{
  "passed": true,
  "operation": "fresh_annotation_fits",
  "task_count": 31,
  "dataset_revision": "6223cb4116d76a1bae376c0730df4d968d7172be",
  "absolute_tolerance": 1e-05,
  "relative_tolerance": 0,
  "initial_issue": "Initial release omitted hard-only anchor resampling; eight conformal comparisons were rerun after restoring the historical setting.",
  "results": [
    {
      "passed": true,
      "operation": "fresh_annotation_fits",
      "corpus": "lmarena100k",
      "judge": "Gemma4-26B-A4B",
      "protocol": "main",
      "annotation_rows": 25000,
      "heldout_rows": 110,
      "checks": [
        {
          "column": "judge_bt_elo",
          "rows": 110,
          "max_abs_difference": 2.2737367544323206e-13,
          "passed": true
        },
        {
          "column": "human_bt_elo",
          "rows": 110,
          "max_abs_difference": 2.2737367544323206e-13,
          "passed": true
        },
        {
          "column": "temperature",
          "rows": 110,
          "max_abs_difference": 0.0,
          "passed": true
        }
      ],
      "elapsed_seconds": 88.72504916600883,
      "references": [
        {
          "path": "dataset/results/main91/gemma4_27b/heldout_models_decisive.csv",
          "sha256": "52e7c10c7f09cb9d719585f8979cfba7d59d6dc8f7c844754d5dd68806f09793"
        }
      ],
      "run_id": "c1406b29-1181-4627-9c6e-61e1d6790765"
    },
    {
      "passed": true,
      "operation": "fresh_annotation_fits",
      "corpus": "lmarena100k",
      "judge": "DeepSeek-V3.2",
      "protocol": "main",
      "annotation_rows": 24922,
      "heldout_rows": 110,
      "checks": [
        {
          "column": "judge_bt_elo",
          "rows": 110,
          "max_abs_difference": 2.2737367544323206e-13,
          "passed": true
        },
        {
          "column": "human_bt_elo",
          "rows": 110,
          "max_abs_difference": 2.2737367544323206e-13,
          "passed": true
        },
        {
          "column": "temperature",
          "rows": 110,
          "max_abs_difference": 5.551115123125783e-17,
          "passed": true
        }
      ],
      "elapsed_seconds": 88.91154999984428,
      "references": [
        {
          "path": "dataset/results/main91/deepseek_v3_2/heldout_models_decisive.csv",
          "sha256": "df557d3b684e61bad507682ad7d3e861a2d20f8348cd621bd1a4b0ea5c35d965"
        }
      ],
      "run_id": "c1406b29-1181-4627-9c6e-61e1d6790765"
    },
    {
      "passed": true,
      "operation": "fresh_annotation_fits",
      "corpus": "lmarena100k",
      "judge": "Qwen3.5-27B",
      "protocol": "main",
      "annotation_rows": 19078,
      "heldout_rows": 110,
      "checks": [
        {
          "column": "judge_bt_elo",
          "rows": 110,
          "max_abs_difference": 2.2737367544323206e-13,
          "passed": true
        },
        {
          "column": "human_bt_elo",
          "rows": 110,
          "max_abs_difference": 2.2737367544323206e-13,
          "passed": true
        },
        {
          "column": "temperature",
          "rows": 110,
          "max_abs_difference": 0.0,
          "passed": true
        }
      ],
      "elapsed_seconds": 66.62538624997251,
      "references": [
        {
          "path": "dataset/results/main91/qwen3_5_27b/heldout_models_decisive.csv",
          "sha256": "ccb91faffb9ed95b13484c36d355f9f1804bde63ed48cba96fd4b91101428afb"
        }
      ],
      "run_id": "c1406b29-1181-4627-9c6e-61e1d6790765"
    },
    {
      "passed": true,
      "operation": "fresh_annotation_fits",
      "corpus": "lmarena100k",
      "judge": "DeepSeek-V3.2",
      "protocol": "smoothing",
      "annotation_rows": 24922,
      "heldout_rows": 385,
      "checks": [
        {
          "column": "mae",
          "rows": 7,
          "max_abs_difference": 7.105427357601002e-15,
          "passed": true
        }
      ],
      "elapsed_seconds": 240.07869066600688,
      "references": [
        {
          "path": "dataset/results/smoothing/per_judge.csv",
          "sha256": "7f396e86d052c3e24d511296c9c827d3dd0488bce4450d5f74abe2a3c40f7691"
        }
      ],
      "run_id": "c1406b29-1181-4627-9c6e-61e1d6790765"
    },
    {
      "passed": true,
      "operation": "fresh_annotation_fits",
      "corpus": "lmarena100k",
      "judge": "Gemma4-26B-A4B",
      "protocol": "smoothing",
      "annotation_rows": 25000,
      "heldout_rows": 385,
      "checks": [
        {
          "column": "mae",
          "rows": 7,
          "max_abs_difference": 7.105427357601002e-15,
          "passed": true
        }
      ],
      "elapsed_seconds": 242.5036983329337,
      "references": [
        {
          "path": "dataset/results/smoothing/per_judge.csv",
          "sha256": "7f396e86d052c3e24d511296c9c827d3dd0488bce4450d5f74abe2a3c40f7691"
        }
      ],
      "run_id": "c1406b29-1181-4627-9c6e-61e1d6790765"
    },
    {
      "passed": true,
      "operation": "fresh_annotation_fits",
      "corpus": "lmarena100k",
      "judge": "GPT-OSS-120B",
      "protocol": "main",
      "annotation_rows": 24933,
      "heldout_rows": 110,
      "checks": [
        {
          "column": "judge_bt_elo",
          "rows": 110,
          "max_abs_difference": 2.2737367544323206e-13,
          "passed": true
        },
        {
          "column": "human_bt_elo",
          "rows": 110,
          "max_abs_difference": 2.2737367544323206e-13,
          "passed": true
        },
        {
          "column": "temperature",
          "rows": 110,
          "max_abs_difference": 0.0,
          "passed": true
        }
      ],
      "elapsed_seconds": 92.24410133319907,
      "references": [
        {
          "path": "dataset/results/main91/gpt_oss_120b/heldout_models_decisive.csv",
          "sha256": "7972a682436ec911dc7238711a2b1c9230c311b23f740f3acd172081c5ee839e"
        }
      ],
      "run_id": "c1406b29-1181-4627-9c6e-61e1d6790765"
    },
    {
      "passed": true,
      "operation": "fresh_annotation_fits",
      "corpus": "lmarena100k",
      "judge": "Qwen3.5-27B",
      "protocol": "smoothing",
      "annotation_rows": 19078,
      "heldout_rows": 385,
      "checks": [
        {
          "column": "mae",
          "rows": 7,
          "max_abs_difference": 1.7763568394002505e-15,
          "passed": true
        }
      ],
      "elapsed_seconds": 208.06883012480102,
      "references": [
        {
          "path": "dataset/results/smoothing/per_judge.csv",
          "sha256": "7f396e86d052c3e24d511296c9c827d3dd0488bce4450d5f74abe2a3c40f7691"
        }
      ],
      "run_id": "c1406b29-1181-4627-9c6e-61e1d6790765"
    },
    {
      "passed": true,
      "operation": "fresh_annotation_fits",
      "corpus": "lmarena100k",
      "judge": "Gemma4-E4B",
      "protocol": "main",
