{
  "schema_version": "forecast-artifact.v1",
  "run": {
    "run_id": "2026-08-24T17-35-00-07-00__m0.2.0__d7385f27c0aae",
    "status": "research_preview",
    "generated_at": "2026-08-24T17:35:00-07:00",
    "data_cutoff": "2026-08-24T17:10:00-07:00",
    "election_date": "2026-11-03",
    "timezone": "America/Los_Angeles",
    "days_to_election": 71,
    "model_version": "0.2.0",
    "methodology_version": "generic-polling-0.2",
    "data_version": "7385f27c0aae",
    "simulation_count": 40000,
    "random_seed": 2026082402,
    "validation_state": "research_preview",
    "model_kind": "polling_only_research_preview"
  },
  "candidates": [
    {
      "candidate_id": "aaron_ford",
      "name": "Aaron Ford",
      "party": "Democratic",
      "role": "democratic_nominee",
      "is_aggregate": false
    },
    {
      "candidate_id": "joseph_lombardo",
      "name": "Joe Lombardo",
      "party": "Republican",
      "role": "republican_nominee",
      "is_aggregate": false
    },
    {
      "candidate_id": "other_candidates",
      "name": "Danielle Ford, None, and others (aggregate)",
      "party": "Other",
      "role": "aggregate_remainder",
      "is_aggregate": true
    }
  ],
  "views": {
    "nowcast": {
      "label": "If voting ended today",
      "leader_candidate_id": "joseph_lombardo",
      "candidates": [
        {
          "candidate_id": "aaron_ford",
          "name": "Aaron Ford",
          "party": "Democratic",
          "is_aggregate": false,
          "win_probability": 0.4742,
          "vote_share": {
            "median": 45.835,
            "mean": 45.9047,
            "interval_50": {
              "lower": 42.0023,
              "upper": 49.6703
            },
            "interval_80": {
              "lower": 38.7094,
              "upper": 53.2034
            }
          }
        },
        {
          "candidate_id": "joseph_lombardo",
          "name": "Joe Lombardo",
          "party": "Republican",
          "is_aggregate": false,
          "win_probability": 0.5258,
          "vote_share": {
            "median": 46.4583,
            "mean": 46.5746,
            "interval_50": {
              "lower": 42.7098,
              "upper": 50.3627
            },
            "interval_80": {
              "lower": 39.3939,
              "upper": 53.8873
            }
          }
        },
        {
          "candidate_id": "other_candidates",
          "name": "Danielle Ford, None, and others (aggregate)",
          "party": "Other",
          "is_aggregate": true,
          "win_probability": null,
          "win_probability_status": "not_modeled",
          "vote_share": {
            "median": 7.2855,
            "mean": 7.5207,
            "interval_50": {
              "lower": 3.5342,
              "upper": 11.0286
            },
            "interval_80": {
              "lower": 0.2073,
              "upper": 14.4172
            }
          }
        }
      ],
      "probability_scope": "conditional_on_one_of_the_two_modeled_major_candidates_winning",
      "major_candidate_margin": {
        "median": -0.6482,
        "mean": -0.6699,
        "interval_50": {
          "lower": -7.486,
          "upper": 6.1325
        },
        "interval_80": {
          "lower": -13.5627,
          "upper": 12.1419
        }
      },
      "normalized_two_candidate_margin": {
        "median": -0.7069,
        "mean": -0.7284,
        "interval_50": {
          "lower": -8.1018,
          "upper": 6.6291
        },
        "interval_80": {
          "lower": -14.666,
          "upper": 13.1588
        }
      },
      "margin_convention": "Positive values indicate Aaron Ford leads; negative values indicate Joe Lombardo leads."
