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","code_sha256":"c9332fb36581acdcb4a4b94b5ae39f5127962b9a55e62ffa59eee9c207ee515c","params":{"architecture":"19-8-2","W1":[[0.129195,0.535834,-0.603773,2.330733,-2.423499,-0.187058,-0.932283,2.237618,-4.403329,-1.801735,-0.984171,-0.796115,0.91216,-1.294876,0.738941,-0.376838,-0.778615,-0.251299,1.443707],[0.647688,0.883494,1.559169,3.054947,0.359231,0.796356,-0.50085,-0.113389,-0.269979,0.540468,-0.096257,-1.998924,0.117968,-0.385601,0.05421,1.810353,-0.169602,-0.041913,0.731987],[1.901275,3.538192,-1.217893,1.154212,1.881912,2.791578,-2.001382,2.000555,1.661887,-1.555575,0.088069,-1.159419,-0.928431,0.49016,0.196651,1.695543,-2.713478,-0.092587,-1.340313],[0.013307,-1.524416,0.233615,-0.309691,-1.420578,-0.865468,0.323313,0.868602,0.405237,0.248853,0.365293,-1.795186,-0.779449,0.251802,-0.064014,-0.14673,2.120536,-0.579481,-0.58264],[0.847496,0.779751,4.643573,-0.674649,-2.465899,-1.177063,-0.394555,-0.351407,-0.031365,0.178227,0.021783,-2.199107,0.135335,-0.838893,0.153087,-0.475782,2.12689,-0.020216,0.494129],[1.460469,-1.927254,1.088709,-1.836697,3.622285,1.425769,2.364774,0.931687,-1.033261,-0.347425,-0.006611,3.497277,0.618077,-0.684321,-0.182607,0.258831,-1.825864,-0.426618,-0.907811],[-2.059713,1.082893,-0.953892,-0.63127,2.343724,0.886369,-1.12255,2.082171,0.881397,-0.982077,1.290603,1.125108,1.382088,-0.010705,-1.391243,-1.382657,0.095261,-1.227592,2.305033],[-2.328272,-3.435706,3.468476,3.806905,-0.862495,-0.818236,-1.589321,2.064444,0.540276,-0.026084,2.174705,-2.22616,1.432678,-0.098855,0.353731,1.422516,-0.182691,-1.724775,1.875362]],"b1":[1.039927,-1.810508,-4.549702,-0.400328,-1.379028,-0.749936,-1.654721,-0.180992],"W2":[[0.172913,-2.057156,0.380463,-0.024146,-3.320847,-0.356343,-1.003711,0.934935],[0.631431,-1.725794,-1.433743,3.503042,0.312045,-1.659624,0.415931,0.166168]],"b2":[1.467275,2.124252],"constants":{"ELAPSED_CAP":8.0,"SIGNAL_THRESHOLD":0.001421626189463783,"DIR_DECAY":0.7447682210913571,"ACT_DECAY":0.5218218900230094,"SIZE_DECAY":0.5337727639001401,"TOX_DECAY":0.9138360039674462,"SIGMA_DECAY":0.6996795183133093,"LAMBDA_DECAY":0.9902752485252296,"SIZE_BLEND_DECAY":0.8287052373876808,"TOX_BLEND_DECAY":0.15137265090461904,"ACT_BLEND_DECAY":0.9863132682420722,"PHAT_ALPHA":0.26086633575047,"PHAT_ALPHA_RETAIL":0.058658837585913226,"PHAT_ALPHA_SAME":0.1324576228725893,"DIR_IMPACT_MULT":4.0,"GATE_SIGMA_MULT":7.03922748658742,"MIN_GATE":0.030425141232417945,"TRADE_TOX_BOOST":0.34019186747655006,"STALE_ATTRACT_FRAC":0.9050915721253507,"RET_CAP":0.026625006932301857,"TOX_CAP":0.19455479376004636,"TRADE_RATIO_CAP":0.2055686854144222,"LAMBDA_CAP":1.8005904830256434,"STEP_COUNT_CAP":62.0,"BASE_FEE":0.00039722607150550945,"SIGMA_COEF":0.21219083844882838,"LAMBDA_COEF":0.0011652084505156374,"FLOW_SIZE_COEF":0.47463941247137864,"TOX_COEF":0.029412198790923674,"TOX_QUAD_COEF":1.5298423357991129,"ACT_COEF":8.18244602067726,"DIR_COEF":0.0019684516134188096,"DIR_TOX_COEF":0.009939816263621398,"STALE_DIR_COEF":0.7059977953871973,"SIGMA_TOX_COEF":0.050931207122712346,"TAIL_KNEE":0.054858453058671534,"TAIL_SLOPE_PROTECT":0.8394674594994418,"TAIL_SLOPE_ATTRACT":0.7793000241458002,"ANCHOR_COUNT_CAP":646.0,"ANCHOR_LINEAR_K":0.7052097381768192,"ANCHOR_QUADRATIC_K":1.3301789139193136},"scaling":{"feature_multipliers":[1000.0,2.0,500.0,500.0,500.0,1.0,500.0,500.0,2.0,2.0,1000000.0,1.0,500.0,647.054817,1.395287,220.617911,228.148131,0.412565,274.335453],"feature_offsets":[-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0,0.0,-1.0,-1.0,-1.0,0.0,-1.0,-0.618293,-2.037262,-0.803057,-0.808615,-0.823811,0.001772],"feature_order":["sigmaHat","lambdaHat","sizeHat","toxEma","actEma","direction","(spot-staleHat)/staleHat","signed_trade_ratio","arb_probability","first_in_step","uncertainty","min(silent,8)/8","anchor_mean","raw_size","step_trade_count","prev_bid_fee","prev_ask_fee","steps_since_arb_like_print","router_implied_vanilla_spot_dev"],"weight_fixed_point_scale":1000000,"fee_output_unit":0.0001}},"seeds":{"training":[1413000000,1413047103],"monitor":[30000000,30002047],"gate_B":[7232768,7233279],"holdout":[40000000,40008191],"real":[8584000,8585023],"callback_sequences":[310000,310049]},"inputs":{"CG":"https://api.imdnotdead.fun/artifacts/ebbd90c663c396598965b23341aea97a4501b4c971db183a8fe94a880f399979","constant_keys":"https://api.imdnotdead.fun/artifacts/fe2320b5c091489337b3eb06bcbaea19bf4a8af09d959d67504ba63184f1dab6","IB":"https://api.imdnotdead.fun/artifacts/afd5183e9ff3235334e041c00b0cd19079599a2c6464db95f8c1586712105557","replica":"https://api.imdnotdead.fun/artifacts/e8a7a2af9039c24b8bb2d3b5fa1c9113606cbf5a480ac07d02ca26750f1752ea"},"notes":["All downloaded artifact JSON SHA256s matched their URL IDs; CG code/port, IB code, replica source, HA code and wheel matched the brief hashes.","A and C use synthetic 2,000-callback traces with bounded trade sizes; the real-engine gas result determines market validity.","The fixed monitor selected the frozen CMA mean. The holdout was evaluated once after freezing.","The two IB seed values 8584000 and 8584001 came from a preliminary single IB real-engine probe; they were retained without rerunning IB on those seeds."]}