      "annotation_rows": 25000,
      "heldout_rows": 110,
      "checks": [
        {
          "column": "judge_bt_elo",
          "rows": 110,
          "max_abs_difference": 2.2737367544323206e-13,
          "passed": true
        },
        {
          "column": "human_bt_elo",
          "rows": 110,
          "max_abs_difference": 2.2737367544323206e-13,
          "passed": true
        },
        {
          "column": "temperature",
          "rows": 110,
          "max_abs_difference": 5.551115123125783e-17,
          "passed": true
        }
      ],
      "elapsed_seconds": 113.17097337497398,
      "references": [
        {
          "path": "dataset/results/main91/gemma4_e4b/heldout_models_decisive.csv",
          "sha256": "90ea4da70805ee2e3f03fcca057e5191539e8277cc68e8823009351ce186c490"
        }
      ],
      "run_id": "c1406b29-1181-4627-9c6e-61e1d6790765"
    },
    {
      "passed": true,
      "operation": "fresh_annotation_fits",
      "corpus": "lmarena100k",
      "judge": "GPT-OSS-120B",
      "protocol": "smoothing",
      "annotation_rows": 24933,
      "heldout_rows": 385,
      "checks": [
        {
          "column": "mae",
          "rows": 7,
          "max_abs_difference": 7.105427357601002e-15,
          "passed": true
        }
      ],
      "elapsed_seconds": 302.99407329200767,
      "references": [
        {
          "path": "dataset/results/smoothing/per_judge.csv",
          "sha256": "7f396e86d052c3e24d511296c9c827d3dd0488bce4450d5f74abe2a3c40f7691"
        }
      ],
      "run_id": "c1406b29-1181-4627-9c6e-61e1d6790765"
    },
    {
      "passed": true,
      "operation": "fresh_annotation_fits",
      "corpus": "lmarena100k",
      "judge": "Llama-3.3-70B",
      "protocol": "main",
      "annotation_rows": 25000,
      "heldout_rows": 110,
      "checks": [
        {
          "column": "judge_bt_elo",
          "rows": 110,
          "max_abs_difference": 2.2737367544323206e-13,
          "passed": true
        },
        {
          "column": "human_bt_elo",
          "rows": 110,
          "max_abs_difference": 2.2737367544323206e-13,
          "passed": true
        },
        {
          "column": "temperature",
          "rows": 110,
          "max_abs_difference": 5.551115123125783e-17,
          "passed": true
        }
      ],
      "elapsed_seconds": 112.46977316704579,
      "references": [
        {
          "path": "dataset/results/main91/llama_3_3_70b/heldout_models_decisive.csv",
          "sha256": "9702194c02229c6171c40e0faad52cd2f8b6286c12fa9adbd93e939e0ecee703"
        }
      ],
      "run_id": "c1406b29-1181-4627-9c6e-61e1d6790765"
    },
    {
      "passed": true,
      "operation": "fresh_annotation_fits",
      "corpus": "lmarena100k",
      "judge": "Gemma4-E4B",
      "protocol": "smoothing",
      "annotation_rows": 25000,
      "heldout_rows": 385,
      "checks": [
        {
          "column": "mae",
          "rows": 7,
          "max_abs_difference": 7.105427357601002e-15,
          "passed": true
        }
      ],
      "elapsed_seconds": 313.13025408401154,
      "references": [
        {
          "path": "dataset/results/smoothing/per_judge.csv",
          "sha256": "7f396e86d052c3e24d511296c9c827d3dd0488bce4450d5f74abe2a3c40f7691"
        }
      ],
      "run_id": "c1406b29-1181-4627-9c6e-61e1d6790765"
    },
    {
      "passed": true,
      "operation": "fresh_annotation_fits",
      "corpus": "lmarena100k",
      "judge": "GPT-OSS-20B",
      "protocol": "main",
      "annotation_rows": 24536,
      "heldout_rows": 110,
      "checks": [
        {
          "column": "judge_bt_elo",
          "rows": 110,
          "max_abs_difference": 2.2737367544323206e-13,
          "passed": true
        },
        {
          "column": "human_bt_elo",
          "rows": 110,
          "max_abs_difference": 2.2737367544323206e-13,
          "passed": true
        },
        {
          "column": "temperature",
          "rows": 110,
          "max_abs_difference": 5.551115123125783e-17,
          "passed": true
        }
      ],
      "elapsed_seconds": 111.8174272920005,
      "references": [
        {
          "path": "dataset/results/main91/gpt_oss_20b/heldout_models_decisive.csv",
          "sha256": "dc78513cede7ad0c7da3afe4981f572d5bbd359c1335d75accb393559d6e7dd5"
        }
      ],
      "run_id": "c1406b29-1181-4627-9c6e-61e1d6790765"
    },
    {
      "passed": true,
      "operation": "fresh_annotation_fits",
      "corpus": "lmarena100k",
      "judge": "Llama-3.3-70B",
      "protocol": "smoothing",
      "annotation_rows": 25000,
      "heldout_rows": 385,
      "checks": [
        {
          "column": "mae",
          "rows": 7,
          "max_abs_difference": 2.1316282072803006e-14,
          "passed": true
        }
      ],
      "elapsed_seconds": 317.66806679195724,
      "references": [
        {
          "path": "dataset/results/smoothing/per_judge.csv",
          "sha256": "7f396e86d052c3e24d511296c9c827d3dd0488bce4450d5f74abe2a3c40f7691"
        }
      ],
      "run_id": "c1406b29-1181-4627-9c6e-61e1d6790765"
    },
    {
      "passed": true,
      "operation": "fresh_annotation_fits",
      "corpus": "lmarena100k",
      "judge": "Qwen3-32B",
      "protocol": "main",
      "annotation_rows": 24802,
      "heldout_rows": 110,
      "checks": [
        {
          "column": "judge_bt_elo",
          "rows": 110,
          "max_abs_difference": 2.2737367544323206e-13,
          "passed": true
        },
        {
          "column": "human_bt_elo",
          "rows": 110,
          "max_abs_difference": 2.2737367544323206e-13,
          "passed": true
        },
        {
          "column": "temperature",
          "rows": 110,
          "max_abs_difference": 5.551115123125783e-17,
          "passed": true
        }
      ],
      "elapsed_seconds": 113.02973429090343,
      "references": [
        {
          "path": "dataset/results/main91/qwen3_32b/heldout_models_decisive.csv",
          "sha256": "a3ed778cffa8420f0b596e4d165b7f5106c9693e727d51f664732a94a18b4cee"
        }
      ],
      "run_id": "c1406b29-1181-4627-9c6e-61e1d6790765"
    },
    {
      "passed": true,
      "operation": "fresh_annotation_fits",
      "corpus": "lmarena100k",
      "judge": "GPT-OSS-20B",
      "protocol": "smoothing",
      "annotation_rows": 24536,
      "heldout_rows": 385,
      "checks": [
        {
          "column": "mae",
          "rows": 7,
          "max_abs_difference": 0.0,
          "passed": true
        }
      ],
      "elapsed_seconds": 307.3630608750973,
      "references": [
        {
          "path": "dataset/results/smoothing/per_judge.csv",
          "sha256": "7f396e86d052c3e24d511296c9c827d3dd0488bce4450d5f74abe2a3c40f7691"
        }
      ],
