Pith Number

pith:ERKT3QS6

pith:2024:ERKT3QS6OWQSUBQLZS4NSIUI2D

not attested not anchored not stored refs pending

Are you doing better than random guessing? A call for using negative controls when evaluating causal discovery algorithms

Anne Helby Petersen

arxiv:2412.10039 v2 · 2024-12-13 · stat.ME · 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{ERKT3QS6OWQSUBQLZS4NSIUI2D}

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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

1 paper in Pith

Score-Based Causal Discovery with Temporal Background Information

Receipt and verification

First computed	2026-07-05T11:20:06.917191Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

24553dc25e75a12a060bccb8d92288d0fab59640372ce06a32846dd6544c0f8f

Aliases

arxiv: 2412.10039 · arxiv_version: 2412.10039v2 · doi: 10.48550/arxiv.2412.10039 · pith_short_12: ERKT3QS6OWQS · pith_short_16: ERKT3QS6OWQSUBQL · pith_short_8: ERKT3QS6

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/ERKT3QS6OWQSUBQLZS4NSIUI2D \
  | 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: 24553dc25e75a12a060bccb8d92288d0fab59640372ce06a32846dd6544c0f8f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ae4f4e6d5d3d2212a055bd602801cccbc48a468657b2a022cff5846074ca5717",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2024-12-13T11:00:26Z",
    "title_canon_sha256": "9d19aa167bb1e7ec102e3d9782f8758b519280b62b7434c62dfbeebb592df362"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.10039",
    "kind": "arxiv",
    "version": 2
  }
}