{
 "@context": "https://schema.org",
 "@type": "DefinedTerm",
 "@id": "https://wulfkaal.github.io/entities/worker-protection",
 "identifier": "kaal:entity:worker-protection",
 "name": "Worker protection",
 "termCode": "worker-protection",
 "inDefinedTermSet": {
  "@id": "https://wulfkaal.github.io/entities/index.json"
 },
 "author": {
  "@type": "Person",
  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0000-0003-0757-275X"
 },
 "dateModified": "2026-07-29",
 "canonicalForm": "https://wulfkaal.github.io/entities/worker-protection.md",
 "sha256": "e6c4c1b36e6bf0f4174df5660e1a64b7a272f2b8f34edf45fc9e06ff1fe513a5",
 "additionalProperty": [
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   "@type": "PropertyValue",
   "name": "status",
   "value": "derived"
  },
  {
   "@type": "PropertyValue",
   "name": "claim_count",
   "value": 2
  },
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   "@type": "PropertyValue",
   "name": "work_count",
   "value": 2
  },
  {
   "@type": "PropertyValue",
   "name": "year_span",
   "value": [
    "2018",
    "2024"
   ]
  },
  {
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   "name": "non_current_claims",
   "value": 0
  }
 ],
 "subjectOf": [
  {
   "@type": "Claim",
   "@id": "https://wulfkaal.github.io/claims/3128900-028",
   "identifier": "kaal:claim:3128900-028",
   "text": "The reputation score mechanism serves a discriminating function, separating malicious actors from simple mistakes and protecting workers and verifiers against fraudulent requesters and badly designed requests.",
   "abstract": "The reputation score mechanism helps discern malicious actors and simple mistakes. It also protects workers and verifiers from fraudulent requesters and suboptimally designed requests.",
   "citation": "Wulf A. Kaal, Decentralized Mechanical Turk Through Verified Reputation (2018). SSRN: https://ssrn.com/abstract=3128900",
   "datePublished": "2018",
   "claim_type": "design",
   "confidence": "asserted",
   "is_failure_mode": false,
   "scope_conditions": [],
   "source_pdf_sha256": "381d72e85d976e2af852e8ec3bba87bc6a05ccb3349a2c3dd6f9e64de96ab4b0",
   "status": "current"
  },
  {
   "@type": "Claim",
   "@id": "https://wulfkaal.github.io/claims/4755632-037",
   "identifier": "kaal:claim:4755632-037",
   "text": "The reputation score mechanism helps discern malicious actors from simple mistakes and protects workers and verifiers from fraudulent requesters and suboptimally designed requests, so reputation serves as a bidirectional screening device rather than only a worker rating.",
   "abstract": "The reputation score mechanism helps discern malicious actors and simple mistakes. It also protects workers and verifiers from fraudulent requesters and suboptimally designed requests.",
   "citation": "Wulf A. Kaal, AI Learning - Decentralized Governance to Optimize Human Output Datasets for AI Learning (2024). SSRN: https://ssrn.com/abstract=4755632",
   "datePublished": "2024",
   "claim_type": "mechanism",
   "confidence": "asserted",
   "is_failure_mode": false,
   "scope_conditions": [
    "applies to the ALE Platform"
   ],
   "source_pdf_sha256": "972ccebf0c06ac1767a9e443bb95942b7670e806a63c25ee817c368a64c8eca8",
   "status": "current"
  }
 ],
 "description": "2 claims in the published works of Wulf A. Kaal carry the concept tag 'worker-protection'. Derived node: a roster, not an adjudicated definition."
}