Pith Number

pith:I6FVVY7S

pith:2016:I6FVVY7SMCSZQIVBR7FEWQHGQL

not attested not anchored not stored refs pending

"Why Should I Trust You?": Explaining the Predictions of Any Classifier

Carlos Guestrin, Marco Tulio Ribeiro, Sameer Singh

arxiv:1602.04938 v3 · 2016-02-16 · cs.LG · cs.AI · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{I6FVVY7SMCSZQIVBR7FEWQHGQL}

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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.

Cited by

18 papers in Pith

Metamorphic Testing of a Deep Learning based Forecaster

Industry Practitioners Perspectives on AI Model Quality: Perceptions, Challenges, and Solutions

ExaGPT: Example-Based Machine-Generated Text Detection for Human Interpretability

Enabling Global, Human-Centered Explanations for LLMs:From Tokens to Interpretable Code and Test Generation

A Giant-Step Baby-Step Classifier For Scalable and Real-Time Anomaly Detection In Industrial Control Systems and Water Treatment Systems

Receipt and verification

First computed	2026-05-18T01:09:36.082177Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

478b5ae3f260a59822a18fca4b40e682dc18fef7ca7515287cede41f73751ead

Aliases

arxiv: 1602.04938 · arxiv_version: 1602.04938v3 · doi: 10.48550/arxiv.1602.04938 · pith_short_12: I6FVVY7SMCSZ · pith_short_16: I6FVVY7SMCSZQIVB · pith_short_8: I6FVVY7S

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/I6FVVY7SMCSZQIVBR7FEWQHGQL \
  | 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: 478b5ae3f260a59822a18fca4b40e682dc18fef7ca7515287cede41f73751ead

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8af9e69294e1f6f17ffc20d04c0ac120ce2dd0ac1d15e928aff0135f435f2ce0",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2016-02-16T08:20:14Z",
    "title_canon_sha256": "5a39d4a4e4e49011b49a80ddc35a699545b3d0689937b74f72d13bc4025d90a1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1602.04938",
    "kind": "arxiv",
    "version": 3
  }
}