Pith Number

pith:ZICDZ3NE

pith:2024:ZICDZ3NEXQXNBIWM3W6I2GX6S4

not attested not anchored not stored refs pending

What Does Softmax Probability Tell Us about Classifiers Ranking Across Diverse Test Conditions?

Liang Zheng, Tom Gedeon, Weijian Deng, Weijie Tu

arxiv:2406.09908 v1 · 2024-06-14 · cs.LG · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZICDZ3NEXQXNBIWM3W6I2GX6S4}

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	2026-07-05T08:32:01.736946Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ca043ceda4bc2ed0a2ccddbc8d1afe973cba0a5cc4ce4586614d4fd427a61ac5

Aliases

arxiv: 2406.09908 · arxiv_version: 2406.09908v1 · doi: 10.48550/arxiv.2406.09908 · pith_short_12: ZICDZ3NEXQXN · pith_short_16: ZICDZ3NEXQXNBIWM · pith_short_8: ZICDZ3NE

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/ZICDZ3NEXQXNBIWM3W6I2GX6S4 \
  | 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: ca043ceda4bc2ed0a2ccddbc8d1afe973cba0a5cc4ce4586614d4fd427a61ac5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2ed63b1584f0904fa887bfd4de128dbc22d5d4493aa86983c1186e43826f9585",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-14T10:36:26Z",
    "title_canon_sha256": "9ebb70de47b4446728956341a8224479a2b8cfad7c6e4feaa05f1b3faf11ff39"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.09908",
    "kind": "arxiv",
    "version": 1
  }
}