Pith Number

pith:GCNH7TTM

pith:2024:GCNH7TTMCVM76VWEO4YVH7DEBY

not attested not anchored not stored refs pending

On Temperature Scaling and Conformal Prediction of Deep Classifiers

Lahav Dabah, Tom Tirer

arxiv:2402.05806 v4 · 2024-02-08 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GCNH7TTMCVM76VWEO4YVH7DEBY}

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	2026-07-05T11:13:07.344388Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

309a7fce6c1559ff56c4773153fc640e16b12aaea41a0a855a16f4e372bc9035

Aliases

arxiv: 2402.05806 · arxiv_version: 2402.05806v4 · doi: 10.48550/arxiv.2402.05806 · pith_short_12: GCNH7TTMCVM7 · pith_short_16: GCNH7TTMCVM76VWE · pith_short_8: GCNH7TTM

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/GCNH7TTMCVM76VWEO4YVH7DEBY \
  | 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: 309a7fce6c1559ff56c4773153fc640e16b12aaea41a0a855a16f4e372bc9035

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1f7dce40e4aa8f2756dea955c208469627bb9b7138877d07e1ca37050a961b15",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-08T16:45:12Z",
    "title_canon_sha256": "4769e8bdf8ba6bf610bc1e48c1712464f362c222d44347e5bbb6b8be6e3cc44e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.05806",
    "kind": "arxiv",
    "version": 4
  }
}