    },
    "election_forecast": {
      "label": "Election-day forecast",
      "leader_candidate_id": "joseph_lombardo",
      "candidates": [
        {
          "candidate_id": "aaron_ford",
          "name": "Aaron Ford",
          "party": "Democratic",
          "is_aggregate": false,
          "win_probability": 0.466625,
          "vote_share": {
            "median": 45.7787,
            "mean": 45.8743,
            "interval_50": {
              "lower": 42.2392,
              "upper": 49.4194
            },
            "interval_80": {
              "lower": 39.047,
              "upper": 52.8369
            }
          }
        },
        {
          "candidate_id": "joseph_lombardo",
          "name": "Joe Lombardo",
          "party": "Republican",
          "is_aggregate": false,
          "win_probability": 0.533375,
          "vote_share": {
            "median": 46.4967,
            "mean": 46.581,
            "interval_50": {
              "lower": 42.9087,
              "upper": 50.1904
            },
            "interval_80": {
              "lower": 39.5981,
              "upper": 53.6382
            }
          }
        },
        {
          "candidate_id": "other_candidates",
          "name": "Danielle Ford, None, and others (aggregate)",
          "party": "Other",
          "is_aggregate": true,
          "win_probability": null,
          "win_probability_status": "not_modeled",
          "vote_share": {
            "median": 7.2545,
            "mean": 7.5447,
            "interval_50": {
              "lower": 3.1412,
              "upper": 11.3512
            },
            "interval_80": {
              "lower": 0.0,
              "upper": 14.9715
            }
          }
        }
      ],
      "probability_scope": "conditional_on_one_of_the_two_modeled_major_candidates_winning",
      "major_candidate_margin": {
        "median": -0.7202,
        "mean": -0.7067,
        "interval_50": {
          "lower": -6.714,
          "upper": 5.291
        },
        "interval_80": {
          "lower": -12.5772,
          "upper": 11.2332
        }
      },
      "normalized_two_candidate_margin": {
        "median": -0.7826,
        "mean": -0.761,
        "interval_50": {
          "lower": -7.2953,
          "upper": 5.731
        },
        "interval_80": {
          "lower": -13.6289,
          "upper": 12.1758
        }
      },
      "margin_convention": "Positive values indicate Aaron Ford leads; negative values indicate Joe Lombardo leads."
    }
  },
  "components": {
    "polls": {
      "available": true,
      "normalized_two_candidate_margin": {
        "median": -0.7069,
        "mean": -0.7284,
        "interval_50": {
          "lower": -8.1018,
          "upper": 6.6291
        },
        "interval_80": {
          "lower": -14.666,
          "upper": 13.1588
        }
      },
      "accepted_count": 2,
      "distinct_pollsters": 2,
      "effective_poll_count": 1.113
    },
    "historical_reference": {
      "available": true,
      "normalized_two_candidate_margin": {
        "median": -2.3658,
        "mean": -2.3658,
        "interval_50": {
          "lower": -2.3658,
          "upper": -2.3658
        },
        "interval_80": {
          "lower": -2.3658,
          "upper": -2.3658
        }
      },
      "forecast_effect": 0
    },
    "combined": {
      "available": true,
      "normalized_two_candidate_margin": {
        "median": -0.7826,
        "mean": -0.761,
        "interval_50": {
          "lower": -7.2953,
          "upper": 5.731
        },
        "interval_80": {
          "lower": -13.6289,
          "upper": 12.1758
        }
      },
      "poll_influence": 1.0,
      "historical_reference_influence": 0.0,
      "historical_error_calibration": {
        "algorithm_version": "weighted-poll-baseline-0.1.0",
        "implementation_version": "production-poll-aggregation-backtest-0.3.0",
        "scope": "Out-of-time production-aggregator polling error by days before Election Day. This calibrates the polls-only baseline and does not validate the full fundamentals model.",
        "selected_horizon_days": 60,
        "selected_stratum": "sparse_polling",
        "race_count": 17,
        "mae": 8.2313,
        "rmse": 10.2334,
        "error_sd": 10.2661,
        "central_80_error": [
          -11.568,
          10.592
        ]
      },
      "error_distribution": "student_t",
      "error_degrees_of_freedom": 7.0
    },
    "election_rule": {
      "rule": "plurality",
      "runoff_probability": 0.0,
      "treatment": "The named candidate with the most simulated votes wins the draw."
