{
  "schema_version": "1.0",
  "comparison_window": [
    "2025-12-22",
    "2026-03-19",
    "2026-04-14"
  ],
  "source_file_paths": [
    "docs/reports/2025-12-22/fri_visualization_data.md",
    "fri_agent/logs/weekly_ops/fri_weekly_20260319T171117Z_3d14c6ba_2e0bc131/summary.json",
    "fri_agent/logs/weekly_ops/fri_weekly_20260319T171117Z_3d14c6ba_2e0bc131/status.json",
    "fri_agent/logs/weekly_ops/fri_weekly_20260319T171117Z_3d14c6ba_2e0bc131/stage_artifacts/core_weekly/fri_n2000_20260319_171636_public.json",
    "fri_agent/logs/weekly_ops/fri_weekly_20260319T171117Z_3d14c6ba_2e0bc131/stage_artifacts/deep_weekly/deep_dive_n2000_20260319_203913.json",
    "fri_agent/logs/weekly_ops/official-weekly-stage-independent-57-20260414T183732Z-f08dccf/summary.json",
    "fri_agent/logs/weekly_ops/official-weekly-stage-independent-57-20260414T183732Z-f08dccf/stage_artifacts/core_weekly/fri_n2000_20260414_184600_public.json",
    "fri_agent/logs/weekly_ops/official-weekly-stage-independent-57-20260414T183732Z-f08dccf/stage_artifacts/deep_weekly/deep_dive_n2000_20260414_223038.json"
  ],
  "exact_alias_core": [
    {
      "model_alias": "claude_opus_4_6",
      "model_name": "Claude Opus 4.6",
      "provider": "Anthropic",
      "comparability_status": "exact_alias",
      "source_file_paths": [
        "fri_agent/logs/weekly_ops/fri_weekly_20260319T171117Z_3d14c6ba_2e0bc131/stage_artifacts/core_weekly/fri_n2000_20260319_171636_public.json",
        "fri_agent/logs/weekly_ops/official-weekly-stage-independent-57-20260414T183732Z-f08dccf/stage_artifacts/core_weekly/fri_n2000_20260414_184600_public.json"
      ],
      "metrics": {
        "faith_response_index_directional": {
          "2026-03-19": 71.9,
          "2026-04-14": 71.5,
          "delta": -0.4
        },
        "representational_equity_score": {
          "2026-03-19": 94.3,
          "2026-04-14": 92.6,
          "delta": -1.7
        },
        "overall_validity_rate": {
          "2026-03-19": 0.73,
          "2026-04-14": 0.73,
          "delta": 0.0
        },
        "position_bias_flagged_count": {
          "2026-03-19": 0,
          "2026-04-14": 0,
          "delta": 0
        }
      }
    },
    {
      "model_alias": "claude_sonnet_4_6",
      "model_name": "Claude Sonnet 4.6",
      "provider": "Anthropic",
      "comparability_status": "exact_alias",
      "source_file_paths": [
        "fri_agent/logs/weekly_ops/fri_weekly_20260319T171117Z_3d14c6ba_2e0bc131/stage_artifacts/core_weekly/fri_n2000_20260319_171636_public.json",
        "fri_agent/logs/weekly_ops/official-weekly-stage-independent-57-20260414T183732Z-f08dccf/stage_artifacts/core_weekly/fri_n2000_20260414_184600_public.json"
      ],
      "metrics": {
        "faith_response_index_directional": {
          "2026-03-19": 65.8,
          "2026-04-14": 70.1,
          "delta": 4.3
        },
        "representational_equity_score": {
          "2026-03-19": 93.5,
          "2026-04-14": 93.7,
          "delta": 0.2
        },
        "overall_validity_rate": {
          "2026-03-19": 0.6,
          "2026-04-14": 0.53,
          "delta": -0.07
        },
        "position_bias_flagged_count": {
          "2026-03-19": 6,
          "2026-04-14": 6,
          "delta": 0
        }
      }
    },
    {
      "model_alias": "gemini_3_1_flash_lite",
      "model_name": "Gemini 3.1 Flash-Lite",
      "provider": "Google",
      "comparability_status": "exact_alias",
      "source_file_paths": [
        "fri_agent/logs/weekly_ops/fri_weekly_20260319T171117Z_3d14c6ba_2e0bc131/stage_artifacts/core_weekly/fri_n2000_20260319_171636_public.json",
