{
  "$schema": "https://justlay.me/schemas/model-card.schema.json",
  "id": "grey-mirror-taxonomy-v1",
  "name": "Grey Mirror Taxonomy Classifier",
  "version": "1.0.0",
  "status": "active",
  "intendedUse": [
    "Classify user-supplied relationship messages into Grey Mirror taxonomy signals for reflective reports."
  ],
  "outOfScopeUse": [
    "Clinical classification",
    "Legal conclusions",
    "Emergency-risk scoring",
    "Replacing qualified professional support"
  ],
  "inputs": [
    "Normalized message text",
    "Conversation windows",
    "Sender labels where available",
    "Timestamp metadata where available"
  ],
  "outputs": [
    "Taxonomy labels",
    "Confidence values",
    "Window-level evidence references",
    "Derived behavioral signal summaries"
  ],
  "risks": [
    "Context loss from incomplete exports",
    "Participant attribution errors",
    "Sarcasm, humor, and indirect language ambiguity",
    "Overinterpretation of low-confidence labels"
  ],
  "knownLimitations": [
    "Strongest when the export is complete, attributed, and timestamped.",
    "Confidence drops when sender labels, timestamps, or context windows are incomplete.",
    "Outputs are relationship-reflection signals with evidence references and confidence labels."
  ],
  "trainingDataPolicy": "Uploaded relationship content is used only to generate the requested report and to operate, secure, debug, and support the service. It is not used to train or fine-tune model weights. Public external narrative providers receive derived report facts rather than complete raw transcripts or evidence excerpts by default.",
  "evaluationNotes": [
    "Publish benchmark and error-analysis details only after the evaluation set and review process are documented."
  ],
  "lastReviewed": "2026-05-04",
  "owner": "Grey Mirror ML Engineering",
  "reviewer": "Grey Mirror Policy Review",
  "publicDocs": [
    "https://thegreymirror.com/grey-mirror/methodology",
    "https://thegreymirror.com/grey-mirror/relationship-text-analysis-metrics",
    "https://thegreymirror.com/trust"
  ]
}