1{
  2  "bench_version": 1,
  3  "track": "dynamics",
  4  "model": "rnn_small",
  5  "metric_direction": "lower is better",
  6  "n_seeds": 8,
  7  "baseline": {
  8    "best_cfg": {
  9      "lr": 0.006,
 10      "epochs": 8
 11    },
 12    "sweep": [
 13      {
 14        "cfg": {
 15          "lr": 0.001,
 16          "epochs": 8
 17        },
 18        "mean": 0.006717785610817373
 19      },
 20      {
 21        "cfg": {
 22          "lr": 0.003,
 23          "epochs": 8
 24        },
 25        "mean": 0.001539975477498956
 26      },
 27      {
 28        "cfg": {
 29          "lr": 0.006,
 30          "epochs": 8
 31        },
 32        "mean": 0.0013831749238306656
 33      }
 34    ],
 35    "full": {
 36      "mean": 0.001290830463403836,
 37      "std": 0.0005098154991553572,
 38      "per_seed": [
 39        0.001963656395673752,
 40        0.0016316777328029275,
 41        0.0007375201093964279,
 42        0.0011998454574495554,
 43        0.0005706549272872508,
 44        0.0011663567274808884,
 45        0.0010045842500403523,
 46        0.002052348107099533
 47      ],
 48      "n": 8
 49    }
 50  },
 51  "idea": {
 52    "mean": 0.0020039106311742216,
 53    "std": 0.0006166624712056951,
 54    "per_seed": [
 55      0.0014695058343932033,
 56      0.0029612784273922443,
 57      0.002112278714776039,
 58      0.0011878599179908633,
 59      0.0012330585159361362,
 60      0.0023434634786099195,
 61      0.0020484665874391794,
 62      0.002675373572856188
 63    ],
 64    "n": 8
 65  },
 66  "comparison": {
 67    "delta_mean": 0.0007130801677703857,
 68    "idea_wins": 2,
 69    "n_pairs": 8,
 70    "per_seed_diffs": [
 71      -0.0004941505612805486,
 72      0.0013296006945893168,
 73      0.0013747586053796113,
 74      -1.1985539458692074e-05,
 75      0.0006624035886488855,
 76      0.0011771067511290312,
 77      0.001043882337398827,
 78      0.0006230254657566547
 79    ],
 80    "p_value": 0.0303,
 81    "mde": 0.0005597031685205955,
 82    "mde_rel_pct": 43.359928696189485,
 83    "verdict": "idea worse (significant)",
 84    "system_worked": false
 85  },
 86  "mechanism_signature": {
 87    "mechanism_signature": {
 88      "prediction": "activation when lambda_next > 2.0 * noise_floor and persistence=2",
 89      "observed_mean_active_rank": 16.0,
 90      "observed_min_rank": 2,
 91      "observed_max_rank": 30,
 92      "observed_structural_events": 28,
 93      "observed_crossing_samples": 56,
 94      "confirmed": true
 95    },
 96    "idea_sweep": [
 97      {
 98        "cfg": {
 99          "lr": 0.006,
100          "epochs": 8,
101          "con": 2.0
102        },
103        "mean": 0.0019327307236380875
104      },
105      {
106        "cfg": {
107          "lr": 0.001,
108          "epochs": 8,
109          "con": 2.0
110        },
111        "mean": 0.0686129005625844
112      },
113      {
114        "cfg": {
115          "lr": 0.003,
116          "epochs": 8,
117          "con": 2.0
118        },
119        "mean": 0.01151486299932003
120      }
121    ],
122    "math_check": {
123      "predicted_on_boundary": 2.0,
124      "corrected_population_eigenvalues": [
125        0.5,
126        2.0,
127        3.0
128      ],
129      "on_condition": [
130        false,
131        false,
132        true
133      ],
134      "off_condition": [
135        true,
136        false,
137        false
138      ],
139      "boundary_exact": true
140    },
141    "track_match": "dynamics contains recurrent controlled state evolution"
142  }
143}