure loads for dynamic regulation of anti-icing should be assessed against Kaal's source-bound claim that Because it lacks anticipatory capabilities, the existing regulatory system only addresses regulatory issues ex post, and then only if core constituents are burdened enough to generate sufficient political pressure for lawmakers to act. 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",
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  "dynamic-regulation",
  "regulatory-failure"
 ],
 "scope_conditions": [
  "existing regulatory infrastructure built on stable and presumptively optimal rules",
  "External evidence level: metadata only.",
  "Mapping review tier: moderate-confidence claim review.",
  "The literature-to-claim mapping remains explicitly ambiguous and should not be treated as a settled equivalence."
 ],
 "currentDebate": {
  "name": "A piezo air pump with high-pressure loads for dynamic regulation of anti-icing",
  "url": "https://www.semanticscholar.org/paper/e4ce792667ce3d8c6c018b16a876394f98d64114"
 },
 "extends": {
  "identifier": "kaal:claim:2808132-024",
  "url": "https://wulfkaal.github.io/claims/2808132-024",
  "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"
 },
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  {
   "@id": "https://wulfkaal.github.io/claims/2808132-024"
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   "@type": "CreativeWork",
   "name": "A piezo air pump with high-pressure loads for dynamic regulation of anti-icing",
   "url": "https://www.semanticscholar.org/paper/e4ce792667ce3d8c6c018b16a876394f98d64114"
  }
 ],
 "batch_id": "historical-backfill:2026-07-31:phase-0003",
 "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": {
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 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-747",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-747.md",
 "candidateId": "kaal:response-candidate:2026-07-31:12c763c1764c675d",
 "evidenceLevel": "metadata only",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.421,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: pressure, dynamic, regulation. Scope: existing regulatory infrastructure built on stable and presumptively optimal rules.",
 "sourceProvenance": {
  "source": "Semantic Scholar",
  "api": "https://api.semanticscholar.org/graph/v1/paper/search/bulk",
  "query": "dynamic regulation",
  "queryId": "concept:516a267369f9",
  "page": 7,
  "sourceRank": 6662,
  "retrievedAt": "2026-07-31T13:58:24.892Z",
  "citationCount": 1,
  "venue": "Applied Thermal Engineering",
  "publicationTypes": [
   "JournalArticle"
  ]
 },
 "userAffirmation": "Approved as written by Wulf A. Kaal on 2026-07-31.",
 "sha256": "82bb21ab2d0eee0a29c256718acab8b55d0789d94364ca9fc5aab3231e197768"
}