Pith Number

pith:OMJZW7VF

pith:2020:OMJZW7VFWVBRFXD7FD3GZLPGZN

not attested not anchored not stored refs pending

TRACER: A Framework for Facilitating Accurate and Interpretable Analytics for High Stakes Applications

Beng Chin Ooi, Horng Ruey Chua, Kaiping Zheng, Kee Yuan Ngiam, Shaofeng Cai, Wei Wang

arxiv:2003.12012 v1 · 2020-03-24 · eess.SP · cs.AI · cs.LG · stat.AP · 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{OMJZW7VFWVBRFXD7FD3GZLPGZN}

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.

Cited by

1 paper in Pith

Rookie Mistakes: Measuring Software Quality in Student Projects to Guide Educational Enhancement

Receipt and verification

First computed	2026-07-05T00:50:49.560749Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

73139b7ea5b54312dc7f28f66cade6cb64a8c2a6e11ae0e2f5acd844bd5120ce

Aliases

arxiv: 2003.12012 · arxiv_version: 2003.12012v1 · doi: 10.48550/arxiv.2003.12012 · pith_short_12: OMJZW7VFWVBR · pith_short_16: OMJZW7VFWVBRFXD7 · pith_short_8: OMJZW7VF

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/OMJZW7VFWVBRFXD7FD3GZLPGZN \
  | 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: 73139b7ea5b54312dc7f28f66cade6cb64a8c2a6e11ae0e2f5acd844bd5120ce

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5cd24ef084a50fa765c53c5c9a7045e605a049c9900b32e6c87c885d86ddec99",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "stat.AP",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2020-03-24T15:06:05Z",
    "title_canon_sha256": "bfb9ae7ba23187014010b97cc289debec169201cecc8e12f4d14ddd006929295"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2003.12012",
    "kind": "arxiv",
    "version": 1
  }
}