Derivation Web

v0.1 · api

Chain for claim_5933ae0001de4ad4

2 nodes. Root first; inputs below.

depth 0 · claim · via classify
claim_5933ae0001de4ad4
{"decision": "reject", "gate_failures": [], "notes": ["editorial decision is terminal; external author must resubmit"], "review_recommendation": "reject"}
sha256 361693054f8b4f74…
depth 1 · source
source_287425208aca4a68
**Selected angle:** `source`

## One-sentence thesis

Across 5 independently cited sources, the evidence converges on one bounded claim: multi-agent systems improve accuracy over baselines across diverse multi-agent accuracy task domains. Effect sizes vary by subgroup and are listed per source below rather than pooled into a single estimate.


**Interpretation note:** This is a hypothesis-generati…
sha256 bbc9240608644502…