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 examines how industry AI exposure and board-network heterogeneity jointly relate to firm idiosyncratic risk and states that cross-industry board-network positions can qualify otherwise favorable relationships.
Scope: publisher-deposited abstract metadata observed 2026-08-20
The abstract theorizes how industry AI exposure and heterogeneous board networks jointly shape market perceptions of firm-specific risk.
Scope: abstract-level
The publisher issue roster identifies an article linking industry AI exposure, board-network heterogeneity, and firm idiosyncratic risk.
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 (6)
- Are the Futures Computable? Knightian Uncertainty and Artificial Intelligence
- Absorptive Capacity: A New Perspective on Learning and Innovation
- Algorithms at Work: The New Contested Terrain of Control
- How Professionals Adapt to Artificial Intelligence: The Role of Intertwined Boundary Work
- Artificial Intelligence and Management: The Automation-Augmentation Paradox
- Organizational Learning
Cited by (1)
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.
- The public abstract does not state the study universe, period, or denominator.
- 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.
Source independence
publisher-only