Pith Number

pith:WNJNANDH

pith:2017:WNJNANDH3HSUWSXW4AJD6XRLQE

not attested not anchored not stored refs pending

Prediction Scores as a Window into Classifier Behavior

Bilal Alsallakh, Emma Beauxis-Aussalet, Medha Katehara

arxiv:1711.06795 v1 · 2017-11-18 · stat.ML · 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{WNJNANDH3HSUWSXW4AJD6XRLQE}

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	2026-05-18T00:30:11.033021Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b352d03467d9e54b4af6e0123f5e2b812a340755ac4c79630d9b1ba78d43932a

Aliases

arxiv: 1711.06795 · arxiv_version: 1711.06795v1 · doi: 10.48550/arxiv.1711.06795 · pith_short_12: WNJNANDH3HSU · pith_short_16: WNJNANDH3HSUWSXW · pith_short_8: WNJNANDH

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/WNJNANDH3HSUWSXW4AJD6XRLQE \
  | 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: b352d03467d9e54b4af6e0123f5e2b812a340755ac4c79630d9b1ba78d43932a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1ee810d17a3dfdb4086fd84058ce8931573cf68851a5ac89187ab204ff635d1a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2017-11-18T02:07:52Z",
    "title_canon_sha256": "74c3eb38b7f8088a15b2687dce72a40638c00e760c134d76b5fbdf871a149df3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1711.06795",
    "kind": "arxiv",
    "version": 1
  }
}