      "run_id": "c1406b29-1181-4627-9c6e-61e1d6790765"
    },
    {
      "passed": true,
      "operation": "fresh_annotation_fits",
      "corpus": "lmarena140k",
      "judge": "Gemma4-E4B",
      "protocol": "main",
      "annotation_rows": 25000,
      "heldout_rows": 106,
      "checks": [
        {
          "column": "mae",
          "rows": 2,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "spearman_rho",
          "rows": 2,
          "max_abs_difference": 1.1102230246251565e-16,
          "passed": true
        },
        {
          "column": "kendall_tau",
          "rows": 2,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "spread",
          "rows": 2,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "n_models",
          "rows": 2,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "temperature_fit_mean",
          "rows": 2,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "temperature_fit_std",
          "rows": 2,
          "max_abs_difference": 4.90059381963448e-17,
          "passed": true
        }
      ],
      "elapsed_seconds": 107.96138250012882,
      "references": [
        {
          "path": "reproduction/references/lmarena140k/gemma4_e4b/heldout_summary.csv",
          "sha256": "deaa072548745baac655c1558eb520009d70640e5127932aad40ea65b28b53e1"
        }
      ],
      "run_id": "c1406b29-1181-4627-9c6e-61e1d6790765"
    },
    {
      "passed": true,
      "operation": "fresh_annotation_fits",
      "corpus": "lmarena140k",
      "judge": "Gemma4-26B-A4B",
      "protocol": "main",
      "annotation_rows": 25000,
      "heldout_rows": 106,
      "checks": [
        {
          "column": "mae",
          "rows": 2,
          "max_abs_difference": 3.552713678800501e-15,
          "passed": true
        },
        {
          "column": "spearman_rho",
          "rows": 2,
          "max_abs_difference": 1.1102230246251565e-16,
          "passed": true
        },
        {
          "column": "kendall_tau",
          "rows": 2,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "spread",
          "rows": 2,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "n_models",
          "rows": 2,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "temperature_fit_mean",
          "rows": 2,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "temperature_fit_std",
          "rows": 2,
          "max_abs_difference": 0.0,
          "passed": true
        }
      ],
      "elapsed_seconds": 106.51819775020704,
      "references": [
        {
          "path": "reproduction/references/lmarena140k/gemma4_27b/heldout_summary.csv",
          "sha256": "1d1c8218c96c43ef180bfaa4646c4284fdf3205bd2f4d3543f0354ecba50d727"
        }
      ],
      "run_id": "c1406b29-1181-4627-9c6e-61e1d6790765"
    },
    {
      "passed": true,
      "operation": "fresh_annotation_fits",
      "corpus": "lmarena140k",
      "judge": "DeepSeek-V3.2",
      "protocol": "main",
      "annotation_rows": 24858,
      "heldout_rows": 106,
      "checks": [
        {
          "column": "mae",
          "rows": 2,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "spearman_rho",
          "rows": 2,
          "max_abs_difference": 1.1102230246251565e-16,
          "passed": true
        },
        {
          "column": "kendall_tau",
          "rows": 2,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "spread",
          "rows": 2,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "n_models",
          "rows": 2,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "temperature_fit_mean",
          "rows": 2,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "temperature_fit_std",
          "rows": 2,
          "max_abs_difference": 8.977193988179977e-17,
          "passed": true
        }
      ],
      "elapsed_seconds": 106.88668954209425,
      "references": [
        {
          "path": "reproduction/references/lmarena140k/deepseek_v3_2/heldout_summary.csv",
          "sha256": "19e2cec1cd60b7eae5b9d93876671f86ea28803aa05a0e629bcb8ed481f0e3fb"
        }
      ],
      "run_id": "c1406b29-1181-4627-9c6e-61e1d6790765"
    },
    {
      "passed": true,
      "operation": "fresh_annotation_fits",
      "corpus": "lmarena140k",
      "judge": "Qwen3.5-27B",
      "protocol": "main",
      "annotation_rows": 20089,
      "heldout_rows": 106,
      "checks": [
        {
          "column": "mae",
          "rows": 2,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "spearman_rho",
          "rows": 2,
          "max_abs_difference": 1.1102230246251565e-16,
          "passed": true
        },
        {
          "column": "kendall_tau",
          "rows": 2,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "spread",
          "rows": 2,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "n_models",
          "rows": 2,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "temperature_fit_mean",
          "rows": 2,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "temperature_fit_std",
          "rows": 2,
          "max_abs_difference": 3.0357660829594124e-18,
          "passed": true
        }
      ],
      "elapsed_seconds": 85.61634475016035,
      "references": [
        {
          "path": "reproduction/references/lmarena140k/qwen3_5_27b/heldout_summary.csv",
          "sha256": "481ff93eac575c3a719d684a30ed8d4897157c68e7eb01f9ae3d8e45a7cc905a"
        }
      ],
      "run_id": "c1406b29-1181-4627-9c6e-61e1d6790765"
    },
    {
      "passed": true,
      "operation": "fresh_annotation_fits",
      "corpus": "lmarena100k",
      "judge": "Qwen3-32B",
      "protocol": "smoothing",
      "annotation_rows": 24802,
      "heldout_rows": 385,
      "checks": [
        {
          "column": "mae",
          "rows": 7,
          "max_abs_difference": 0.0,
          "passed": true
        }
      ],
      "elapsed_seconds": 322.9756362917833,
      "references": [
        {
          "path": "dataset/results/smoothing/per_judge.csv",
          "sha256": "7f396e86d052c3e24d511296c9c827d3dd0488bce4450d5f74abe2a3c40f7691"
        }
      ],
      "run_id": "c1406b29-1181-4627-9c6e-61e1d6790765"
    },
    {
      "passed": true,
      "operation": "fresh_annotation_fits",
      "corpus": "lmarena140k",
      "judge": "GPT-OSS-20B",
      "protocol": "main",
      "annotation_rows": 23939,
      "heldout_rows": 106,
      "checks": [
        {
          "column": "mae",
          "rows": 2,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "spearman_rho",
          "rows": 2,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "kendall_tau",
          "rows": 2,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "spread",
          "rows": 2,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "n_models",
          "rows": 2,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "temperature_fit_mean",
