{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "$id": "https://api-evangelist.github.io/baker-hughes/json-schema/baker-hughes-prediction-schema.json",
  "title": "Prediction",
  "description": "AI-generated predictive maintenance forecast from Baker Hughes BHC3 AI Suite.",
  "type": "object",
  "properties": {
    "predictionId": {
      "type": "string",
      "description": "Unique identifier for the prediction."
    },
    "assetId": {
      "type": "string",
      "description": "Identifier of the asset this prediction applies to."
    },
    "predictionType": {
      "type": "string",
      "description": "Category of prediction.",
      "enum": ["failure", "maintenance", "production", "efficiency", "well-integrity"]
    },
    "failureProbability": {
      "type": "number",
      "description": "Probability of failure in the next prediction window (0.0 to 1.0).",
      "minimum": 0,
      "maximum": 1
    },
    "estimatedTimeToFailure": {
      "type": "string",
      "description": "Estimated time until failure expressed as ISO 8601 duration (e.g., P7D for 7 days)."
    },
    "confidenceScore": {
      "type": "number",
      "description": "Model confidence in this prediction (0.0 to 1.0).",
      "minimum": 0,
      "maximum": 1
    },
    "recommendedAction": {
      "type": "string",
      "description": "Recommended maintenance or operational action."
    },
    "generatedAt": {
      "type": "string",
      "format": "date-time",
      "description": "Timestamp when this prediction was generated."
    }
  },
  "required": ["predictionId", "assetId", "predictionType", "failureProbability", "recommendedAction"]
}