Pith. sign in
Pith Number

pith:2RPHCR2Z

pith:2021:2RPHCR2ZUHGMR5PI7P2C6RGQWO
not attested not anchored not stored refs pending

On the relationship between calibrated predictors and unbiased volume estimation

Dirk Vandermeulen, Frederik Maes, Jeroen Bertels, Matthew B. Blaschko, Teodora Popordanoska

arxiv:2112.12560 v1 · 2021-12-23 · eess.IV · cs.CV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{2RPHCR2ZUHGMR5PI7P2C6RGQWO}

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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 2026-07-05T03:43:28.767096Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

d45e714759a1ccc8f5e8fbf42f44d0b38512720ac723fbaf549270f26961c17e

Aliases

arxiv: 2112.12560 · arxiv_version: 2112.12560v1 · doi: 10.48550/arxiv.2112.12560 · pith_short_12: 2RPHCR2ZUHGM · pith_short_16: 2RPHCR2ZUHGMR5PI · pith_short_8: 2RPHCR2Z
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/2RPHCR2ZUHGMR5PI7P2C6RGQWO \
  | 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: d45e714759a1ccc8f5e8fbf42f44d0b38512720ac723fbaf549270f26961c17e
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "35dbe5b9cf6ffd213a357b6484f5a2488fb6784d7001fc861efd9d948302d9b9",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2021-12-23T14:22:19Z",
    "title_canon_sha256": "8016d992504dcfae8e3d6d0fdb7028c68ae285f508068501f76d434a11da2f3f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.12560",
    "kind": "arxiv",
    "version": 1
  }
}