Pith Number

pith:TAIT2ANR

pith:2022:TAIT2ANRUYDTBTLNVV3KXTOS2D

not attested not anchored not stored refs pending

Posterior Probability Matters: Doubly-Adaptive Calibration for Neural Predictions in Online Advertising

Bo Zheng, Jinquan Liu, Liang Wang, Penghui Wei, Ruijie Hou, Shaoguo Liu, Weimin Zhang

arxiv:2205.07295 v2 · 2022-05-15 · cs.LG · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TAIT2ANRUYDTBTLNVV3KXTOS2D}

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	2026-07-05T08:23:06.571112Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

98113d01b1a60730cd6dad76abcdd2d0e6a50d0d002a43c1b1120c57a5c94ab3

Aliases

arxiv: 2205.07295 · arxiv_version: 2205.07295v2 · doi: 10.48550/arxiv.2205.07295 · pith_short_12: TAIT2ANRUYDT · pith_short_16: TAIT2ANRUYDTBTLN · pith_short_8: TAIT2ANR

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/TAIT2ANRUYDTBTLNVV3KXTOS2D \
  | 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: 98113d01b1a60730cd6dad76abcdd2d0e6a50d0d002a43c1b1120c57a5c94ab3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "38fbc55c550e3335553948b0ac0f504db6decd2f750bba70a67fcc27be50d96b",
    "cross_cats_sorted": [
      "cs.IR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-05-15T14:27:19Z",
    "title_canon_sha256": "57cca8a7e842737af450527c6f1f2fc730b4ae6e545ad49259164e5b33f89054"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.07295",
    "kind": "arxiv",
    "version": 2
  }
}