pith. sign in
Pith Number

pith:FOTSFH3M

pith:2016:FOTSFH3M7F75EEBUNDZJ6BLUMR
not attested not anchored not stored refs pending

Understanding and Overcoming Biases in Customer Reviews

Edward C. Malthouse, Georgios Askalidis

arxiv:1604.00417 v1 · 2016-04-01 · cs.HC · cs.CY · cs.SI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{FOTSFH3M7F75EEBUNDZJ6BLUMR}

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 2026-05-18T01:17:49.669721Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

2ba7229f6cf97fd2103468f29f0574644d7c35c444f798da1d927a4ab663920f

Aliases

arxiv: 1604.00417 · arxiv_version: 1604.00417v1 · doi: 10.48550/arxiv.1604.00417 · pith_short_12: FOTSFH3M7F75 · pith_short_16: FOTSFH3M7F75EEBU · pith_short_8: FOTSFH3M
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/FOTSFH3M7F75EEBUNDZJ6BLUMR \
  | 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: 2ba7229f6cf97fd2103468f29f0574644d7c35c444f798da1d927a4ab663920f
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "d817d2e338803c113aa3cc7a8471dd1edfcf181a672e16ac82ccc006d397c2a6",
    "cross_cats_sorted": [
      "cs.CY",
      "cs.SI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2016-04-01T21:55:57Z",
    "title_canon_sha256": "71a2083801bce0889363291aadc975a2babd357a8f2b941b38fb9d64f1a4d4f3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1604.00417",
    "kind": "arxiv",
    "version": 1
  }
}