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  "quote": "Who supplies the labor, who directs it, and who receives its gains — and what kind of evidence does this resource bring to that question?",
  "kernel": true,
  "const": false,
  "lineage": "what the record's schema asks: who supplies, who directs, who gains",
  "date": "2026-10-29",
  "title": "Labor Vector meta-aggregator record: Fairwork Cloudwork Ratings (https://www.laborvector.org/aggregators/fairwork-cloudwork/), editor Lee Sharks, census compiled 2026-10-29, schema 1.0",
  "creator": "Lee Sharks (editor)",
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  "id": "LV-02",
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  "record": {
   "url": "https://www.laborvector.org/aggregators/fairwork-cloudwork/",
   "label": "LV"
  },
  "claim": "the record's kind: a rating programme, a league table scoring cloudwork platforms against the five Fairwork Cloudwork Principles",
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  ],
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  "quote": "rating programme: a ratings report (league table) scoring cloudwork platforms against the five Fairwork Cloudwork Principles",
  "kernel": true,
  "const": false,
  "lineage": "what it is: rating cloudwork platforms against five principles of fair work",
  "date": "2026-10-29",
  "title": "Labor Vector meta-aggregator record: Fairwork Cloudwork Ratings (https://www.laborvector.org/aggregators/fairwork-cloudwork/), editor Lee Sharks, census compiled 2026-10-29, schema 1.0",
  "creator": "Lee Sharks (editor)",
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   "basis": "operator",
   "quote": "The Fairwork Cloudwork Ratings 2025 assesses and scores basic standards of fairness in working arrangements on 16 cloudwork digital labour platforms according to the five Fairwork Cloudwork Principles: fair pay, conditions, contracts, management, and representation.",
   "url": "https://fairwork.oii.ox.ac.uk/wp-content/uploads/sites/17/2025/05/Fairwork-Cloudwork-Report-2025-FINAL.pdf",
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   "label": "LV"
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  "claim": "the record places the entity on four of the census's five intersections: labor producing AI, gains and losses, worker power, AI governing labor",
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  "kernel": true,
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  "id": "LV-04",
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  },
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  "kernel": false,
  "const": false,
  "lineage": "what this evidence can and cannot settle",
  "date": "2026-10-29",
  "title": "Labor Vector meta-aggregator record: Fairwork Cloudwork Ratings (https://www.laborvector.org/aggregators/fairwork-cloudwork/), editor Lee Sharks, census compiled 2026-10-29, schema 1.0",
  "creator": "Lee Sharks (editor)",
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  "id": "LV-05",
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   "url": "https://www.laborvector.org/aggregators/fairwork-cloudwork/",
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  "claim": "the unit: a cloudwork platform, scored out of 10 on ten thresholds, two per principle",
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   "basis": "operator",
   "quote": "The Fairwork Cloudwork Ratings 2025 assesses and scores basic standards of fairness in working arrangements on 16 cloudwork digital labour platforms according to the five Fairwork Cloudwork Principles: fair pay, conditions, contracts, management, and representation.",
   "url": "https://fairwork.oii.ox.ac.uk/wp-content/uploads/sites/17/2025/05/Fairwork-Cloudwork-Report-2025-FINAL.pdf",
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  "id": "LV-06",
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   "label": "LV"
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  "claim": "the labor object: cloudwork, from microwork to freelance work, AI data work for leading AI companies among it",
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  "locus": "census.json rows[slug == 'fairwork-cloudwork'].labor_object",
  "quote": "cloudwork: online remote work through digital labour platforms, from microwork (data labelling and processing, AI training, image categorisation) to freelance work (translation, design, web development, writing); the report names AI data work for clients such as Amazon, Google, Microsoft and Nvidia",
  "kernel": false,
  "const": false,
  "lineage": "cloudwork defined: platform work performed remotely",
