{
  "framing": "Prop-02 Option B \u2014 fingerprint track pre-registered secondary (not support alone)",
  "prop02_success_claimed": false,
  "gnn_path": "primary for official support (not run here)",
  "subsample_n": 5000,
  "subsample_hits": 558,
  "seed_labeled": 100,
  "batch": 25,
  "budget": 400,
  "n_al_seeds": 5,
  "features": "FLUX ENGINE Magpie-lite full vector",
  "diversity": "farthest-point in StandardScaler feature space",
  "leakage_proxy": "chemsys overlap with seed among acquired; optional ban_seen_chemsys at query time",
  "summary": [
    {
      "arm": "random",
      "ban_seen_chemsys": false,
      "final_recall_mean": 0.10716845878136201,
      "final_recall_std": 0.009929673962147004,
      "final_recall_ci95": [
        0.09846471579964403,
        0.11587220176308
      ],
      "aulc_mean": 0.06267921146953405,
      "aulc_std": 0.005020901702567192,
      "frac_acquired_sharing_seed_chemsys_mean": 0.003,
      "frac_acquired_sharing_seed_chemsys_std": 0.0020916500663351887,
      "n_seeds": 5
    },
    {
      "arm": "uncertainty",
      "ban_seen_chemsys": false,
      "final_recall_mean": 0.2924731182795699,
      "final_recall_std": 0.013612995709557674,
      "final_recall_ci95": [
        0.2805408014362482,
        0.3044054351228916
      ],
      "aulc_mean": 0.15243055555555554,
      "aulc_std": 0.010620574405505338,
      "frac_acquired_sharing_seed_chemsys_mean": 0.006500000000000001,
      "frac_acquired_sharing_seed_chemsys_std": 0.003354101966249685,
      "n_seeds": 5
    },
    {
      "arm": "diversity",
      "ban_seen_chemsys": false,
      "final_recall_mean": 0.05161290322580645,
      "final_recall_std": 0.007432416255673016,
      "final_recall_ci95": [
        0.0450981031357808,
        0.058127703315832106
      ],
      "aulc_mean": 0.03157482078853047,
      "aulc_std": 0.0021778122663479154,
      "frac_acquired_sharing_seed_chemsys_mean": 0.001,
      "frac_acquired_sharing_seed_chemsys_std": 0.0013693063937629153,
      "n_seeds": 5
    },
    {
      "arm": "random",
      "ban_seen_chemsys": true,
      "final_recall_mean": 0.0982078853046595,
      "final_recall_std": 0.0062595875256534,
      "final_recall_ci95": [
        0.09272111492301899,
        0.10369465568630001
      ],
      "aulc_mean": 0.05646281362007168,
      "aulc_std": 0.0029593006131558657,
      "frac_acquired_sharing_seed_chemsys_mean": 0.0,
      "frac_acquired_sharing_seed_chemsys_std": 0.0,
      "n_seeds": 5
    },
    {
      "arm": "uncertainty",
      "ban_seen_chemsys": true,
      "final_recall_mean": 0.29498207885304656,
      "final_recall_std": 0.010495735099889847,
      "final_recall_ci95": [
        0.28578216140743035,
        0.30418199629866277
      ],
      "aulc_mean": 0.15141129032258066,
      "aulc_std": 0.01038746472842386,
      "frac_acquired_sharing_seed_chemsys_mean": 0.0,
      "frac_acquired_sharing_seed_chemsys_std": 0.0,
      "n_seeds": 5
    },
    {
      "arm": "diversity",
      "ban_seen_chemsys": true,
      "final_recall_mean": 0.05161290322580645,
      "final_recall_std": 0.007432416255673016,
      "final_recall_ci95": [
        0.0450981031357808,
        0.058127703315832106
      ],
      "aulc_mean": 0.03159722222222222,
      "aulc_std": 0.00220571664632392,
      "frac_acquired_sharing_seed_chemsys_mean": 0.0,
      "frac_acquired_sharing_seed_chemsys_std": 0.0,
      "n_seeds": 5
    }
  ],
  "citation": "Materials Project; Jain et al., APL Materials 1, 011002 (2013)"
}