pith. sign in
Pith Number

pith:YY66FYWK

pith:2026:YY66FYWKCSAPBC3WBMQLMD5S42
not attested not anchored not stored refs pending

Same Scrutiny, More Time: Eye Tracking Insights into Reviewing LLM-Labelled Code

Francisco Gomes de Oliveira Neto, Julian Frattini, Mazen Mohamad, Philipp Leitner, Ranim Khojah

arxiv:2606.26505 v1 · 2026-06-25 · cs.SE · cs.HC

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{YY66FYWKCSAPBC3WBMQLMD5S42}

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 2026-06-26T01:15:32.974962Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

c63de2e2ca1480f08b760b20b60fb2e68023ee4b6d88df5f3290a1b6cd45080b

Aliases

arxiv: 2606.26505 · arxiv_version: 2606.26505v1 · doi: 10.48550/arxiv.2606.26505 · pith_short_12: YY66FYWKCSAP · pith_short_16: YY66FYWKCSAPBC3W · pith_short_8: YY66FYWK
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/YY66FYWKCSAPBC3WBMQLMD5S42 \
  | 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: c63de2e2ca1480f08b760b20b60fb2e68023ee4b6d88df5f3290a1b6cd45080b
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "ef9e58511ea0c0c2e35559007ddd81bf2eb346f288408431f919ad0fe7e4f734",
    "cross_cats_sorted": [
      "cs.HC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2026-06-25T01:23:05Z",
    "title_canon_sha256": "bbd6a4b44ca62373fa3994066a24a06d5b0c53dc5485c67730410c0f6ffc879f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.26505",
    "kind": "arxiv",
    "version": 1
  }
}