    }
  },
  "bridge": [
    {
      "stage_id": "previous_governor_result",
      "label": "Certified 2022 governor result",
      "description": "Steve Sisolak versus Joe Lombardo, with other named candidates and None retained in the remainder.",
      "normalized_two_candidate_margin": {
        "median": -1.571,
        "mean": -1.571,
        "interval_50": {
          "lower": -1.571,
          "upper": -1.571
        },
        "interval_80": {
          "lower": -1.571,
          "upper": -1.571
        }
      },
      "candidate_vote_shares": {
        "aaron_ford": 47.297097,
        "joseph_lombardo": 48.806904,
        "other_candidates": 3.895999
      },
      "source_ids": [
        "nv_sos_2022_governor"
      ],
      "forecast_effect": 0,
      "is_model_estimate": false
    },
    {
      "stage_id": "presidential_2024_result",
      "label": "Certified 2024 presidential result",
      "description": "Nevada's certified presidential vote, shown only as a recent statewide comparison.",
      "normalized_two_candidate_margin": {
        "median": -3.1607,
        "mean": -3.1607,
        "interval_50": {
          "lower": -3.1607,
          "upper": -3.1607
        },
        "interval_80": {
          "lower": -3.1607,
          "upper": -3.1607
        }
      },
      "candidate_vote_shares": {
        "aaron_ford": 47.49,
        "joseph_lombardo": 50.59,
        "other_candidates": 1.92
      },
      "source_ids": [
        "fec_2024_president"
      ],
      "forecast_effect": 0,
      "is_model_estimate": false
    },
    {
      "stage_id": "structural_2026",
      "label": "Historical reference midpoint",
      "description": "The midpoint of the certified governor and presidential two-party margins. It is a descriptive comparison with exactly zero separate forecast effect.",
      "normalized_two_candidate_margin": {
        "median": -2.3658,
        "mean": -2.3658,
        "interval_50": {
          "lower": -2.3658,
          "upper": -2.3658
        },
        "interval_80": {
          "lower": -2.3658,
          "upper": -2.3658
        }
      },
      "forecast_effect": 0,
      "is_model_estimate": false
    },
    {
      "stage_id": "current_polls",
      "label": "Current polls",
      "description": "Quality-, recency-, sponsor-, and correlation-adjusted estimate from reviewed polls.",
      "normalized_two_candidate_margin": {
        "median": -0.7069,
        "mean": -0.7284,
        "interval_50": {
          "lower": -8.1018,
          "upper": 6.6291
        },
        "interval_80": {
          "lower": -14.666,
          "upper": 13.1588
        }
      },
      "available": true,
      "is_model_estimate": true
    },
    {
      "stage_id": "november_forecast",
      "label": "Election Day forecast",
      "description": "The current polling center with uncertainty set by the nearest out-of-time gubernatorial polling-error calibration; historical reference results add no points.",
      "normalized_two_candidate_margin": {
        "median": -0.7826,
        "mean": -0.761,
        "interval_50": {
          "lower": -7.2953,
          "upper": 5.731
        },
        "interval_80": {
          "lower": -13.6289,
          "upper": 12.1758
        }
      },
      "is_model_estimate": true
    }
  ],
  "bridge_diagnostics": null,
  "polls": [
    {
      "poll_id": "2026-07-16-ppp-ford-lombardo",
      "pollster": "Public Policy Polling",
      "sponsor": "Democratic Governors Association",
      "partisan_sponsor": "D",
      "field_start": "2026-07-15",
      "field_end": "2026-07-16",
      "published_at": "2026-07-20T23:59:59.999999-07:00",
      "population": "LV",
      "sample_size": 558,
      "sample_size_disclosed": true,
      "mode": "Telephone and text-to-web",
      "raw": {
        "aaron_ford": 44.0,
        "joseph_lombardo": 44.0,
        "other": null,
        "undecided": 12.0
      },
      "other_share_disclosed": false,
      "raw_two_candidate_margin": 0.0,
      "adjusted_two_candidate_margin": -0.8,
      "other_decided_share": 0.0,
      "house_effect_adjustment": -0.0,
      "sponsorship_adjustment": -0.8,
      "quality_multiplier": 0.393494,
      "recency_multiplier": 0.38081,
      "sampling_sd": 4.233338,
      "review_status": "accepted_with_penalty",
      "review_note": "Original memo reviewed. Apply a Democratic sponsor penalty; the released head-to-head does not separately measure Danielle Ford or None.",
      "source_id": "nv_ppp_july_2026",
      "question_text": "If the election for governor were held today, for whom would you vote?",
      "normalized_weight": 0.946349,
      "model_use": {
        "included": true,
        "reason": "Included under the generic polling-only research-preview rules."
