Pith. sign in
Pith Number

pith:3LPW3KIW

pith:2025:3LPW3KIWPGN2ZLPZDTVXS5IZVL
not attested not anchored not stored refs pending

Optimizing Peer Grading: A Systematic Literature Review of Reviewer Assignment Strategies and Quantity of Reviewers

Edward Gehringer, M. Parvez Rashid, Shail Shah, Sri Vaishnavi Mylavarapu, Uchswas Paul

arxiv:2508.11678 v2 · 2025-08-08 · cs.CY

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{3LPW3KIWPGN2ZLPZDTVXS5IZVL}

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 2026-07-05T11:58:35.152048Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

dadf6da916799bacadf91ceb797519aae94806bd4aa945fa4cd18ca4118dde77

Aliases

arxiv: 2508.11678 · arxiv_version: 2508.11678v2 · doi: 10.48550/arxiv.2508.11678 · pith_short_12: 3LPW3KIWPGN2 · pith_short_16: 3LPW3KIWPGN2ZLPZ · pith_short_8: 3LPW3KIW
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/3LPW3KIWPGN2ZLPZDTVXS5IZVL \
  | 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: dadf6da916799bacadf91ceb797519aae94806bd4aa945fa4cd18ca4118dde77
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "134d5bd084b9ec5ced562bd2dd7216acc2c445cfe140883ab9dafad1fdf4b10a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2025-08-08T15:28:39Z",
    "title_canon_sha256": "473bf3fa14edaae18f0eb1745ef2c46cb4efae4abbf8c7e54fe86bf6a7e7809d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.11678",
    "kind": "arxiv",
    "version": 2
  }
}