{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-445",
 "identifier": "kaal:position:2026-07-31-445",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Historical 00F90Ea6042E6A3Bb639",
 "text": "Dynamic Regulation of Great Lakes Water Levels Using Multiple Model Algorithms should be assessed against Kaal's source-bound claim that The shock conditions that trigger calls for rulemaking have typically not been analyzed or absorbed systematically, so rulemaking under those conditions is associated with high levels of incomplete information. 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",
  "economics"
 ],
 "scope_conditions": [
  "rulemaking triggered by an unabsorbed shock",
  "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": "Dynamic Regulation of Great Lakes Water Levels Using Multiple Model Algorithms",
  "url": "https://www.semanticscholar.org/paper/b57c4f9033080e11b3975f79c230af89a2317afd"
 },
 "extends": {
  "identifier": "kaal:claim:2273857-018",
  "url": "https://wulfkaal.github.io/claims/2273857-018",
  "citation": "Wulf A. Kaal, Dynamic Regulation of the Financial Services Industry (2013). SSRN: https://ssrn.com/abstract=2273857",
  "paper": "Dynamic Regulation of the Financial Services Industry",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2013",
  "ssrn": "https://ssrn.com/abstract=2273857",
  "source_pdf_sha256": "e7cb3dea40593135acc99a9b00690138fe01020514ebf388f5140e1b0e59e82a"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/2273857-018"
  },
  {
   "@type": "CreativeWork",
   "name": "Dynamic Regulation of Great Lakes Water Levels Using Multiple Model Algorithms",
   "url": "https://www.semanticscholar.org/paper/b57c4f9033080e11b3975f79c230af89a2317afd"
  }
 ],
 "batch_id": "historical-backfill:2026-07-31:phase-0002",
 "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/2026-07-31-445",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-445.md",
 "candidateId": "kaal:response-candidate:2026-07-31:5f8445f57fe68346",
 "evidenceLevel": "metadata only",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.5128,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: dynamic, regulation, levels. Scope: rulemaking triggered by an unabsorbed shock.",
 "sourceProvenance": {
  "source": "Semantic Scholar",
  "api": "https://api.semanticscholar.org/graph/v1/paper/search/bulk",
  "query": "dynamic regulation",
  "queryId": "concept:516a267369f9",
  "page": 6,
  "sourceRank": 5329,
  "retrievedAt": "2026-07-31T13:58:18.648Z",
  "citationCount": 1,
  "venue": "Academic Journal of Computing & Information Science",
  "publicationTypes": [
   "JournalArticle"
  ]
 },
 "userAffirmation": "Approved as written by Wulf A. Kaal on 2026-07-31.",
 "sha256": "b5774a45062f2e9aea47eb9aabf8423928b009470780f15866d9e988e46a8106"
}