Pith Number

pith:O6CPSBEA

pith:2023:O6CPSBEAYGELEMH2USS3L33NK6

not attested not anchored not stored refs pending

Something for (almost) nothing: Improving deep ensemble calibration using unlabeled data

Julyan Arbel, Konstantinos Pitas

arxiv:2310.02885 v1 · 2023-10-04 · 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{O6CPSBEAYGELEMH2USS3L33NK6}

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	2026-07-05T06:57:15.024139Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7784f90480c188b230faa4a5b5ef6d5791e71b116e2829c9879934b2f027cade

Aliases

arxiv: 2310.02885 · arxiv_version: 2310.02885v1 · doi: 10.48550/arxiv.2310.02885 · pith_short_12: O6CPSBEAYGEL · pith_short_16: O6CPSBEAYGELEMH2 · pith_short_8: O6CPSBEA

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/O6CPSBEAYGELEMH2USS3L33NK6 \
  | 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: 7784f90480c188b230faa4a5b5ef6d5791e71b116e2829c9879934b2f027cade

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b9d7009127f159379e5f3d624a9c27c56a1217874bfbcd345ba221be9be2d2da",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-04T15:21:54Z",
    "title_canon_sha256": "95b1bbf215cc6fe22b7fa9c0f65ed871a5b6e0aee2a8dd2e99b52ca34ebc167d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.02885",
    "kind": "arxiv",
    "version": 1
  }
}