Pith. sign in
Pith Number

pith:GRPVI3DU

pith:2025:GRPVI3DUZ7JPEZFZFP3Q3KWWC3
not attested not anchored not stored refs pending

GEMA-Score: Granular Explainable Multi-Agent Scoring Framework for Radiology Report Evaluation

Dominic C Marshall, Guang Yang, Huichi Zhou, Jiahao Huang, Kinhei Lee, Peiyuan Jing, Weihang Deng, Yingying Fang, Zhenxuan Zhang, Zhifan Gao, Zihao Jin

arxiv:2503.05347 v2 · 2025-03-07 · cs.CL · cs.MA

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{GRPVI3DUZ7JPEZFZFP3Q3KWWC3}

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

1 paper in Pith

Receipt and verification
First computed 2026-07-05T11:48:23.457528Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

345f546c74cfd2f264b92bf70daad616e3229f475cd398449e8628889bb2fde9

Aliases

arxiv: 2503.05347 · arxiv_version: 2503.05347v2 · doi: 10.48550/arxiv.2503.05347 · pith_short_12: GRPVI3DUZ7JP · pith_short_16: GRPVI3DUZ7JPEZFZ · pith_short_8: GRPVI3DU
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/GRPVI3DUZ7JPEZFZFP3Q3KWWC3 \
  | 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: 345f546c74cfd2f264b92bf70daad616e3229f475cd398449e8628889bb2fde9
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "c77aefb07dd7856d88ad220dadce50d5499156652db4673096890342393cc765",
    "cross_cats_sorted": [
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-03-07T11:42:22Z",
    "title_canon_sha256": "25bb3e498b7f897609cedd7004425ab36f80a8e7af14286ef1d3f3d4df044b76"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.05347",
    "kind": "arxiv",
    "version": 2
  }
}