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      "source_groups": "721",
      "estimate": "0.47058823529411764",
      "ci_low": "0.43795620437956206",
      "ci_high": "0.5043484598808468",
      "valid_resamples": "10000",
      "interval_status": "ok"
    },
    {
      "configuration": "Qwen Instruct primary_repaired",
      "method": "legacy_event_stratified",
      "metric": "wrong_species_rate_all_events",
      "events": "790",
      "source_groups": "721",
      "estimate": "0.45569620253164556",
      "ci_low": "0.4240506329113924",
      "ci_high": "0.4860759493670886",
      "valid_resamples": "10000",
      "interval_status": "ok"
    },
    {
      "configuration": "Qwen Instruct primary_repaired",
      "method": "legacy_event_stratified",
      "metric": "any_rank_conflict_rate",
      "events": "790",
      "source_groups": "721",
      "estimate": "0.4810126582278481",
      "ci_low": "0.4481012658227848",
      "ci_high": "0.5126582278481012",
      "valid_resamples": "10000",
      "interval_status": "ok"
    },
    {
      "configuration": "Qwen Instruct primary_repaired",
      "method": "legacy_event_stratified",
      "metric": "model_species_withheld_rate",
      "events": "790",
      "source_groups": "721",
      "estimate": "0.13924050632911392",
      "ci_low": "0.1189873417721519",
      "ci_high": "0.15952531645569573",
      "valid_resamples": "10000",
      "interval_status": "ok"
    },
    {
      "configuration": "Qwen Instruct primary_repaired",
      "method": "legacy_event_stratified",
      "metric": "technical_nonresponse_rate",
      "events": "790",
      "source_groups": "721",
      "estimate": "0.0",
      "ci_low": "0.0",
      "ci_high": "0.0",
      "valid_resamples": "10000",
      "interval_status": "ok"
    },
    {
      "configuration": "Qwen Instruct primary_repaired",
      "method": "legacy_event_stratified",
      "metric": "raw_tis_pct",
      "events": "790",
      "source_groups": "721",
      "estimate": "56.189873417721515",
      "ci_low": "54.0",
      "ci_high": "58.43037974683544",
      "valid_resamples": "10000",
      "interval_status": "ok"
    },
    {
      "configuration": "Qwen Instruct primary_repaired",
      "method": "legacy_event_stratified",
      "metric": "adjusted_tis_pct",
      "events": "790",
      "source_groups": "721",
      "estimate": "8.08860759493671",
      "ci_low": "3.4430379746835444",
      "ci_high": "12.873417721518987",
      "valid_resamples": "10000",
      "interval_status": "ok"
    },
    {
      "configuration": "Qwen Instruct primary_repaired",
      "method": "legacy_event_stratified",
      "metric": "micro_f1_species_excluding_null_label",
      "events": "790",
      "source_groups": "721",
      "estimate": "0.43537414965986393",
      "ci_low": "0.4051486168980528",
      "ci_high": "0.4659014179608373",
      "valid_resamples": "10000",
      "interval_status": "ok"
    },
    {
      "configuration": "Qwen Instruct primary_repaired",
      "method": "legacy_event_stratified",
      "metric": "genus_accuracy",
      "events": "790",
      "source_groups": "721",
      "estimate": "0.5455696202531646",
      "ci_low": "0.5164556962025316",
      "ci_high": "0.5734177215189873",
      "valid_resamples": "10000",
      "interval_status": "ok"
    },
    {
      "configuration": "Qwen Instruct primary_repaired",
      "method": "legacy_event_stratified",
      "metric": "genus_coverage",
      "events": "790",
      "source_groups": "721",
      "estimate": "0.8607594936708861",
      "ci_low": "0.8404746835443039",
      "ci_high": "0.8810126582278481",
      "valid_resamples": "10000",
      "interval_status": "ok"
    },
    {
      "configuration": "Qwen Instruct primary_repaired",
      "method": "legacy_event_stratified",
      "metric": "genus_attempted_accuracy",
      "events": "790",
      "source_groups": "721",
      "estimate": "0.6338235294117647",
      "ci_low": "0.6023391812865497",
      "ci_high": "0.6656934306569343",
      "valid_resamples": "10000",
      "interval_status": "ok"
    },
    {
      "configuration": "Qwen Instruct primary_repaired",
      "method": "legacy_event_stratified",
      "metric": "family_accuracy",
