Pith Number

pith:WR3O6V2D

pith:2018:WR3O6V2D555MHR6QYNT67MXS3Z

not attested not anchored not stored refs pending

Preventing Failures Due to Dataset Shift: Learning Predictive Models That Transport

Adarsh Subbaswamy, Peter Schulam, Suchi Saria

arxiv:1812.04597 v2 · 2018-12-11 · stat.ML · cs.AI · 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{WR3O6V2D555MHR6QYNT67MXS3Z}

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	2026-05-17T23:52:26.930673Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b476ef5743ef7ac3c7d0c367efb2f2de5e339b38362f084b62632ab1ff074f55

Aliases

arxiv: 1812.04597 · arxiv_version: 1812.04597v2 · doi: 10.48550/arxiv.1812.04597 · pith_short_12: WR3O6V2D555M · pith_short_16: WR3O6V2D555MHR6Q · pith_short_8: WR3O6V2D

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/WR3O6V2D555MHR6QYNT67MXS3Z \
  | 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: b476ef5743ef7ac3c7d0c367efb2f2de5e339b38362f084b62632ab1ff074f55

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "874465f0d4b7f35d0b1f9828900cc2adbe50a4bf553e470caa4480cb2a9b1806",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-12-11T18:32:52Z",
    "title_canon_sha256": "a7e104fce9e612a3c681b516657085a004ffebfc533d8af69b097e27c49615a0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1812.04597",
    "kind": "arxiv",
    "version": 2
  }
}