Pith Number

pith:QEKS6ZBU

pith:2018:QEKS6ZBUGWQF2J7FRUROMJTZ55

not attested not anchored not stored refs pending

Distilling Information from a Flood: A Possibility for the Use of Meta-Analysis and Systematic Review in Machine Learning Research

Emma Brunskill, Peter Henderson

arxiv:1812.01074 v1 · 2018-12-03 · cs.DL · cs.LG · 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{QEKS6ZBUGWQF2J7FRUROMJTZ55}

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

Towards Consistent Detection of Cognitive Distortions: LLM-Based Annotation and Dataset-Agnostic Evaluation

Receipt and verification

First computed	2026-05-17T23:59:13.373377Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

81152f643435a05d27e58d22e62679ef78802b5e725d23710d757d34ffe75096

Aliases

arxiv: 1812.01074 · arxiv_version: 1812.01074v1 · doi: 10.48550/arxiv.1812.01074 · pith_short_12: QEKS6ZBUGWQF · pith_short_16: QEKS6ZBUGWQF2J7F · pith_short_8: QEKS6ZBU

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/QEKS6ZBUGWQF2J7FRUROMJTZ55 \
  | 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: 81152f643435a05d27e58d22e62679ef78802b5e725d23710d757d34ffe75096

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9e5590cb3d23da418ed979cdf9c8195fbe845b31fb77b82cdf533dbb1854b799",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DL",
    "submitted_at": "2018-12-03T20:37:21Z",
    "title_canon_sha256": "c1c26de060088a1e559af76a91ba3033add3d88b2eee38fd362f6340685785b5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1812.01074",
    "kind": "arxiv",
    "version": 1
  }
}