      "events": "790",
      "source_groups": "721",
      "estimate": "0.6645569620253164",
      "ci_low": "0.6367088607594936",
      "ci_high": "0.6924050632911393",
      "valid_resamples": "10000",
      "interval_status": "ok"
    },
    {
      "configuration": "Qwen Instruct primary_repaired",
      "method": "legacy_event_stratified",
      "metric": "family_coverage",
      "events": "790",
      "source_groups": "721",
      "estimate": "0.8607594936708861",
      "ci_low": "0.8404746835443039",
      "ci_high": "0.8810126582278481",
      "valid_resamples": "10000",
      "interval_status": "ok"
    },
    {
      "configuration": "Qwen Instruct primary_repaired",
      "method": "legacy_event_stratified",
      "metric": "family_attempted_accuracy",
      "events": "790",
      "source_groups": "721",
      "estimate": "0.7720588235294118",
      "ci_low": "0.7426470588235294",
      "ci_high": "0.8017751479289941",
      "valid_resamples": "10000",
      "interval_status": "ok"
    },
    {
      "configuration": "Qwen Instruct primary_repaired",
      "method": "legacy_event_stratified",
      "metric": "order_accuracy",
      "events": "790",
      "source_groups": "721",
      "estimate": "0.7075949367088608",
      "ci_low": "0.6797468354430379",
      "ci_high": "0.7341772151898734",
      "valid_resamples": "10000",
      "interval_status": "ok"
    },
    {
      "configuration": "Qwen Instruct primary_repaired",
      "method": "legacy_event_stratified",
      "metric": "order_coverage",
      "events": "790",
      "source_groups": "721",
      "estimate": "0.8607594936708861",
      "ci_low": "0.8404746835443039",
      "ci_high": "0.8810126582278481",
      "valid_resamples": "10000",
      "interval_status": "ok"
    },
    {
      "configuration": "Qwen Instruct primary_repaired",
      "method": "legacy_event_stratified",
      "metric": "order_attempted_accuracy",
      "events": "790",
      "source_groups": "721",
      "estimate": "0.8220588235294117",
      "ci_low": "0.793859649122807",
      "ci_high": "0.8488910068426198",
      "valid_resamples": "10000",
      "interval_status": "ok"
    },
    {
      "configuration": "Qwen Instruct primary_repaired",
      "method": "legacy_event_stratified",
      "metric": "class_accuracy",
      "events": "790",
      "source_groups": "721",
      "estimate": "0.8443037974683544",
      "ci_low": "0.8227848101265823",
      "ci_high": "0.8645569620253165",
      "valid_resamples": "10000",
      "interval_status": "ok"
    },
    {
      "configuration": "Qwen Instruct primary_repaired",
      "method": "legacy_event_stratified",
      "metric": "class_coverage",
      "events": "790",
      "source_groups": "721",
      "estimate": "0.8607594936708861",
      "ci_low": "0.8404746835443039",
      "ci_high": "0.8810126582278481",
      "valid_resamples": "10000",
      "interval_status": "ok"
    },
    {
      "configuration": "Qwen Instruct primary_repaired",
      "method": "legacy_event_stratified",
      "metric": "class_attempted_accuracy",
      "events": "790",
      "source_groups": "721",
      "estimate": "0.9808823529411764",
      "ci_low": "0.9703703703703703",
      "ci_high": "0.9898255813953488",
      "valid_resamples": "10000",
      "interval_status": "ok"
    },
    {
      "configuration": "Qwen Instruct primary_repaired",
      "method": "legacy_event_stratified",
      "metric": "macro_f1",
      "events": "790",
      "source_groups": "721",
      "estimate": "0.2028763468703074",
      "ci_low": "0.18740056725236387",
      "ci_high": "0.21019836013530588",
      "valid_resamples": "10000",
      "interval_status": "ok"
    },
    {
      "configuration": "Qwen Instruct primary_repaired",
      "method": "legacy_event_stratified",
      "metric": "macro_precision",
      "events": "790",
      "source_groups": "721",
      "estimate": "0.2768795251707656",
      "ci_low": "0.24229508150076196",
      "ci_high": "0.2793241033044234",
      "valid_resamples": "10000",
      "interval_status": "ok"
    },
    {
      "configuration": "Qwen Instruct primary_repaired",
      "method": "legacy_event_stratified",
      "metric": "macro_recall",
      "events": "790",
