Pith Number

pith:MUIV4KJF

pith:2022:MUIV4KJFUTG2CE3SID4L7M7LQD

not attested not anchored not stored refs pending

Causality, Causal Discovery, and Causal Inference in Structural Engineering

M.Z. Naser

arxiv:2204.01543 v3 · 2022-04-04 · cs.LG · stat.ME

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MUIV4KJFUTG2CE3SID4L7M7LQD}

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.

Cited by

1 paper in Pith

Bayesian implementation of Targeted Maximum Likelihood Estimation for uncertainty quantification in causal effect estimation

Receipt and verification

First computed	2026-07-05T06:28:52.042016Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

65115e2925a4cda1137240f8bfb3eb80cda5f4f569937c463e98684ba8cfee1a

Aliases

arxiv: 2204.01543 · arxiv_version: 2204.01543v3 · doi: 10.48550/arxiv.2204.01543 · pith_short_12: MUIV4KJFUTG2 · pith_short_16: MUIV4KJFUTG2CE3S · pith_short_8: MUIV4KJF

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/MUIV4KJFUTG2CE3SID4L7M7LQD \
  | 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: 65115e2925a4cda1137240f8bfb3eb80cda5f4f569937c463e98684ba8cfee1a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9cc9ebafc29cc780e402b99f6d7a99552682fd1a14f21aa4041e7fb5ec33bfb8",
    "cross_cats_sorted": [
      "stat.ME"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-04-04T14:49:47Z",
    "title_canon_sha256": "5403b71e376925f396fec9ee584aa9ea99e7f0615af4da6ef7c00912fe8aa1b0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2204.01543",
    "kind": "arxiv",
    "version": 3
  }
}