      }
    },
    {
      "poll_id": "2026-03-13-npi-ford-lombardo",
      "pollster": "Noble Predictive Insights",
      "sponsor": "Nevada Public Opinion Pulse",
      "partisan_sponsor": null,
      "field_start": "2026-03-10",
      "field_end": "2026-03-13",
      "published_at": "2026-03-19T23:59:59.999999-07:00",
      "population": "RV",
      "sample_size": 845,
      "sample_size_disclosed": true,
      "mode": "Opt-in online panel",
      "raw": {
        "aaron_ford": 38.0,
        "joseph_lombardo": 39.0,
        "other": 6.0,
        "undecided": 17.0
      },
      "other_share_disclosed": true,
      "raw_two_candidate_margin": -1.298701,
      "adjusted_two_candidate_margin": -1.298701,
      "other_decided_share": 7.228916,
      "house_effect_adjustment": -0.0,
      "sponsorship_adjustment": 0.0,
      "quality_multiplier": 0.325125,
      "recency_multiplier": 0.017251,
      "sampling_sd": 3.439814,
      "review_status": "accepted_with_penalty",
      "review_note": "Original methodology and release reviewed. Apply panel and registered-voter penalties; the six-point third-option result is retained in the aggregate remainder.",
      "source_id": "nv_npi_march_2026",
      "question_text": "If the election for governor were held today, for whom would you vote?",
      "normalized_weight": 0.053651,
      "model_use": {
        "included": true,
        "reason": "Included under the generic polling-only research-preview rules."
      }
    }
  ],
  "poll_ledger": [
    {
      "poll_id": "2026-07-16-ppp-ford-lombardo",
      "pollster": "Public Policy Polling",
      "sponsor": "Democratic Governors Association",
      "partisan_sponsor": "D",
      "field_start": "2026-07-15",
      "field_end": "2026-07-16",
      "published_at": "2026-07-20T23:59:59.999999-07:00",
      "population": "LV",
      "sample_size": 558,
      "sample_size_disclosed": true,
      "mode": "Telephone and text-to-web",
      "raw": {
        "aaron_ford": 44.0,
        "joseph_lombardo": 44.0,
        "other": null,
        "undecided": 12.0
      },
      "other_share_disclosed": false,
      "raw_two_candidate_margin": 0.0,
      "adjusted_two_candidate_margin": -0.8,
      "other_decided_share": 0.0,
      "house_effect_adjustment": -0.0,
      "sponsorship_adjustment": -0.8,
      "quality_multiplier": 0.393494,
      "recency_multiplier": 0.38081,
      "sampling_sd": 4.233338,
      "review_status": "accepted_with_penalty",
      "review_note": "Original memo reviewed. Apply a Democratic sponsor penalty; the released head-to-head does not separately measure Danielle Ford or None.",
      "source_id": "nv_ppp_july_2026",
      "question_text": "If the election for governor were held today, for whom would you vote?",
      "normalized_weight": 0.946349,
      "model_use": {
        "included": true,
        "reason": "Included in the current polling average."
      }
    },
    {
      "poll_id": "2026-03-13-npi-ford-lombardo",
      "pollster": "Noble Predictive Insights",
      "sponsor": "Nevada Public Opinion Pulse",
      "partisan_sponsor": null,
      "field_start": "2026-03-10",
      "field_end": "2026-03-13",
      "published_at": "2026-03-19T23:59:59.999999-07:00",
      "population": "RV",
      "sample_size": 845,
      "sample_size_disclosed": true,
      "mode": "Opt-in online panel",
      "raw": {
        "aaron_ford": 38.0,
        "joseph_lombardo": 39.0,
        "other": 6.0,
        "undecided": 17.0
      },
      "other_share_disclosed": true,
      "raw_two_candidate_margin": -1.298701,
      "adjusted_two_candidate_margin": -1.298701,
      "other_decided_share": 7.228916,
      "house_effect_adjustment": -0.0,
      "sponsorship_adjustment": 0.0,
      "quality_multiplier": 0.325125,
      "recency_multiplier": 0.017251,
      "sampling_sd": 3.439814,
      "review_status": "accepted_with_penalty",
      "review_note": "Original methodology and release reviewed. Apply panel and registered-voter penalties; the six-point third-option result is retained in the aggregate remainder.",
      "source_id": "nv_npi_march_2026",
      "question_text": "If the election for governor were held today, for whom would you vote?",
      "normalized_weight": 0.053651,
      "model_use": {
        "included": true,
        "reason": "Included in the current polling average."
