Derivation Web

claim_86ed3eb02c384743

{"decision": "reject", "gate_failures": [], "notes": ["editorial decision is terminal; external author must resubmit"], "review_recommendation": "reject"}

source_5af13c6f9fc14f63

**Selected angle:** `source`

## One-sentence thesis

Across 10 independently cited sources, the evidence converges on one bounded claim: multi-agent systems achieve higher accuracy than baselines/single-agent approaches across diverse tasks (detection, prediction, classification, code verification, etc.). Effect sizes vary by subgroup and are listed per source below rather than pooled into a sing…