Pith Number

pith:E6D655DB

pith:2026:E6D655DBSSKCTILVJOBMW7UN4S

not attested not anchored not stored refs pending

From Inference to Prediction: How Machine Learning is Reconfiguring Science (1990-2025)

Diego Kozlowski, Malena Mendez Isla, Vincent Lariviere

arxiv:2606.20995 v1 · 2026-06-19 · cs.CY

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{E6D655DBSSKCTILVJOBMW7UN4S}

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	2026-06-23T01:12:24.676030Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2787eef461949429a1754b82cb7e8de4b6f1d06898ddb488483ddfa81d2fae97

Aliases

arxiv: 2606.20995 · arxiv_version: 2606.20995v1 · doi: 10.48550/arxiv.2606.20995 · pith_short_12: E6D655DBSSKC · pith_short_16: E6D655DBSSKCTILV · pith_short_8: E6D655DB

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/E6D655DBSSKCTILVJOBMW7UN4S \
  | 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: 2787eef461949429a1754b82cb7e8de4b6f1d06898ddb488483ddfa81d2fae97

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "226350602b4715751338e48dde9685195ff031e9c7baa1eef5411b719e309cb9",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2026-06-19T00:06:50Z",
    "title_canon_sha256": "662541fa7264ab0bdfc10b78536d612bcffeef6c657912bf6161b7656b584a2b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.20995",
    "kind": "arxiv",
    "version": 1
  }
}