Pith Number

pith:2YF7SCXH

pith:2024:2YF7SCXHOGEWQCTXPNR5EIIWXN

not attested not anchored not stored refs pending

Using machine learning to inform harvest control rule design in complex fishery settings

Carl Boettiger, Carl J. Walters, Christopher L. Cahill, Felipe Montealegre-Mora

arxiv:2412.12400 v2 · 2024-12-16 · q-bio.PE · cs.LG · q-bio.QM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2YF7SCXHOGEWQCTXPNR5EIIWXN}

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	2026-07-05T11:53:43.254982Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d60bf90ae77189680a777b63d22116bb71c3daa5f5fa3a28a9168a25f4232f18

Aliases

arxiv: 2412.12400 · arxiv_version: 2412.12400v2 · doi: 10.48550/arxiv.2412.12400 · pith_short_12: 2YF7SCXHOGEW · pith_short_16: 2YF7SCXHOGEWQCTX · pith_short_8: 2YF7SCXH

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/2YF7SCXHOGEWQCTXPNR5EIIWXN \
  | 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: d60bf90ae77189680a777b63d22116bb71c3daa5f5fa3a28a9168a25f4232f18

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c057423af35855b9dfc421ff6b1fe758ae8e9e20e674da6089a2ec7adc835e3a",
    "cross_cats_sorted": [
      "cs.LG",
      "q-bio.QM"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "q-bio.PE",
    "submitted_at": "2024-12-16T23:13:00Z",
    "title_canon_sha256": "a547dd7637b5408bf6776f9e61bcc35406c47d0574d594572999db0cfd2bac79"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.12400",
    "kind": "arxiv",
    "version": 2
  }
}