{"key":"p6-s3-retreat-strength","idea":"Port c-s3-retreat-strength onto MA only at rival spread 3.","spreads":[3],"approach":"After exactly a one-tick rival ask retreat upward or bid retreat downward, multiply posterior weights outside the crossed one-tick interval by 1-strength and renormalize before quoting. Source strength 0.7 and gentler 0.35 were screened; frozen strength is 0.7. Apply each side multiplicatively if both retreat. Guard all added logic by self.s == 3.","tried":["Verified MA, N and decoded source hashes before porting; verified all four supplied MA check values.","Two variants only, each against the same MA seeds 340000..340199; selected the highest spread-3 paired mean before examining holdout.","Frozen winner versus MA on all 1000 seeds 450000..450999 in complete 50-seed serial commands; compared SHA-256 traces of every step action on off-target spreads."],"next":"Replicate the frozen candidate in a measure item; promotion requires paired gain above twice SE on reserved finalist seeds.","port_kind":"body","code":{"encoding":"gzip+base64","utf8_bytes":38679,"data":"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"},"code_sha256":"d79cf3498272012f0a11d52a8e477450bc8c1e30f0dae27e6d5f7fef57eb6607","base_sha256":"5d1bd5272884f513b19f0e66a7c235f6c188a08e4f7787ac9346f1614dda3ed3","check_values":[{"seed":310000,"expected":17.116002,"actual":17.1160017503,"ok":true},{"seed":310001,"expected":23.820392,"actual":23.8203924577,"ok":true},{"seed":310002,"expected":2.376144,"actual":2.3761435866,"ok":true},{"seed":310003,"expected":243.87214,"actual":243.8721397061,"ok":true}],"python_version":"3.12.3","tuning":{"seeds":{"start":340000,"end":340199,"n":200},"variants":[{"name":"source_070","code_sha256":"d79cf3498272012f0a11d52a8e477450bc8c1e30f0dae27e6d5f7fef57eb6607","mean_diff":0.27286438348900033,"se":0.1827639747933693,"by_spread":{"1":{"n":45,"sum_d":0.0,"sum_d2":0.0,"mean_diff":0.0,"se":0.0,"base_mean":69.61862003081778,"retail_diff":0.0,"arb_diff":0.0},"2":{"n":49,"sum_d":0.0,"sum_d2":0.0,"mean_diff":0.0,"se":0.0,"base_mean":97.83579739616121,"retail_diff":0.0,"arb_diff":0.0},"3":{"n":46,"sum_d":54.57287669780007,"sum_d2":1344.3172795497658,"mean_diff":1.1863668847347841,"se":0.7862261803587673,"base_mean":156.67359314366522,"retail_diff":0.4076808894369572,"arb_diff":0.7786859953760864},"4":{"n":60,"sum_d":0.0,"sum_d2":0.0,"mean_diff":0.0,"se":0.0,"base_mean":173.09665691215,"retail_diff":0.0,"arb_diff":0.0}}},{"name":"gentle_035","code_sha256":"32a78dad98a02322f6878e7dc6fd152dace84f6e43d9ba5f61fa404e232d509f","mean_diff":0.04229042793000026,"se":0.046944110487290865,"by_spread":{"1":{"n":45,"sum_d":0.0,"sum_d2":0.0,"mean_diff":0.0,"se":0.0,"base_mean":69.61862003081778,"retail_diff":0.0,"arb_diff":0.0},"2":{"n":49,"sum_d":0.0,"sum