C003 — Self-Audit¶


Research	R0031 — Plural Voice Claims (Blind)
Run	2026-03-29
Claim	C003

ROBIS 4-Domain Audit¶

Domain 1: Eligibility Criteria¶

Rating: Low risk | Criterion | Assessment | |-----------|------------| | Criteria defined before searching | Yes | | Criteria stable throughout | Yes | Notes: Straightforward statistical verification.

Domain 2: Search Comprehensiveness¶

Rating: Low risk | Criterion | Assessment | |-----------|------------| | Multiple search strategies used | Yes | | All results dispositioned | Yes — 10 returned, 2 selected, 8 rejected | | Source diversity achieved | Yes — primary and multiple secondary sources | Notes: Comprehensive coverage.

Domain 3: Evaluation Consistency¶

Rating: Low risk | Criterion | Assessment | |-----------|------------| | All sources scored using same framework | Yes | | ACH matrix applied | Yes | Notes: Consistent.

Domain 4: Synthesis Fairness¶

Rating: Low risk | Criterion | Assessment | |-----------|------------| | All hypotheses given fair hearing | Yes | | Confidence calibrated to evidence | Yes | Notes: Fair treatment.

Domain 5: Source-Back Verification¶

Rating: Low risk

Source	Claim in Assessment	Source Actually Says	Match?
SRC01	57% of employees hide AI use	"over half (57%) of employees say they hide their use of AI and present AI-generated work as their own"	Yes

Discrepancies found: 0 Corrections applied: None needed Unresolved flags: None

Overall Assessment¶

Overall risk of bias: Low risk

Researcher Bias Check¶

Confirmation bias: Low risk. The 57% figure supports the article's thesis about hiding AI use, but the verification is objective.