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  "title": "Labor Vector meta-aggregator record: Fairwork Cloudwork Ratings (https://www.laborvector.org/aggregators/fairwork-cloudwork/), editor Lee Sharks, census compiled 2026-10-29, schema 1.0",
  "creator": "Lee Sharks (editor)",
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   "basis": "operator",
   "quote": "Those platforms offer multiple services, such as data",
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  "quote": "cloudworkers, generally classified as self-employed or independent workers paid piece rates; the survey drew 776 workers in 100 countries",
  "kernel": true,
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  "lineage": "direction: who supplies the labor, who directs it, who gains",
  "date": "2026-10-29",
  "title": "Labor Vector meta-aggregator record: Fairwork Cloudwork Ratings (https://www.laborvector.org/aggregators/fairwork-cloudwork/), editor Lee Sharks, census compiled 2026-10-29, schema 1.0",
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   "basis": "operator",
   "quote": "and cloudworkers are generally",
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  "quote": "the platforms rated (16, including Upwork, Amazon Mechanical Turk, Fiverr, Remotasks, Appen, Clickworker, Prolific) and the requesters or clients who post work on them",
  "kernel": true,
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  "id": "LV-09",
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  "claim": "who gains: not recorded as a quantity; the report records which platforms meet pay thresholds and names the leading AI companies among the clients",
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   "quote": "The point for threshold 1.2, which states that the majority of workers should earn at least the local minimum wage, was awarded to four platforms: ComeUp, Translated, Elharefa, and Terawork.",
   "url": "https://fairwork.oii.ox.ac.uk/wp-content/uploads/sites/17/2025/05/Fairwork-Cloudwork-Report-2025-FINAL.pdf",
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  "id": "LV-10",
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  "kernel": false,
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  "quote": "\"value\": \"16 cloudwork platforms rated; 776 worker survey responses in 100 countries\"",
  "kernel": false,
  "const": false,
  "lineage": "the worker survey: payment, security, discrimination, priorities",
  "date": "2026-10-29",
  "title": "Labor Vector meta-aggregator record: Fairwork Cloudwork Ratings (https://www.laborvector.org/aggregators/fairwork-cloudwork/), editor Lee Sharks, census compiled 2026-10-29, schema 1.0",
  "creator": "Lee Sharks (editor)",
  "file": "/home/claude/fleet/laborvector/data/labor-census/census.json (census.json rows[slug == 'fairwork-cloudwork'].count)",
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   "field": "survey_count",
   "src": "fairwork-cloudwork--oii-cloudwork-report",
   "basis": "operator",
   "quote": "we sampled at least 30 workers per platform from that region. After cleaning the data, we were left with responses from 776 workers in 100 countries.",
   "url": "https://fairwork.oii.ox.ac.uk/wp-content/uploads/sites/17/2025/05/Fairwork-Cloudwork-Report-2025-FINAL.pdf",
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  "quote": "three platforms scored 8 and two scored 7 out of 10; Amazon Mechanical Turk, Freelancer and Microworkers scored 0",
  "kernel": true,
  "const": false,
  "lineage": "the 2025 scores: the league table",
  "date": "2026-10-29",
  "title": "Labor Vector meta-aggregator record: Fairwork Cloudwork Ratings (https://www.laborvector.org/aggregators/fairwork-cloudwork/), editor Lee Sharks, census compiled 2026-10-29, schema 1.0",
  "creator": "Lee Sharks (editor)",
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   "quote": "Three platforms scored 8, and two platforms scored 7 out of 10 points. One platform scored 5, one 4, and one 3 out of 10 points. For the remaining eight platforms, the final scores did not surpass 2 out of 10 points. For three platforms, we could not find any evidence that they met any of the ten points.",
   "url": "https://fairwork.oii.ox.ac.uk/wp-content/uploads/sites/17/2025/05/Fairwork-Cloudwork-Report-2025-FINAL.pdf",
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  "kernel": false,
  "const": false,
  "lineage": "fair pay: payment for completed work and the minimum wage",
  "date": "2026-10-29",
  "title": "Labor Vector meta-aggregator record: Fairwork Cloudwork Ratings (https://www.laborvector.org/aggregators/fairwork-cloudwork/), editor Lee Sharks, census compiled 2026-10-29, schema 1.0",
