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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.