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 reduced employment and earnings for freelancers in occupations highly exposed to generative AI and finds no protective moderation from stronger prior performance.
Scope: abstract-level evidence from a large online labor market
The abstract reports adverse short-term employment and earnings effects for freelancers in occupations highly exposed to generative AI on an online platform.
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)
- Algorithms at Work: The New Contested Terrain of Control
- Automation, Research Technology, and Researchers’ Trajectories: Evidence from Computer Science and Electrical Engineering
- Algorithm-Augmented Work and Domain Experience: The Countervailing Forces of Ability and Aversion
- Toward a knowledge‐based theory of the firm
- Artificial Intelligence and Management: The Automation-Augmentation Paradox
- To Engage or Not to Engage with AI for Critical Judgments: How Professionals Deal with Opacity When Using AI for Medical Diagnosis
- Substituting Human Decision-Making with Machine Learning: Implications for Organizational Learning
Cited by (8)
- The Generative AI Dilemma in Knowledge-Intensive Teams
- Skill Deprioritization: Reorganizing in the Age of Generative Artificial Intelligence
- Algorithmic Recommendation Tools and Experiential Learning in Clinical Care
- The Uneven Impact of Generative Artificial Intelligence on Entrepreneurial Performance: Evidence from a Field Experiment in Kenya
- The Acceleration of Artificial Intelligence: Rethinking Organization and Work in an Era of Rapid Technological Change
- Navigating the Jagged Technological Frontier: Field Experimental Evidence of the Effects of AI on Knowledge Worker Productivity and Quality
- Does AI Cheapen Talk? Theory and Evidence from Global Entrepreneurship and Hiring
- Curse or Blessing: Investigating the Influence of Firms’ Artificial Intelligence Adoption on Employee Job Satisfaction
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