{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-7507",
 "identifier": "kaal:position:2026-07-31-7507",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Rethinking Governance In The Digital Age 2694E52Ede",
 "text": "Rethinking Governance in the Digital Age presents the following source proposition: The governance landscape of the 21st century is increasingly shaped by the pressures of digitalization, civic innovation, and emergent forms of participatory democracy. This proposition is pertinent to Kaal's source-bound claim that The core lawyer characteristics and skillsets produced by the existing legal education and regulatory framework are incompatible with what the practice of law in the 21st century demands. 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"
 },
 "datePublished": "2026-07-31",
 "dateModified": "2026-07-31",
 "creativeWorkStatus": "Affirmed",
 "responseType": "extension",
 "keywords": [
  "law-and-legal-systems",
  "education-and-practice",
  "innovation",
  "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: 0.386.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Rethinking Governance in the Digital Age",
  "url": "https://doi.org/10.4018/979-8-2600-1016-7.ch008"
 },
 "extends": {
  "identifier": "kaal:claim:2939127-001",
  "url": "https://wulfkaal.github.io/claims/2939127-001",
  "citation": "Mark Fenwick, Wulf A. Kaal, Erik P. M. Vermeulen, Legal Education in the Blockchain Revolution (2017). SSRN: https://ssrn.com/abstract=2939127",
  "paper": "Mark Fenwick, Wulf A. Kaal, Erik P. M. Vermeulen, Legal Education in the Blockchain Revolution",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2017",
  "ssrn": "https://ssrn.com/abstract=2939127",
  "source_pdf_sha256": "abcef529c7200261c59eec43018375b3b26e3186239fb9d002bacc298dba26ff"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/2939127-001"
  },
  {
   "@type": "CreativeWork",
   "name": "Rethinking Governance in the Digital Age",
   "url": "https://doi.org/10.4018/979-8-2600-1016-7.ch008"
  }
 ],
 "batch_id": "kaal-review:2026-07-31:streaming-etl-0009",
 "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/2026-07-31-7507",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-7507.md",
 "candidateId": "kaal:response-draft:2026-07-31:9963a49054786ee1ed12",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.386,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: 21st, century, innovation. Scope: existing law school curricula and bar regulatory frameworks; 21st century practice conditions shaped by disruptive technology.",
 "sourceProvenance": {
  "source": "crossref",
  "sourceRecordId": "10.4018/979-8-2600-1016-7.ch008",
  "queryId": "concept:b5ce5d92d4b5",
  "queryText": "AI agent governance",
  "canonicalUrl": "https://doi.org/10.4018/979-8-2600-1016-7.ch008",
  "doi": "10.4018/979-8-2600-1016-7.ch008",
  "externalIds": {
   "DOI": "10.4018/979-8-2600-1016-7.ch008",
   "Crossref": "10.4018/979-8-2600-1016-7.ch008"
  },
  "retrievedAt": "2026-07-31T20:34:05.075Z",
  "providerPage": 14,
  "rawObservationSha256": "210adb6afc2ba8261e768ff36f2362dd65e992b8a63ce077bf130640ec911fbb",
  "inputSnapshotSha256": "95f3c3e1638ca36a1683b7a07036b5ed8191ad7a1549b24a5ebff941a468f5ce",
  "inputLine": 3335,
  "chunkId": "crossref-00005",
  "workId": "work:doi:10.4018/979-8-2600-1016-7.ch008",
  "workAuthors": [
   "Dana-Marie Ramjit"
  ],
  "workPublishedAt": "2026-04-24",
  "identityKeys": [
   "doi:10.4018/979-8-2600-1016-7.ch008",
   "crossref:10.4018/979-8-2600-1016-7.ch008",
   "url:https://doi.org/10.4018/979-8-2600-1016-7.ch008",
   "title:a9d9eca47cf45ac25e73222b",
   "proposition:bedf6cf268e05f23ffbffe2ca37c8b9792344460c94f74a901b53898ab05d619"
  ],
  "sourceProposition": "The governance landscape of the 21st century is increasingly shaped by the pressures of digitalization, civic innovation, and emergent forms of participatory democracy.",
  "sourcePropositionSha256": "13aff63f5a1f35be9137f20e2bbadce56af2fda5d40f59cb0a9e1725fbf4e153",
  "sourcePropositionIndex": 0,
  "claimMappings": [
   {
    "claimId": "kaal:claim:2939127-001",
    "claimUrl": "https://wulfkaal.github.io/claims/2939127-001",
    "rank": 1,
    "confidence": 0.386,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: 21st, century, innovation. Scope: existing law school curricula and bar regulatory frameworks; 21st century practice conditions shaped by disruptive technology.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3227967-017",
    "claimUrl": "https://wulfkaal.github.io/claims/3227967-017",
    "rank": 2,
    "confidence": 0.3762,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, digital, age, innovation. Scope: fast growth technology companies with few assets and employees.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3227967-006",
    "claimUrl": "https://wulfkaal.github.io/claims/3227967-006",
    "rank": 3,
    "confidence": 0.3459,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: digital, age, innovation. Scope: venture capital markets with young and inexperienced entrepreneurs; Silicon Valley from the early 1970s.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3227967-007",
    "claimUrl": "https://wulfkaal.github.io/claims/3227967-007",
    "rank": 4,
    "confidence": 0.3459,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: digital, age, innovation. Scope: review source claim scope.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3227967-014",
    "claimUrl": "https://wulfkaal.github.io/claims/3227967-014",
    "rank": 5,
    "confidence": 0.3459,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: digital, age, innovation. Scope: incumbent law firms and legal departments facing startup competition.",
    "ambiguous": true
   }
  ]
 },
 "userAffirmation": "I affirm batch kaal-review:2026-07-31:streaming-etl-0009, SHA-256 b79e655db33b69d4e6de8a205792c1e02d068eea4880d69cd6faeb884041abdf, 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.",
 "sha256": "0ba45dceea97c10eeb2e1c1c4638fb1d2ba6d0762066a72b7dfc64a7fad5e38e"
}