Pith Number

pith:QABSZRFH

pith:2020:QABSZRFHKHTGL2JEFPIOUZ7ACZ

not attested not anchored not stored refs pending

Evaluating Model Robustness and Stability to Dataset Shift

Adarsh Subbaswamy, Roy Adams, Suchi Saria

arxiv:2010.15100 v2 · 2020-10-28 · cs.LG · 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{QABSZRFHKHTGL2JEFPIOUZ7ACZ}

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

Scoping review of methodology for aiding generalisability and transportability of clinical prediction models

Receipt and verification

First computed	2026-07-05T02:22:57.309022Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

80032cc4a751e665e9242bd0ea67e01662a2873df944fad4cc7b737c1a8532f5

Aliases

arxiv: 2010.15100 · arxiv_version: 2010.15100v2 · doi: 10.48550/arxiv.2010.15100 · pith_short_12: QABSZRFHKHTG · pith_short_16: QABSZRFHKHTGL2JE · pith_short_8: QABSZRFH

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/QABSZRFHKHTGL2JEFPIOUZ7ACZ \
  | 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: 80032cc4a751e665e9242bd0ea67e01662a2873df944fad4cc7b737c1a8532f5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "07b7a09de84e751e8dd53e836c9a4e4353d35aee752ef966c4a62684da161816",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-10-28T17:35:39Z",
    "title_canon_sha256": "29c0358d21d27d71a8d37f58edff9f118699276092ce1698fa1c3db14321d51f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.15100",
    "kind": "arxiv",
    "version": 2
  }
}