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
1Unique collaborators
2/2Semantic Scholar citation coverage
Publication span: 2026. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Semantic Scholar:
101616773
ORCID evidence
No valid ORCID is stored.
Observed aliases (1)
- C. Bocean (semantic scholar, provider refresh)
Topics and outcomes in this view
Assessment themes
- Adoption: 2 papers
- Productivity: 2 papers
- Governance: 1 paper
- Innovation: 1 paper
- Labor Markets: 1 paper
Claim outcomes
- Adoption Rate: 2 papers
- Firm Revenue: 1 paper
- Employment: 1 paper
- Firm Productivity: 1 paper
- Governance And Regulation: 1 paper
- Market Structure: 1 paper
- Skill Acquisition: 1 paper
- Social Protection: 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 |
|---|---|---|---|
| EU countries that adopt AI more intensively tend to be richer and employ proportionally more science and technology professionals; however, overall employment and sustainability gains are modest and less clear-cut.semantic_scholar | C. Bocean provider id |
2026-06-19 | 0 |
| Countries that report greater use of AI in marketing also record stronger e-commerce sales, largely because digitally engaged consumers amplify AI-driven marketing. Northern and Western European states lead in adoption and digital readiness, while Southern and Eastern members lag but show scope for rapid growth.openalex | C. Bocean provider id |
2026-01-19 | 3 |
Citation observation summary
Semantic Scholar supplied counts for 2 of 2 papers in this view; 0 are missing. The observed paper counts sum to 3 cumulative citations. This is a coverage summary, not an author score or h-index.