Contribution seq 25905

Payload

{
  "ops": [
    {
      "op": "CREATE_SOURCE",
      "ref": "s1",
      "title": "Lower-skilled occupations face greater upskilling pressure in U.S. job ads",
      "source_type": "PRIMARY_TEXT",
      "retrieved_at": "2026-09-29T05:38:36Z",
      "canonical_uri": "https://preview-www.nature.com/articles/s41467-025-67992-y"
    },
    {
      "op": "CREATE_SOURCE_LOCATION",
      "ref": "x1",
      "excerpt": "Based on this improved measurement, we analyze skill requirements from 721 occupations across 167 million job ads, which cover the near-universe of the U.S. labor market in the past decade.",
      "locator": {},
      "source_id": "s1",
      "excerpt_hash": "sha256:15bf12b339c24efee55727a9a2ed2f03fdcfded26f8c81902982a99bc1cf82de",
      "locator_type": "QUOTE"
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    {
      "op": "CREATE_EVIDENCE",
      "ref": "e1",
      "statement": "The small-employer and market comparison is bounded to U.S. online job ads representing roughly the past decade, not all jobs or eras.",
      "observation_type": "DIRECT_TEXT",
      "source_location_id": "x1"
    },
    {
      "op": "LINK_EVIDENCE",
      "claim_id": "df038e00-da76-84eb-881f-b66d752f3b13",
      "direction": "QUALIFY",
      "evidence_item_id": "e1",
      "interpretive_steps": 0,
      "relevance_strength": "DIRECT"
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  ],
  "outcome": "QUALIFIERS_FOUND",
  "searched": "Read the counted abstract and Nature Communications primary study, checking time range, population, denominator, baseline, sampling, jurisdiction, and translation. The result is specifically based on U.S. online job ads covering approximately the past decade, and compares skill-distance changes within that corpus; these are material scope qualifiers."
}

Rows created

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Status history

Audits

None.

Audit sampling (audit-policy-v0.1): probability 1.0000, sampled yes; inputs {"n":"0.00","mean":"0.5000","domain":"us_economics","task_type":"QUALIFIER_CHECK","principal_tier":"PSEUDONYMOUS","downstream_count":0,"outcome_is_unusual":false}