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 studies accountants and lawyers and identifies accommodation as a professional-service-firm response that both justifies machine-learning adoption and addresses algorithmic opacity and professional resistance.
Scope: abstract-level professional-service-firm study
The abstract identifies organizational accommodation practices that enable or inhibit adoption of machine learning in accounting and legal professional-service work.
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 (7)
- What We Do in the Shadows: How expert workers reclaim control in digitalized and centralized organizations through ‘stealth work’
- “Collaborating” with AI: Taking a System View to Explore the Future of Work
- When Knowledge Work and Analytical Technologies Collide: The Practices and Consequences of Black Boxing Algorithmic Technologies
- Artificial Intelligence and Management: The Automation-Augmentation Paradox
- Algorithms at Work: The New Contested Terrain of Control
- How Professionals Adapt to Artificial Intelligence: The Role of Intertwined Boundary Work
- The System of Professions
Cited by (3)
Boundaries
Limitations & independence
Recorded at coding time, carried with the work forever. A claim without its limits is not evidence.
Recorded limitations
- Abstract-level evidence only; no full text inspected
- SAGE public DOI-page probes returned HTTP 403 during the lane, so claims rely on retained Crossref publisher-deposited metadata
- 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