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 "@id": "https://wulfkaal.github.io/positions/2026-07-31-7893",
 "identifier": "kaal:position:2026-07-31-7893",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Determinants Of Motorcycle Taxpayer Compliance Evidence From A Border Re B483002953",
 "text": "Determinants of Motorcycle Taxpayer Compliance: Evidence from a Border Region in Eastern Indonesia presents the following source proposition: The study involved 100 respondents selected through the Slovin formula. This proposition is pertinent to Kaal's source-bound claim that The majority of survey respondents believed that Title IV compliance costs $100,000.00 annually. The proposed response is an extension: the relationship should remain limited to the retrieved source proposition and the mapped Kaal claim unless fuller source review supports a broader conclusion.",
 "author": {
  "@type": "Person",
  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0009-0008-7840-1847"
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 "datePublished": "2026-07-31",
 "dateModified": "2026-07-31",
 "creativeWorkStatus": "Affirmed",
 "responseType": "extension",
 "keywords": [
  "compliance",
  "empirical-evidence",
  "private-funds",
  "historical-response",
  "scholarly-literature",
  "crossref"
 ],
 "scope_conditions": [
  "The response is limited to the retrieved source proposition and mapped Kaal claim unless fuller source review supports a broader conclusion.",
  "External evidence level: abstract indexed.",
  "Mapping review tier: moderate-confidence claim review.",
  "Primary mapping confidence: 0.3813.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Determinants of Motorcycle Taxpayer Compliance: Evidence from a Border Region in Eastern Indonesia",
  "url": "https://doi.org/10.35912/jgas.v6i1.3521"
 },
 "extends": {
  "identifier": "kaal:claim:2389423-025",
  "url": "https://wulfkaal.github.io/claims/2389423-025",
  "citation": "Wulf A. Kaal, The Impact of Dodd-Frank Act Compliance Cost on the Hedge Fund Industry (2014). SSRN: https://ssrn.com/abstract=2389423",
  "paper": "Wulf A. Kaal, The Impact of Dodd-Frank Act Compliance Cost on the Hedge Fund Industry",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2014",
  "ssrn": "https://ssrn.com/abstract=2389423",
  "source_pdf_sha256": "6b95323abbaffd00a012589531859f2938ab8b372d0243171059ff82e55a0838"
 },
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  {
   "@id": "https://wulfkaal.github.io/claims/2389423-025"
  },
  {
   "@type": "CreativeWork",
   "name": "Determinants of Motorcycle Taxpayer Compliance: Evidence from a Border Region in Eastern Indonesia",
   "url": "https://doi.org/10.35912/jgas.v6i1.3521"
  }
 ],
 "batch_id": "kaal-review:2026-07-31:streaming-etl-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": {
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 },
 "version": "1.0",
 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-7893",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-7893.md",
 "candidateId": "kaal:response-draft:2026-07-31:2ee32cd6a80af12b49b2",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.3813,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: compliance, evidence, 100, respondents. Scope: frequency of survey responses on the annual cost of Title IV compliance.",
 "sourceProvenance": {
  "source": "crossref",
  "sourceRecordId": "10.35912/jgas.v6i1.3521",
  "queryId": "concept:a2c487c0792c",
  "queryText": "autonomous agent accountability",
  "canonicalUrl": "https://doi.org/10.35912/jgas.v6i1.3521",
  "doi": "10.35912/jgas.v6i1.3521",
  "externalIds": {
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   "Crossref": "10.35912/jgas.v6i1.3521"
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  "workId": "work:doi:10.35912/jgas.v6i1.3521",
  "workAuthors": [
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    "rank": 1,
    "confidence": 0.3813,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: compliance, evidence, 100, respondents. Scope: frequency of survey responses on the annual cost of Title IV compliance.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2389423-026",
    "claimUrl": "https://wulfkaal.github.io/claims/2389423-026",
    "rank": 2,
    "confidence": 0.3813,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: compliance, evidence, 100, respondents. Scope: 86 respondents to survey question 6bi; median cost measures for Title IV compliance.",
    "ambiguous": true
   },
   {
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: compliance, evidence, 100, respondents. Scope: survey responses on annual time required for Title IV compliance.",
    "ambiguous": true
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   {
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    "rank": 4,
    "confidence": 0.3813,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: compliance, evidence, 100, respondents. Scope: respondents to the 2012 and 2015 surveys; self-reported total compliance costs.",
    "ambiguous": true
   },
   {
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    "claimUrl": "https://wulfkaal.github.io/claims/2732915-024",
    "rank": 5,
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: compliance, evidence, 100, respondents. Scope: all federal regulations pertaining to private fund advisers, not only Dodd-Frank.",
    "ambiguous": true
   }
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 "userAffirmation": "affirm batch kaal-review:2026-07-31:streaming-etl-0010, SHA-256 702170a5716aed9e79302e88407930485844aeec8c140fe64a7bf7d5dd9603af, as written and authorize publication of all 250 response claims on my canonical property, preserving their evidence levels, ambiguity labels, provenance, and the unchanged 5,033 scholarly claims.",
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}