MODEL QUALIFICATION DOSSIER · SHA-256 PROVENANCE

example-model · unrecorded

Scientific decision support inside a declared project context

Download machine-readable JSON Back to Verification OS

Intended use

Scientific decision support

Context of use

Scientific decision support inside a declared project context

Training-data provenance

unknown

Validation datasets

Declare validation dataset versions

Applicability domain

Declare biological, chemical, population and operating boundaries

Known failures

Record model-specific failure modes before qualification

Reproducibility evidence

Attach replay/test evidence

Deviations

No deviations recorded.

Review

Scientific reviewer: pending

Citable snapshot

BA-SHA256-9b728b0aa5cfe15836e2be61

9b728b0aa5cfe15836e2be619e287d1f13a47f4e0d6316e85d1ef480edb3acf9

sha256 · server-signature-required-for-governed-archive

Machine-readable provenance manifest

{
  "schema": "bioatlas.qualification.provenance.v2",
  "generatedAt": "2026-08-23T14:39:36.501Z",
  "model": {
    "id": "example-model",
    "name": "example-model",
    "version": "unrecorded"
  },
  "intendedUse": "Scientific decision support",
  "contextOfUse": "Scientific decision support inside a declared project context",
  "validationDatasets": [
    "Declare validation dataset versions"
  ],
  "reproducibilityEvidence": [
    "Attach replay/test evidence"
  ],
  "changeHistory": [],
  "reviewers": [
    {
      "role": "Scientific reviewer",
      "state": "pending",
      "signatureDigest": null
    }
  ],
  "sourceIds": [],
  "artifactHashes": [],
  "verificationObjectHashes": [],
  "softwareEnvironment": {},
  "qualificationReviewIds": []
}

JSON-LD

{
  "@context": "https://schema.org",
  "@type": "TechArticle",
  "name": "BioAtlas model qualification dossier — example-model",
  "dateCreated": "2026-08-23T14:39:36.501Z",
  "about": {
    "@type": "SoftwareApplication",
    "name": "example-model",
    "softwareVersion": "unrecorded"
  },
  "description": "Scientific decision support inside a declared project context",
  "isBasedOn": [
    "Declare validation dataset versions"
  ],
  "hasPart": [
    {
      "@type": "Dataset",
      "name": "Applicability domain",
      "description": "Declare biological, chemical, population and operating boundaries"
    },
    {
      "@type": "Dataset",
      "name": "Known failure modes",
      "description": "Record model-specific failure modes before qualification"
    },
    {
      "@type": "Dataset",
      "name": "Reproducibility evidence",
      "description": "Attach replay/test evidence"
    }
  ],
  "identifier": "BA-SHA256-9b728b0aa5cfe15836e2be61"
}

This dossier supports model qualification and governance; it does not itself confer regulatory qualification or acceptance.