{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-7798",
 "identifier": "kaal:position:2026-07-31-7798",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Tslam 7194C8Bc7D",
 "text": "TSLAM presents the following source proposition: With the rapid development of cloud computing, various types of cloud services are available in the marketplace. This proposition is pertinent to Kaal's source-bound claim that Existing decentralized filesharing networks cannot guarantee the availability of unpopular files such as personal files, whereas centralized cloud services guarantee availability for a fee. 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": [
  "risk-and-incentives",
  "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: 0.4021.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "TSLAM",
  "url": "https://doi.org/10.1145/3317604"
 },
 "extends": {
  "identifier": "kaal:claim:3782198-022",
  "url": "https://wulfkaal.github.io/claims/3782198-022",
  "citation": "Craig Calcaterra, Wulf A. Kaal, Contemporary Decentralization (2021). SSRN: https://ssrn.com/abstract=3782198",
  "paper": "Craig Calcaterra, Wulf A. Kaal, Contemporary Decentralization",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2021",
  "ssrn": "https://ssrn.com/abstract=3782198",
  "source_pdf_sha256": "e7e1378e3eed06cace6534e7792a7307d607d18bc6beb4ac45896476280728e4"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/3782198-022"
  },
  {
   "@type": "CreativeWork",
   "name": "TSLAM",
   "url": "https://doi.org/10.1145/3317604"
  }
 ],
 "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": {
  "@id": "https://wulfkaal.github.io/positions/index.json"
 },
 "version": "1.0",
 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-7798",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-7798.md",
 "candidateId": "kaal:response-draft:2026-07-31:74b2274c49df104eb6f4",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.4021,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: cloud, computing, services, available. Scope: applies to filesharing networks without an incentive design for storing unpopular data.",
 "sourceProvenance": {
  "source": "crossref",
  "sourceRecordId": "10.1145/3317604",
  "queryId": "concept:a2c487c0792c",
  "queryText": "autonomous agent accountability",
  "canonicalUrl": "https://doi.org/10.1145/3317604",
  "doi": "10.1145/3317604",
  "externalIds": {
   "DOI": "10.1145/3317604",
   "Crossref": "10.1145/3317604"
  },
  "retrievedAt": "2026-07-31T21:32:51.962Z",
  "providerPage": 31,
  "rawObservationSha256": "b66694caf593a2789d3adf49665e3e73261efa2f5fa8b65252ca17f05a6ac63f",
  "inputSnapshotSha256": "4b76446dc6bf1d55513942e74f6c92a8a87ed7fe9173be4b65944f26fb34b117",
  "inputLine": 12595,
  "chunkId": "crossref-00033",
  "workId": "work:doi:10.1145/3317604",
  "workAuthors": [
   "Wenjuan Li",
   "Jian Cao",
   "Shiyou Qian",
   "Rajkumar Buyya"
  ],
  "workPublishedAt": "2018-12-31",
  "identityKeys": [
   "doi:10.1145/3317604",
   "crossref:10.1145/3317604",
   "url:https://doi.org/10.1145/3317604",
   "title:1e4a50ef031157a9fd8345aa",
   "proposition:e569f5a2d17ef8c33f4b417ccc295c8e13241864021ab6708c4bb2ee5226a40a"
  ],
  "sourceProposition": "With the rapid development of cloud computing, various types of cloud services are available in the marketplace.",
  "sourcePropositionSha256": "e51721b1d1d45fff70f2d49e2e7c3549967f7ca4ddf23d0b40ca5c9485d66fc0",
  "sourcePropositionIndex": 0,
  "claimMappings": [
   {
    "claimId": "kaal:claim:3782198-022",
    "claimUrl": "https://wulfkaal.github.io/claims/3782198-022",
    "rank": 1,
    "confidence": 0.4021,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: cloud, computing, services, available. Scope: applies to filesharing networks without an incentive design for storing unpopular data.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3808859-035",
    "claimUrl": "https://wulfkaal.github.io/claims/3808859-035",
    "rank": 2,
    "confidence": 0.2413,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: cloud, computing. Scope: review source claim scope.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3808859-036",
    "claimUrl": "https://wulfkaal.github.io/claims/3808859-036",
    "rank": 3,
    "confidence": 0.2413,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: cloud, computing. Scope: requires applications to integrate regardless of technological and physical environment.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:4900880-006",
    "claimUrl": "https://wulfkaal.github.io/claims/4900880-006",
    "rank": 4,
    "confidence": 0.193,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: development, computing. Scope: review source claim scope.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:4855607-031",
    "claimUrl": "https://wulfkaal.github.io/claims/4855607-031",
    "rank": 5,
    "confidence": 0.1895,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: rapid, development. Scope: governance of iteratively updated federated learning models.",
    "ambiguous": true
   }
  ]
 },
 "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.",
 "sha256": "b416fe42f4563a1a38fc4a695b3bc75e9d1dbb7ea07e01c2a2cae66356585515"
}