Pith Number

pith:XDJ2FEVK

pith:2023:XDJ2FEVKCG6KT6NPSKK6IFXBDA

not attested not anchored not stored refs pending

Gated Deeper Models are Effective Factor Learners

JingJing Guo

arxiv:2305.10693 v1 · 2023-05-18 · q-fin.PR · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XDJ2FEVKCG6KT6NPSKK6IFXBDA}

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	2026-07-05T06:11:25.571769Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b8d3a292aa11bca9f9af9295e416e1183f10e58bad3e23664d137f8f03f0470a

Aliases

arxiv: 2305.10693 · arxiv_version: 2305.10693v1 · doi: 10.48550/arxiv.2305.10693 · pith_short_12: XDJ2FEVKCG6K · pith_short_16: XDJ2FEVKCG6KT6NP · pith_short_8: XDJ2FEVK

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/XDJ2FEVKCG6KT6NPSKK6IFXBDA \
  | 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: b8d3a292aa11bca9f9af9295e416e1183f10e58bad3e23664d137f8f03f0470a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3c92b93afc792ed54450237e96578f0a6721acfbe5837942bf295414908d6222",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "q-fin.PR",
    "submitted_at": "2023-05-18T04:07:47Z",
    "title_canon_sha256": "f2d147ae9889193536a242680b9959dd9ee7591ebc79af93ac07ea1c81779300"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.10693",
    "kind": "arxiv",
    "version": 1
  }
}