W4414664064 Peer-reviewed research AI × management and organizations

Artificial Intelligence as an Organizing Capability Arising from Human‐Algorithm Relations

Marta Stelmaszak · Mayur Joshi · Ioanna Constantiou

Also recorded as: doi:10.1111/joms.70003

Journal of Management Studies · 2025-09-30

Recorded claims
3
coded from the inspected source
Evidence classes
2
crossref-api-metadata, publisher-search-result
Recorded limitations
7
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 abstract theorizes AI as an organizing capability emerging from relations between human and algorithmic actors, characterized by connectivity, codependence, and emergence and contributing to organizational analysis, learning, and action.

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

Scope: publisher-deposited abstract metadata observed 2026-08-20

The article theorizes AI as an organizing capability emerging from human–algorithm relations and contributing to organizational analysis, learning, and action.

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

Scope: abstract-level

The publisher issue roster identifies an original article whose title frames AI as an organizing capability emerging from human-algorithm relations.

confidence: moderate publisher-search-result apw-c1-obot-journals

Scope: publisher issue-roster title and article-type metadata

Structured relationships

In-corpus citations

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

Cites (21)

Cited by (2)

Boundaries

Limitations & independence

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

Recorded limitations

  • Crossref public API abstract-level evidence only; full text was not inspected.
  • Publisher HTML was not inspected after a representative Wiley DOI page returned HTTP 403.
  • 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.
  • The direct Wiley TOC returned HTTP 403; the retained public-search rendering supplied title, authors, date, pages, and article type.
  • No abstract or full text was inspected, so the claim is limited to title-level metadata.
  • Crossref DOI corroboration is retained in crossref_jms_ai_issue_bibliographic.json (SHA256 09f2707e67de2b15634dbce1ffaf62481bbe901ddaf6efdc4981f1abf86ba8c7).

Source independence

corroborated:crossref-api-metadata