pith. sign in
Pith Number

pith:JYMV5IQS

pith:2026:JYMV5IQSMG43ID3A3KNNCAAKVF
not attested not anchored not stored refs pending

Characterization and Effects of CS2 Learning with GenAI, Visualization, and Human Support

Anthony Estey, Miguel Nacenta, Quinton Yong

arxiv:2606.02933 v1 · 2026-06-01 · cs.HC

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{JYMV5IQSMG43ID3A3KNNCAAKVF}

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 2026-06-03T01:05:26.900601Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

4e195ea21261b9b40f60da9ad1000aa97cf06f9430c989a122fd8a5405dcf06e

Aliases

arxiv: 2606.02933 · arxiv_version: 2606.02933v1 · doi: 10.48550/arxiv.2606.02933 · pith_short_12: JYMV5IQSMG43 · pith_short_16: JYMV5IQSMG43ID3A · pith_short_8: JYMV5IQS
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/JYMV5IQSMG43ID3A3KNNCAAKVF \
  | 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: 4e195ea21261b9b40f60da9ad1000aa97cf06f9430c989a122fd8a5405dcf06e
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "31f2f8aef9bdeae70214e7b093597f080b5afc1c2e6132146b08849a14838a0a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2026-06-01T22:31:44Z",
    "title_canon_sha256": "b478ef4a79ea4cdab61ac45d9c84dbdb7afef31d4e3272476a0e72535f324304"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.02933",
    "kind": "arxiv",
    "version": 1
  }
}