{
  "run_id": "20251212_042427_run",
  "metadata": {
    "protocol": "toy_protocol",
    "protocol_version": "0.1.0",
    "min_foodspec_version": null,
    "seed": 0,
    "inputs": [
      "  oil_type matrix  heating_stage  I_1742  I_2720\n0        A    oil              0      10       5\n1        A    oil              1       9       5\n2        B    oil              0       6       5\n3        B    oil              1       5       5"
    ],
    "validation_strategy": "standard",
    "auto_adjustments": {
      "cv_folds": 2
    },
    "logs": [
      "[auto] Reduced CV folds to 2 due to small class counts.",
      "[rq_analysis] completed"
    ]
  },
  "tables": [
    "stability_summary",
    "discriminative_summary",
    "feature_importance",
    "heating_trend_summary",
    "oil_vs_chips_summary",
    "normalization_comparison",
    "minimal_panel"
  ],
  "figures": [],
  "warnings": [
    "Column 'matrix' is constant.",
    "Column 'I_2720' is constant."
  ],
  "models": [],
  "validation": "standard",
  "harmonization": {}
}