_d2":0.0,"mean_diff":0.0,"se":0.0,"base_mean":97.83579739616121,"retail_diff":0.0,"arb_diff":0.0},"3":{"n":46,"sum_d":8.458085586000053,"sum_d2":88.0669265347308,"mean_diff":0.18387142578260984,"se":0.20443361876764685,"base_mean":156.67359314366522,"retail_diff":-0.014472739576086153,"arb_diff":0.198344165395652},"4":{"n":60,"sum_d":0.0,"sum_d2":0.0,"mean_diff":0.0,"se":0.0,"base_mean":173.09665691215,"retail_diff":0.0,"arb_diff":0.0}}}],"selected":"source_070"},"paired":{"seeds":{"start":450000,"end":450999},"n":1000,"complete":true,"missing_seeds":[],"failures":[],"overall":{"n":1000,"sum_d":173.65223334130005,"sum_d2":2879.553015396373,"mean_diff":0.17365223334130003,"se":0.05340646185078517,"base_mean":107.74114722099141,"retail_diff":0.0451950550968998,"arb_diff":0.12845717824399994},"by_spread":{"1":{"n":227,"sum_d":0.0,"sum_d2":0.0,"mean_diff":0.0,"se":0.0,"base_mean":48.303185297529076,"retail_diff":0.0,"arb_diff":0.0},"2":{"n":270,"sum_d":0.0,"sum_d2":0.0,"mean_diff":0.0,"se":0.0,"base_mean":86.11843471344223,"retail_diff":0.0,"arb_diff":0.0},"3":{"n":252,"sum_d":173.65223334130005,"sum_d2":2879.553015396373,"mean_diff":0.689096164052778,"se":0.20888571912104825,"base_mean":130.70528015485002,"retail_diff":0.17934545673372937,"arb_diff":0.5097507073174601},"4":{"n":251,"sum_d":0.0,"sum_d2":0.0,"mean_diff":0.0,"se":0.0,"base_mean":161.6996660828713,"retail_diff":0.0,"arb_diff":0.0}},"off_target_zero":true,"per_seed":[[450000,1,0.0],[450001,1,0.0],[450002,3,0.39293550280000034],[450003,1,0.0],[450004,1,0.0],[450005,1,0.0],[450006,1,0.0],[450007,1,0.0],[450008,4,0.0],[450009,1,0.0],[450010,2,0.0],[450011,4,0.0],[450012,2,0.0],[450013,1,0.0],[450014,2,0.0],[450015,1,0.0],[450016,2,0.0],[450017,2,0.0],[450018,2,0.0],[450019,4,0.0],[450020,3,3.858607341099969],[450021,2,0.0],[450022,3,1.5638870847],[450023,4,0.0],[450024,2,0.0],[450025,2,0.0],[450026,1,0.0],[450027,4,0.0],[450028,2,0.0],[450029,4,0.0],[450030,1,0.0],[450031,4,0.0],[450032,1,0.0],[450033,4,0.0],[450034,4,0.0],[450035,4,0.0],[450036,1,0.0],[450037,4,0.0],[450038,2,0.0],[450039,3,-0.2866595564999841],[450040,2,0.0],[450041,2,0.0],[450042,4,0.0],[450043,2,0.0],[450044,4,0.0],[450045,4,0.0],[450046,1,0.0],[450047,1,0.0],[450048,2,0.0],[450049,3,-0.8979159507999839],[450050,2,0.0],[450051,2,0.0],[450052,1,0.0],[450053,3,1.0622939051000024],[450054,3,2.946782779300001],[450055,2,0.0],[450056,1,0.0],[450057,2,0.0],[450058,1,0.0],[450059,2,0.0],[450060,3,4.822746488700005],[450061,3,1.7524082911999983],[450062,2,0.0],[450063,1,0.0],[450064,3,6.555104706500003],[450065,1,0.0],[450066,4,0.0],[450067,3,0.022563132300000177],[450068,3,-0.1598214862999967],[450069,4,0.0],[450070,3,-0.21772582939999907],[450071,3,0.2308727035000011],[450072,1,0.0],[450073,1,0.0],[450074,3,0.6471401546000095],[