pith. sign in
Pith Number

pith:SN5ASGJZ

pith:2025:SN5ASGJZSMDR6NH5KRLDDKTQCC
not attested not anchored not stored refs pending

Catching Dark Signals in Algorithms: Unveiling Audiovisual and Thematic Markers of Unsafe Content Recommended for Children and Teenagers

Arti Thakur, Brian Nishimine, Drew Cingel, Haoning Xue, Jane Shawcroft, Jingwen Zhang, Martin Hilbert, Samantha Vigil, Zubair Shafiq

arxiv:2507.12571 v2 · 2025-07-16 · cs.CY · cs.MM

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{SN5ASGJZSMDR6NH5KRLDDKTQCC}

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 2026-05-27T02:05:04.297624Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

937a09193993071f34fd545631aa70109902b181f2e0b4ac65920d0f751a5a77

Aliases

arxiv: 2507.12571 · arxiv_version: 2507.12571v2 · doi: 10.48550/arxiv.2507.12571 · pith_short_12: SN5ASGJZSMDR · pith_short_16: SN5ASGJZSMDR6NH5 · pith_short_8: SN5ASGJZ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/SN5ASGJZSMDR6NH5KRLDDKTQCC \
  | 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: 937a09193993071f34fd545631aa70109902b181f2e0b4ac65920d0f751a5a77
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "2eb18efde227979ed8cfb53a47580fe331561dd6034c27845195501975c18dff",
    "cross_cats_sorted": [
      "cs.MM"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2025-07-16T18:41:42Z",
    "title_canon_sha256": "584f9ea56689ab71ef3f046eb5365d4a0754e06a5b70b15a854955ca390f3b15"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.12571",
    "kind": "arxiv",
    "version": 2
  }
}