Pith Number

pith:UJEKMNRA

pith:2021:UJEKMNRAUTOEZJWUBIPWZPOEK5

not attested not anchored not stored refs pending

Deep Neural Networks for Rank-Consistent Ordinal Regression Based On Conditional Probabilities

Sebastian Raschka, Wenzhi Cao, Xintong Shi

arxiv:2111.08851 v5 · 2021-11-17 · cs.LG · cs.CV · 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{UJEKMNRAUTOEZJWUBIPWZPOEK5}

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	2026-07-05T06:25:01.824170Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a248a63620a4dc4ca6d40a1f6cbdc45775719e4feead85070cf8c3b63f8bc6ae

Aliases

arxiv: 2111.08851 · arxiv_version: 2111.08851v5 · doi: 10.48550/arxiv.2111.08851 · pith_short_12: UJEKMNRAUTOE · pith_short_16: UJEKMNRAUTOEZJWU · pith_short_8: UJEKMNRA

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/UJEKMNRAUTOEZJWUBIPWZPOEK5 \
  | 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: a248a63620a4dc4ca6d40a1f6cbdc45775719e4feead85070cf8c3b63f8bc6ae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "25b6a4ed40f5092c0ab89a217a91b44f0e5315219e2014baf1bce89193024e5e",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-11-17T01:10:23Z",
    "title_canon_sha256": "198312452397df95f26a4e72baeccae2b69dd4409002e0a4f4bbfa564535dd38"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.08851",
    "kind": "arxiv",
    "version": 5
  }
}