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Pith Number

pith:ZLN7HS42

pith:2023:ZLN7HS42MNHZGL3QE6VTE7BUH5
not attested not anchored not stored refs pending

Holistic chemical evaluation reveals pitfalls in reaction prediction models

Andres M. Bran, Jeremy S. Luterbacher, Malte Franke, Philippe Schwaller, Remi Schlama, Victor Sabanza Gil

arxiv:2312.09004 v1 · 2023-12-14 · physics.chem-ph · cs.LG

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\usepackage{pith}
\pithnumber{ZLN7HS42MNHZGL3QE6VTE7BUH5}

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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

3 papers in Pith

Receipt and verification
First computed 2026-07-05T07:24:13.023782Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

cadbf3cb9a634f932f7027ab327c343f40d2b15bca086d19e14259e9d0dcc45d

Aliases

arxiv: 2312.09004 · arxiv_version: 2312.09004v1 · doi: 10.48550/arxiv.2312.09004 · pith_short_12: ZLN7HS42MNHZ · pith_short_16: ZLN7HS42MNHZGL3Q · pith_short_8: ZLN7HS42
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/ZLN7HS42MNHZGL3QE6VTE7BUH5 \
  | 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: cadbf3cb9a634f932f7027ab327c343f40d2b15bca086d19e14259e9d0dcc45d
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "8abf78e893adff5ae94df575312fe872e05be616564b0a19e1b56742d4185a68",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "physics.chem-ph",
    "submitted_at": "2023-12-14T14:54:28Z",
    "title_canon_sha256": "81629478a1c7e2283b9563acc4ff0bfc49b89f12827a97824da0c8d7e65ee8a1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.09004",
    "kind": "arxiv",
    "version": 1
  }
}