Pith Number

pith:AELHEYVM

pith:2020:AELHEYVMIZZT6WJ3N3GDASZ7DV

not attested not anchored not stored refs pending

Trust in AutoML: Exploring Information Needs for Establishing Trust in Automated Machine Learning Systems

Bingsheng Yao, Changruo Zhao, Dakuo Wang, Gaurav Dass, Hui Su, Jaimie Drozdal, Justin Weisz, Lin Ju, Michael Muller

arxiv:2001.06509 v1 · 2020-01-17 · cs.LG · cs.CY · cs.HC · 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{AELHEYVMIZZT6WJ3N3GDASZ7DV}

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	2026-07-05T00:34:21.790648Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

01167262ac46733f593b6ecc304b3f1d5c45f369b1d40a30f280db72d4289639

Aliases

arxiv: 2001.06509 · arxiv_version: 2001.06509v1 · doi: 10.48550/arxiv.2001.06509 · pith_short_12: AELHEYVMIZZT · pith_short_16: AELHEYVMIZZT6WJ3 · pith_short_8: AELHEYVM

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/AELHEYVMIZZT6WJ3N3GDASZ7DV \
  | 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: 01167262ac46733f593b6ecc304b3f1d5c45f369b1d40a30f280db72d4289639

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f0a69082a5f249a54eaec441067a6b76d65763a92599ac983500fa38853d828d",
    "cross_cats_sorted": [
      "cs.CY",
      "cs.HC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-01-17T19:50:54Z",
    "title_canon_sha256": "4f3bb0698614eaf04e4104cb92b313190fbe9c5a35309b532ea8f322b5eb2cc8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2001.06509",
    "kind": "arxiv",
    "version": 1
  }
}