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
4Unique collaborators
2/2Semantic Scholar citation coverage
Publication span: 2026. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Semantic Scholar:
2431422438
ORCID evidence
No valid ORCID is stored.
Observed aliases (1)
- S. Aniwa (semantic scholar, provider refresh)
Topics and outcomes in this view
Assessment themes
- Org Design: 2 papers
- Adoption: 1 paper
- Human Ai Collab: 1 paper
Claim outcomes
- Organizational Efficiency: 2 papers
- Other: 1 paper
- Governance And Regulation: 1 paper
- Adoption Rate: 1 paper
- Firm Productivity: 1 paper
- Task Allocation: 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 |
|---|---|---|---|
| Post-pandemic supply chains can become adaptive and even 'antifragile' if firms stitch together IoT, blockchain, AI and digital twins under sustainability principles, but current empirical support is patchy and largely limited to individual technologies rather than integrated, field-validated systems.openalex | S. Aniwa provider id |
2026-07-28 | 0 |
| Digital tools — from IoT to AI — materially strengthen supply-chain resilience by improving visibility, which accounts for roughly two-thirds of the resilience gains; the benefits are largest in complex, technology-intensive industries.openalex | S. Aniwa provider id |
2026-04-23 | 1 |
Citation observation summary
Semantic Scholar supplied counts for 2 of 2 papers in this view; 0 are missing. The observed paper counts sum to 1 cumulative citations. This is a coverage summary, not an author score or h-index.