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 →
3Distinct papers
7Unique collaborators
3/3Semantic Scholar citation coverage
Publication span: 2025–2026. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Semantic Scholar:
122327684
ORCID evidence
No valid ORCID is stored.
Observed aliases (1)
- Marwan Mansour (semantic scholar, provider refresh)
Topics and outcomes in this view
Assessment themes
- Adoption: 3 papers
- Governance: 2 papers
- Innovation: 2 papers
Claim outcomes
- Other: 2 papers
- Governance And Regulation: 2 papers
- Research Productivity: 1 paper
- Innovation Output: 1 paper
- Regulatory Compliance: 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 |
|---|---|---|---|
| Firms that disclose stronger AI capability generate more eco-innovation, and the payoff is larger in digitally advanced countries; national digital ecosystems amplify firms’ ability to convert AI investments into sustainable innovation.openalex | Marwan Mansour provider id |
2026-07-28 | 0 |
| Gender-diverse boards curb corporate tax avoidance, and firms that deploy AI see a larger governance effect; AI capability amplifies the tax‑compliance role of diverse boards in developing‑country firms.openalex | Marwan Mansour provider id |
2026-04-23 | 1 |
| In emerging Asia, firms with stronger AI capabilities produce greener innovations more efficiently, but the environmental payoff is substantially larger when firms have robust ESG practices; AI alone is insufficient without governance that fosters transparency and accountability.openalex | Marwan Mansour provider id |
2025-12-31 | 24 |
Citation observation summary
Semantic Scholar supplied counts for 3 of 3 papers in this view; 0 are missing. The observed paper counts sum to 25 cumulative citations. This is a coverage summary, not an author score or h-index.