Pith Number

pith:NOK35E26

pith:2026:NOK35E26TRQUG2UMCHMV3WQBHN

not attested not anchored not stored refs pending

Respect Your Zero-Shot Uncertainty: Conservative Calibration for Test-Time-Adapted Vision-Language Models

Caiting Li, Jiazhen Huang, Jingyan Jiang, Pingting Hao, Xiao Chen, Yaru Sun, Yin Chen, Zhijian He

arxiv:2608.05945 v1 · 2026-08-06 · cs.CV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NOK35E26TRQUG2UMCHMV3WQBHN}

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	2026-08-07T00:53:53.565976Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6b95be935e9c61436a8c11d95dda013b6552dadc044969cd920043e309be67a8

Aliases

arxiv: 2608.05945 · arxiv_version: 2608.05945v1 · doi: 10.48550/arxiv.2608.05945 · pith_short_12: NOK35E26TRQU · pith_short_16: NOK35E26TRQUG2UM · pith_short_8: NOK35E26

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/NOK35E26TRQUG2UMCHMV3WQBHN \
  | 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: 6b95be935e9c61436a8c11d95dda013b6552dadc044969cd920043e309be67a8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b87dd710e71bdd71c448a91021dc8ad8fe31427fa5f8dc4b8c3833377928a029",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-08-06T12:11:53Z",
    "title_canon_sha256": "5a9373c8a2bad67c8af072538d0f3b985fcbe387abf53ebd31d9479f2ca4ed07"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.05945",
    "kind": "arxiv",
    "version": 1
  }
}