CIDM-v2 A2 report.json
Browse files- research/v2/A2/report.json +952 -0
research/v2/A2/report.json
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| 902 |
+
"uniform_rps": 0.19155681133270264,
|
| 903 |
+
"budget": 4.470348358154297e-08,
|
| 904 |
+
"latent_rms": 0.49256622791290283
|
| 905 |
+
},
|
| 906 |
+
{
|
| 907 |
+
"seed": 1190004,
|
| 908 |
+
"mse": 0.1377757415175438,
|
| 909 |
+
"persistence": 0.15843652188777924,
|
| 910 |
+
"swapped_controls": 0.1999419778585434,
|
| 911 |
+
"no_soc": 0.12523655965924263,
|
| 912 |
+
"no_sync": 0.17292062938213348,
|
| 913 |
+
"no_flux": 0.19720672816038132,
|
| 914 |
+
"zero_source": 0.14452234655618668,
|
| 915 |
+
"delta_mse": 0.19439482688903809,
|
| 916 |
+
"delta_truth_power": 0.19655656814575195,
|
| 917 |
+
"delta_pred_power": 0.12217074632644653,
|
| 918 |
+
"rps": 0.1956218257546425,
|
| 919 |
+
"uniform_rps": 0.19092204421758652,
|
| 920 |
+
"budget": 5.960464477539063e-08,
|
| 921 |
+
"latent_rms": 0.4948771893978119
|
| 922 |
+
},
|
| 923 |
+
{
|
| 924 |
+
"seed": 1190005,
|
| 925 |
+
"mse": 0.13286947458982468,
|
| 926 |
+
"persistence": 0.16150612384080887,
|
| 927 |
+
"swapped_controls": 0.23286201059818268,
|
| 928 |
+
"no_soc": 0.12175446003675461,
|
| 929 |
+
"no_sync": 0.16822832822799683,
|
| 930 |
+
"no_flux": 0.18784770369529724,
|
| 931 |
+
"zero_source": 0.14895880967378616,
|
| 932 |
+
"delta_mse": 0.15818864107131958,
|
| 933 |
+
"delta_truth_power": 0.2129044383764267,
|
| 934 |
+
"delta_pred_power": 0.1452692598104477,
|
| 935 |
+
"rps": 0.18221499025821686,
|
| 936 |
+
"uniform_rps": 0.18328857421875,
|
| 937 |
+
"budget": 5.960464477539063e-08,
|
| 938 |
+
"latent_rms": 0.4845345914363861
|
| 939 |
+
}
|
| 940 |
+
]
|
| 941 |
+
}
|
| 942 |
+
},
|
| 943 |
+
"notes": [
|
| 944 |
+
"Single trained model; all interventions are frozen-weight inference only",
|
| 945 |
+
"Physics-aware upwind Flux is a supplied inductive bias, not learned discovery",
|
| 946 |
+
"Synthetic future controls are known at issue, unlike unobserved real future weather",
|
| 947 |
+
"Counterfactual branches have identical history and distinct issued controls",
|
| 948 |
+
"36-step is beyond the 12/24-step training horizon",
|
| 949 |
+
"Paired-scale transfer balance only proves algebraic latent cancellation, not physical conservation",
|
| 950 |
+
"No ECMWF skill or global training approval from synthetic tests"
|
| 951 |
+
]
|
| 952 |
+
}
|