Pith. sign in
Pith Number

pith:IAYI4XM4

pith:2024:IAYI4XM42GUSPWP6JA4ZFUS3ZM
not attested not anchored not stored refs pending

Substance Beats Style: Why Beginning Students Fail to Code with LLMs

Arjun Guha, Carolyn Jane Anderson, Francesca Lucchetti, Molly Q Feldman, Zixuan Wu

arxiv:2410.19792 v1 · 2024-10-15 · cs.CY · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{IAYI4XM42GUSPWP6JA4ZFUS3ZM}

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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 2026-07-05T09:26:33.310595Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

40308e5d9cd1a927d9fe483992d25bcb3855eefa1e8905ec6dab87b39f1ea9c8

Aliases

arxiv: 2410.19792 · arxiv_version: 2410.19792v1 · doi: 10.48550/arxiv.2410.19792 · pith_short_12: IAYI4XM42GUS · pith_short_16: IAYI4XM42GUSPWP6 · pith_short_8: IAYI4XM4
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/IAYI4XM42GUSPWP6JA4ZFUS3ZM \
  | 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: 40308e5d9cd1a927d9fe483992d25bcb3855eefa1e8905ec6dab87b39f1ea9c8
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "04f3ef44b54d809ef5c8af0f965ad2a577dc80ebd2b3daf0332e2aa10efddad6",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2024-10-15T20:36:30Z",
    "title_canon_sha256": "b0cb245bfb9162324476b2036f6ecd458792a72f98d7189e79a56ed968ac1df9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.19792",
    "kind": "arxiv",
    "version": 1
  }
}