Pith Number

pith:JFGJL6QZ

pith:2026:JFGJL6QZUWC7W3SXPU6PI43VOJ

not attested not anchored not stored refs pending

Closing the Gap: Can Novice Statistics and Data Science Students Collaborate as Effectively as an Expert?

Eric A. Vance, Ilana M. Trumble, Jessica L. Alzen, Kimberly J. Cho

arxiv:2606.02772 v1 · 2026-06-01 · stat.OT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JFGJL6QZUWC7W3SXPU6PI43VOJ}

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	2026-06-03T01:05:21.383365Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

494c95fa19a585fb6e577d3cf47375726181d9b10200eef62d773b76d6e4b8e1

Aliases

arxiv: 2606.02772 · arxiv_version: 2606.02772v1 · doi: 10.48550/arxiv.2606.02772 · pith_short_12: JFGJL6QZUWC7 · pith_short_16: JFGJL6QZUWC7W3SX · pith_short_8: JFGJL6QZ

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/JFGJL6QZUWC7W3SXPU6PI43VOJ \
  | 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: 494c95fa19a585fb6e577d3cf47375726181d9b10200eef62d773b76d6e4b8e1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "07cfa3fca3d4311c86da01dd6420436a0ae952e4795f41f0b09c037ed5b19fd8",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "stat.OT",
    "submitted_at": "2026-06-01T18:34:01Z",
    "title_canon_sha256": "a68d024d514ab382ee8ae35f8f02e91c9f0900a8c23e3b31934e70674d64e8b5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.02772",
    "kind": "arxiv",
    "version": 1
  }
}