Pith. sign in
Pith Number

pith:CKMWX6P4

pith:2022:CKMWX6P4INCAXTKFRMH5ZAG7OY
not attested not anchored not stored refs pending

Why Deep Surgical Models Fail?: Revisiting Surgical Action Triplet Recognition through the Lens of Robustness

Angelica I. Aviles-Rivero, Carola-Bibiane Sch\"onlieb, Lihao Liu, Shujun Wang, Yanqi Cheng, Yueming Jin

arxiv:2209.08647 v2 · 2022-09-18 · cs.CV

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\usepackage{pith}
\pithnumber{CKMWX6P4INCAXTKFRMH5ZAG7OY}

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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 2026-07-05T05:43:15.218802Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

12996bf9fc43440bcd458b0fdc80df763e22f797c1d219cf2c4ddb0108b933c0

Aliases

arxiv: 2209.08647 · arxiv_version: 2209.08647v2 · doi: 10.48550/arxiv.2209.08647 · pith_short_12: CKMWX6P4INCA · pith_short_16: CKMWX6P4INCAXTKF · pith_short_8: CKMWX6P4
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/CKMWX6P4INCAXTKFRMH5ZAG7OY \
  | 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: 12996bf9fc43440bcd458b0fdc80df763e22f797c1d219cf2c4ddb0108b933c0
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "0e89b626c4e730d12dd289ab9baecc8735c17ab7c847056c27a8c62bdcc791bc",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-09-18T20:24:32Z",
    "title_canon_sha256": "fa90234b538739ed2e3b1f2195fd4017b9e68c9e56f50e083e2c59cce1d169cb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.08647",
    "kind": "arxiv",
    "version": 2
  }
}