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
0Unique collaborators
0/1OpenAlex citation coverage
Publication span: 2026. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Openalex:
A5076827412
ORCID evidence
Observed aliases (1)
- Lei Qu (openalex, provider refresh)
Topics and outcomes in this view
Assessment themes
- Governance: 1 paper
- Innovation: 1 paper
Claim outcomes
- Decision Quality: 1 paper
- Firm Productivity: 1 paper
- Organizational Efficiency: 1 paper
- Task Allocation: 1 paper
- Firm Revenue: 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 |
|---|---|---|---|
| A reproducible, public-data decision toolchain can moderately predict startup viability and reconstruct investor–company event chains: deterministic pre-founding checks achieve a combined F0.5 ≈ 0.63 on held-out samples, and post-investment public records show sustained operating progress (not financing alone) aligns with better observed outcomes, though coverage gaps and retrospective labels limit causal claims.arxiv | Lei Qu orcid |
2026-09-14 | Missing, not zero |
Citation observation summary
OpenAlex supplied counts for 0 of 1 papers in this view; 1 are missing.