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 →
1Distinct papers
1Unique collaborators
1/1Semantic Scholar citation coverage
Publication span: 2025. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Semantic Scholar:
2337609568
ORCID evidence
No valid ORCID is stored.
Observed aliases (1)
- Phaktada Choowan (semantic scholar, provider refresh)
Topics and outcomes in this view
Assessment themes
- Governance: 1 paper
- Productivity: 1 paper
Claim outcomes
- Other: 1 paper
- Decision Quality: 1 paper
- Firm Revenue: 1 paper
- Governance And Regulation: 1 paper
- Innovation Output: 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 |
|---|---|---|---|
| Strong data governance, not just smarter algorithms, determines whether AI improves financial decisions; a systematic review of 1,155 studies finds governance maturity mediates the link between AI integration and better financial outcomes, with large estimated effects but based on aggregated observational evidence.openalex | Phaktada Choowan provider id |
2025-12-25 | 5 |
Citation observation summary
Semantic Scholar supplied counts for 1 of 1 papers in this view; 0 are missing. The observed paper counts sum to 5 cumulative citations. This is a coverage summary, not an author score or h-index.