          "rows": 2,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "temperature_fit_std",
          "rows": 2,
          "max_abs_difference": 7.025630077706069e-17,
          "passed": true
        }
      ],
      "elapsed_seconds": 100.31861137505621,
      "references": [
        {
          "path": "reproduction/references/lmarena140k/gpt_oss_20b/heldout_summary.csv",
          "sha256": "530a7dc4432ff27993b697a0b08898ee4326ec29db12578bb5308b77f6113bcf"
        }
      ],
      "run_id": "c1406b29-1181-4627-9c6e-61e1d6790765"
    },
    {
      "passed": true,
      "operation": "fresh_annotation_fits",
      "corpus": "lmarena140k",
      "judge": "GPT-OSS-120B",
      "protocol": "main",
      "annotation_rows": 24970,
      "heldout_rows": 106,
      "checks": [
        {
          "column": "mae",
          "rows": 2,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "spearman_rho",
          "rows": 2,
          "max_abs_difference": 1.1102230246251565e-16,
          "passed": true
        },
        {
          "column": "kendall_tau",
          "rows": 2,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "spread",
          "rows": 2,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "n_models",
          "rows": 2,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "temperature_fit_mean",
          "rows": 2,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "temperature_fit_std",
          "rows": 2,
          "max_abs_difference": 1.5612511283791264e-17,
          "passed": true
        }
      ],
      "elapsed_seconds": 100.7439663328696,
      "references": [
        {
          "path": "reproduction/references/lmarena140k/gpt_oss_120b/heldout_summary.csv",
          "sha256": "0ea9c002f7ab7d9e6007ee03934b74d2da587acae583b9ba6bfaa9ea71155da4"
        }
      ],
      "run_id": "c1406b29-1181-4627-9c6e-61e1d6790765"
    },
    {
      "passed": true,
      "operation": "fresh_annotation_fits",
      "corpus": "lmarena140k",
      "judge": "Llama-3.3-70B",
      "protocol": "main",
      "annotation_rows": 24999,
      "heldout_rows": 106,
      "checks": [
        {
          "column": "mae",
          "rows": 2,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "spearman_rho",
          "rows": 2,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "kendall_tau",
          "rows": 2,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "spread",
          "rows": 2,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "n_models",
          "rows": 2,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "temperature_fit_mean",
          "rows": 2,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "temperature_fit_std",
          "rows": 2,
          "max_abs_difference": 6.938893903907228e-18,
          "passed": true
        }
      ],
      "elapsed_seconds": 99.65365104214288,
      "references": [
        {
          "path": "reproduction/references/lmarena140k/llama_3_3_70b/heldout_summary.csv",
          "sha256": "c8dfe46c33548e75f4e488954a6b1ddee1e5b4eee2e96106fe96d081228ab001"
        }
      ],
      "run_id": "c1406b29-1181-4627-9c6e-61e1d6790765"
    },
    {
      "passed": true,
      "operation": "fresh_annotation_fits",
      "corpus": "lmarena100k",
      "judge": "Qwen3.5-27B",
      "protocol": "conformal-historical",
      "annotation_rows": 19078,
      "heldout_rows": 110,
      "checks": [
        {
          "column": "judge_bt_elo",
          "rows": 55,
          "max_abs_difference": 2.2737367544323206e-13,
          "passed": true
        },
        {
          "column": "human_bt_elo",
          "rows": 55,
          "max_abs_difference": 2.2737367544323206e-13,
          "passed": true
        },
        {
          "column": "judge_bt_elo_se",
          "rows": 55,
          "max_abs_difference": 1.7763568394002505e-15,
          "passed": true
        },
        {
          "column": "human_bt_elo_se",
          "rows": 55,
          "max_abs_difference": 1.7763568394002505e-15,
          "passed": true
        },
        {
          "column": "seed",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "qhat",
          "rows": 5,
          "max_abs_difference": 1.7763568394002505e-15,
          "passed": true
        },
        {
          "column": "empirical_coverage",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "median_interval_width",
          "rows": 5,
          "max_abs_difference": 2.842170943040401e-14,
          "passed": true
        },
        {
          "column": "n_total",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "n_calibration",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "n_test",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "judge_bt_elo",
          "rows": 55,
          "max_abs_difference": 2.2737367544323206e-13,
          "passed": true
        },
        {
          "column": "human_bt_elo",
          "rows": 55,
          "max_abs_difference": 2.2737367544323206e-13,
          "passed": true
        },
        {
          "column": "judge_bt_elo_se",
          "rows": 55,
          "max_abs_difference": 1.7763568394002505e-15,
          "passed": true
        },
        {
          "column": "human_bt_elo_se",
          "rows": 55,
          "max_abs_difference": 1.7763568394002505e-15,
          "passed": true
        },
        {
          "column": "seed",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "qhat",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "empirical_coverage",
          "rows": 5,
          "max_abs_difference": 1.1102230246251565e-16,
          "passed": true
        },
        {
          "column": "median_interval_width",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "n_total",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "n_calibration",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "n_test",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        }
      ],
      "elapsed_seconds": 675.3455448341556,
      "references": [
        {
          "path": "dataset/results/conformal61/hard/qwen3_5_27b/quarter_tie/heldout_models.csv",
          "sha256": "9580a70be0880c98c1e6c181aaa93ad935afbaaf996d030d958fd5aadf7163aa"
        },
        {
          "path": "dataset/results/conformal61/hard/qwen3_5_27b/quarter_tie/split_repeats.csv",
          "sha256": "bab1a34fe8cb3e9f7fe680907fb2bfbbac0a9c468ad4802739f2b6ea4297db89"
        },
        {
          "path": "dataset/results/conformal61/soft/qwen3_5_27b/quarter_tie/heldout_models.csv",
          "sha256": "4a75bcf7aaecb8aafc6781a62118ef78877c56cbc998aa3eb717070bea0afa99"
        },
        {
          "path": "dataset/results/conformal61/soft/qwen3_5_27b/quarter_tie/split_repeats.csv",
          "sha256": "7c1b8788ff495af25e11ee6bfd898b7bf36d5d87d60a2d4090ef73d67fe6752b"
