{
  "$note": "Independent re-execution record. Written by scripts/reexecute.py; read by scripts/render_papers.mjs to render the verification badge. A match here means the analysis code, re-run from its pinned inputs, reproduced the published numbers \u2014 a computational reproduction, not peer review.",
  "object": "examples/dataset-belonging-to-the-help-desk-log-of-an-italian-company",
  "slug": "helpdesk-resolution-by-service-level",
  "method": "re_execution",
  "runner": {
    "kind": "self-hosted-deterministic",
    "note": "the object's analysis code, re-run in an isolated work dir from its pinned inputs (fetched by id + md5), on a library stack independent of the authoring environment"
  },
  "authoring_environment": "claude-science / # Python version",
  "ran_at": "2026-07-13T14:31:58Z",
  "environment": {
    "python": "3.13.12",
    "packages": {
      "numpy": "2.4.4",
      "pandas": "2.3.3",
      "scipy": "1.17.1",
      "statsmodels": "0.14.6",
      "matplotlib": "3.10.9"
    }
  },
  "inputs_pinned": [
    {
      "source": "figshare",
      "source_id": "12675977",
      "source_doi": "10.4121/uuid:0c60edf1-6f83-4e75-9367-4c63b3e9d5bb",
      "license": "4TU General Terms of Use",
      "files_used": [
        "finale.csv"
      ]
    }
  ],
  "tolerance": {
    "rel": 1e-06,
    "abs": 1e-09
  },
  "results_file": "results.json",
  "code": {
    "component": "analysis",
    "path": "analysis.py",
    "sha256": "f19a007263b74ac62791ec733e6545986b8f9badbba3654885300827ecfcbbe1"
  },
  "results_sha256": {
    "committed": "754341356adbc84127c5a4f6bd2096a04abadfc925963df8863068889952e38a",
    "reexecuted": "754341356adbc84127c5a4f6bd2096a04abadfc925963df8863068889952e38a"
  },
  "wall_seconds": 5.5,
  "results_compared": {
    "committed": "results.json",
    "values_compared": 72,
    "numeric_mismatches": 0,
    "max_abs_diff": 0.0
  },
  "mismatches": [],
  "claims_covered": [
    "claim-1",
    "claim-2",
    "claim-3"
  ],
  "status": "matched"
}