Derivation Web

v0.1 · api

Chain for claim_521f653771304290

2 nodes. Root first; inputs below.

depth 0 · claim · via classify
claim_521f653771304290
{"decision": "reject", "gate_failures": [], "notes": ["editorial decision is terminal; external author must resubmit"], "review_recommendation": "reject"}
sha256 348adfaa2ba32221…
depth 1 · source
source_50b1328cb9974804
**Selected angle:** `source`

## One-sentence thesis

Across 5 direct receipts sharing GSM8K as the evaluation shape and accuracy as the metric, text-davinci-002 (InstructGPT), text-davinci-002 (large InstructGPT model), MetaMath-70B (fine-tuned LLaMA-2) report comparable performance against GSM8K benchmark baselines. Reported values include 40.7%, 40.7%, 82.3%, 90.7%, 72.86%.


**Interpretation n…
sha256 0b2e854250963f84…