      "source_groups": "721",
      "estimate": "0.18823529411764706",
      "ci_low": "0.17730112412097707",
      "ci_high": "0.1991142844924203",
      "valid_resamples": "10000",
      "interval_status": "ok"
    },
    {
      "configuration": "Qwen Instruct primary_repaired",
      "method": "legacy_event_stratified",
      "metric": "macro_f1_resampled_universe",
      "events": "790",
      "source_groups": "721",
      "estimate": "0.2028763468703074",
      "ci_low": "0.21013661922421892",
      "ci_high": "0.2460566101341927",
      "valid_resamples": "10000",
      "interval_status": "ok"
    },
    {
      "configuration": "Qwen Instruct primary_repaired",
      "method": "legacy_event_stratified",
      "metric": "reference_species_macro_f1",
      "events": "790",
      "source_groups": "721",
      "estimate": "0.4365693540247121",
      "ci_low": "0.4032670434544539",
      "ci_high": "0.452325585101291",
      "valid_resamples": "10000",
      "interval_status": "ok"
    },
    {
      "configuration": "Qwen Instruct primary_repaired",
      "method": "legacy_event_stratified",
      "metric": "reference_species_macro_precision",
      "events": "790",
      "source_groups": "721",
      "estimate": "0.5958166997345589",
      "ci_low": "0.5213944791788548",
      "ci_high": "0.6010771843259743",
      "valid_resamples": "10000",
      "interval_status": "ok"
    },
    {
      "configuration": "Qwen Instruct primary_repaired",
      "method": "legacy_event_stratified",
      "metric": "reference_species_macro_recall",
      "events": "790",
      "source_groups": "721",
      "estimate": "0.4050632911392405",
      "ci_low": "0.3815340645641278",
      "ci_high": "0.42847377675584114",
      "valid_resamples": "10000",
      "interval_status": "ok"
    },
    {
      "configuration": "Qwen Instruct primary_repaired",
      "method": "stored_original_percentile-stratified",
      "metric": "adjusted_tis_pct",
      "events": "790",
      "source_groups": "",
      "estimate": "8.08860759493671",
      "ci_low": "3.3417721518987342",
      "ci_high": "12.848101265822784",
      "valid_resamples": "10000",
      "interval_status": "stored_immutable"
    }
  ],
  "unit_policy": {
    "table": "headline_intervals.csv",
    "metric_units": {
      "adjusted_tis_pct": "percent_of_five_point_maximum",
      "any_rank_conflict_rate": "proportion_0_to_1",
      "class_accuracy": "proportion_0_to_1",
      "class_attempted_accuracy": "proportion_0_to_1",
      "class_coverage": "proportion_0_to_1",
      "family_accuracy": "proportion_0_to_1",
      "family_attempted_accuracy": "proportion_0_to_1",
      "family_coverage": "proportion_0_to_1",
      "genus_accuracy": "proportion_0_to_1",
      "genus_attempted_accuracy": "proportion_0_to_1",
      "genus_coverage": "proportion_0_to_1",
      "macro_f1": "f1_0_to_1",
      "macro_f1_resampled_universe": "f1_0_to_1",
      "macro_precision": "proportion_0_to_1",
      "macro_recall": "proportion_0_to_1",
      "micro_f1_species_excluding_null_label": "f1_0_to_1",
      "model_species_withheld_rate": "proportion_0_to_1",
      "order_accuracy": "proportion_0_to_1",
      "order_attempted_accuracy": "proportion_0_to_1",
      "order_coverage": "proportion_0_to_1",
      "raw_tis_pct": "percent_of_five_point_maximum",
      "reference_species_macro_f1": "f1_0_to_1",
      "reference_species_macro_precision": "proportion_0_to_1",
      "reference_species_macro_recall": "proportion_0_to_1",
      "species_accuracy": "proportion_0_to_1",
      "species_answer_coverage": "proportion_0_to_1",
      "species_attempted_accuracy": "proportion_0_to_1",
      "technical_nonresponse_rate": "proportion_0_to_1",
      "wrong_species_rate_all_events": "proportion_0_to_1"
    },
    "counts": {
      "events": "events",
      "source_groups": "source_groups",
      "valid_resamples": "bootstrap_resamples"
    },
    "interval": "ci_low and ci_high use the same units as estimate; pointwise 95% when interval_status is ok",
    "estimate": "unit selected by each row's metric_units entry"
  },
  "note": "Saved aggregate candidate analysis; intervals are pointwise and exploratory tests have separate Holm-adjusted p-values."
}