Pith Number

pith:LGG2XAG2

pith:2020:LGG2XAG2HAANKYN32V7B75OJC7

not attested not anchored not stored refs pending

Classification Confidence Estimation with Test-Time Data-Augmentation

Gregory Shakhnarovich, Yuval Bahat

arxiv:2006.16705 v1 · 2020-06-30 · cs.CV · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LGG2XAG2HAANKYN32V7B75OJC7}

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.

Cited by

1 paper in Pith

Confidence-Aware Automated Assessment of Student-Drawn Scientific Models

Receipt and verification

First computed	2026-07-05T01:14:57.565079Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

598dab80da3800d561bbd57e1ff5c917f45106514027c185a4e5ac3a0df76919

Aliases

arxiv: 2006.16705 · arxiv_version: 2006.16705v1 · doi: 10.48550/arxiv.2006.16705 · pith_short_12: LGG2XAG2HAAN · pith_short_16: LGG2XAG2HAANKYN3 · pith_short_8: LGG2XAG2

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/LGG2XAG2HAANKYN32V7B75OJC7 \
  | 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: 598dab80da3800d561bbd57e1ff5c917f45106514027c185a4e5ac3a0df76919

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f2a9f0a3c9b3a5cad9e88fb301f4a247976b1366f4fcc495fddf05444ca3bdd3",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2020-06-30T11:59:53Z",
    "title_canon_sha256": "f0836e29958658d4d09cc65dd03ec4c4330e28787ec18038a5f66fe7a665e271"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.16705",
    "kind": "arxiv",
    "version": 1
  }
}