Pith Number

pith:TZ5TKSOC

pith:2023:TZ5TKSOCF3H53WUDY4HYIL27LR

not attested not anchored not stored refs pending

Status Quo and Problems of Requirements Engineering for Machine Learning: Results from an International Survey

Antonio Pedro Santos Alves, Daniel Mendez, G\"orkem Giray, Helio Lopes, Hugo Villamizar, J\"urgen Musil, Kelly Azevedo, Marcos Kalinowski, Michael Felderer, Niklas Lavesson, Stefan Biffl, Stefan Wagner, Tatiana Escovedo, Teresa Baldassarre, Tony Gorschek

arxiv:2310.06726 v1 · 2023-10-10 · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TZ5TKSOCF3H53WUDY4HYIL27LR}

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.

Cited by

1 paper in Pith

AI Assurance in UK Defence: Challenges in Operationalising JSP 936

Receipt and verification

First computed	2026-07-05T06:59:15.265711Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9e7b3549c22ecfddda83c70f842f5f5c4907f96f102430a1397037e27c11b548

Aliases

arxiv: 2310.06726 · arxiv_version: 2310.06726v1 · doi: 10.48550/arxiv.2310.06726 · pith_short_12: TZ5TKSOCF3H5 · pith_short_16: TZ5TKSOCF3H53WUD · pith_short_8: TZ5TKSOC

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/TZ5TKSOCF3H53WUDY4HYIL27LR \
  | 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: 9e7b3549c22ecfddda83c70f842f5f5c4907f96f102430a1397037e27c11b548

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1717c147910b4b52225b681a1dcda5f4a76ccff0c08c4dedd84d3fad16451564",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-10-10T15:53:50Z",
    "title_canon_sha256": "efe8e3535324b282f6fd330fe190fd91826fb824bb1ac44269f3d6e3d346de33"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.06726",
    "kind": "arxiv",
    "version": 1
  }
}