R0021/2026-03-25/Q007 — Self-Audit¶
ROBIS 4-Domain Audit¶
Domain 1: Eligibility Criteria¶
Rating: Low risk
Domain 2: Search Comprehensiveness¶
Rating: Some concerns - Broad field covered at high level; individual paper analysis not performed
Domain 3: Evaluation Consistency¶
Rating: Low risk
Domain 4: Synthesis Fairness¶
Rating: Low risk
Overall Assessment¶
Overall risk of bias: Low risk
Researcher Bias Check¶
- Confirmation bias: Researcher benefits from showing XAI is a serious field. The scale of research (2,425 papers) is independently verifiable.