Pith Number

pith:TEKVQTHT

pith:2023:TEKVQTHT2VSD2C57PUICQMTH2Z

not attested not anchored not stored refs pending

Evaluation of Confidence-based Ensembling in Deep Learning Image Classification

Michael Paulitsch, Peter Popov, Rafael Rosales

arxiv:2303.03185 v1 · 2023-03-03 · cs.CV · cs.AI · 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{TEKVQTHT2VSD2C57PUICQMTH2Z}

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	2026-07-05T05:48:26.750524Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9915584cf3d5643d0bbf7d10283267d663f9068031c62fc1d69e0a890d0ede08

Aliases

arxiv: 2303.03185 · arxiv_version: 2303.03185v1 · doi: 10.48550/arxiv.2303.03185 · pith_short_12: TEKVQTHT2VSD · pith_short_16: TEKVQTHT2VSD2C57 · pith_short_8: TEKVQTHT

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/TEKVQTHT2VSD2C57PUICQMTH2Z \
  | 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: 9915584cf3d5643d0bbf7d10283267d663f9068031c62fc1d69e0a890d0ede08

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0e18de3df0475cda021271dc9c1b18e010150a272e2354067cd80a211cf2a77a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-03-03T16:29:22Z",
    "title_canon_sha256": "42358fc356bde66461fdbdd4a54fdfe3a63fe57a3d9ccb82e2a657ad87a6ee2b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.03185",
    "kind": "arxiv",
    "version": 1
  }
}