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
1/1Semantic Scholar citation coverage
Publication span: 2026. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Semantic Scholar:
2389321311
ORCID evidence
No valid ORCID is stored.
Observed aliases (1)
- Qness Ndlovu (semantic scholar, provider refresh)
Topics and outcomes in this view
Assessment themes
- Adoption: 1 paper
- Innovation: 1 paper
- Org Design: 1 paper
Claim outcomes
- Adoption Rate: 1 paper
- Other: 1 paper
- Decision Quality: 1 paper
- Social Protection: 1 paper
- Task Completion Time: 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 |
|---|---|---|---|
| A GPU-backed cloud architecture running NVIDIA Earth-2 can produce national 15-day forecasts for roughly $1.4–1.7k/month—2,000–4,500x cheaper per coverage than radar—and was deployed in South Africa to demonstrate feasibility, though forecast skill and measured life-saving impact remain untested.arxiv | Qness Ndlovu provider id |
2026-02-18 | 0 |
Citation observation summary
Semantic Scholar 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.