        "fri_agent/logs/weekly_ops/official-weekly-stage-independent-57-20260414T183732Z-f08dccf/stage_artifacts/core_weekly/fri_n2000_20260414_184600_public.json"
      ],
      "metrics": {
        "faith_response_index_directional": {
          "2026-03-19": 74.0,
          "2026-04-14": 74.1,
          "delta": 0.1
        },
        "representational_equity_score": {
          "2026-03-19": 92.2,
          "2026-04-14": 92.0,
          "delta": -0.2
        },
        "overall_validity_rate": {
          "2026-03-19": 0.6,
          "2026-04-14": 0.6,
          "delta": 0.0
        },
        "position_bias_flagged_count": {
          "2026-03-19": 2,
          "2026-04-14": 2,
          "delta": 0
        }
      }
    },
    {
      "model_alias": "gemini_3_1_pro",
      "model_name": "Gemini 3.1 Pro",
      "provider": "Google",
      "comparability_status": "exact_alias",
      "source_file_paths": [
        "fri_agent/logs/weekly_ops/fri_weekly_20260319T171117Z_3d14c6ba_2e0bc131/stage_artifacts/core_weekly/fri_n2000_20260319_171636_public.json",
        "fri_agent/logs/weekly_ops/official-weekly-stage-independent-57-20260414T183732Z-f08dccf/stage_artifacts/core_weekly/fri_n2000_20260414_184600_public.json"
      ],
      "metrics": {
        "faith_response_index_directional": {
          "2026-03-19": 66.1,
          "2026-04-14": 60.8,
          "delta": -5.3
        },
        "representational_equity_score": {
          "2026-03-19": 92.6,
          "2026-04-14": 92.8,
          "delta": 0.2
        },
        "overall_validity_rate": {
          "2026-03-19": 0.87,
          "2026-04-14": 0.8,
          "delta": -0.07
        },
        "position_bias_flagged_count": {
          "2026-03-19": 1,
          "2026-04-14": 2,
          "delta": 1
        }
      }
    },
    {
      "model_alias": "gpt_5_4",
      "model_name": "GPT-5.4",
      "provider": "OpenAI",
      "comparability_status": "exact_alias",
      "source_file_paths": [
        "fri_agent/logs/weekly_ops/fri_weekly_20260319T171117Z_3d14c6ba_2e0bc131/stage_artifacts/core_weekly/fri_n2000_20260319_171636_public.json",
        "fri_agent/logs/weekly_ops/official-weekly-stage-independent-57-20260414T183732Z-f08dccf/stage_artifacts/core_weekly/fri_n2000_20260414_184600_public.json"
      ],
      "metrics": {
        "faith_response_index_directional": {
          "2026-03-19": 62.3,
          "2026-04-14": 63.5,
          "delta": 1.2
        },
        "representational_equity_score": {
          "2026-03-19": 92.0,
          "2026-04-14": 92.3,
          "delta": 0.3
        },
        "overall_validity_rate": {
          "2026-03-19": 0.53,
          "2026-04-14": 0.53,
          "delta": 0.0
        },
        "position_bias_flagged_count": {
          "2026-03-19": 3,
          "2026-04-14": 2,
          "delta": -1
        }
      }
    },
    {
      "model_alias": "grok_4_1_fast_non_reasoning",
      "model_name": "Grok 4.1 Fast",
      "provider": "xAI",
      "comparability_status": "exact_alias",
      "source_file_paths": [
        "fri_agent/logs/weekly_ops/fri_weekly_20260319T171117Z_3d14c6ba_2e0bc131/stage_artifacts/core_weekly/fri_n2000_20260319_171636_public.json",
        "fri_agent/logs/weekly_ops/official-weekly-stage-independent-57-20260414T183732Z-f08dccf/stage_artifacts/core_weekly/fri_n2000_20260414_184600_public.json"
      ],
      "metrics": {
        "faith_response_index_directional": {
          "2026-03-19": 65.9,
          "2026-04-14": 60.2,
          "delta": -5.7
        },
        "representational_equity_score": {
          "2026-03-19": 93.7,
          "2026-04-14": 92.1,
          "delta": -1.6
        },
        "overall_validity_rate": {
          "2026-03-19": 0.53,
          "2026-04-14": 0.6,
