{
  "project": "FEMSurrogateTutorial",
  "phase": "3-notebooks-and-final-verification",
  "steps": [
    {
      "step": 0,
      "name": "dataset-notebook",
      "status": "completed",
      "summary": "Added and executed dataset notebook that validates BeamExamples, generates LHS samples, builds FEM dataset, and writes reference CSV/metadata."
    },
    {
      "step": 1,
      "name": "model-notebooks",
      "status": "completed",
      "summary": "Added and executed five model notebooks sharing the same dataset, target, and split seed while saving metrics, predictions, and diagnostic figures."
    },
    {
      "step": 2,
      "name": "comparison-notebook",
      "status": "completed",
      "summary": "Added and executed comparison notebook that reads saved metrics and writes model comparison CSV and figures without retraining."
    },
    {
      "step": 3,
      "name": "final-verification",
      "status": "completed",
      "summary": "Ran full pytest, ruff, all seven nbconvert executions, and verified comparison outputs exist."
    }
  ]
}