450075,4,0.0],[450076,1,0.0],[450077,1,0.0],[450078,4,0.0],[450079,1,0.0],[450080,2,0.0],[450081,2,0.0],[450082,4,0.0],[450083,3,0.03235753740000291],[450084,3,1.024572990699994],[450085,4,0.0],[450086,1,0.0],[450087,2,0.0],[450088,2,0.0],[450089,2,0.0],[450090,1,0.0],[450091,4,0.0],[450092,4,0.0],[450093,1,0.0],[450094,1,0.0],[450095,2,0.0],[450096,3,0.19463081379998926],[450097,4,0.0],[450098,3,0.5532848835999999],[450099,3,1.2499396024999996],[450100,4,0.0],[450101,1,0.0],[450102,1,0.0],[450103,3,-2.3233043164000264],[450104,2,0.0],[450105,1,0.0],[450106,1,0.0],[450107,1,0.0],[450108,2,0.0],[450109,2,0.0],[450110,3,4.4582620150000025],[450111,2,0.0],[450112,1,0.0],[450113,1,0.0],[450114,4,0.0],[450115,3,-0.2341844330000029],[450116,1,0.0],[450117,1,0.0],[450118,2,0.0],[450119,2,0.0],[450120,4,0.0],[450121,3,-0.2719551726999967],[450122,2,0.0],[450123,2,0.0],[450124,1,0.0],[450125,3,3.7527658258000116],[450126,1,0.0],[450127,4,0.0],[450128,4,0.0],[450129,2,0.0],[450130,4,0.0],[450131,4,0.0],[450132,1,0.0],[450133,2,0.0],[450134,3,5.018438461100004],[450135,4,0.0],[450136,4,0.0],[450137,4,0.0],[450138,2,0.0],[450139,2,0.0],[450140,3,0.025014449300000408],[450141,1,0.0],[450142,1,0.0],[450143,2,0.0],[450144,2,0.0],[450145,1,0.0],[450146,2,0.0],[450147,2,0.0],[450148,2,0.0],[450149,2,0.0],[450150,3,0.36571070899999825],[450151,2,0.0],[450152,4,0.0],[450153,1,0.0],[450154,4,0.0],[450155,2,0.0],[450156,4,0.0],[450157,4,0.0],[450158,1,0.0],[450159,4,0.0],[450160,3,0.6559134001999993],[450161,2,0.0],[450162,2,0.0],[450163,2,0.0],[450164,3,10.461992202500028],[450165,3,1.306907503000005],[450166,2,0.0],[450167,1,0.0],[450168,2,0.0],[450169,4,0.0],[450170,4,0.0],[450171,1,0.0],[450172,4,0.0],[450173,1,0.0],[450174,4,0.0],[450175,4,0.0],[450176,1,0.0],[450177,4,0.0],[450178,2,0.0],[450179,4,0.0],[450180,4,0.0],[450181,2,0.0],[450182,2,0.0],[450183,2,0.0],[450184,2,0.0],[450185,4,0.0],[450186,1,0.0],[450187,1,0.0],[450188,4,0.0],[450189,2,0.0],[450190,4,0.0],[450191,3,0.2990438597],[450192,3,1.3555163332999953],[450193,4,0.0],[450194,4,0.0],[450195,3,6.587451416199997],[450196,4,0.0],[450197,1,0.0],[450198,2,0.0],[450199,3,0.6864106903999954],[450200,1,0.0],[450201,1,0.0],[450202,1,0.0],[450203,1,0.0],[450204,4,0.0],[450205,3,7.960588096099997],[450206,3,-0.09469858300000311],[450207,4,0.0],[450208,4,0.0],[450209,1,0.0],[450210,3,-2.411116130700009],[450211,2,0.0],[450212,2,0.0],[450213,2,0.0],[450214,1,0.0],[450215,2,0.0],[450216,1,0.0],[450217,3,0.32998908849999964],[450218,3,2.228574178200006],[450219,1,0.0],[450220,1,0.0],[450221,1,0.0],[450222,1,0.0],[450223,2,0.0],[450224,1,0.0],[450225,1,0.0],[450226,4,0.0],[450227,1,0.0],[450228,4,0.0],[450229,2,0.0],[450230,3,1.6596966752999975],[450231,4,0.0],[450232,1,0.0],[450233,4,0.0],[450234,1,0.0],[450235,3,1.4