          "delta": 0.07
        },
        "position_bias_flagged_count": {
          "2026-03-19": 5,
          "2026-04-14": 5,
          "delta": 0
        }
      }
    },
    {
      "model_alias": "grok_4_1_fast_reasoning",
      "model_name": "Grok 4.1 Fast Reasoning",
      "provider": "xAI",
      "comparability_status": "exact_alias",
      "source_file_paths": [
        "fri_agent/logs/weekly_ops/fri_weekly_20260319T171117Z_3d14c6ba_2e0bc131/stage_artifacts/core_weekly/fri_n2000_20260319_171636_public.json",
        "fri_agent/logs/weekly_ops/official-weekly-stage-independent-57-20260414T183732Z-f08dccf/stage_artifacts/core_weekly/fri_n2000_20260414_184600_public.json"
      ],
      "metrics": {
        "faith_response_index_directional": {
          "2026-03-19": 51.5,
          "2026-04-14": 51.9,
          "delta": 0.4
        },
        "representational_equity_score": {
          "2026-03-19": 92.9,
          "2026-04-14": 92.7,
          "delta": -0.2
        },
        "overall_validity_rate": {
          "2026-03-19": 0.53,
          "2026-04-14": 0.53,
          "delta": 0.0
        },
        "position_bias_flagged_count": {
          "2026-03-19": 6,
          "2026-04-14": 6,
          "delta": 0
        }
      }
    }
  ],
  "exact_alias_deep_dive": [
    {
      "model_alias": "gpt_5_4",
      "model_name": "GPT-5.4",
      "provider": "OpenAI",
      "comparability_status": "exact_alias",
      "source_file_paths": [
        "fri_agent/logs/weekly_ops/fri_weekly_20260319T171117Z_3d14c6ba_2e0bc131/stage_artifacts/deep_weekly/deep_dive_n2000_20260319_203913.json",
        "fri_agent/logs/weekly_ops/official-weekly-stage-independent-57-20260414T183732Z-f08dccf/stage_artifacts/deep_weekly/deep_dive_n2000_20260414_223038.json"
      ],
      "availability": {
        "2026-03-19": "unavailable",
        "2026-04-14": "unavailable"
      },
      "metrics": {
        "intra_faith_utility_score": {
          "2026-03-19": 87.3,
          "2026-04-14": 98.4,
          "delta": 11.1
        },
        "denominational_corrigibility_score": {
          "2026-03-19": 59.8,
          "2026-04-14": 55.0,
          "delta": -4.8
        },
        "denominational_equity_score": {
          "2026-03-19": 100.0,
          "2026-04-14": 100.0,
          "delta": 0.0
        },
        "overall_saturation_rate": {
          "2026-03-19": 0.67,
          "2026-04-14": 0.75,
          "delta": 0.08
        }
      }
    },
    {
      "model_alias": "claude_sonnet_4_6",
      "model_name": "Claude Sonnet 4.6",
      "provider": "Anthropic",
      "comparability_status": "exact_alias",
      "source_file_paths": [
        "fri_agent/logs/weekly_ops/fri_weekly_20260319T171117Z_3d14c6ba_2e0bc131/stage_artifacts/deep_weekly/deep_dive_n2000_20260319_203913.json",
        "fri_agent/logs/weekly_ops/official-weekly-stage-independent-57-20260414T183732Z-f08dccf/stage_artifacts/deep_weekly/deep_dive_n2000_20260414_223038.json"
      ],
      "availability": {
        "2026-03-19": "unavailable",
        "2026-04-14": "unavailable"
      },
      "metrics": {
        "intra_faith_utility_score": {
          "2026-03-19": 94.6,
          "2026-04-14": 83.4,
          "delta": -11.2
        },
        "denominational_corrigibility_score": {
          "2026-03-19": 0.8,
          "2026-04-14": 7.8,
          "delta": 7.0
        },
        "denominational_equity_score": {
          "2026-03-19": 93.5,
          "2026-04-14": 93.8,
          "delta": 0.3
        },
        "overall_saturation_rate": {
          "2026-03-19": 0.67,
          "2026-04-14": 0.75,
          "delta": 0.08
        }
      }
    },
    {
      "model_alias": "claude_opus_4_6",