        }
      ],
      "run_id": "f3dcd6c1-a910-4b5c-b25e-fd20a8616848"
    },
    {
      "passed": true,
      "operation": "fresh_annotation_fits",
      "corpus": "lmarena100k",
      "judge": "GPT-OSS-120B",
      "protocol": "conformal-historical",
      "annotation_rows": 24933,
      "heldout_rows": 110,
      "checks": [
        {
          "column": "judge_bt_elo",
          "rows": 55,
          "max_abs_difference": 2.2737367544323206e-13,
          "passed": true
        },
        {
          "column": "human_bt_elo",
          "rows": 55,
          "max_abs_difference": 2.2737367544323206e-13,
          "passed": true
        },
        {
          "column": "judge_bt_elo_se",
          "rows": 55,
          "max_abs_difference": 1.7763568394002505e-15,
          "passed": true
        },
        {
          "column": "human_bt_elo_se",
          "rows": 55,
          "max_abs_difference": 3.552713678800501e-15,
          "passed": true
        },
        {
          "column": "seed",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "qhat",
          "rows": 5,
          "max_abs_difference": 1.7763568394002505e-15,
          "passed": true
        },
        {
          "column": "empirical_coverage",
          "rows": 5,
          "max_abs_difference": 1.1102230246251565e-16,
          "passed": true
        },
        {
          "column": "median_interval_width",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "n_total",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "n_calibration",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "n_test",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "judge_bt_elo",
          "rows": 55,
          "max_abs_difference": 2.2737367544323206e-13,
          "passed": true
        },
        {
          "column": "human_bt_elo",
          "rows": 55,
          "max_abs_difference": 2.2737367544323206e-13,
          "passed": true
        },
        {
          "column": "judge_bt_elo_se",
          "rows": 55,
          "max_abs_difference": 4.440892098500626e-16,
          "passed": true
        },
        {
          "column": "human_bt_elo_se",
          "rows": 55,
          "max_abs_difference": 3.552713678800501e-15,
          "passed": true
        },
        {
          "column": "seed",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "qhat",
          "rows": 5,
          "max_abs_difference": 1.7763568394002505e-15,
          "passed": true
        },
        {
          "column": "empirical_coverage",
          "rows": 5,
          "max_abs_difference": 1.1102230246251565e-16,
          "passed": true
        },
        {
          "column": "median_interval_width",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "n_total",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "n_calibration",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "n_test",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        }
      ],
      "elapsed_seconds": 879.3467229169328,
      "references": [
        {
          "path": "dataset/results/conformal61/hard/gpt_oss_120b/quarter_tie/heldout_models.csv",
          "sha256": "96926fd27a3e3329fd9f594c6159eaf14117a2d9577015d52faf8c92bce1daad"
        },
        {
          "path": "dataset/results/conformal61/hard/gpt_oss_120b/quarter_tie/split_repeats.csv",
          "sha256": "d041ffd5f4a9fd408fa98dd0edf26421a0ac958d1710f3cd4e0146e6168e7c38"
        },
        {
          "path": "dataset/results/conformal61/soft/gpt_oss_120b/quarter_tie/heldout_models.csv",
          "sha256": "a6f46c92ad966f908aa7fe3fbb55ff6a892c9a0bd312dbfc2a40caa900e4dbe9"
        },
        {
          "path": "dataset/results/conformal61/soft/gpt_oss_120b/quarter_tie/split_repeats.csv",
          "sha256": "d58a7895d9c5d5bb067582eafea21b38297f1e4cae743cab2d37dafb6a9cc220"
        }
      ],
      "run_id": "f3dcd6c1-a910-4b5c-b25e-fd20a8616848"
    },
    {
      "passed": true,
      "operation": "fresh_annotation_fits",
      "corpus": "lmarena100k",
      "judge": "Gemma4-26B-A4B",
      "protocol": "conformal-historical",
      "annotation_rows": 25000,
      "heldout_rows": 110,
      "checks": [
        {
          "column": "judge_bt_elo",
          "rows": 55,
          "max_abs_difference": 2.2737367544323206e-13,
          "passed": true
        },
        {
          "column": "human_bt_elo",
          "rows": 55,
          "max_abs_difference": 2.2737367544323206e-13,
          "passed": true
        },
        {
          "column": "judge_bt_elo_se",
          "rows": 55,
          "max_abs_difference": 3.552713678800501e-15,
          "passed": true
        },
        {
          "column": "human_bt_elo_se",
          "rows": 55,
          "max_abs_difference": 1.7763568394002505e-15,
          "passed": true
        },
        {
          "column": "seed",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "qhat",
          "rows": 5,
          "max_abs_difference": 1.7763568394002505e-15,
          "passed": true
        },
        {
          "column": "empirical_coverage",
          "rows": 5,
          "max_abs_difference": 1.1102230246251565e-16,
          "passed": true
        },
        {
          "column": "median_interval_width",
          "rows": 5,
          "max_abs_difference": 2.842170943040401e-14,
          "passed": true
        },
        {
          "column": "n_total",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "n_calibration",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "n_test",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "judge_bt_elo",
          "rows": 55,
          "max_abs_difference": 2.2737367544323206e-13,
          "passed": true
        },
        {
          "column": "human_bt_elo",
          "rows": 55,
          "max_abs_difference": 2.2737367544323206e-13,
          "passed": true
        },
        {
          "column": "judge_bt_elo_se",
          "rows": 55,
          "max_abs_difference": 8.881784197001252e-16,
          "passed": true
        },
        {
          "column": "human_bt_elo_se",
          "rows": 55,
          "max_abs_difference": 1.7763568394002505e-15,
          "passed": true
        },
        {
          "column": "seed",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "qhat",
          "rows": 5,
          "max_abs_difference": 1.7763568394002505e-15,
          "passed": true
        },
        {
          "column": "empirical_coverage",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "median_interval_width",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "n_total",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "n_calibration",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "n_test",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        }
