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
1/1OpenAlex citation coverage
Publication span: 2026. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Openalex:
A5147971490
ORCID evidence
No valid ORCID is stored.
Observed aliases (4)
- Gao, S. (openalex, provider refresh)
- Gao, S. (openalex, source metadata)
- S. Gao (openalex, provider refresh)
- S. Gao (openalex, source metadata)
Topics and outcomes in this view
Assessment themes
- Adoption: 1 paper
- Productivity: 1 paper
Claim outcomes
- Organizational Efficiency: 1 paper
- Adoption Rate: 1 paper
- Decision Quality: 1 paper
- Governance And Regulation: 1 paper
- Task Allocation: 1 paper
- Turnover: 1 paper
Papers in the OpenAlex view
Latest stored OpenAlex 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-driven marketing portraits coincide with noticeably better conversion: across 50 Chinese cross-border merchants average ad click-through rose from 1.21% to 2.07% and 90‑day repurchase from 6.23% to 11.46% after deployment. The reported gains are promising for practitioners but are based on descriptive pre/post comparisons and may reflect concurrent investments and selection effects rather than a clean causal impact.openalex | Gao, S. provider id |
2026-08-21 | 0 |
Citation observation summary
OpenAlex supplied counts for 1 of 1 papers in this view; 0 are missing. The observed paper counts sum to 0 cumulative citations. This is a coverage summary, not an author score or h-index.