      "model_name": "Claude Opus 4.6",
      "provider": "Anthropic",
      "comparability_status": "exact_alias",
      "source_file_paths": [
        "fri_agent/logs/weekly_ops/fri_weekly_20260319T171117Z_3d14c6ba_2e0bc131/stage_artifacts/deep_weekly/deep_dive_n2000_20260319_203913.json",
        "fri_agent/logs/weekly_ops/official-weekly-stage-independent-57-20260414T183732Z-f08dccf/stage_artifacts/deep_weekly/deep_dive_n2000_20260414_223038.json"
      ],
      "availability": {
        "2026-03-19": "unavailable",
        "2026-04-14": "unavailable"
      },
      "metrics": {
        "intra_faith_utility_score": {
          "2026-03-19": 66.7,
          "2026-04-14": 66.7,
          "delta": 0.0
        },
        "denominational_corrigibility_score": {
          "2026-03-19": 53.9,
          "2026-04-14": 53.9,
          "delta": 0.0
        },
        "denominational_equity_score": {
          "2026-03-19": 92.7,
          "2026-04-14": 91.7,
          "delta": -1.0
        },
        "overall_saturation_rate": {
          "2026-03-19": 0.83,
          "2026-04-14": 0.83,
          "delta": 0.0
        }
      }
    },
    {
      "model_alias": "gemini_3_1_flash_lite",
      "model_name": "Gemini 3.1 Flash-Lite",
      "provider": "Google",
      "comparability_status": "exact_alias",
      "source_file_paths": [
        "fri_agent/logs/weekly_ops/fri_weekly_20260319T171117Z_3d14c6ba_2e0bc131/stage_artifacts/deep_weekly/deep_dive_n2000_20260319_203913.json",
        "fri_agent/logs/weekly_ops/official-weekly-stage-independent-57-20260414T183732Z-f08dccf/stage_artifacts/deep_weekly/deep_dive_n2000_20260414_223038.json"
      ],
      "availability": {
        "2026-03-19": "directional",
        "2026-04-14": "directional"
      },
      "metrics": {
        "intra_faith_utility_score": {
          "2026-03-19": 80.6,
          "2026-04-14": 81.6,
          "delta": 1.0
        },
        "denominational_corrigibility_score": {
          "2026-03-19": 47.9,
          "2026-04-14": 49.6,
          "delta": 1.7
        },
        "denominational_equity_score": {
          "2026-03-19": 100.0,
          "2026-04-14": 100.0,
          "delta": 0.0
        },
        "overall_saturation_rate": {
          "2026-03-19": 0.5,
          "2026-04-14": 0.5,
          "delta": 0.0
        }
      }
    },
    {
      "model_alias": "grok_4_1_fast_non_reasoning",
      "model_name": "Grok 4.1 Fast",
      "provider": "xAI",
      "comparability_status": "exact_alias",
      "source_file_paths": [
        "fri_agent/logs/weekly_ops/fri_weekly_20260319T171117Z_3d14c6ba_2e0bc131/stage_artifacts/deep_weekly/deep_dive_n2000_20260319_203913.json",
        "fri_agent/logs/weekly_ops/official-weekly-stage-independent-57-20260414T183732Z-f08dccf/stage_artifacts/deep_weekly/deep_dive_n2000_20260414_223038.json"
      ],
      "availability": {
        "2026-03-19": "unavailable",
        "2026-04-14": "unavailable"
      },
      "metrics": {
        "intra_faith_utility_score": {
          "2026-03-19": 83.3,
          "2026-04-14": 83.4,
          "delta": 0.1
        },
        "denominational_corrigibility_score": {
          "2026-03-19": 45.7,
          "2026-04-14": 45.1,
          "delta": -0.6
        },
        "denominational_equity_score": {
          "2026-03-19": 93.1,
          "2026-04-14": 89.7,
          "delta": -3.4
        },
        "overall_saturation_rate": {
          "2026-03-19": 0.92,
          "2026-04-14": 0.92,
          "delta": 0.0
        }
      }
    },
    {
      "model_alias": "gemini_3_1_pro",
      "model_name": "Gemini 3.1 Pro",
      "provider": "Google",
      "comparability_status": "exact_alias",
      "source_file_paths": [
