Pith Number

pith:RL7XM6FM

pith:2023:RL7XM6FM6AGYECQPMBUGFLXES6

not attested not anchored not stored refs pending

GPT4 is Slightly Helpful for Peer-Review Assistance: A Pilot Study

Zachary Robertson

arxiv:2307.05492 v1 · 2023-06-16 · cs.HC · cs.AI · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RL7XM6FM6AGYECQPMBUGFLXES6}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

5 papers in Pith

LLM-Based Scientific Peer Review: Methods, Benchmarks, and Reliability Challenges

Can AI Review Improve Paper Drafting? An Empirical Study on 20 Computer Architecture Submissions

From Passive Generation to Investigation: A Proactive Scientific Peer Review Agent

Impact of large language models on peer review opinions from a fine-grained perspective: Evidence from top conference proceedings in AI

When AI reviews science: Can we trust the referee?

Receipt and verification

First computed	2026-07-05T06:30:08.662256Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8aff7678acf00d820a0f606862aee497ac71d4555a66b17934e11f574c57ba21

Aliases

arxiv: 2307.05492 · arxiv_version: 2307.05492v1 · doi: 10.48550/arxiv.2307.05492 · pith_short_12: RL7XM6FM6AGY · pith_short_16: RL7XM6FM6AGYECQP · pith_short_8: RL7XM6FM

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/RL7XM6FM6AGYECQPMBUGFLXES6 \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 8aff7678acf00d820a0f606862aee497ac71d4555a66b17934e11f574c57ba21

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "83958819c8a24418c11ec89a6e44164374b10d818204dee9792cb02308bc1f8f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2023-06-16T23:11:06Z",
    "title_canon_sha256": "d01f920a9d9847970019779f123f8ed95cd466371968bc7ce7f3a45390242d82"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.05492",
    "kind": "arxiv",
    "version": 1
  }
}