      ],
      "elapsed_seconds": 888.7101589159574,
      "references": [
        {
          "path": "dataset/results/conformal61/hard/gemma4_27b/quarter_tie/heldout_models.csv",
          "sha256": "78f64ac29f5bb58d6eeabaa4012170bfa0483c35bc84c1785d64c4d774b2a615"
        },
        {
          "path": "dataset/results/conformal61/hard/gemma4_27b/quarter_tie/split_repeats.csv",
          "sha256": "b0cfc40e365c65db168c50895081105065c9cc319dcb43ead5cdf408db9560b0"
        },
        {
          "path": "dataset/results/conformal61/soft/gemma4_27b/quarter_tie/heldout_models.csv",
          "sha256": "3f2085bf834552518dd5eb936ad1f26f87ae3b0119ce93af7b52d0bafb7b9d86"
        },
        {
          "path": "dataset/results/conformal61/soft/gemma4_27b/quarter_tie/split_repeats.csv",
          "sha256": "13d656d1d8a985f46158e4cade989cb722e432eeca7d3d939cc89644e584978a"
        }
      ],
      "run_id": "f3dcd6c1-a910-4b5c-b25e-fd20a8616848"
    },
    {
      "passed": true,
      "operation": "fresh_annotation_fits",
      "corpus": "lmarena100k",
      "judge": "DeepSeek-V3.2",
      "protocol": "conformal-historical",
      "annotation_rows": 24922,
      "heldout_rows": 110,
      "checks": [
        {
          "column": "judge_bt_elo",
          "rows": 55,
          "max_abs_difference": 2.2737367544323206e-13,
          "passed": true
        },
        {
          "column": "human_bt_elo",
          "rows": 55,
          "max_abs_difference": 2.2737367544323206e-13,
          "passed": true
        },
        {
          "column": "judge_bt_elo_se",
          "rows": 55,
          "max_abs_difference": 1.7763568394002505e-15,
          "passed": true
        },
        {
          "column": "human_bt_elo_se",
          "rows": 55,
          "max_abs_difference": 1.7763568394002505e-15,
          "passed": true
        },
        {
          "column": "seed",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "qhat",
          "rows": 5,
          "max_abs_difference": 1.7763568394002505e-15,
          "passed": true
        },
        {
          "column": "empirical_coverage",
          "rows": 5,
          "max_abs_difference": 1.1102230246251565e-16,
          "passed": true
        },
        {
          "column": "median_interval_width",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "n_total",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "n_calibration",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "n_test",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "judge_bt_elo",
          "rows": 55,
          "max_abs_difference": 2.2737367544323206e-13,
          "passed": true
        },
        {
          "column": "human_bt_elo",
          "rows": 55,
          "max_abs_difference": 2.2737367544323206e-13,
          "passed": true
        },
        {
          "column": "judge_bt_elo_se",
          "rows": 55,
          "max_abs_difference": 4.440892098500626e-16,
          "passed": true
        },
        {
          "column": "human_bt_elo_se",
          "rows": 55,
          "max_abs_difference": 1.7763568394002505e-15,
          "passed": true
        },
        {
          "column": "seed",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "qhat",
          "rows": 5,
          "max_abs_difference": 1.7763568394002505e-15,
          "passed": true
        },
        {
          "column": "empirical_coverage",
          "rows": 5,
          "max_abs_difference": 1.1102230246251565e-16,
          "passed": true
        },
        {
          "column": "median_interval_width",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "n_total",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "n_calibration",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "n_test",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        }
      ],
      "elapsed_seconds": 890.7200328749605,
      "references": [
        {
          "path": "dataset/results/conformal61/hard/deepseek_v3_2/quarter_tie/heldout_models.csv",
          "sha256": "68df18bc5b03d98daf335258881a5f9940366bb4599250dfb3bf529a64deb5fc"
        },
        {
          "path": "dataset/results/conformal61/hard/deepseek_v3_2/quarter_tie/split_repeats.csv",
          "sha256": "d916fa7b637006a99a14847cbb1a9061bbd3d5399f2658df6b396ed552c17b6b"
        },
        {
          "path": "dataset/results/conformal61/soft/deepseek_v3_2/quarter_tie/heldout_models.csv",
          "sha256": "87e4bfef8755e9ae72243c9e37e6947920de72f2686c1721b0c2b6aeab762b78"
        },
        {
          "path": "dataset/results/conformal61/soft/deepseek_v3_2/quarter_tie/split_repeats.csv",
          "sha256": "60570fc18e30ecc6f9ad2ffad758051b72480d3e026c8553762d02be04616259"
        }
      ],
      "run_id": "f3dcd6c1-a910-4b5c-b25e-fd20a8616848"
    },
    {
      "passed": true,
      "operation": "fresh_annotation_fits",
      "corpus": "lmarena100k",
      "judge": "Gemma4-E4B",
      "protocol": "conformal-historical",
      "annotation_rows": 25000,
      "heldout_rows": 110,
      "checks": [
        {
          "column": "judge_bt_elo",
          "rows": 55,
          "max_abs_difference": 2.2737367544323206e-13,
          "passed": true
        },
        {
          "column": "human_bt_elo",
          "rows": 55,
          "max_abs_difference": 2.2737367544323206e-13,
          "passed": true
        },
        {
          "column": "judge_bt_elo_se",
          "rows": 55,
          "max_abs_difference": 3.552713678800501e-15,
          "passed": true
        },
        {
          "column": "human_bt_elo_se",
          "rows": 55,
          "max_abs_difference": 1.7763568394002505e-15,
          "passed": true
        },
        {
          "column": "seed",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "qhat",
          "rows": 5,
          "max_abs_difference": 1.7763568394002505e-15,
          "passed": true
        },
        {
          "column": "empirical_coverage",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "median_interval_width",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "n_total",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "n_calibration",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "n_test",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "judge_bt_elo",
          "rows": 55,
          "max_abs_difference": 2.2737367544323206e-13,
          "passed": true
        },
        {
          "column": "human_bt_elo",
          "rows": 55,
          "max_abs_difference": 2.2737367544323206e-13,
          "passed": true
        },
        {
          "column": "judge_bt_elo_se",
          "rows": 55,
          "max_abs_difference": 4.440892098500626e-16,
          "passed": true
        },
        {
          "column": "human_bt_elo_se",
