Pith. sign in
Pith Number

pith:KWHHE5GF

pith:2024:KWHHE5GFIBLZ746RQ5QXTPALLY
not attested not anchored not stored refs pending

M-scan: A Multi-Scenario Causal-driven Adaptive Network for Recommendation

Jiachen Zhu, Jianghao Lin, Jiarui Qin, Ruiming Tang, Weinan Zhang, Yichao Wang, Yong Yu

arxiv:2404.07581 v2 · 2024-04-11 · cs.IR

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{KWHHE5GFIBLZ746RQ5QXTPALLY}

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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 2026-07-05T08:08:04.131145Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

558e7274c540579ff3d1876179bc0b5e29d936161e00952fc7610dd0dc28dc02

Aliases

arxiv: 2404.07581 · arxiv_version: 2404.07581v2 · doi: 10.48550/arxiv.2404.07581 · pith_short_12: KWHHE5GFIBLZ · pith_short_16: KWHHE5GFIBLZ746R · pith_short_8: KWHHE5GF
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/KWHHE5GFIBLZ746RQ5QXTPALLY \
  | 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: 558e7274c540579ff3d1876179bc0b5e29d936161e00952fc7610dd0dc28dc02
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "185eeef778ecae4965fdba1de121594451302e1ac833280ed6877e4d58d0f277",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-04-11T09:13:52Z",
    "title_canon_sha256": "9ad4be802da98b44b65636c02232c0b3426513a946b608b4c17ed1cdd538db44"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.07581",
    "kind": "arxiv",
    "version": 2
  }
}