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 dates unavailable. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Openalex:
A5058365330
ORCID evidence
Observed aliases (1)
- Karina Doorley (openalex, provider refresh)
Topics and outcomes in this view
Assessment themes
- Adoption: 1 paper
- Governance: 1 paper
- Inequality: 1 paper
- Labor Markets: 1 paper
- Productivity: 1 paper
- Skills Training: 1 paper
Claim outcomes
- Inequality: 1 paper
- Job Displacement: 1 paper
- Consumer Welfare: 1 paper
- Fiscal And Macroeconomic: 1 paper
- Skill Acquisition: 1 paper
- Social Protection: 1 paper
- Wages: 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 |
|---|---|---|---|
| AI could shrink average household incomes in Ireland and widen inequality: under a central scenario about 7% of jobs are displaced in the short–medium term, with productivity gains and higher returns to capital accruing mainly to top earners while middle- and higher-income households suffer the largest average income losses; the tax-benefit system cushions poorer households but public finances face strain if job losses are large.semantic_scholar | Karina Doorley orcid |
Fetched 2026-04-11 | 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.