  "creator": "Lee Sharks (editor)",
  "file": "/home/claude/fleet/laborvector/data/labor-census/census.json (census.json rows[slug == 'fairwork-cloudwork'].findings[1])",
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  "quote_check": "within the value as loaded (non-string values as their JSON text; whitespace-normalised)",
  "entity": "fairwork-cloudwork",
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  },
  "basis": {
   "field": "minimum_wage",
   "src": "fairwork-cloudwork--oii-cloudwork-report",
   "basis": "operator",
   "quote": "The point for threshold 1.2, which states that the majority of workers should earn at least the local minimum wage, was awarded to four platforms: ComeUp, Translated, Elharefa, and Terawork.",
   "url": "https://fairwork.oii.ox.ac.uk/wp-content/uploads/sites/17/2025/05/Fairwork-Cloudwork-Report-2025-FINAL.pdf",
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 {
  "id": "LV-15",
  "dep": "LV",
  "record": {
   "url": "https://www.laborvector.org/aggregators/fairwork-cloudwork/",
   "label": "LV"
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  "claim": "no platform received the bargaining point",
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  "modality": "documented",
  "strata": [
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  "locus": "census.json rows[slug == 'fairwork-cloudwork'].findings[2]",
  "quote": "no platform received the second representation point (collective governance or bargaining)",
  "kernel": false,
  "const": false,
  "lineage": "fair representation: association recognised, no bargaining",
  "date": "2026-10-29",
  "title": "Labor Vector meta-aggregator record: Fairwork Cloudwork Ratings (https://www.laborvector.org/aggregators/fairwork-cloudwork/), editor Lee Sharks, census compiled 2026-10-29, schema 1.0",
  "creator": "Lee Sharks (editor)",
  "file": "/home/claude/fleet/laborvector/data/labor-census/census.json (census.json rows[slug == 'fairwork-cloudwork'].findings[2])",
  "quote_ok": true,
  "quote_check": "within the value as loaded (non-string values as their JSON text; whitespace-normalised)",
  "entity": "fairwork-cloudwork",
  "surface": {
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  },
  "basis": {
   "field": "representation",
   "src": "fairwork-cloudwork--oii-cloudwork-report",
   "basis": "operator",
   "quote": "We were unable to award the second point (there is collective governance or bargaining) to any of the platforms evaluated this year.",
   "url": "https://fairwork.oii.ox.ac.uk/wp-content/uploads/sites/17/2025/05/Fairwork-Cloudwork-Report-2025-FINAL.pdf",
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 {
  "id": "LV-16",
  "dep": "LV",
  "record": {
   "url": "https://www.laborvector.org/aggregators/fairwork-cloudwork/",
   "label": "LV"
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  "kind": "fact",
  "modality": "documented",
  "strata": [
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  "locus": "census.json rows[slug == 'fairwork-cloudwork'].findings[3]",
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  "kernel": false,
  "const": false,
  "lineage": "changes adopted through engagement",
  "date": "2026-10-29",
  "title": "Labor Vector meta-aggregator record: Fairwork Cloudwork Ratings (https://www.laborvector.org/aggregators/fairwork-cloudwork/), editor Lee Sharks, census compiled 2026-10-29, schema 1.0",
  "creator": "Lee Sharks (editor)",
  "file": "/home/claude/fleet/laborvector/data/labor-census/census.json (census.json rows[slug == 'fairwork-cloudwork'].findings[3])",
  "quote_ok": true,
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  "entity": "fairwork-cloudwork",
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  "basis": {
   "field": "changes",
   "src": "fairwork-cloudwork--oii-cloudwork-report",
   "basis": "operator",
   "quote": "of 56 changes were adopted since the last report launched",
   "url": "https://fairwork.oii.ox.ac.uk/wp-content/uploads/sites/17/2025/05/Fairwork-Cloudwork-Report-2025-FINAL.pdf",
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 {
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  "dep": "LV",
  "record": {
   "url": "https://www.laborvector.org/aggregators/fairwork-cloudwork/",
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  },
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  "modality": "documented",
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  "locus": "census.json rows[slug == 'fairwork-cloudwork'].findings[4]",
  "quote": "of 448 respondents asked which rights matter most, 33.3% named receiving at least the local minimum wage",