      }
    }
  ],
  "poll_exclusions": [],
  "poll_trend": [
    {
      "date": "2026-03-13",
      "poll_id": "2026-03-13-npi-ford-lombardo",
      "adjusted_two_candidate_margin": -1.298701,
      "other_decided_share": 7.228916,
      "weight": 0.053651
    },
    {
      "date": "2026-07-16",
      "poll_id": "2026-07-16-ppp-ford-lombardo",
      "adjusted_two_candidate_margin": -0.8,
      "other_decided_share": 0.0,
      "weight": 0.946349
    }
  ],
  "probability_history": [
    {
      "date": "2026-08-24T17:35:00-07:00",
      "data_cutoff": "2026-08-24T17:10:00-07:00",
      "run_id": "2026-08-24T17-35-00-07-00__m0.2.0__d7385f27c0aae",
      "model_version": "0.2.0",
      "data_version": "7385f27c0aae",
      "margin": -0.7202,
      "low": -12.5772,
      "high": 11.2332,
      "candidate_win_probabilities": {
        "aaron_ford": 0.466625,
        "joseph_lombardo": 0.533375
      },
      "margin_basis": "all_ballot_major_candidate_margin",
      "probability_scope": "conditional_on_one_of_the_two_modeled_major_candidates_winning"
    }
  ],
  "evidence_ledger": [
    {
      "event_id": "nv_2026_major_party_nominees",
      "event_at": "2026-06-09",
      "published_at": "2026-06-10",
      "headline": "Aaron Ford and Joe Lombardo win the Democratic and Republican nominations",
      "category": "candidate_field",
      "candidates": [
        "aaron_ford",
        "joseph_lombardo",
        "other_candidates"
      ],
      "mechanism": "candidate_field",
      "status": "confirmed",
      "source_ids": [
        "nv_primary_2026_ap",
        "nv_2026_candidate_field"
      ],
      "summary": "The major-party matchup is set, while the public page aggregates the named nonpartisan candidate and None in its first preview.",
      "model_treatment": {
        "type": "defined_input_update",
        "effect": "Set the two modeled major candidates and preserve a prominent extra-options warning; no margin adjustment."
      }
    },
    {
      "event_id": "nv_2026_july_polling",
      "event_at": "2026-07-16",
      "published_at": "2026-07-20",
      "headline": "A Democratic-sponsored survey reports a tied Nevada governor race",
      "category": "qualifying_poll",
      "candidates": [
        "aaron_ford",
        "joseph_lombardo"
      ],
      "mechanism": "polling_evidence",
      "status": "confirmed",
      "source_ids": [
        "nv_ppp_july_2026"
      ],
      "summary": "The survey reports Ford and Lombardo tied, with the sponsor relationship reflected in its model weight.",
      "model_treatment": {
        "type": "poll_record",
        "effect": "Include with partisan-sponsor, quality, recency, and sparse-poll uncertainty controls."
      }
    }
  ],
  "context_signals": [],
  "context_assessments": {
    "schema_version": "context-assessments.v1",
    "race_id": "nevada-governor-2026",
    "status": "reviewed",
    "as_of": "2026-08-24",
    "model_status": "commentary_only",
    "forecast_effect": 0,
    "assessment_count": 2,
    "assessments": [
      {
        "id": "nv_state_control_stakes",
        "family": "state_control",
        "direction": "neutral",
        "target_candidate_id": null,
        "confidence": "high",
        "observed_evidence": {
          "summary": "Nevada currently has a Republican governor and Democratic majorities in both legislative chambers.",
          "evidence_source_ids": [
            "nv_state_control_2026"
          ],
          "current_signal_ids": [],
          "related_sample_ids": []
        },
        "analyst_inference": {
          "mechanism": "A Ford win combined with retained Democratic chambers could create unified Democratic control; a Lombardo win would preserve the current executive check if the chamber pattern holds.",
          "interpretation": "The governor race can materially change Nevada's veto, appointment, and agenda-setting balance.",
          "counterweight_or_caveat": "The control outcome is conditional on separate legislative elections and does not itself predict the governor vote.",
          "what_would_change_this": "Certified legislative results would determine whether the governor result produces unified or divided control."
