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          "input_sha256": "sha256 of the canonical JSON {input: value} over the payload's feature_names (v3_serving.input_digest of v3.inputs)"
        }
      },
      "receipt_sha256": "6132da07099c0f2c5db636196dea0b4fdd008d7b162054d8c0959b5c4a9116e9",
      "calibrator_sha256": "f8cefdc76949b0e0d8fbca93a3fb3d46e46a4ca545b4ab1ea9cf5a8df61d2a7e",
      "t2b_shadow": {
        "probability_60min": 1.1268692851971548e-06,
        "p60_w": {
          "margin": -6.881610720493582,
          "served": 1.6524311627813786e-06,
          "recal": 1.1268692851971548e-06
        },
        "p60": {
          "margin": -7.149505456855348,
          "served": 1.1585921743244018e-06,
          "recal": 6.648131662763961e-07
        },
        "p30": {
          "margin": -6.615026870030432,
          "served": 1.1023335076953068e-06,
          "recal": 1.4137916250528804e-06
        },
        "p90": {
          "margin": -6.964014270661846,
          "served": 1.7255721241882056e-06,
          "recal": 8.915569418099346e-07
        }
      }
    }
  ],
  "disclaimer": "Independent hazard intelligence platform. Always follow official NWS/USGS guidance.",
  "updated_at": "2026-10-18T09:05:57.594910Z",
  "recent_predictions": [
    {
      "timestamp": "2026-10-18T06:55:30.787944Z",
      "n_storms": 15,
      "max_prob": 0.0011,
      "hash": "c869327b10ef30f0..."
    },
    {
      "timestamp": "2026-10-18T04:54:24.803406Z",
      "n_storms": 24,
      "max_prob": 0.0007,
      "hash": "c2a24a2de4fab9c7..."
    },
    {
      "timestamp": "2026-10-18T02:52:58.569817Z",
      "n_storms": 22,
      "max_prob": 0.0002,
      "hash": "9fa3efb1c7d93aed..."
    },
    {
      "timestamp": "2026-10-18T00:51:38.792312Z",
      "n_storms": 36,
      "max_prob": 0.0014,
      "hash": "266cbdf4d0a109c2..."
    },
    {
      "timestamp": "2026-10-17T22:50:04.230932Z",
      "n_storms": 38,
      "max_prob": 0.0006,
      "hash": "9f307e632c6e80b1..."
    },
    {
      "timestamp": "2026-10-17T20:48:49.077449Z",
      "n_storms": 35,
      "max_prob": 0.0006,
      "hash": "7012fc9303713abe..."
    },
    {
      "timestamp": "2026-10-17T18:51:20.639091Z",
      "n_storms": 40,
      "max_prob": 0.0007,
      "hash": "f274db9c2daea345..."
    },
    {
      "timestamp": "2026-10-17T16:54:45.679446Z",
      "n_storms": 43,
      "max_prob": 0.0002,
      "hash": "0813d37adb9c1808..."
    },
    {
      "timestamp": "2026-10-17T14:53:17.685508Z",
      "n_storms": 38,
      "max_prob": 0.0021,
      "hash": "50fa416f2f20c6ff..."
    },
    {
      "timestamp": "2026-10-17T12:51:58.362432Z",
      "n_storms": 41,
      "max_prob": 0.0002,
      "hash": "740a5da1b650edb6..."
    }
  ],
  "data_valid_time": "2026-10-18T09:02:38Z",
  "input_age_at_issue_min": 3.3,
  "input_gaps": {
    "census": "newest file",
    "feed_valid_time": "20261018_090238 UTC",
    "n_objects": 19,
    "n_feed_attributes": 48,
    "absent": [
      {
        "input": "p_ps",
        "label": "ProbSevere severe probability",
        "source": [
          "PS"
        ],
        "fed": "zero",
        "model_splits": 196
      },
      {
        "input": "p_vil_density",
        "label": "VIL density",
        "source": [
          "VIL_DENSITY",
          "VILD"
        ],
        "fed": "zero",
        "model_splits": 486
      },
      {
        "input": "p_maxrc_icecf",
        "label": "satellite glaciation rate",
        "source": [
          "MAXRC_ICECF"
        ],
        "fed": "missing",
        "model_splits": 0
      }
    ],
    "partial": [],
    "changed_format": [
      {
        "input": "p_avg_beam_hgt",
        "label": "radar beam height",
        "source": [
          "AVG_BEAM_HGT"
        ],
        "fed": "the bare number",
        "model_splits": 0,
        "documented_format": "'4.09 kft / 1.25 km'",
        "n_objects_not_in_format": 19
      },
      {
        "input": "p_maxrc_emiss",
        "label": "satellite cloud-top growth",
        "source": [
          "MAXRC_EMISS"
        ],
        "fed": "the bare number",
        "model_splits": 0,
        "documented_format": "'2251Z 1.5%/min (weak)'",
        "n_objects_not_in_format": 19
      }
    ]
  },
  "product_coherence": {
    "rule": "p30 <= p60 <= p90 and p_ef2 <= p60; a product outside its nesting is clipped to p60",
    "n_storms_with_products": 19,
    "clipped": {
      "p30": 0,
      "p90": 8,
      "p_ef2": 0
    },
    "clipped_rate": {
      "p30": 0.0,
      "p90": 0.4211,
      "p_ef2": 0.0
    }
  },
  "t2b_shadow": {
    "status": "ok",
    "program": "docs/TORNADO_MODEL_PROGRAM.md amendment 11",
    "published": false,
    "artifact": "results/models/tornado_v3_recal_t2b.json",
    "artifact_sha256": "ef146847cc503ce32e5ec9b9939e6f1efb189b9ccfa26ad5ac0384f7b46f079e",
    "candidates": {
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        "b": -6.4929595908093924,
        "served_a": 1.0327819630637114,
        "served_b": -6.886199715574037,
        "payload": "tornado_v3_w_30.json",
        "payload_sha256": "c45167a49056eb64fe01c1eecfb8acd8e35f2cae95d9e4f84a01913782864676"
      },
      "p60": {
        "a": 1.1186053395021356,
        "b": -6.226284145081627,
        "served_a": 1.0169782457791356,
        "served_b": -6.397412256436702,
        "payload": "tornado_v3.json",
        "payload_sha256": "9005905f08b71b640a8e9dfe143be93e9ecee2606740c9a361f6c1999f75ac79"
      },
      "p60_w": {
        "a": 1.0681296534661402,
        "b": -6.345613713334546,
        "served_a": 1.0059279986219851,
        "served_b": -6.390856370704651,
        "payload": "tornado_v3_w.json",
        "payload_sha256": "05a06c843c87c99e10e95bfea8f7d542b9d9e5ec14151cfe4dc1252715b3a4ba"
      },
      "p90": {
        "a": 1.1105434631672604,
        "b": -6.196455112526138,
        "served_a": 1.012410296694961,
        "served_b": -6.219510416751649,
        "payload": "tornado_v3_w_90.json",
        "payload_sha256": "58208efc4bb403bb62f6fe630581588c1342eeaf0ccde867c180bafbadca74fa"
      }
    }
  }
}