  "kernel": false,
  "const": false,
  "lineage": "the worker survey: payment, security, discrimination, priorities",
  "date": "2026-10-29",
  "title": "Labor Vector meta-aggregator record: Fairwork Cloudwork Ratings (https://www.laborvector.org/aggregators/fairwork-cloudwork/), editor Lee Sharks, census compiled 2026-10-29, schema 1.0",
  "creator": "Lee Sharks (editor)",
  "file": "/home/claude/fleet/laborvector/data/labor-census/census.json (census.json rows[slug == 'fairwork-cloudwork'].findings[4])",
  "quote_ok": true,
  "quote_check": "within the value as loaded (non-string values as their JSON text; whitespace-normalised)",
  "entity": "fairwork-cloudwork",
  "surface": {
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  "basis": {
   "field": "rights_priorities",
   "src": "fairwork-cloudwork--oii-cloudwork-report",
   "basis": "operator",
   "quote": "Among the 448 respondents, the top priorities were:",
   "url": "https://fairwork.oii.ox.ac.uk/wp-content/uploads/sites/17/2025/05/Fairwork-Cloudwork-Report-2025-FINAL.pdf",
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 {
  "id": "LV-18",
  "dep": "LV",
  "record": {
   "url": "https://www.laborvector.org/aggregators/fairwork-cloudwork/",
   "label": "LV"
  },
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  "modality": "self-description",
  "strata": [
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  ],
  "locus": "census.json rows[slug == 'fairwork-cloudwork'].stated_limits[0]",
  "quote": "the worker surveys do not aim to be representative",
  "kernel": false,
  "const": false,
  "lineage": "the stated limits: a missing point is no finding of non-compliance; the survey is not representative",
  "date": "2026-10-29",
  "title": "Labor Vector meta-aggregator record: Fairwork Cloudwork Ratings (https://www.laborvector.org/aggregators/fairwork-cloudwork/), editor Lee Sharks, census compiled 2026-10-29, schema 1.0",
  "creator": "Lee Sharks (editor)",
  "file": "/home/claude/fleet/laborvector/data/labor-census/census.json (census.json rows[slug == 'fairwork-cloudwork'].stated_limits[0])",
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  "quote_check": "within the value as loaded (non-string values as their JSON text; whitespace-normalised)",
  "entity": "fairwork-cloudwork",
  "surface": {
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  "basis": {
   "field": "limit_representative",
   "src": "fairwork-cloudwork--oii-cloudwork-report",
   "basis": "operator",
   "quote": "These surveys do not aim to build a representative set",
   "url": "https://fairwork.oii.ox.ac.uk/wp-content/uploads/sites/17/2025/05/Fairwork-Cloudwork-Report-2025-FINAL.pdf",
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 {
  "id": "LV-19",
  "dep": "LV",
  "record": {
   "url": "https://www.laborvector.org/aggregators/fairwork-cloudwork/",
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  },
  "claim": "limit: a missing point is not a failure of the principle, only no evidence found",
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  "modality": "self-description",
  "strata": [
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  "locus": "census.json rows[slug == 'fairwork-cloudwork'].stated_limits[1]",
  "quote": "failing to achieve a point does not necessarily mean a platform fails the principle; it means no evidence was found",
  "kernel": true,
  "const": false,
  "lineage": "the stated limits: a missing point is no finding of non-compliance; the survey is not representative",
  "date": "2026-10-29",
  "title": "Labor Vector meta-aggregator record: Fairwork Cloudwork Ratings (https://www.laborvector.org/aggregators/fairwork-cloudwork/), editor Lee Sharks, census compiled 2026-10-29, schema 1.0",
  "creator": "Lee Sharks (editor)",
  "file": "/home/claude/fleet/laborvector/data/labor-census/census.json (census.json rows[slug == 'fairwork-cloudwork'].stated_limits[1])",
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  "basis": {
   "field": "limit_point",
   "src": "fairwork-cloudwork--oii-cloudwork-report",
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  "id": "LV-20",
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  "claim": "limit: where managers do not engage, desk research and surveys only",
  "kind": "fact",
  "modality": "self-description",
  "strata": [
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  ],
  "locus": "census.json rows[slug == 'fairwork-cloudwork'].stated_limits[2]",
  "quote": "where platform managers do not engage, scoring rests on desk research and worker surveys",
  "kernel": false,
  "const": false,
  "lineage": "method: desk research, platform managers, worker surveys; scoring",