        },
        "model_status": "commentary_only",
        "forecast_effect": 0,
        "dependency_group": "nv_state_control_2026",
        "overlaps_model_component": [],
        "double_count_warning": "Political consequences are commentary only and add zero forecast points.",
        "cadence": "on_control_change",
        "status": "active",
        "as_of": "2026-08-24"
      },
      {
        "id": "nv_extra_options_aggregated",
        "family": "candidate_field",
        "direction": "neutral",
        "target_candidate_id": null,
        "confidence": "high",
        "observed_evidence": {
          "summary": "The ballot includes the two major-party nominees, a named nonpartisan candidate, and Nevada's None of These Candidates option.",
          "evidence_source_ids": [
            "nv_primary_2026_ap",
            "nv_2026_candidate_field"
          ],
          "current_signal_ids": [],
          "related_sample_ids": []
        },
        "analyst_inference": {
          "mechanism": "Extra options can absorb vote share even though None cannot win; Danielle Ford remains a distinct winner-eligible candidate.",
          "interpretation": "The first preview aggregates these options and therefore estimates only the two major candidates' win chances.",
          "counterweight_or_caveat": "Aggregation can hide differential support and must not be read as an individual forecast for Danielle Ford or None.",
          "what_would_change_this": "Repeated full-field surveys would support a separate modeled distribution for the named nonpartisan candidate and None."
        },
        "model_status": "commentary_only",
        "forecast_effect": 0,
        "dependency_group": "nv_candidate_field_2026",
        "overlaps_model_component": [],
        "double_count_warning": "The candidate-field disclosure changes interpretation, not the two-party polling margin.",
        "cadence": "on_new_poll",
        "status": "active",
        "as_of": "2026-08-24"
      }
    ]
  },
  "accuracy": {
    "status": "research_preview",
    "probability_label": "polling-only research preview",
    "modeled_poll_count": 2,
    "distinct_pollsters": 2,
    "context_signal_count": 0,
    "context_signal_forecast_effect": 0,
    "context_assessment_count": 2,
    "context_assessment_forecast_effect": 0,
    "calibration_algorithm_version": "weighted-poll-baseline-0.1.0",
    "calibration_implementation_version": "production-poll-aggregation-backtest-0.3.0",
    "calibration_scope": "Out-of-time production-aggregator polling error by days before Election Day. This calibrates the polls-only baseline and does not validate the full fundamentals model.",
    "backtest_snapshots": [
      {
        "days_before_election": 30,
        "series": "sparse_polling",
        "race_count": 9,
        "mae": 5.4175,
        "rmse": 5.7144,
        "error_sd": 5.9665,
        "central_80_error": [
          -6.9821,
          6.4282
        ]
      },
      {
        "days_before_election": 1,
        "series": "sparse_polling",
        "race_count": 5,
        "mae": 5.9542,
        "rmse": 7.3821,
        "error_sd": 6.9001,
        "central_80_error": [
          -1.6907,
          10.4817
        ]
      }
    ],
    "layers": [
      {
        "layer_id": "candidate_field",
        "label": "Major-party candidate field",
        "status": "major_party_nominees_set_extra_options_aggregated",
        "summary": "Aaron Ford and Joe Lombardo are the major-party nominees. Named nonpartisan candidate Danielle Ford and Nevada's non-winning 'None' option are aggregated in this first two-major-candidate preview."
      },
      {
        "layer_id": "historical_reference",
        "label": "Certified historical reference",
        "status": "descriptive_only",
        "summary": "The prior governor and presidential results are displayed for context and add zero forecast points."
      },
      {
        "layer_id": "poll_aggregation",
        "label": "Poll aggregation",
        "status": "historically_backtested",
        "summary": "Reviewed polls use the same recency, quality, sponsor, and pollster-correlation controls as the archived backtest."
