Pith Number

pith:3PHVMBWD

pith:2024:3PHVMBWDTTJNDVLSJDK54W5YKJ

not attested not anchored not stored refs pending

Are We There Yet? Revealing the Risks of Utilizing Large Language Models in Scholarly Peer Review

Jiaao Chen, Jing Shao, Jingyi Chai, Rui Ye, Siheng Chen, Xianghe Pang, Xiaowen Dong, Zhenfei Yin, Zhen Xiang

arxiv:2412.01708 v1 · 2024-12-02 · cs.CL · cs.AI · cs.HC · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3PHVMBWDTTJNDVLSJDK54W5YKJ}

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

11 papers in Pith

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

Judgment-Grounded Expansion for Peer Review Generation

PeerCheck: Enhancing LLM-Generated Academic Reviews Towards Human-Level Quality

No Hidden Prompts Needed! You Can Game AI Peer Review with Presentation-Only Revisions

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

Receipt and verification

First computed	2026-07-05T09:43:17.766169Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dbcf5606c39cd2d1d57248d5de5bb8524255666e285ee67f16f5e3dfc4443243

Aliases

arxiv: 2412.01708 · arxiv_version: 2412.01708v1 · doi: 10.48550/arxiv.2412.01708 · pith_short_12: 3PHVMBWDTTJN · pith_short_16: 3PHVMBWDTTJNDVLS · pith_short_8: 3PHVMBWD

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/3PHVMBWDTTJNDVLSJDK54W5YKJ \
  | 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: dbcf5606c39cd2d1d57248d5de5bb8524255666e285ee67f16f5e3dfc4443243

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "93dcb48c9d250f8fc4b92095e9e4d661b872270cf310ce6a152200fb5aa97a75",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.HC",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-02T16:55:03Z",
    "title_canon_sha256": "602f88780055beb48cabaad134f7ddb0afd79e8348f11fccc1432984f32fc699"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.01708",
    "kind": "arxiv",
    "version": 1
  }
}