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
3Unique collaborators
1/1OpenAlex citation coverage
Publication span: 2026. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Openalex:
A5105369648
ORCID evidence
Observed aliases (2)
- Ludwig Christian Schaupp (openalex, provider refresh)
- Ludwig Christian Schaupp (openalex, source metadata)
Topics and outcomes in this view
Assessment themes
- Human Ai Collab: 1 paper
- Labor Markets: 1 paper
- Skills Training: 1 paper
Claim outcomes
- Hiring: 1 paper
- Employment: 1 paper
- Other: 1 paper
- Task Allocation: 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 |
|---|---|---|---|
| Remote sensing employers are hunting for highly skilled, AI-capable specialists: 250 job ads across 33 countries show most roles demand advanced degrees, five-plus years' experience, Python, geospatial software and AI/ML expertise. Few true entry-level positions were advertised, suggesting bottlenecks for new entrants and upward pressure on wages for qualified talent.openalex | Ludwig Christian Schaupp provider id |
2026-09-17 | 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.