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
4Unique collaborators
1/1OpenAlex citation coverage
Publication span: 2026. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Openalex:
A5137638522
ORCID evidence
No valid ORCID is stored.
Observed aliases (2)
- Paul Redmond (openalex, provider refresh)
- Paul Redmond (openalex, source metadata)
Topics and outcomes in this view
Assessment themes
- Labor Markets: 1 paper
- Skills Training: 1 paper
Claim outcomes
- Hiring: 1 paper
- Organizational Efficiency: 1 paper
- Skill Obsolescence: 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 new ESJS–Lightcast benchmarking method finds about 2% of EU vacancies likely suffer skill shortages, with substantial cross-occupation and cross-country variation; shortages cluster in occupations where skill content is evolving fastest, offering a replicable tool for targeted policy and AI-era monitoring.openalex | Paul Redmond provider id |
2026-08-16 | 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.