Direction, evidence grade, and study type are AI-generated labels (gpt-5-mini), not human-verified. Syntheses are LLM-written. "Tensions" are machine-detected candidates, not confirmed contradictions. A research-acceleration tool, not peer review.
How this is built →
2Distinct papers
0Unique collaborators
2/2Semantic Scholar citation coverage
Publication span: 2026. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Semantic Scholar:
2322448027
ORCID evidence
No valid ORCID is stored.
Observed aliases (1)
- C. E. Maya (semantic scholar, provider refresh)
Topics and outcomes in this view
Assessment themes
- Adoption: 2 papers
- Human Ai Collab: 2 papers
- Labor Markets: 1 paper
- Org Design: 1 paper
- Productivity: 1 paper
- Skills Training: 1 paper
Claim outcomes
- Governance And Regulation: 2 papers
- Wages: 1 paper
- Firm Productivity: 1 paper
- Other: 1 paper
- Research Productivity: 1 paper
- Task Allocation: 1 paper
- Automation Exposure: 1 paper
- Organizational Efficiency: 1 paper
- Skill Acquisition: 1 paper
Papers in the Semantic Scholar view
Latest stored Semantic Scholar author observations only. Citation counts below are from the same provider and are not combined with other services.
Scroll the table horizontally to see every column.
| Paper | Author evidence | Date | Provider citations |
|---|---|---|---|
| AI raises wages for workers whose tasks are augmentable — but only in the formal sector; informal workers do not capture augmentation rents, implying labor market institutions, not technology access, are the binding constraint in the Global South.arxiv | C. E. Maya provider id |
2026-04-01 | 1 |
| Organizing work around people — not just buying technology — unlocks value from automation: the authors show theoretically and document in Colombian firms that better workplace design amplifies returns to technology (management quality raises the marginal return by about 30%), and they introduce a 36‑item index to diagnose firms' human-centric readiness.arxiv | C. E. Maya provider id |
2026-04-01 | 0 |
Citation observation summary
Semantic Scholar supplied counts for 2 of 2 papers in this view; 0 are missing. The observed paper counts sum to 1 cumulative citations. This is a coverage summary, not an author score or h-index.