{ "_comment": "Pre-normalization params from d3d_pedestal_dataset_clean. Apply BEFORE the edensfit89 FPE normalization. The edensfit89 shards reused already-z-scored data from pedestal_dataset_clean, so live MDS data must be z-scored with these params first to match the training distribution.", "_source": "/eagle/fusiondl_aesp/d3d_pedestal_dataset_clean/normalization_params.json", "signal_names": [ "pohm", "pinj", "tinj", "ech_total", "f1a", "f2a", "f3a", "f4a", "f5a", "f6a", "f7a", "f8a", "f9a", "f1b", "f2b", "f3b", "f4b", "f5b", "f6b", "f7b", "f8b", "f9b", "ecoila", "ecoilb", "gasa_cal", "gasb_cal", "gasc_cal", "gasd_cal", "gase_cal", "ip", "ipspr15v", "bt" ], "means": [ 412338.692995197, 2.8111997039100878, 2.154143940948575, 2.159654935239209, -1444.0438445123289, -1315.1185221229061, -639.741760304047, 1172.4978680515835, 1222.4970107268077, -2488.8410961768263, -2491.3739557685253, 1050.107386405324, -578.9736547563273, -1421.0817159358041, -1285.3967398730092, -1061.0290851406676, 1186.4795970820587, 1460.6822372728345, -2452.093120847959, -3071.3132492215186, 1531.3304960724108, -262.6728625067526, -6887.604056684089, -6768.996463787789, 14.89178144369171, 1.9421402622606716, 0.7508911827356307, 1.0383906373403984, 0.3920832239686922, 843738.365177953, 1.686035704271647, -1.0310375752078498 ], "stds": [ 369847.07339000056, 194.08418888726106, 2.3684465859740262, 5.948083564785035, 1267.4907621702682, 1217.4478106828162, 1249.3915272640536, 1345.3871181128568, 1359.1934832307923, 1887.1891497052302, 1888.1014577442652, 1559.9875106371376, 1287.2118470203372, 1271.813282654729, 1259.8644805335082, 1361.9306367877398, 1521.172083160852, 1393.2120473032558, 1856.723912629122, 2432.8530409799628, 1705.6959050005082, 1421.8036451037203, 19092.148992270486, 18858.28389193975, 27.289184462156058, 11.092415079529571, 9.017289768908354, 12.055982101097918, 6.498888909025979, 622708.1868005696, 1.2457633871984848, 1.599000778986496 ] }