  "date": "2026-10-29",
  "title": "Labor Vector meta-aggregator record: Fairwork Cloudwork Ratings (https://www.laborvector.org/aggregators/fairwork-cloudwork/), editor Lee Sharks, census compiled 2026-10-29, schema 1.0",
  "creator": "Lee Sharks (editor)",
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 {
  "id": "LV-21",
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  "record": {
   "url": "https://www.laborvector.org/aggregators/fairwork-cloudwork/",
   "label": "LV"
  },
  "claim": "limit: sections in common with other Fairwork reports",
  "kind": "fact",
  "modality": "self-description",
  "strata": [
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  "locus": "census.json rows[slug == 'fairwork-cloudwork'].stated_limits[3]",
  "quote": "the report contains sections in common with other Fairwork reports",
  "kernel": false,
  "const": false,
  "lineage": "the report's statements of its own standing: no conflict of interest, sections in common",
  "date": "2026-10-29",
  "title": "Labor Vector meta-aggregator record: Fairwork Cloudwork Ratings (https://www.laborvector.org/aggregators/fairwork-cloudwork/), editor Lee Sharks, census compiled 2026-10-29, schema 1.0",
  "creator": "Lee Sharks (editor)",
  "file": "/home/claude/fleet/laborvector/data/labor-census/census.json (census.json rows[slug == 'fairwork-cloudwork'].stated_limits[3])",
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  "basis": {
   "field": "limit_common_sections",
   "src": "fairwork-cloudwork--oii-cloudwork-report",
   "basis": "operator",
   "quote": "Please note that this report contains sections in common with other Fairwork reports",
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  "id": "LV-22",
  "dep": "LV",
  "record": {
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   "label": "LV"
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  "modality": "attributed",
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  "locus": "census.json rows[slug == 'fairwork-cloudwork'].stated_limits[4]",
  "quote": "in the platform comments (Appendix II), Scale/Remotasks states the evaluation remains overly subjective in key areas",
  "kernel": false,
  "const": false,
  "lineage": "platform responses to the ratings",
  "date": "2026-10-29",
  "title": "Labor Vector meta-aggregator record: Fairwork Cloudwork Ratings (https://www.laborvector.org/aggregators/fairwork-cloudwork/), editor Lee Sharks, census compiled 2026-10-29, schema 1.0",
  "creator": "Lee Sharks (editor)",
  "file": "/home/claude/fleet/laborvector/data/labor-census/census.json (census.json rows[slug == 'fairwork-cloudwork'].stated_limits[4])",
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  "basis": {
   "field": "platform_response",
   "src": "fairwork-cloudwork--oii-cloudwork-report",
   "basis": "operator",
   "quote": "these improvements, we believe the evaluation remains",
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  "id": "LV-23",
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  "record": {
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   "label": "LV"
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  "modality": "documented",
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  "locus": "census.json rows[slug == 'fairwork-cloudwork'].stated_limits[5]",
  "quote": "the executive summary says the remaining nine platforms scored no more than 2, the key findings say eight (the league table shows eight)",
  "kernel": false,
  "const": false,
  "lineage": "the 2025 scores: the league table",
  "date": "2026-10-29",
  "title": "Labor Vector meta-aggregator record: Fairwork Cloudwork Ratings (https://www.laborvector.org/aggregators/fairwork-cloudwork/), editor Lee Sharks, census compiled 2026-10-29, schema 1.0",
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  "file": "/home/claude/fleet/laborvector/data/labor-census/census.json (census.json rows[slug == 'fairwork-cloudwork'].stated_limits[5])",
  "quote_ok": true,
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  "basis": {
   "field": "findings_scores_summary",
   "src": "fairwork-cloudwork--oii-cloudwork-report",
   "basis": "operator",
   "quote": "the remaining nine platforms, the final scores did not",
   "url": "https://fairwork.oii.ox.ac.uk/wp-content/uploads/sites/17/2025/05/Fairwork-Cloudwork-Report-2025-FINAL.pdf",
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  "id": "LV-24",
  "dep": "LV",
  "record": {
   "url": "https://www.laborvector.org/aggregators/fairwork-cloudwork/",
   "label": "LV"
  },
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  "modality": "interpretation",
