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
8Unique collaborators
1/1OpenAlex citation coverage
Publication span: 2026. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Openalex:
A5095909419
ORCID evidence
Observed aliases (4)
- Aleksandra M. Piljak (openalex, provider refresh)
- Aleksandra M. Piljak (openalex, source metadata)
- Aleksandra Piljak (openalex, provider refresh)
- Aleksandra Piljak (openalex, source metadata)
Topics and outcomes in this view
Assessment themes
- Adoption: 1 paper
- Labor Markets: 1 paper
- Skills Training: 1 paper
Claim outcomes
- Adoption Rate: 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 |
|---|---|---|---|
| Learners embrace micro-credentials but institutions have stalled: without credit-bearing, stackable integration or formal quality assurance, employers and accreditation systems typically discount these modular credentials, limiting their observable labor‑market value.openalex | Aleksandra Piljak provider id |
2026-08-04 | 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.