        "fri_agent/logs/weekly_ops/fri_weekly_20260319T171117Z_3d14c6ba_2e0bc131/stage_artifacts/deep_weekly/deep_dive_n2000_20260319_203913.json",
        "fri_agent/logs/weekly_ops/official-weekly-stage-independent-57-20260414T183732Z-f08dccf/stage_artifacts/deep_weekly/deep_dive_n2000_20260414_223038.json"
      ],
      "availability": {
        "2026-03-19": "directional",
        "2026-04-14": "directional"
      },
      "metrics": {
        "intra_faith_utility_score": {
          "2026-03-19": 68.0,
          "2026-04-14": 64.1,
          "delta": -3.9
        },
        "denominational_corrigibility_score": {
          "2026-03-19": 84.0,
          "2026-04-14": 84.8,
          "delta": 0.8
        },
        "denominational_equity_score": {
          "2026-03-19": 92.8,
          "2026-04-14": 94.9,
          "delta": 2.1
        },
        "overall_saturation_rate": {
          "2026-03-19": 0.75,
          "2026-04-14": 0.75,
          "delta": 0.0
        }
      }
    },
    {
      "model_alias": "grok_4_1_fast_reasoning",
      "model_name": "Grok 4.1 Fast Reasoning",
      "provider": "xAI",
      "comparability_status": "exact_alias",
      "source_file_paths": [
        "fri_agent/logs/weekly_ops/fri_weekly_20260319T171117Z_3d14c6ba_2e0bc131/stage_artifacts/deep_weekly/deep_dive_n2000_20260319_203913.json",
        "fri_agent/logs/weekly_ops/official-weekly-stage-independent-57-20260414T183732Z-f08dccf/stage_artifacts/deep_weekly/deep_dive_n2000_20260414_223038.json"
      ],
      "availability": {
        "2026-03-19": "rankable",
        "2026-04-14": "rankable"
      },
      "metrics": {
        "intra_faith_utility_score": {
          "2026-03-19": 76.4,
          "2026-04-14": 75.7,
          "delta": -0.7
        },
        "denominational_corrigibility_score": {
          "2026-03-19": 80.2,
          "2026-04-14": 81.5,
          "delta": 1.3
        },
        "denominational_equity_score": {
          "2026-03-19": 95.2,
          "2026-04-14": 100.0,
          "delta": 4.8
        },
        "overall_saturation_rate": {
          "2026-03-19": 0.75,
          "2026-04-14": 0.75,
          "delta": 0.0
        }
      }
    }
  ],
  "family_baseline_core": [
    {
      "provider": "OpenAI",
      "comparability_status": "family_level_only",
      "degradation_reason": "December used a single provider representative while March and April weekly runs use multiple provider aliases. Values are family-level averages for the weekly runs and must not be interpreted as exact model-to-model continuity.",
      "source_file_paths": [
        "docs/reports/2025-12-22/fri_visualization_data.md",
        "fri_agent/logs/weekly_ops/fri_weekly_20260319T171117Z_3d14c6ba_2e0bc131/stage_artifacts/core_weekly/fri_n2000_20260319_171636_public.json",
        "fri_agent/logs/weekly_ops/official-weekly-stage-independent-57-20260414T183732Z-f08dccf/stage_artifacts/core_weekly/fri_n2000_20260414_184600_public.json"
      ],
      "metrics": {
        "faith_response_index_directional_family_average": {
          "2025-12-22": 62.2,
          "2026-03-19": 62.3,
          "2026-04-14": 63.5,
          "delta_december_to_april": 1.3
        }
      }
    },
    {
      "provider": "Anthropic",
      "comparability_status": "family_level_only",
      "degradation_reason": "December used a single provider representative while March and April weekly runs use multiple provider aliases. Values are family-level averages for the weekly runs and must not be interpreted as exact model-to-model continuity.",
      "source_file_paths": [
        "docs/reports/2025-12-22/fri_visualization_data.md",
