W7130353381 Peer-reviewed research AI × management and organizations

Knowing Enough to Be Dangerous: The Problem of “Artificial Certainty” for Expert Authority When Using AI for Decision Making and Planning

Paul M. Leonardi · Virginia Leavell

Also recorded as: doi:10.1287/orsc.2023.18224

Organization Science

Recorded claims
2
coded from the inspected source
Evidence classes
1
crossref-api-metadata
Recorded limitations
4
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 describes how experts’ practices for presenting AI-generated representations shaped stakeholder certainty and either undermined or preserved expert authority in urban-planning organizations.

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

Scope: abstract-level evidence from a comparative organizational study

The abstract explains how AI-generated representations can create artificial certainty and alter expert authority in organizational planning.

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.

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
  • Crossref supplied only year and month for the issue publication date
  • 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