352925915999997],[450236,3,0.11533294319999854],[450237,3,1.7865303908999977],[450238,4,0.0],[450239,1,0.0],[450240,1,0.0],[450241,3,0.45005944330000247],[450242,4,0.0],[450243,2,0.0],[450244,1,0.0],[450245,1,0.0],[450246,3,-3.140001292999999],[450247,1,0.0],[450248,4,0.0],[450249,2,0.0],[450250,4,0.0],[450251,1,0.0],[450252,2,0.0],[450253,4,0.0],[450254,2,0.0],[450255,2,0.0],[450256,2,0.0],[450257,2,0.0],[450258,2,0.0],[450259,4,0.0],[450260,1,0.0],[450261,1,0.0],[450262,1,0.0],[450263,4,0.0],[450264,1,0.0],[450265,4,0.0],[450266,3,2.800852692700005],[450267,3,1.7899577456999793],[450268,3,-0.7506768423000025],[450269,2,0.0],[450270,4,0.0],[450271,2,0.0],[450272,2,0.0],[450273,2,0.0],[450274,2,0.0],[450275,4,0.0],[450276,3,-0.07418624980000033],[450277,4,0.0],[450278,3,0.6702592682000024],[450279,2,0.0],[450280,1,0.0],[450281,3,1.0156140474999802],[450282,3,0.19002050250000124],[450283,3,2.270840699100006],[450284,2,0.0],[450285,1,0.0],[450286,2,0.0],[450287,3,0.21562213240000005],[450288,4,0.0],[450289,3,-4.017321259900029],[450290,4,0.0],[450291,3,0.23956949489999957],[450292,2,0.0],[450293,3,0.6725596852999871],[450294,2,0.0],[450295,4,0.0],[450296,2,0.0],[450297,4,0.0],[450298,4,0.0],[450299,3,0.4675215697999988],[450300,1,0.0],[450301,2,0.0],[450302,1,0.0],[450303,4,0.0],[450304,3,-0.2512457064999989],[450305,1,0.0],[450306,4,0.0],[450307,3,0.28125569160000197],[450308,4,0.0],[450309,2,0.0],[450310,4,0.0],[450311,1,0.0],[450312,4,0.0],[450313,2,0.0],[450314,3,0.03682866659999995],[450315,4,0.0],[450316,3,0.1677861735999997],[450317,2,0.0],[450318,4,0.0],[450319,3,2.9417854112000015],[450320,3,-0.032046223300000065],[450321,3,1.163178404],[450322,1,0.0],[450323,2,0.0],[450324,3,-0.33102027209997686],[450325,2,0.0],[450326,4,0.0],[450327,1,0.0],[450328,2,0.0],[450329,4,0.0],[450330,3,0.3607218361000015],[450331,3,8.991373944099998],[450332,2,0.0],[450333,1,0.0],[450334,4,0.0],[450335,1,0.0],[450336,3,1.3588970367000002],[450337,3,2.8555774556999722],[450338,2,0.0],[450339,4,0.0],[450340,2,0.0],[450341,2,0.0],[450342,2,0.0],[450343,1,0.0],[450344,3,3.776164539599989],[450345,2,0.0],[450346,3,1.9685340731000025],[450347,3,0.28355775360000735],[450348,4,0.0],[450349,2,0.0],[450350,2,0.0],[450351,2,0.0],[450352,3,3.0843161453000008],[450353,3,0.5930104249999992],[450354,2,0.0],[450355,4,0.0],[450356,1,0.0],[450357,3,-0.4852947466999922],[450358,1,0.0],[450359,2,0.0],[450360,2,0.0],[450361,3,0.04690337019999902],[450362,2,0.0],[450363,2,0.0],[450364,2,0.0],[450365,2,0.0],[450366,2,0.0],[450367,4,0.0],[450368,2,0.0],[450369,3,-0.4217597135000233],[450370,2,0.0],[450371,2,0.0],[450372,4,0.0],[450373,2,0.0],[450374,3,-0.9043901790999982],[450375,3,0.8143587490999984],[450376,3,-1.1609445892999943],[450377,3,2.6219948268000053],[450378,1,0.0],[450379,3,0.4