{
  "format_version": "1",
  "case": "dataset-card",
  "title": "Geothermal dataset-card starter",
  "question": "What can public catalog metadata fill in, and what still needs a dataset owner?",
  "mode": "recorded",
  "simulation": false,
  "registry_revision": "2026-11-09",
  "generated_at": null,
  "replay_clock": "2026-11-09T00:00:00Z",
  "timestamp_note": "Envelope retrieval timestamps use a fixed replay clock, not publisher retrieval times. Actual fixture capture times appear in the manifest; null means unrecorded.",
  "fixtures": [
    {
      "file": "osti-data-explorer.json",
      "sha256": "71a7e71e7056856c76fcebc8d0234e049c0109bd35e2b1777768e408072ad398",
      "captured_at": null
    }
  ],
  "limitations": [
    "A documentation starter, not a validated Genesis datacard or Croissant record.",
    "Only catalog metadata was read; no dataset files were downloaded or inspected.",
    "A public metadata record does not establish that the underlying data is freely accessible or licensed for reuse."
  ],
  "steps": [
    {
      "tool": "research.search_datasets",
      "args": {
        "site_code": "DOE-GDR",
        "rows": 2
      },
      "envelope": {
        "data": {
          "datasets": [
            {
              "id": "2541598",
              "title": "Utah FORGE: Seismic DAS and Geophone Borehole Data Processing and 3D Imaging of Vp/Vs Ratio in the 2024 Stimulated Reservoir",
              "authors": [
                "Gritto, Roland [EMR Solutions and Technology] (ORCID:0000000320927201)",
                "Jarpe, Steve P. (ORCID:0009000493428416)"
              ],
              "publication_date": "2025-03-16",
              "product_type": "Dataset",
              "doi": "10.15121/2541598",
              "research_orgs": [
                "DOE Geothermal Data Repository",
                "EMR Solutions and Technology"
              ],
              "site_code": "DOE-GDR"
            },
            {
              "id": "2531108",
              "title": "Utah FORGE: Well 16B(78)-32 DTS, RFS DSS Strain, and Absolute Strain Circulation Test Fiber Optic Data - August 2024",
              "authors": [
                "Jurick, Dana [Neubrex Energy Services (US), LLC]",
                "Khatara, Sajan",
                "Guzik, Artur"
              ],
              "publication_date": "2024-08-29",
              "product_type": "Dataset",
              "doi": "10.15121/2531108",
              "research_orgs": [
                "DOE Geothermal Data Repository",
                "Neubrex Energy Services (US), LLC"
              ],
              "site_code": "DOE-GDR"
            }
          ],
          "record_count": 2,
          "total_matches": 1035,
          "note": "These are metadata records pointing at data held elsewhere. DOE Data Explorer hosts nothing itself: use the DOI or landing page in access_recipes to reach the actual data, and expect some repositories to require an account this record does not mention."
        },
        "provenance": [
          {
            "id": "source_01",
            "source_id": "osti-data-explorer",
            "steward": "Office of Scientific and Technical Information",
            "system": "DOE Data Explorer",
            "dataset": "DOE Data Explorer",
            "dataset_version": "current",
            "authority_level": "official_secondary",
            "access_path": "live",
            "source_updated_at": null,
            "retrieved_at": "2026-11-09T00:00:00Z",
            "cache_age_seconds": 0
          }
        ],
        "evidence": [
          {
            "id": "evidence_01",
            "source_ref": "source_01",
            "record_id": "2541598",
            "locator": "https://www.osti.gov/dataexplorer/biblio/2541598",
            "retrieved_at": "2026-11-09T00:00:00Z",
            "effective_at": "2025-03-31T19:08:19Z",
            "transformations": [
              "normalize"
            ],
            "payload_hash": null,
            "raw_recovery": "available"
          },
          {
            "id": "evidence_02",
            "source_ref": "source_01",
            "record_id": "2531108",
            "locator": "https://www.osti.gov/dataexplorer/biblio/2531108",
            "retrieved_at": "2026-11-09T00:00:00Z",
            "effective_at": "2025-03-18T18:40:22Z",
            "transformations": [
              "normalize"
            ],
            "payload_hash": null,
            "raw_recovery": "available"
          }
        ],
        "coverage": {
          "registry": "covered",
          "execution": "complete",
          "pagination": "truncated",
          "source_claim": "partial",
          "result": "hit",
          "sources_searched": [
            "osti-data-explorer"
          ],
          "known_limitations": [
            "A record's `site_url` points wherever the submitting repository said, and that host is outside this source's egress allowlist. The URL is returned as data and never fetched.",
            "Coverage depends on submission. A repository that never registered its datasets with OSTI is invisible here however public it is, so an empty result is a statement about registration, not about existence.",
            "Points at data, never holds it. A DDE record answers \"where is this dataset and what is its DOI\"; reaching the bytes is a second step, and one that may need an account the record does not mention.",
            "`site_ownership_code` is the field that makes single-repository views possible (DOE-GDR returns 1,035 records, checked live 2026-09-02) but its vocabulary is OSTI's own and is not published as an enumerable list. Codes are discovered from returned records, not from a dictionary."
