| { |
| "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 |
| } |
| } |
