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 "identifier": "kaal:position:2026-07-31-7892",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Determinants Of Motorcycle Taxpayer Compliance Evidence From A Border Re Aadd147C3C",
 "text": "Determinants of Motorcycle Taxpayer Compliance: Evidence from a Border Region in Eastern Indonesia presents the following source proposition: Research Methodology: A quantitative approach was employed using a survey method. This proposition is pertinent to Kaal's source-bound claim that While all coefficients are positive in the entire sample and the multi strategy subsample, the negative coefficients in the single strategy subsample suggest that the strategy employed by a hedge fund adviser could change the assessment of the effect of compliance cost. 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": [
  "research-methods",
  "compliance",
  "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: 0.3603.",
  "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:2389423-036",
  "url": "https://wulfkaal.github.io/claims/2389423-036",
  "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/2389423-036"
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  {
   "@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"
  }
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 "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.",
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 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
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 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: compliance, research, employed. Scope: single strategy subsample in Exhibit 12 compared with Exhibits 11 and 13.",
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  "queryId": "concept:a2c487c0792c",
  "queryText": "autonomous agent accountability",
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  "doi": "10.35912/jgas.v6i1.3521",
  "externalIds": {
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  "workId": "work:doi:10.35912/jgas.v6i1.3521",
  "workAuthors": [
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: compliance, research, employed. Scope: single strategy subsample in Exhibit 12 compared with Exhibits 11 and 13.",
    "ambiguous": true
   },
   {
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    "whyRelevant": "Shared high-information concepts: compliance, evidence, survey. Scope: respondents to survey Questions 11a and 11b; measured within three months of the registration effective date.",
    "ambiguous": true
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    "whyRelevant": "Shared high-information concepts: compliance, evidence, survey. Scope: comparison with SEC estimates in 76 Fed. Reg. 71128-01; data for larger advisers rests on a small sample.",
    "ambiguous": true
   },
   {
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    "rank": 4,
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: compliance, evidence, survey. Scope: responses to open ended survey question five.",
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: compliance, evidence, survey. Scope: frequency of survey responses on the annual cost of Title IV compliance.",
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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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