          ]
        },
        "warnings": [
          {
            "code": "terms_note",
            "message": "No published rate limit, same as the rest of the OSTI family.",
            "source_id": "osti-data-explorer"
          },
          {
            "code": "derived_layer",
            "message": "Dataset discovery returns catalog metadata, not measurements. For user-facility raw data \u2014 beamlines, reactors, tokamaks \u2014 there is generally nothing to find: that data is proposal-gated by design and is not a coverage gap here.",
            "source_id": "osti-data-explorer"
          }
        ],
        "access_recipes": [
          {
            "kind": "doi",
            "uri": "https://doi.org/10.15121/2541598",
            "label": "Utah FORGE: Seismic DAS and Geophone Borehole Data Processing and 3D Imaging\u2026",
            "instructions": null,
            "requires_account": false,
            "approximate_size": null
          },
          {
            "kind": "fulltext_pdf",
            "uri": "https://www.osti.gov/dataexplorer/servlets/purl/2541598",
            "label": "Full text (OSTI)",
            "instructions": null,
            "requires_account": false,
            "approximate_size": null
          },
          {
            "kind": "landing_page",
            "uri": "https://gdr.openei.org/submissions/1723",
            "label": "Dataset landing page",
            "instructions": "The repository that actually holds this data. It may require an account the catalog record does not mention.",
            "requires_account": false,
            "approximate_size": null
          },
          {
            "kind": "doi",
            "uri": "https://doi.org/10.15121/2531108",
            "label": "Utah FORGE: Well 16B(78)-32 DTS, RFS DSS Strain, and Absolute Strain\u2026",
            "instructions": null,
            "requires_account": false,
            "approximate_size": null
          },
          {
            "kind": "fulltext_pdf",
            "uri": "https://www.osti.gov/dataexplorer/servlets/purl/2531108",
            "label": "Full text (OSTI)",
            "instructions": null,
            "requires_account": false,
            "approximate_size": null
          },
          {
            "kind": "landing_page",
            "uri": "https://gdr.openei.org/submissions/1721",
            "label": "Dataset landing page",
            "instructions": "The repository that actually holds this data. It may require an account the catalog record does not mention.",
            "requires_account": false,
            "approximate_size": null
          }
        ],
        "_execution": {
          "server": "doe-mcp",
          "server_version": "0.1.0.dev0",
          "tool": "research.search_datasets",
          "tool_contract_version": "1",
          "envelope_version": "1",
          "adapters": {
            "osti_family": "1",
            "opendatasoft": "1",
            "json_document": "1",
            "curated": "1",
            "eia_v2": "1",
            "fueleconomy": "1",
            "text_feed": "1",
            "postgrest": "1",
            "federal_register": "1",
            "vips": "1",
            "daymet": "1",
            "essdive": "1",
            "esgf": "1",
            "sage": "1",
            "optimade": "1",
            "basis_sets": "1",
            "facility_status": "1",
            "gcam_csv": "1",
            "nmdc": "1",
            "none": "1",
            "self_registry": "1"
          },
          "registry_revision": "2026-11-09",
          "request_id": "recorded-workflow"
        }
      }
    }
  ],
  "drafts": [
    {
      "status": "draft_metadata_only",
      "metadata": {
        "id": "2541598",
        "title": "Utah FORGE: Seismic DAS and Geophone Borehole Data Processing and 3D Imaging of Vp/Vs Ratio in the 2024 Stimulated Reservoir",
        "authors": [
          "Gritto, Roland [EMR Solutions and Technology] (ORCID:0000000320927201)",
          "Jarpe, Steve P. (ORCID:0009000493428416)"
        ],
        "publication_date": "2025-03-16",
        "product_type": "Dataset",
        "doi": "10.15121/2541598",
        "research_orgs": [
          "DOE Geothermal Data Repository",
          "EMR Solutions and Technology"
        ],
        "site_code": "DOE-GDR"
      },
      "evidence": [
        {
          "source_ref": "source_01",
          "record_id": "2541598",
          "locator": "https://www.osti.gov/dataexplorer/biblio/2541598"
        }
      ],
      "needs_owner_review": [
        "Downloadable files and access conditions",
        "File formats, sizes and checksums",
        "License and permitted reuse",
        "Sensitivity and governance review",
        "Data quality and suitability for AI use"
      ]
    },
    {
      "status": "draft_metadata_only",
      "metadata": {
        "id": "2531108",
        "title": "Utah FORGE: Well 16B(78)-32 DTS, RFS DSS Strain, and Absolute Strain Circulation Test Fiber Optic Data - August 2024",
        "authors": [
          "Jurick, Dana [Neubrex Energy Services (US), LLC]",
          "Khatara, Sajan",
          "Guzik, Artur"
        ],
        "publication_date": "2024-08-29",
        "product_type": "Dataset",
        "doi": "10.15121/2531108",
        "research_orgs": [
          "DOE Geothermal Data Repository",
          "Neubrex Energy Services (US), LLC"
        ],
        "site_code": "DOE-GDR"
      },
      "evidence": [
        {
          "source_ref": "source_01",
          "record_id": "2531108",
          "locator": "https://www.osti.gov/dataexplorer/biblio/2531108"
        }
      ],
      "needs_owner_review": [
        "Downloadable files and access conditions",
        "File formats, sizes and checksums",
        "License and permitted reuse",
        "Sensitivity and governance review",
        "Data quality and suitability for AI use"
      ]
    }
  ]
}