{
  "bench_version": 1,
  "track": "dynamics",
  "model": "rnn_small",
  "metric_direction": "lower is better",
  "n_seeds": 8,
  "baseline": {
    "best_cfg": {
      "lr": 0.003,
      "weight_decay": 0.0001
    },
    "sweep": [
      {
        "cfg": {
          "lr": 0.001,
          "weight_decay": 0.0
        },
        "mean": 0.005020207085181028
      },
      {
        "cfg": {
          "lr": 0.002,
          "weight_decay": 0.0
        },
        "mean": 0.004117600648896769
      },
      {
        "cfg": {
          "lr": 0.003,
          "weight_decay": 0.0
        },
        "mean": 0.0029489120497601107
      },
      {
        "cfg": {
          "lr": 0.001,
          "weight_decay": 0.0001
        },
        "mean": 0.005006968247471377
      },
      {
        "cfg": {
          "lr": 0.002,
          "weight_decay": 0.0001
        },
        "mean": 0.004086799017386511
      },
      {
        "cfg": {
          "lr": 0.003,
          "weight_decay": 0.0001
        },
        "mean": 0.0029277410794747993
      }
    ],
    "full": {
      "mean": 0.0029277410794747993,
      "std": 0.0017676469099389427,
      "per_seed": [
        0.00244312291033566,
        0.002742342883720994,
        0.0011618298012763262,
        0.007381403353065252,
        0.00252148206345737,
        0.003086549462750554,
        0.002133725443854928,
        0.0019514727173373103
      ],
      "n": 8
    }
  },
  "idea": {
    "mean": 0.0024121131718857214,
    "std": 0.0011804587505530163,
    "per_seed": [
      0.002581692300736904,
      0.002109199995175004,
      0.001057643094100058,
      0.005024303216487169,
      0.0026745826471596956,
      0.0028591060545295477,
      0.0019529175478965044,
      0.0010374605190008879
    ],
    "n": 8
  },
  "comparison": {
    "delta_mean": -0.000515627907589078,
    "idea_wins": 6,
    "n_pairs": 8,
    "per_seed_diffs": [
      0.00013856939040124416,
      -0.00063314288854599,
      -0.0001041867071762681,
      -0.002357100136578083,
      0.00015310058370232582,
      -0.0002274434082210064,
      -0.00018080789595842361,
      -0.0009140121983364224
    ],
    "p_value": 0.0757,
    "mde": 0.0006926282795900552,
    "mde_rel_pct": 23.65742942385821,
    "verdict": "no significant win",
    "system_worked": false
  },
  "mechanism_signature": {
    "prediction": {
      "claim": "bounded positive state should remain finite and ISS energy should not grow",
      "baseline_pred_abs_mean": 0.714909203350544,
      "observed_Vdot_mean": 1.7621822357177734,
      "observed_V_mean": 0.023558731889352202,
      "observed_state_min": 0.05470801889896393,
      "observed_state_max": 3.6606810092926025,
      "interpretation": "Positive finite states were observed, but mean Vdot was positive rather than nonpositive; the ISS decay prediction is not confirmed."
    },
    "confirmed": false
  },
  "idea_sweep": [
    {
      "cfg": {
        "lr": 0.001,
        "weight_decay": 0.0,
        "lambda_iss": 0.0
      },
      "mean": 0.14595716912299395
    },
    {
      "cfg": {
        "lr": 0.002,
        "weight_decay": 0.0,
        "lambda_iss": 0.01
      },
      "mean": 0.0060275343275861815
    },
    {
      "cfg": {
        "lr": 0.003,
        "weight_decay": 0.0001,
        "lambda_iss": 0.03
      },
      "mean": 0.0024121131718857214
    }
  ]
}