pith. sign in
Pith Number

pith:JA5446QN

pith:2026:JA5446QNUOONBP74WIS2ESGJMQ
not attested not anchored not stored refs pending

Confidence is Not Reliability: Rethinking MC Dropout in Brain Tumour Segmentation

Duygu Sarikaya, Kieran Zucker, Marc de Kamps, Nishant Ravikumar, Xin Ci Wong

arxiv:2606.19300 v1 · 2026-06-17 · cs.CV · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{JA5446QNUOONBP74WIS2ESGJMQ}

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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 2026-06-19T16:12:10.381488Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

483bce7a0da39cd0bffcb225a248c96419d3b60fb029254c332e4886d2aa4565

Aliases

arxiv: 2606.19300 · arxiv_version: 2606.19300v1 · doi: 10.48550/arxiv.2606.19300 · pith_short_12: JA5446QNUOON · pith_short_16: JA5446QNUOONBP74 · pith_short_8: JA5446QN
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/JA5446QNUOONBP74WIS2ESGJMQ \
  | 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: 483bce7a0da39cd0bffcb225a248c96419d3b60fb029254c332e4886d2aa4565
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "8e29538e2d23b2d68a533cb3ae214a436075d238b30f2b1f91c7b9c3f1ba375d",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-06-17T17:24:41Z",
    "title_canon_sha256": "9290b36dbe5dbbcaf50ffdfb4d5a2548d9ec15069bbc3df89dd364784a3e2bec"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.19300",
    "kind": "arxiv",
    "version": 1
  }
}