Residual-screened Koopman latent bottleneck / results.json

Mechanism confirmed, baseline not beaten

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 1{
 2  "zero_residual": [
 3    0.0,
 4    0.0
 5  ],
 6  "variance": {
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20    ],
21    "predicted": [
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23      0.01640362591364458,
24      0.06265876105646552,
25      0.21311003880009363,
26      0.5485961684935882
27    ],
28    "small_noise_slope": 126.69243795941516
29  },
30  "impulse_rate": {
31    "rate": [
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38    ],
39    "observed": [
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46    ],
47    "predicted": [
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51      0.0947302764781732,
52      0.1739940683786227,
53      0.3002748633795054
54    ],
55    "small_rate_slope": 10.388539508671297
56  },
57  "screening": {
58    "validation_residuals": [
59      0.0,
60      1.4000576599815073
61    ],
62    "tau": 0.7000288299907537,
63    "mask": [
64      true,
65      false
66    ],
67    "retained": 1,
68    "full_rollout_mse": 0.004739258260913816,
69    "screened_rollout_mse": 2.900279791331851e-05
70  }
71}