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from CG"}},"notes":["No CMA-ES training was performed: measured speed selected the explicitly requested real-only branch. T3 code, weights, constants, scaling, and Solidity shell are copied whole and unchanged.","Each real arm ran alone against 30 bps VanillaStrategy using amm_sim_rs.run_batch(arm, VanillaStrategy, configs, 8). Configs use canonical MatchRunner draw order and baseline settings. Seeds 9192000..9193023 are used exactly once per arm in this item, only for final evaluation.","Real statistics are paired T3-minus-HA edge differences, using sample SD (ddof=1) divided by sqrt(n). sumsq is sum of squared differences. wins counts positive paired differences; worst5 is the five most negative pairs.","The pinned wheel returns total edge, pnl and retail/arb volumes, but not retail/arb edge splits. Those edge deltas are null; measured retail/arb volume deltas and pnl deltas are supplied. Replica gate B does expose separate retail/arb edge deltas.","Gates and speed are local measurements; imported T3 historical search curves and prior real results are not used as this item's results. Gate C reuses stricter A evidence because the frozen code and port are unchanged.","All specified artifact downloads match their content-addressed sha256 ids; decoded T3 code, CG port, replica source and HA code match every supplied hash. Setup wheel checksum verified; setup validation succeeded on pinned checkout 6b6921f8d463314aa7c96234e1be25a25245f704.","Real execution is segmented into saved batches under scratch; every shell command is bounded below eight minutes. Gas rows are sums across those independent batches, with maxima taken across batches.","The supplied CG port replaces only the replica STRATEGY block. Its TH inputs and three anchor literals read the T3 parameter vector; the market kernel and strategy formulas are unchanged.","No leaderboard placement is claimed."],"measurement_evidence":{"paired_diff_seeds":[9192000,9193023],"completed_markets_per_arm":{"T3":1024,"HA":1024},"paired_diffs":[0.868404005357,2.458602315909,3.098774221648,1.512984800419,2.149549543575,1.283462759299,1.169923002921,1.234430776969,1.524648582079,1.30697712645,1.240271918036,0.965581634062,1.982566506533,0.940034434464,1.256451310702,0.912792619342,0.538809073066,1.141357658916,2.915388321398,0.319098827914,1.310120856831,1.478769516352,-0.013401870642,0.867826870879,0.467632770194,1.227661618921,0.72856151784,1.218590149977,1.106275238781,1.628692556169,1.931685623704,2.963953904135,1.814583175494,0.704135845232,0.748556740442,1.678007262523,1.118913537762,0.027289160812,2.084261062515,1.346998075915,1.646791268941,0.980594728481,0.940046658566,1.373321842721,0.223680305047,1.9281657463,2.169466410462,3.57604592008,2.407579361809,-0.003692676686,2.232705460836,1.534639865204,1.409975916899,0.733870738951,0.779091297738,0.18651414469,1.846374219598,1.477455913826,2.584199072462,0.846821749359,2.247091723491,0.045724877706,-0.824610627144,2.897833515394,1.295125836491,1.185524122031,1.176273140538,2.982253571709,0.062473733876,1.444222198636,1.552837860161,2.04750073805,0.261333336642,1.153420418818,0.771101922725,2.863826317302,1.790122940977,0.925504910661,2.197094032102,0.363730119312,2.027769094437,-0.149601629422,0.861419246966,0.793531535483,1.923845843825,1.063107062828,1.472241596342,1.572804078632,1.543894168389,2.171081755872,2.413239852491,0.968417625417,1.433028714603,-0.294234598238,2.021608544767,2.130457682027,2.687108073615,2.122665579161,3.902642863217,0.995397553968,1.736902571138,1.671517179193,1.674793746326,1.500450416781,0.985555465025,0.765914394095,1.372152357142,0.437599433298,1.147523798388,2.370008115892,0.793625191267,3.158419633538,1.871282453528,2.595567251471,2.165354200786,1.458279302256,0.889594628935,2.180280417078,1.580096639676,2.030903327222,0.579049456414,0.214247915284,1.942852221053,2.025553375566,1.690844932149,2.039115106385,2.37970503881,3.225793453248,2.024266592309,1.019303211183,0.63237840945,0.819807600937,0.494038919614,-1.164803632466,0.535227555308,1.77211696192,1.034327017492,1.657193605112,0.284102374524,3.111961777488,0.931383729081,1.232366254654,2.877886743932,1.850297131041,0.793686782132,0.962802787466,1.070470744083,1.62125444102,1.030249195478,1.02880191087,0.089461980803,0.865192604103,0.935874563122,0.911168260707,1.464249386535,1.12906307704,0.898412968893,3.132987140416,1.897834774214,2.170274400174,1.63840996296,1.655764299355,1.874195086646,1.7365407684,0.707900002238,1.142047635424,1.021472003964,1.269567479534,1.497496903509,1.890045904714,1.543003112286,2.634179698014,2.253441008109,2.954463334516,0.385714016576,1.371376637716,1.729342175025,1.357242448129,0.752060141054,0.697591315179,0.042851341728,2.818051119531,1.525920098518,0.393862679687,1.314094832506,0.476207264301,2.857192687903,2.184623531713,1.424804419086,1.759023317803,1.114034127411,1.520345218722,-0.00527166432,1.393847828708,2.05653765023,0.727408083527,1.551497041448,-0.048528520521,2.45864709135,0.761749146872,3.178977468696,2.312284427489,1.825090354166,0.853656344029,2.288623862283,1.493733077385,1.371861536343,0.695389140658,1.262699335702,1.346559419622,0.810328458571,1.191220291653,3.363785851366,0.938798314579,-0.142254780516,0.84397384378,2.614696657087,0.528597257275,1.259416201976,1.202419247897,0.064874642692,0.579782542834,0.59796636644,1.061343867315,-0.795586796224,1.516867898528,2.422138985936,2.022997587513,1.811605311619,1.031609551151,0.884784495998,0.988380685781,2.065078946889,0.979737881834,2.052601719562,1.326773019768,1.534626119773,2.014846338682,1.941642043236,1.450879812707,0.75361368829,0.831959405674,0.339020519662,1.8671035575,1.560231902187,0.636460208116,2.084898629165,2.150353460828,2.163118773787,1.576156027908,1.333366714537,2.619180363476,1.050534810052,1.52430681225,0.753586265592,1.377292534189,1.048179172523,0.469933379096,3.025585422396,0.967758915425,2.87144767248,0.661712515598,0.989644755997,1.387851647157,1.108312955714,2.835277753935,2.92011836219,1.524811898291,1.5232552791,1.470250424464,1.884863365305,3.870038488288,4.267548308832,0.822738209457,1.489871164116,1.18210771107,0.958314303744,1.097916908109,0.508079185176,1.176025671468,1.407409663253,5.265401064921,0.566710349906,1.854285808881,2.068101782464,0.608360105236,1.604113344755,0.691989425837,1.160316938217,1.359111155837,2.66721436511,3.241279884046,0.222418840253,2.077035860864,1.862416296211,2.191359082175,0.105247299883,1.115304603828,2.355385571885,0.567908470197,3.613238358393,2.326615736764,1.191042419643,1.458839571888,2.104413068541,1.833697420475,0.890133583026,0.788284313853,2.869642747569,1.277951261719,0.651947560304,-0.075865409897,1.057094576062,1.227233086566,1.759162480927,1.236548895431,3.09746215312,0.665988701094,0.17621618979,1.612207046608,0.831737216171,-0.11676947116,1.140298894555,2.383219563873,-0.030786038057,1.63091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