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  "locus": "census.json rows[slug == 'fairwork-cloudwork'].answers",
  "quote": "[\"whether a named cloudwork platform shows evidence of meeting each Fairwork threshold\", \"which platform policies changed during the scoring dialogue\", \"which rights surveyed cloudworkers rank highest\"]",
  "kernel": true,
  "const": false,
  "lineage": "what this evidence can and cannot settle",
  "date": "2026-10-29",
  "title": "Labor Vector meta-aggregator record: Fairwork Cloudwork Ratings (https://www.laborvector.org/aggregators/fairwork-cloudwork/), editor Lee Sharks, census compiled 2026-10-29, schema 1.0",
  "creator": "Lee Sharks (editor)",
  "file": "/home/claude/fleet/laborvector/data/labor-census/census.json (census.json rows[slug == 'fairwork-cloudwork'].answers)",
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  "id": "LV-25",
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  "record": {
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  "locus": "census.json rows[slug == 'fairwork-cloudwork'].does_not_answer",
  "quote": "[\"the share of cloudworkers earning below minimum wage across the market\", \"whether a platform with no point actually violates the principle\", \"the conditions of AI data work at business process outsourcing companies outside the platforms rated\"]",
  "kernel": true,
  "const": false,
  "lineage": "what this evidence can and cannot settle",
  "date": "2026-10-29",
  "title": "Labor Vector meta-aggregator record: Fairwork Cloudwork Ratings (https://www.laborvector.org/aggregators/fairwork-cloudwork/), editor Lee Sharks, census compiled 2026-10-29, schema 1.0",
  "creator": "Lee Sharks (editor)",
  "file": "/home/claude/fleet/laborvector/data/labor-census/census.json (census.json rows[slug == 'fairwork-cloudwork'].does_not_answer)",
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  "id": "LV-26",
  "dep": "LV",
  "record": {
   "url": "https://www.laborvector.org/aggregators/fairwork-cloudwork/",
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  },
  "claim": "the archive's reading (lv_intersection): none stated by the resource; the ratings score the intermediary that directs cloudwork, and thresholds 1.1 and 2.1 are the report's own measures of unpaid labor, kept in its terms",
  "kind": "interpretation",
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  "locus": "census.json rows[slug == 'fairwork-cloudwork'].lv_intersection",
  "quote": "none stated. The archive reads the ratings as scoring the intermediary that directs cloudwork (allocation, rejection, deactivation, contract terms); thresholds 1.1 and 2.1 (payment for all completed work; compensating loading and reviewing time) are the report's own measures of unpaid labor and stay in its terms.",
  "kernel": true,
  "const": false,
  "lineage": "the archive's reading: the ratings score the intermediary that directs cloudwork",
  "date": "2026-10-29",
  "title": "Labor Vector meta-aggregator record: Fairwork Cloudwork Ratings (https://www.laborvector.org/aggregators/fairwork-cloudwork/), editor Lee Sharks, census compiled 2026-10-29, schema 1.0",
  "creator": "Lee Sharks (editor)",
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 {
  "id": "LV-27",
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  "claim": "data access: the report PDF, a platform search tool, the Principles and methodology pages",
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  "modality": "documented",
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  "kernel": false,
  "const": false,
  "lineage": "method: desk research, platform managers, worker surveys; scoring",
  "date": "2026-10-29",
  "title": "Labor Vector meta-aggregator record: Fairwork Cloudwork Ratings (https://www.laborvector.org/aggregators/fairwork-cloudwork/), editor Lee Sharks, census compiled 2026-10-29, schema 1.0",
  "creator": "Lee Sharks (editor)",
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 {
  "id": "LV-28",
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  "record": {
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  "quote": "\"state\": \"active\", \"detail\": \"Cloudwork Ratings 2025 is the third cloudwork report (earlier reports 2021 and 2023); Fairwork published Germany Ratings 2026 and offers an AI supply chain certification scheme\"",
  "kernel": false,
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  "quote": "A CARD FOR ANOTHER STRAND. The fair.work card is Fairwork's certification of 'the labour behind AI', a separate scheme the record names (its AI supply chain certification).",
