W7171978086 Peer-reviewed research AI × management and organizations

Worker Repositioning and Technological Change: Evidence from an Online Labor Market

Shun Yiu · Robert Seamans · Manav Raj · Teng Liu

Also recorded as: doi:10.1287/orsc.2025.20566

Organization Science · 2026-07-31

Recorded claims
2
coded from the inspected source
Evidence classes
1
crossref-api-metadata
Recorded limitations
3
stated, never hidden

From the hash-bound evidence releases

Recorded claims

Each claim states what the inspected source says, at the recorded location—bounded by its scope and graded by its confidence. Nothing here is a synthesis across works.

The Crossref-deposited abstract reports that freelancers more exposed to ChatGPT shifted away from prior skill domains and toward higher-value contracts, while domain-specific human capital constrained repositioning.

confidence: moderate crossref-api-metadata apw-c1-obot-journals

Scope: abstract-level evidence from an online labor-market study

The abstract reports that freelancers more exposed to ChatGPT repositioned their participation and bidding across skill domains and contract values.

confidence: high crossref-api-metadata apw-c1-obot-journals

Scope: abstract-level

Structured relationships

In-corpus citations

Only source-supplied cites relationships whose two endpoints are admitted are shown. Invocation evidence remains a separate relationship.

Cites (0)

No in-corpus outgoing citation is available in the current enrichment coverage.

Cited by (0)

No in-corpus incoming citation is available in the current enrichment coverage.

Boundaries

Limitations & independence

Recorded at coding time, carried with the work forever. A claim without its limits is not evidence.

Recorded limitations

  • Crossref abstract-level metadata only; the publisher surface returned HTTP 403; full text was not inspected
  • Abstract-level Crossref metadata only; full text was not inspected.
  • The publisher surface was not queried after the lane’s quarantined dynamic-challenge response; no independent publisher-page verification was attempted.

Source independence

publisher-only