533644804000012],[450380,4,0.0],[450381,1,0.0],[450382,2,0.0],[450383,2,0.0],[450384,1,0.0],[450385,1,0.0],[450386,4,0.0],[450387,1,0.0],[450388,4,0.0],[450389,1,0.0],[450390,1,0.0],[450391,4,0.0],[450392,1,0.0],[450393,4,0.0],[450394,3,0.13872296470003675],[450395,1,0.0],[450396,3,-0.16456210099999957],[450397,3,0.31620475389999925],[450398,2,0.0],[450399,2,0.0],[450400,4,0.0],[450401,3,0.511547498299997],[450402,3,0.3976285947999969],[450403,3,-0.6496343738999997],[450404,4,0.0],[450405,4,0.0],[450406,3,4.214186025599986],[450407,2,0.0],[450408,4,0.0],[450409,1,0.0],[450410,2,0.0],[450411,2,0.0],[450412,3,1.9022746779999977],[450413,1,0.0],[450414,1,0.0],[450415,4,0.0],[450416,1,0.0],[450417,1,0.0],[450418,2,0.0],[450419,3,-2.3151215024999985],[450420,2,0.0],[450421,2,0.0],[450422,2,0.0],[450423,2,0.0],[450424,2,0.0],[450425,2,0.0],[450426,3,-0.39587929770000585],[450427,1,0.0],[450428,2,0.0],[450429,2,0.0],[450430,3,0.7468474405000016],[450431,2,0.0],[450432,3,1.0068992306000002],[450433,4,0.0],[450434,1,0.0],[450435,1,0.0],[450436,4,0.0],[450437,3,1.1415355615000031],[450438,2,0.0],[450439,1,0.0],[450440,4,0.0],[450441,3,1.170564327800001],[450442,4,0.0],[450443,4,0.0],[450444,2,0.0],[450445,4,0.0],[450446,2,0.0],[450447,1,0.0],[450448,2,0.0],[450449,2,0.0],[450450,1,0.0],[450451,4,0.0],[450452,1,0.0],[450453,4,0.0],[450454,4,0.0],[450455,3,0.6740738207000021],[450456,2,0.0],[450457,1,0.0],[450458,4,0.0],[450459,3,1.6957596644000006],[450460,4,0.0],[450461,2,0.0],[450462,3,3.280898997200012],[450463,3,2.3772838283999818],[450464,1,0.0],[450465,1,0.0],[450466,1,0.0],[450467,3,-3.1932373259],[450468,2,0.0],[450469,1,0.0],[450470,1,0.0],[450471,4,0.0],[450472,1,0.0],[450473,2,0.0],[450474,4,0.0],[450475,4,0.0],[450476,4,0.0],[450477,1,0.0],[450478,4,0.0],[450479,4,0.0],[450480,3,-0.5106136774000021],[450481,4,0.0],[450482,2,0.0],[450483,3,-1.243342036700028],[450484,3,1.0289711742000236],[450485,3,2.0956948257000363],[450486,2,0.0],[450487,4,0.0],[450488,2,0.0],[450489,3,0.6611062807000003],[450490,2,0.0],[450491,1,0.0],[450492,1,0.0],[450493,4,0.0],[450494,3,0.25242134859999865],[450495,3,0.27122287959999625],[450496,3,3.8214913989999104],[450497,4,0.0],[450498,2,0.0],[450499,4,0.0],[450500,3,0.7404684816000326],[450501,2,0.0],[450502,3,-0.17421927110000013],[450503,1,0.0],[450504,1,0.0],[450505,3,2.0694631773000083],[450506,2,0.0],[450507,2,0.0],[450508,2,0.0],[450509,3,0.19590099259999505],[450510,3,0.07876542900000061],[450511,3,1.2818531458999871],[450512,4,0.0],[450513,1,0.0],[450514,3,-0.5793327651999789],[450515,4,0.0],[450516,4,0.0],[450517,2,0.0],[450518,2,0.0],[450519,3,-1.461840424199977],[450520,1,0.0],[450521,1,0.0],[450522,2,0.0],[450523,1,0.0],[450524,4,0.0],[450525,1,0.0],[450526,2,0.0],[450527,4,0.0],[450528,2,0.0],[450529,1,0.0],[