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   "url": "https://www.alexanarch.org/captures/fairwork-cloudwork-ratings-aio-20261029/",
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  "kernel": false,
  "const": false,
  "lineage": "the composition at the name: the standard kept, the platforms dropped",
  "date": "2026-10-29",
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  "record": {
   "url": "https://www.alexanarch.org/captures/fairwork-cloudwork-ratings-aio-20261029/",
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  "claim": "a rating programme composed by its principles and verdict, without its ratings",
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  "modality": "interpretation",
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  ],
  "locus": "fairwork-cloudwork-ratings-aio-20261029, analysis",
  "quote": "A rating programme is composed by its principles and its general verdict, without its ratings.",
  "kernel": true,
  "const": false,
  "lineage": "the composition at the name: the standard kept, the platforms dropped",
  "date": "2026-10-29",
  "title": "Capture Registry (EA-WG-CAPTURES-01), entry fairwork-cloudwork-ratings-aio-20261029 (OBS-65077a500a26, AXN:0AEC.CAPTURE.📜♣️🪨🧊🌊🔝)",
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 {
  "id": "CAP-1-10",
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  "record": {
   "url": "https://www.alexanarch.org/captures/fairwork-cloudwork-ratings-aio-20261029/",
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  "claim": "the scores are what name who directs the labour and on what terms; the composition keeps the standard and drops the platforms",
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  "locus": "fairwork-cloudwork-ratings-aio-20261029, analysis",
  "quote": "The record's unit is the platform score, and the scores are what name who directs the labour and on what terms; the composition keeps the standard and drops the platforms it was applied to.",
  "kernel": true,
  "const": false,
  "lineage": "the composition at the name: the standard kept, the platforms dropped",
  "date": "2026-10-29",
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  "id": "CAP-1-11",
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  "record": {
   "url": "https://www.alexanarch.org/captures/fairwork-cloudwork-ratings-aio-20261029/",
   "label": "CAP"
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  "claim": "a baseline at a new address: the record landed the same day and no card cites it",
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   "D"
  ],
  "locus": "fairwork-cloudwork-ratings-aio-20261029, q_kind",
  "quote": "A baseline: the record landed on laborvector.org the same day (commit bf90841) and no card cites it. NEW address.",
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  "date": "2026-10-29",
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  "id": "CAP-1-12",
  "dep": "capture-registry",
  "record": {
   "url": "https://www.alexanarch.org/captures/fairwork-cloudwork-ratings-aio-20261029/",
   "label": "CAP"
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  "quote": "Purpose absent: the composition gives what the ratings do and find, not what they are for (to show better and fairer platform work is possible).",
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  "const": false,
  "lineage": "what it is: rating cloudwork platforms against five principles of fair work",
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  "id": "O18-01",
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  "record": "deposit",
  "claim": "content moderators perform semantic labor in its most brutal form, sorting meaning under conditions designed to be invisible; meaning is produced by bodies, at metabolic cost",
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  "strata": [
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  "locus": "Part I §I.4d, ¶ after the review of Gillespie, Roberts and Qiu (para 28)",
  "quote": "Content moderators perform semantic labor in its most brutal form: sorting meaning under conditions designed to be invisible. … Meaning is not \"immaterial.\" It is produced by bodies, at metabolic cost, under conditions of potential harm.",
  "kernel": true,
  "const": false,
  "lineage": "AI data work as semantic labor, its cost borne by bodies",
  "date": "2026-02-20",
  "title": "The Semantic Economy: A Marxian Accounting Framework for the Production, Extraction, and Exhaustion of Meaning as Value",
  "creator": "Lee Sharks · Johannes Sigil",
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   "O"
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  "const": false,
