Pith. sign in
Pith Number

pith:CYVWYZCX

pith:2022:CYVWYZCXO4DVRT2YNOMQSD3ISF
not attested not anchored not stored refs pending

Deep Learning Models for Automated Classification of Dog Emotional States from Facial Expressions

Anna Zamansky, Annika Bremhorst, Daniel S. Mills, Dror Fried, Shir Amir, Stefanie Riemer, Tali Boneh-Shitrit

arxiv:2206.05619 v1 · 2022-06-11 · cs.CV

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\usepackage{pith}
\pithnumber{CYVWYZCXO4DVRT2YNOMQSD3ISF}

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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 2026-07-05T04:31:01.127994Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

162b6c6457770758cf586b99090f68914ad44a00c15b78ab5e6df27ec565a91a

Aliases

arxiv: 2206.05619 · arxiv_version: 2206.05619v1 · doi: 10.48550/arxiv.2206.05619 · pith_short_12: CYVWYZCXO4DV · pith_short_16: CYVWYZCXO4DVRT2Y · pith_short_8: CYVWYZCX
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/CYVWYZCXO4DVRT2YNOMQSD3ISF \
  | 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: 162b6c6457770758cf586b99090f68914ad44a00c15b78ab5e6df27ec565a91a
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "eda675c485d0ba7532a3d5256c34d074f2b476451faed9e6ecf0d84a52376819",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-06-11T21:37:38Z",
    "title_canon_sha256": "9001a0177b0c7e8de411e11f78d0e56183ed102db1bdd1d1a38283b9f22df446"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.05619",
    "kind": "arxiv",
    "version": 1
  }
}