{
  "artifact_type": "illustrative_recommendation_trace",
  "product": {
    "name": "career atlas",
    "name_status": "working_title",
    "project_status": "teammate_prototype"
  },
  "source": {
    "type": "teammate_provided_portfolio_brief",
    "received_at": "2026-07-16T00:46:59-04:00",
    "engine_repository_supplied": false,
    "generated_engine_output_supplied": false
  },
  "is_live_result": false,
  "illustrative_input": {
    "interest_framework": "RIASEC",
    "scores": {
      "investigative": 0.82,
      "artistic": 0.68,
      "social": 0.61,
      "enterprising": 0.42,
      "conventional": 0.35,
      "realistic": 0.28
    },
    "boundary": "Self-reported interests describe potential engagement. They do not measure aptitude or determine a student's future."
  },
  "illustrative_output": {
    "career": "urban and regional planning",
    "ranking": null,
    "confidence": null,
    "trace": [
      { "stage": "profile_signal", "value": "I 0.82, A 0.68, S 0.61", "status": "illustrative" },
      { "stage": "occupation_source", "value": "O*NET record required", "status": "not_attached" },
      { "stage": "uae_localisation", "value": "crosswalk evidence and confidence required", "status": "not_attached" },
      { "stage": "demand_context", "value": "brief describes historical UAE signal from 2011-2019", "status": "brief_stated_not_verified_here" },
      { "stage": "study_route", "value": "route evidence required", "status": "not_attached" }
    ]
  },
  "production_evidence_required": [
    "versioned input profile",
    "occupation dataset record and version",
    "UAE occupation crosswalk with confidence",
    "dated labour-market source",
    "study-route source",
    "generated recommendation output",
    "test result covering the trace"
  ]
}