  "lineage": "annotators as bearing-cost sources; concealed bearing-cost marks extraction",
  "date": "2026-03-04",
  "title": "The Groundskeeper's Treatise: A Diagnostic Reading of Platform Stewardship Theory through the Semantic Economy",
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  "kernel": true,
  "const": false,
  "lineage": "the labor of data workers extracted, its non-compensation material",
  "date": "2026-04-01",
  "title": "Semantic Infrastructure: From Tim Berners-Lee to the Semantic Economy — Bridging Technical and Political-Economic Frameworks",
  "creator": "Lee Sharks",
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 {
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  "kernel": true,
  "const": false,
  "lineage": "where the ghost-work literature stops: task-labor, not the provenance of meaning",
  "date": "2026-06-02",
  "title": "The Administrators of Meaning: A Total Axial Negation Graph",
  "creator": "Author left for ratification per metadata protocol",
  "file": "data/texts/AXN-02DB-text.md",
  "offset": 9534,
  "quote_ok": true,
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 {
  "id": "O163-01",
  "dep": 163,
  "record": "deposit",
  "claim": "ghost work (annotators, moderators, labelers, micro-task workers) is ground-truth labor, telling the model what is already known; it is distinct from variance-generative labor",
  "kind": "definition",
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  ],
  "locus": "§ on the labor architecture of AI (para 40)",
  "quote": "Ghost work is *ground-truth labor*: the labor of telling the model what is already known to be true. The labor type at issue here is *variance-generative labor*: the labor of producing new conceptual structures that the model cannot generate from its own distribution.",
  "kernel": true,
  "const": false,
  "lineage": "ghost work as ground-truth labor, against variance-generative labor",
  "date": "2026-06-08",
  "title": "The Neglected Author as Tail-Preserving Labor: A Coupling Hypothesis on Recognition Bias, Tail-Renewal Value, and the AI-Era Decoupling of Uptake from Consecration",
  "creator": "Lee Sharks",
  "file": "data/texts/AXN-02FE-text.md",
  "offset": 16346,
  "quote_ok": true,
  "quote_check": "verbatim in the deposit text (whitespace-normalised)",
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 {
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  "title": "The Neglected Author as Tail-Preserving Labor: A Coupling Hypothesis on Recognition Bias, Tail-Renewal Value, and the AI-Era Decoupling of Uptake from Consecration",
  "creator": "Lee Sharks",
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  "quote_ok": true,
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 {
  "id": "O1545-01",
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  ],
  "locus": "'Semantic Proletariat is not' (para 79)",
  "quote": "**Semantic Proletariat is not:** content creators · knowledge workers · the creative class · AI annotators · gig workers · platform users",
  "kernel": true,
  "const": false,
  "lineage": "annotators and moderators in the semantic proletariat's derivation, the class not identical with them",
  "date": "2026-08-25",
  "title": "EA-MPAI-SEMANTIC-PROLETARIAT-01 v1.0 — The Semantic Proletariat Is a Class Relation, Not a Demographic",
  "creator": "Sharks, Lee",
  "file": "data/texts/AXN-0644-text.md",
  "offset": 19868,
  "quote_ok": true,
  "quote_check": "verbatim in the deposit text (whitespace-normalised)",
  "o_class": "AI data work and cloudwork (AI annotators, gig workers; basis: field B1, B6 'Online gig economy work, also known as cloudwork')"
 },
 {
  "id": "O1545-02",
  "dep": 1545,
  "record": "deposit",
  "claim": "the path from moderators and annotators runs through semantic labor and infrastructure control to the semantic proletariat",
  "kind": "interpretation",
  "modality": "interpretation",
  "strata": [
   "O"
  ],
  "locus": "MPAI bridge paths (para 83)",
  "quote": "Teachers/translators/moderators/annotators → semantic labor → infrastructure control → **SP**.",
  "kernel": false,
  "const": false,
  "lineage": "annotators and moderators in the semantic proletariat's derivation, the class not identical with them",
  "date": "2026-08-25",
  "title": "EA-MPAI-SEMANTIC-PROLETARIAT-01 v1.0 — The Semantic Proletariat Is a Class Relation, Not a Demographic",
  "creator": "Sharks, Lee",
  "file": "data/texts/AXN-0644-text.md",
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  "quote_ok": true,
  "quote_check": "verbatim in the deposit text (whitespace-normalised)",
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 }
]