Pith Number

pith:MJ74QVYY

pith:2025:MJ74QVYYNCD3O6NLBBJ2BHQ4O2

not attested not anchored not stored refs pending

MoSEs: Uncertainty-Aware AI-Generated Text Detection via Mixture of Stylistics Experts with Conditional Thresholds

Bin Chen, Dongjian Hu, Hao Wu, Jinpeng Wang, Junxi Wu, Shu-Tao Xia, Zheng Liu

arxiv:2509.02499 v3 · 2025-09-02 · cs.CL · 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{MJ74QVYYNCD3O6NLBBJ2BHQ4O2}

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.

Receipt and verification

First computed	2026-07-05T12:06:19.903510Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

627fc857186887b779ab0853a09e1c76bdbb149885c85b71f2e9a56b6e6c92e8

Aliases

arxiv: 2509.02499 · arxiv_version: 2509.02499v3 · doi: 10.48550/arxiv.2509.02499 · pith_short_12: MJ74QVYYNCD3 · pith_short_16: MJ74QVYYNCD3O6NL · pith_short_8: MJ74QVYY

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/MJ74QVYYNCD3O6NLBBJ2BHQ4O2 \
  | 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: 627fc857186887b779ab0853a09e1c76bdbb149885c85b71f2e9a56b6e6c92e8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6bb1aa0360d1519045bad76b23586a7bb476d8c79a167ea61ac287d29d750546",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-09-02T16:51:43Z",
    "title_canon_sha256": "cfac1bddc28e481c96e3132c2ee45bc6c2c9ca1824d638cf4049121b4753a9d6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.02499",
    "kind": "arxiv",
    "version": 3
  }
}