      },
      {
        "layer_id": "directional_context",
        "label": "Reviewed directional context",
        "status": "commentary_only",
        "summary": "2 reviewed assessments explain direction and caveats with exactly zero forecast effect."
      },
      {
        "layer_id": "combined_probability",
        "label": "Polling-only win probability",
        "status": "end_to_end_backtest_pending",
        "summary": "The error layer is historically calibrated; the full race-specific publication remains a research preview."
      }
    ]
  },
  "data_quality": {
    "grade": "D",
    "label": "sparse",
    "score": 54,
    "poll_count": 2,
    "distinct_pollsters": 2,
    "fundamental_feature_count": 0,
    "candidate_field_status": "major_party_nominees_set_extra_options_aggregated",
    "warnings": [
      {
        "code": "polling_only_research_preview",
        "severity": "warning",
        "message": "This expansion forecast is centered on reviewed polling. Certified historical results are descriptive reference points and have no separate forecast effect."
      },
      {
        "code": "combined_model_backtest_pending",
        "severity": "warning",
        "message": "The polling-error layer is historically calibrated, but this race-specific publication has not completed an end-to-end out-of-sample validation cycle."
      },
      {
        "code": "context_assessments_commentary_only",
        "severity": "info",
        "message": "2 reviewed context assessment(s) have exactly zero forecast effect."
      },
      {
        "code": "sparse_polling",
        "severity": "warning",
        "message": "Only 2 reviewed poll(s) are included; the sparse-poll calibration is used."
      },
      {
        "code": "nevada_extra_options_aggregated",
        "severity": "warning",
        "message": "Danielle Ford is a named winner-eligible nonpartisan candidate, while None cannot win. This first preview aggregates both and assigns that remainder no win probability; the displayed Aaron Ford/Joe Lombardo chances are conditional on one of those two winning."
      },
      {
        "code": "nevada_sparse_sponsor_polarized_polling",
        "severity": "warning",
        "message": "Only two current qualifying poll families are included, one Democratic-sponsored and one opt-in online panel."
      },
      {
        "code": "stale_polling",
        "severity": "warning",
        "message": "The newest qualifying poll ended 39 days before the cutoff."
      }
    ]
  },
  "sources": [
    {
      "source_id": "nv_primary_2026_ap",
      "title": "Lombardo and Ford win Nevada governor primaries",
      "publisher": "Associated Press",
      "canonical_url": "https://apnews.com/article/3b464ffdedf689387c5a099ba6c0d060",
      "source_type": "primary_results_report",
      "authority_tier": 2
    },
    {
      "source_id": "nv_2026_candidate_field",
      "title": "2026 Nevada election information",
      "publisher": "Nevada Secretary of State",
      "canonical_url": "https://www.nvsos.gov/sos/elections/election-information/2026-election-information",
      "source_type": "official_candidate_and_election_information",
      "authority_tier": 1
    },
    {
      "source_id": "nv_ppp_july_2026",
      "title": "Nevada governor survey memorandum",
      "publisher": "Public Policy Polling / Democratic Governors Association",
      "canonical_url": "https://www.documentcloud.org/documents/28504180-nevada-ppp-poll-0715-0716/",
      "source_type": "poll_topline",
      "authority_tier": 2
    },
    {
      "source_id": "nv_npi_march_2026",
      "title": "Lombardo keeps pace with Ford as undecideds hold the balance",
      "publisher": "Noble Predictive Insights",
      "canonical_url": "https://www.noblepredictiveinsights.com/post/nvgov-lombardo-keeps-pace-with-ford-as-undecideds-hold-the-balance",
      "source_type": "poll_release",
      "authority_tier": 2
    },
    {
      "source_id": "nv_sos_2022_governor",
      "title": "Nevada 2022 general election results",
      "publisher": "Nevada Secretary of State",
      "canonical_url": "https://silverstateelection.nv.gov/county-results/",
      "source_type": "certified_election_result",
      "authority_tier": 1
    },
    {
      "source_id": "fec_2024_president",
      "title": "Official 2024 presidential general election results",
      "publisher": "Federal Election Commission",
      "canonical_url": "https://www.fec.gov/documents/5644/2024presgeresults.pdf",
      "source_type": "certified_election_result",