          "rows": 55,
          "max_abs_difference": 1.7763568394002505e-15,
          "passed": true
        },
        {
          "column": "seed",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "qhat",
          "rows": 5,
          "max_abs_difference": 1.7763568394002505e-15,
          "passed": true
        },
        {
          "column": "empirical_coverage",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "median_interval_width",
          "rows": 5,
          "max_abs_difference": 1.4210854715202004e-14,
          "passed": true
        },
        {
          "column": "n_total",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "n_calibration",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "n_test",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        }
      ],
      "elapsed_seconds": 744.1718102090526,
      "references": [
        {
          "path": "dataset/results/conformal61/hard/gemma4_e4b/quarter_tie/heldout_models.csv",
          "sha256": "35826a3b6f62dd3c4db3cde7794e4b95d2a3280f7dec65dd9fb31ca24e315f23"
        },
        {
          "path": "dataset/results/conformal61/hard/gemma4_e4b/quarter_tie/split_repeats.csv",
          "sha256": "e77004435d1120e8a1748a003829d20062827708289654f9411c73ec1ee12c0b"
        },
        {
          "path": "dataset/results/conformal61/soft/gemma4_e4b/quarter_tie/heldout_models.csv",
          "sha256": "c5074d6dbb490783f2734d760b49379765b3935c81de8a50bb9e97b1d546136f"
        },
        {
          "path": "dataset/results/conformal61/soft/gemma4_e4b/quarter_tie/split_repeats.csv",
          "sha256": "73b1d6aefea446ab068ed0cc2efa9be4d8c2233d53b52cd871360c872d3227f4"
        }
      ],
      "run_id": "f3dcd6c1-a910-4b5c-b25e-fd20a8616848"
    },
    {
      "passed": true,
      "operation": "fresh_annotation_fits",
      "corpus": "lmarena100k",
      "judge": "GPT-OSS-20B",
      "protocol": "conformal-historical",
      "annotation_rows": 24536,
      "heldout_rows": 110,
      "checks": [
        {
          "column": "judge_bt_elo",
          "rows": 55,
          "max_abs_difference": 2.2737367544323206e-13,
          "passed": true
        },
        {
          "column": "human_bt_elo",
          "rows": 55,
          "max_abs_difference": 2.2737367544323206e-13,
          "passed": true
        },
        {
          "column": "judge_bt_elo_se",
          "rows": 55,
          "max_abs_difference": 1.7763568394002505e-15,
          "passed": true
        },
        {
          "column": "human_bt_elo_se",
          "rows": 55,
          "max_abs_difference": 3.552713678800501e-15,
          "passed": true
        },
        {
          "column": "seed",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "qhat",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "empirical_coverage",
          "rows": 5,
          "max_abs_difference": 1.1102230246251565e-16,
          "passed": true
        },
        {
          "column": "median_interval_width",
          "rows": 5,
          "max_abs_difference": 2.842170943040401e-14,
          "passed": true
        },
        {
          "column": "n_total",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "n_calibration",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "n_test",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "judge_bt_elo",
          "rows": 55,
          "max_abs_difference": 2.2737367544323206e-13,
          "passed": true
        },
        {
          "column": "human_bt_elo",
          "rows": 55,
          "max_abs_difference": 2.2737367544323206e-13,
          "passed": true
        },
        {
          "column": "judge_bt_elo_se",
          "rows": 55,
          "max_abs_difference": 4.440892098500626e-16,
          "passed": true
        },
        {
          "column": "human_bt_elo_se",
          "rows": 55,
          "max_abs_difference": 3.552713678800501e-15,
          "passed": true
        },
        {
          "column": "seed",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "qhat",
          "rows": 5,
          "max_abs_difference": 1.7763568394002505e-15,
          "passed": true
        },
        {
          "column": "empirical_coverage",
          "rows": 5,
          "max_abs_difference": 1.1102230246251565e-16,
          "passed": true
        },
        {
          "column": "median_interval_width",
          "rows": 5,
          "max_abs_difference": 1.4210854715202004e-14,
          "passed": true
        },
        {
          "column": "n_total",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "n_calibration",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "n_test",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        }
      ],
      "elapsed_seconds": 684.9555089159403,
      "references": [
        {
          "path": "dataset/results/conformal61/hard/gpt_oss_20b/quarter_tie/heldout_models.csv",
          "sha256": "4411de89131182de69cbe33aea05b4d77a75364aa240b05cb027a18560d80237"
        },
        {
          "path": "dataset/results/conformal61/hard/gpt_oss_20b/quarter_tie/split_repeats.csv",
          "sha256": "9851d63157dff2bb6d05ec0cbd67b1e210dba704de049c26db566a4f8190c4c1"
        },
        {
          "path": "dataset/results/conformal61/soft/gpt_oss_20b/quarter_tie/heldout_models.csv",
          "sha256": "4e712824ee5557c679034e4649dd916bbf38a625b42bc2c2323214d498e06a5c"
        },
        {
          "path": "dataset/results/conformal61/soft/gpt_oss_20b/quarter_tie/split_repeats.csv",
          "sha256": "f628b3f0881cc30caba1a296b3ce434affbca5c2f680d6809bb1a13c829a8bcc"
        }
      ],
      "run_id": "f3dcd6c1-a910-4b5c-b25e-fd20a8616848"
    },
    {
      "passed": true,
      "operation": "fresh_annotation_fits",
      "corpus": "lmarena100k",
      "judge": "Llama-3.3-70B",
      "protocol": "conformal-historical",
      "annotation_rows": 25000,
      "heldout_rows": 110,
      "checks": [
        {
          "column": "judge_bt_elo",
          "rows": 55,
          "max_abs_difference": 2.2737367544323206e-13,
          "passed": true
        },
        {
          "column": "human_bt_elo",
          "rows": 55,
          "max_abs_difference": 2.2737367544323206e-13,
          "passed": true
        },
        {
          "column": "judge_bt_elo_se",
          "rows": 55,
          "max_abs_difference": 8.881784197001252e-16,
          "passed": true
        },
        {
          "column": "human_bt_elo_se",
          "rows": 55,
          "max_abs_difference": 1.7763568394002505e-15,
          "passed": true
        },
        {
          "column": "seed",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "qhat",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "empirical_coverage",
          "rows": 5,
          "max_abs_difference": 1.1102230246251565e-16,
