{
  "pipeline": "agreement_gate_ensemble",
  "description": "8-seed Perch base + harmonic arm + BirdMAE arm -> agreement gate",
  "members": {
    "base_perch": {
      "checkpoints": [
        "base_perch_s1234.pt",
        "base_perch_s42.pt",
        "base_perch_s2023.pt",
        "base_perch_s7.pt",
        "base_perch_s99.pt",
        "base_perch_s123.pt",
        "base_perch_s256.pt",
        "base_perch_s777.pt"
      ],
      "modality": "perch",
      "arch": "rp",
      "standardize": false,
      "combine": "softmax-mean",
      "selection": "synthval"
    },
    "arm_harmonic": {
      "checkpoints": [
        "arm_harmonic_s1234.pt",
        "arm_harmonic_s42.pt",
        "arm_harmonic_s2023.pt"
      ],
      "modality": "harmonic",
      "arch": "harm",
      "standardize": true,
      "combine": "softmax-mean"
    },
    "arm_birdmae": {
      "checkpoints": [
        "arm_birdmae_s1234.pt",
        "arm_birdmae_s42.pt",
        "arm_birdmae_s2023.pt"
      ],
      "modality": "birdmae",
      "arch": "rp",
      "standardize": true,
      "combine": "softmax-mean"
    },
    "arm_bgwhiten": {
      "checkpoints": [
        "arm_bgwhiten_s1234.pt",
        "arm_bgwhiten_s42.pt",
        "arm_bgwhiten_s2023.pt",
        "arm_bgwhiten_s7.pt",
        "arm_bgwhiten_s99.pt"
      ],
      "modality": "bgwhiten",
      "arch": "rp",
      "standardize": true,
      "combine": "softmax-mean",
      "feature": "background-whitened 257-d spectrum (analysis/extract_bgwhiten_full.py)"
    }
  },
  "gate": {
    "type": "agreement_unanimous_3",
    "rule": "override base where harmonic.argmax==birdmae.argmax==bgwhiten.argmax and min(conf)>tau",
    "tau": 0.3,
    "override": "mean(harm,birdmae,bgwhiten)",
    "voters": [
      "arm_harmonic",
      "arm_birdmae",
      "arm_bgwhiten"
    ]
  },
  "results": {
    "base_BA_unseen": 0.3178,
    "two_voter_BA_unseen": 0.3411,
    "gated_BA_unseen": 0.3616,
    "gate_delta_vs_2voter": 0.0204,
    "per_species": {
      "aegypti": 0.8125,
      "albopictus": 0.3795,
      "quinquefasciatus": 0.1964,
      "gambiae": 0.0465,
      "arabiensis": 0.1923,
      "dirus": 0.0,
      "pipiens": 0.8824,
      "minimus": 0.6364,
      "stephensi": 0.1081
    },
    "note": "bgwhiten 3rd voter acts as a precision VETO; gains on large-n movers arabiensis/quinque; LOSO-stable; 2-voter backup in checkpoints_backup_2voter/"
  },
  "git_commit": "9b54ec6",
  "feature_dims": {
    "perch": 1536,
    "harmonic": 102,
    "birdmae": 1024,
    "bgwhiten": 257
  }
}