Pith Number

pith:GEHQ4RLQ

pith:2024:GEHQ4RLQP72IZDH6COXT7AN6QA

not attested not anchored not stored refs pending

AI-Driven Review Systems: Evaluating LLMs in Scalable and Bias-Aware Academic Reviews

Avi Shporer, Ben Segev, Dov Te'eni, Gaston Longhitano, Iddo Drori, Jason Lee, Keith Tyser, Madeleine Udell, Nicholas Belsten, Uday Garg, Xin-Yu Zhang, Zachary Meeks

arxiv:2408.10365 v1 · 2024-08-19 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GEHQ4RLQP72IZDH6COXT7AN6QA}

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

4 papers in Pith

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

ARA: Agentic Reproducibility Assessment For Scalable Support Of Scientific Peer-Review

Evolving Roles of LLMs in Scientific Innovation: Assistant, Collaborator, Scientist, and Evaluator

ARA: Agentic Reproducibility Assessment For Scalable Support Of Scientific Peer-Review

Receipt and verification

First computed	2026-07-05T08:57:10.850267Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

310f0e45707ff48c8cfe13af3f81be80011ccae924017114f94eb723a7617fd2

Aliases

arxiv: 2408.10365 · arxiv_version: 2408.10365v1 · doi: 10.48550/arxiv.2408.10365 · pith_short_12: GEHQ4RLQP72I · pith_short_16: GEHQ4RLQP72IZDH6 · pith_short_8: GEHQ4RLQ

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/GEHQ4RLQP72IZDH6COXT7AN6QA \
  | 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: 310f0e45707ff48c8cfe13af3f81be80011ccae924017114f94eb723a7617fd2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "07980487c8910c01b1f2e90e24e6938d12a350c554c8b8c3b7a308ba22cb5b4d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-08-19T19:10:38Z",
    "title_canon_sha256": "1fa33e6636a908cfd42a27a1e36460c2baadc1a6886e9f269e9ab9f7a3fe0923"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.10365",
    "kind": "arxiv",
    "version": 1
  }
}