      "authority_tier": 1
    },
    {
      "source_id": "nv_state_control_2026",
      "title": "2026 governors and legislatures",
      "publisher": "MultiState",
      "canonical_url": "https://www.multistate.us/resources/2026-governors-and-legislatures",
      "source_type": "state_control_reference",
      "authority_tier": 2
    },
    {
      "source_id": "nv_governor_issues_2026",
      "title": "Where Nevada's 2026 governor candidates stand on the issues",
      "publisher": "The Nevada Independent",
      "canonical_url": "https://thenevadaindependent.com/article/from-abortion-to-taxes-where-nevadas-2026-governor-candidates-stand-on-the-issues",
      "source_type": "issue_comparison",
      "authority_tier": 2
    }
  ],
  "movements": [],
  "net_change_label": null,
  "reproducibility": {
    "input_hashes": {
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      "polls": "caabbed29294ab57d1ac3d3a686219399dde1ed9e93cc699dcacb3231766d643",
      "sources": "f487ddb0631322a44ff6d1679a55b963ce180999874d54a553ba2f93e3df1210",
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    "code_revision": "5c5e61b57d2b7343a52c1333c5fccfe361b969bd",
    "configuration": {
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      "race_id": "nevada-governor-2026",
      "model_kind": "polling_only_research_preview",
      "model_version": "0.2.0",
      "methodology_version": "generic-polling-0.2",
      "candidate_field_status": "major_party_nominees_set_extra_options_aggregated",
      "candidate_field_summary": "Aaron Ford and Joe Lombardo are the major-party nominees. Named nonpartisan candidate Danielle Ford and Nevada's non-winning 'None' option are aggregated in this first two-major-candidate preview.",
      "election": {
        "name": "2026 Nevada gubernatorial election",
        "date": "2026-11-03",
        "timezone": "America/Los_Angeles",
        "rule": "plurality"
      },
      "simulation": {
        "count": 40000,
        "seed": 2026082402
      },
      "candidates": [
        {
          "candidate_id": "aaron_ford",
          "name": "Aaron Ford",
          "party": "Democratic",
          "role": "democratic_nominee"
        },
        {
          "candidate_id": "joseph_lombardo",
          "name": "Joe Lombardo",
          "party": "Republican",
          "role": "republican_nominee"
        },
        {
          "candidate_id": "other_candidates",
          "name": "Danielle Ford, None, and others (aggregate)",
          "party": "Other",
          "role": "aggregate_remainder",
          "is_aggregate": true
        }
      ],
      "reference_results": [
        {
          "stage_id": "previous_governor_result",
          "label": "Certified 2022 governor result",
          "description": "Steve Sisolak versus Joe Lombardo, with other named candidates and None retained in the remainder.",
          "democratic_share": 47.297097,
          "republican_share": 48.806904,
          "other_share": 3.895999,
          "source_ids": [
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        },
        {
          "stage_id": "presidential_2024_result",
          "label": "Certified 2024 presidential result",
          "description": "Nevada's certified presidential vote, shown only as a recent statewide comparison.",
          "democratic_share": 47.49,
          "republican_share": 50.59,
          "other_share": 1.92,
          "source_ids": [
            "fec_2024_president"
          ]
        }
      ],
      "forecast": {
        "error_degrees_of_freedom": 7,
        "aggregate_share_fallback": 4.0
      },
      "model_warnings": [
        {
          "code": "nevada_extra_options_aggregated",
          "severity": "warning",
          "message": "Danielle Ford is a named winner-eligible nonpartisan candidate, while None cannot win. This first preview aggregates both and assigns that remainder no win probability; the displayed Aaron Ford/Joe Lombardo chances are conditional on one of those two winning."
        },
        {
          "code": "nevada_sparse_sponsor_polarized_polling",
          "severity": "warning",
          "message": "Only two current qualifying poll families are included, one Democratic-sponsored and one opt-in online panel."
        }
      ]
    },
    "random_seed": 2026082402,
    "simulation_count": 40000,
    "artifact_hash_method": "SHA-256 of canonical JSON before reproducibility.artifact_sha256 is added",
    "artifact_sha256": "a026022ba3127f05f8c025c765d2c3968af88ef5a564054be6b3eadbc7ddb3fe"
  }
}