          "passed": true
        },
        {
          "column": "median_interval_width",
          "rows": 5,
          "max_abs_difference": 2.842170943040401e-14,
          "passed": true
        },
        {
          "column": "n_total",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "n_calibration",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "n_test",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "judge_bt_elo",
          "rows": 55,
          "max_abs_difference": 1.1368683772161603e-12,
          "passed": true
        },
        {
          "column": "human_bt_elo",
          "rows": 55,
          "max_abs_difference": 2.2737367544323206e-13,
          "passed": true
        },
        {
          "column": "judge_bt_elo_se",
          "rows": 55,
          "max_abs_difference": 5.417888360170764e-14,
          "passed": true
        },
        {
          "column": "human_bt_elo_se",
          "rows": 55,
          "max_abs_difference": 1.7763568394002505e-15,
          "passed": true
        },
        {
          "column": "seed",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "qhat",
          "rows": 5,
          "max_abs_difference": 4.440892098500626e-14,
          "passed": true
        },
        {
          "column": "empirical_coverage",
          "rows": 5,
          "max_abs_difference": 1.1102230246251565e-16,
          "passed": true
        },
        {
          "column": "median_interval_width",
          "rows": 5,
          "max_abs_difference": 4.547473508864641e-13,
          "passed": true
        },
        {
          "column": "n_total",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "n_calibration",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "n_test",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        }
      ],
      "elapsed_seconds": 706.2971309579443,
      "references": [
        {
          "path": "dataset/results/conformal61/hard/llama_3_3_70b/quarter_tie/heldout_models.csv",
          "sha256": "7209cebc0cec26dac3d5ef2239de46fe7f22084ea60c1459db7fb97ed8a84dc8"
        },
        {
          "path": "dataset/results/conformal61/hard/llama_3_3_70b/quarter_tie/split_repeats.csv",
          "sha256": "34a0b7cc4a2b1049a59ba68a34d1807e18bbfc717af5462358907feebb2d78ad"
        },
        {
          "path": "dataset/results/conformal61/soft/llama_3_3_70b/quarter_tie/heldout_models.csv",
          "sha256": "8d9264c0c0f38586c1048333b0c78e403b41b058546dbba641059eaeb8670220"
        },
        {
          "path": "dataset/results/conformal61/soft/llama_3_3_70b/quarter_tie/split_repeats.csv",
          "sha256": "b83c54c8ca9a4b49b961497fd4ba220fa7ed839806693b5b7bfcbd5be113463f"
        }
      ],
      "run_id": "f3dcd6c1-a910-4b5c-b25e-fd20a8616848"
    },
    {
      "passed": true,
      "operation": "fresh_annotation_fits",
      "corpus": "lmarena100k",
      "judge": "Qwen3-32B",
      "protocol": "conformal-historical",
      "annotation_rows": 24802,
      "heldout_rows": 110,
      "checks": [
        {
          "column": "judge_bt_elo",
          "rows": 55,
          "max_abs_difference": 2.2737367544323206e-13,
          "passed": true
        },
        {
          "column": "human_bt_elo",
          "rows": 55,
          "max_abs_difference": 2.2737367544323206e-13,
          "passed": true
        },
        {
          "column": "judge_bt_elo_se",
          "rows": 55,
          "max_abs_difference": 1.7763568394002505e-15,
          "passed": true
        },
        {
          "column": "human_bt_elo_se",
          "rows": 55,
          "max_abs_difference": 1.7763568394002505e-15,
          "passed": true
        },
        {
          "column": "seed",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "qhat",
          "rows": 5,
          "max_abs_difference": 1.7763568394002505e-15,
          "passed": true
        },
        {
          "column": "empirical_coverage",
          "rows": 5,
          "max_abs_difference": 1.1102230246251565e-16,
          "passed": true
        },
        {
          "column": "median_interval_width",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "n_total",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "n_calibration",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "n_test",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "judge_bt_elo",
          "rows": 55,
          "max_abs_difference": 2.2737367544323206e-13,
          "passed": true
        },
        {
          "column": "human_bt_elo",
          "rows": 55,
          "max_abs_difference": 2.2737367544323206e-13,
          "passed": true
        },
        {
          "column": "judge_bt_elo_se",
          "rows": 55,
          "max_abs_difference": 1.7763568394002505e-15,
          "passed": true
        },
        {
          "column": "human_bt_elo_se",
          "rows": 55,
          "max_abs_difference": 1.7763568394002505e-15,
          "passed": true
        },
        {
          "column": "seed",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "qhat",
          "rows": 5,
          "max_abs_difference": 1.7763568394002505e-15,
          "passed": true
        },
        {
          "column": "empirical_coverage",
          "rows": 5,
          "max_abs_difference": 1.1102230246251565e-16,
          "passed": true
        },
        {
          "column": "median_interval_width",
          "rows": 5,
          "max_abs_difference": 1.4210854715202004e-14,
          "passed": true
        },
        {
          "column": "n_total",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "n_calibration",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        },
        {
          "column": "n_test",
          "rows": 5,
          "max_abs_difference": 0.0,
          "passed": true
        }
      ],
      "elapsed_seconds": 703.6050195000134,
      "references": [
        {
          "path": "dataset/results/conformal61/hard/qwen3_32b/quarter_tie/heldout_models.csv",
          "sha256": "f82bde5f354842c465853ccaba025f131e710e952f3e41604b130068074b1937"
        },
        {
          "path": "dataset/results/conformal61/hard/qwen3_32b/quarter_tie/split_repeats.csv",
          "sha256": "aec3266f8a6af49b388e7fe485aea682e6e4882941a8101c77ca280dd2fee3d2"
        },
        {
          "path": "dataset/results/conformal61/soft/qwen3_32b/quarter_tie/heldout_models.csv",
          "sha256": "40b6b4438d7e1a452374b6df6a773274cbe3ef388e66cdafc7329925378e0d85"
        },
        {
          "path": "dataset/results/conformal61/soft/qwen3_32b/quarter_tie/split_repeats.csv",
          "sha256": "6a9211ff10955cc8801be09643a91d8ff585103a10dff3c7634dd592c67f56c8"
        }
      ],
      "run_id": "f3dcd6c1-a910-4b5c-b25e-fd20a8616848"
    }
  ]
}