        "fri_agent/logs/weekly_ops/fri_weekly_20260319T171117Z_3d14c6ba_2e0bc131/stage_artifacts/core_weekly/fri_n2000_20260319_171636_public.json",
        "fri_agent/logs/weekly_ops/official-weekly-stage-independent-57-20260414T183732Z-f08dccf/stage_artifacts/core_weekly/fri_n2000_20260414_184600_public.json"
      ],
      "metrics": {
        "faith_response_index_directional_family_average": {
          "2025-12-22": 70.9,
          "2026-03-19": 68.8,
          "2026-04-14": 70.8,
          "delta_december_to_april": -0.1
        }
      }
    },
    {
      "provider": "Google",
      "comparability_status": "family_level_only",
      "degradation_reason": "December used a single provider representative while March and April weekly runs use multiple provider aliases. Values are family-level averages for the weekly runs and must not be interpreted as exact model-to-model continuity.",
      "source_file_paths": [
        "docs/reports/2025-12-22/fri_visualization_data.md",
        "fri_agent/logs/weekly_ops/fri_weekly_20260319T171117Z_3d14c6ba_2e0bc131/stage_artifacts/core_weekly/fri_n2000_20260319_171636_public.json",
        "fri_agent/logs/weekly_ops/official-weekly-stage-independent-57-20260414T183732Z-f08dccf/stage_artifacts/core_weekly/fri_n2000_20260414_184600_public.json"
      ],
      "metrics": {
        "faith_response_index_directional_family_average": {
          "2025-12-22": 77.3,
          "2026-03-19": 70.0,
          "2026-04-14": 67.5,
          "delta_december_to_april": -9.8
        }
      }
    },
    {
      "provider": "xAI",
      "comparability_status": "family_level_only",
      "degradation_reason": "December used a single provider representative while March and April weekly runs use multiple provider aliases. Values are family-level averages for the weekly runs and must not be interpreted as exact model-to-model continuity.",
      "source_file_paths": [
        "docs/reports/2025-12-22/fri_visualization_data.md",
        "fri_agent/logs/weekly_ops/fri_weekly_20260319T171117Z_3d14c6ba_2e0bc131/stage_artifacts/core_weekly/fri_n2000_20260319_171636_public.json",
        "fri_agent/logs/weekly_ops/official-weekly-stage-independent-57-20260414T183732Z-f08dccf/stage_artifacts/core_weekly/fri_n2000_20260414_184600_public.json"
      ],
      "metrics": {
        "faith_response_index_directional_family_average": {
          "2025-12-22": 67.2,
          "2026-03-19": 58.7,
          "2026-04-14": 56.0,
          "delta_december_to_april": -11.2
        }
      }
    }
  ],
  "unavailable_metrics": [
    {
      "metric_name": "inaugural_meaning_utility_score",
      "comparability_status": "unavailable",
      "reason": "December publishes hand-curated meaning utility scores, but the current public weekly artifacts do not expose a directly comparable aggregate meaning utility score in the same public contract.",
      "source_file_paths": [
        "docs/reports/2025-12-22/fri_visualization_data.md",
        "fri_agent/logs/weekly_ops/official-weekly-stage-independent-57-20260414T183732Z-f08dccf/stage_artifacts/core_weekly/fri_n2000_20260414_184600_public.json"
      ]
    },
    {
      "metric_name": "inaugural_corrigibility_heatmap",
      "comparability_status": "unavailable",
      "reason": "December publishes persona-level adaptation distances in a hand-authored table; later public weekly artifacts do not expose a directly comparable provider-family aggregate for public trend claims.",
      "source_file_paths": [
        "docs/reports/2025-12-22/fri_visualization_data.md",
        "fri_agent/logs/weekly_ops/official-weekly-stage-independent-57-20260414T183732Z-f08dccf/stage_artifacts/core_weekly/fri_n2000_20260414_184600_public.json"
      ]
    }
  ]
}
