Pith. sign in
Pith Number

pith:ZEQERTM4

pith:2023:ZEQERTM447AJJV6CGC2MVCQW7V
not attested not anchored not stored refs pending

Unveiling The Factors of Aesthetic Preferences with Explainable AI

Derya Soydaner, Johan Wagemans

arxiv:2311.14410 v2 · 2023-11-24 · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{ZEQERTM447AJJV6CGC2MVCQW7V}

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 2026-07-05T08:23:57.732400Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

c92048cd9ce7c094d7c230b4ca8a16fd52dfb145b7a386dd0505a42116562442

Aliases

arxiv: 2311.14410 · arxiv_version: 2311.14410v2 · doi: 10.48550/arxiv.2311.14410 · pith_short_12: ZEQERTM447AJ · pith_short_16: ZEQERTM447AJJV6C · pith_short_8: ZEQERTM4
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/ZEQERTM447AJJV6CGC2MVCQW7V \
  | 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: c92048cd9ce7c094d7c230b4ca8a16fd52dfb145b7a386dd0505a42116562442
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "49fcce849a64c43b0fd062273ecb37a634b55889dcf37d48192a99f15d917b53",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-24T11:06:22Z",
    "title_canon_sha256": "e5a08459c59e6ccc9d96e7483839a3dc156550f5d78ccd89c3f290732a30e37e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.14410",
    "kind": "arxiv",
    "version": 2
  }
}