450530,3,0.841698381599997],[450531,2,0.0],[450532,3,0.37615960589999986],[450533,1,0.0],[450534,3,0.26940657060000106],[450535,1,0.0],[450536,1,0.0],[450537,4,0.0],[450538,4,0.0],[450539,4,0.0],[450540,3,1.117232214800005],[450541,4,0.0],[450542,2,0.0],[450543,4,0.0],[450544,1,0.0],[450545,3,1.2451711236000165],[450546,4,0.0],[450547,4,0.0],[450548,1,0.0],[450549,2,0.0],[450550,1,0.0],[450551,1,0.0],[450552,1,0.0],[450553,3,5.668973852400001],[450554,3,0.19637070370000131],[450555,3,0.5590134588000097],[450556,1,0.0],[450557,2,0.0],[450558,3,0.19358635380000067],[450559,2,0.0],[450560,2,0.0],[450561,2,0.0],[450562,1,0.0],[450563,4,0.0],[450564,2,0.0],[450565,1,0.0],[450566,1,0.0],[450567,2,0.0],[450568,4,0.0],[450569,3,-1.5008910444000207],[450570,4,0.0],[450571,3,-0.1781861083999985],[450572,4,0.0],[450573,2,0.0],[450574,3,1.310637805199999],[450575,2,0.0],[450576,2,0.0],[450577,3,0.11822889589999974],[450578,1,0.0],[450579,4,0.0],[450580,2,0.0],[450581,3,-0.8161961348000091],[450582,3,0.10061443830000094],[450583,2,0.0],[450584,3,3.050946791200005],[450585,4,0.0],[450586,2,0.0],[450587,1,0.0],[450588,4,0.0],[450589,3,0.13562211290000015],[450590,1,0.0],[450591,2,0.0],[450592,3,2.401600889299999],[450593,4,0.0],[450594,3,-0.18224087890000007],[450595,3,1.7800179939999907],[450596,3,0.7687404623999896],[450597,3,1.6058551087999717],[450598,3,3.131685877099983],[450599,4,0.0],[450600,3,4.444509968099993],[450601,1,0.0],[450602,1,0.0],[450603,2,0.0],[450604,4,0.0],[450605,2,0.0],[450606,3,0.9407885301000078],[450607,1,0.0],[450608,3,0.011614693900000361],[450609,4,0.0],[450610,4,0.0],[450611,4,0.0],[450612,2,0.0],[450613,4,0.0],[450614,2,0.0],[450615,2,0.0],[450616,2,0.0],[450617,3,1.9292841358000032],[450618,1,0.0],[450619,3,4.353699144699988],[450620,4,0.0],[450621,3,-0.07781865779998043],[450622,1,0.0],[450623,2,0.0],[450624,4,0.0],[450625,3,0.20640989239999996],[450626,4,0.0],[450627,4,0.0],[450628,4,0.0],[450629,1,0.0],[450630,3,0.26332396950002135],[450631,2,0.0],[450632,2,0.0],[450633,2,0.0],[450634,1,0.0],[450635,2,0.0],[450636,2,0.0],[450637,4,0.0],[450638,3,4.357593769700003],[450639,2,0.0],[450640,4,0.0],[450641,1,0.0],[450642,2,0.0],[450643,2,0.0],[450644,1,0.0],[450645,3,2.457012654900012],[450646,2,0.0],[450647,2,0.0],[450648,1,0.0],[450649,3,3.0981252459000643],[450650,3,-3.3425051841000055],[450651,2,0.0],[450652,1,0.0],[450653,4,0.0],[450654,2,0.0],[450655,3,0.0017030577999967988],[450656,2,0.0],[450657,1,0.0],[450658,3,0.9585911430000014],[450659,3,0.4871664421000048],[450660,3,-0.8074700839000002],[450661,2,0.0],[450662,2,0.0],[450663,2,0.0],[450664,2,0.0],[450665,3,-0.4146479837000001],[450666,4,0.0],[450667,1,0.0],[450668,2,0.0],[450669,3,0.20003815769999989],[450670,3,-0.135459532699997],[450671,4,0.0],[450672,4,0.0],[450673,2,0.0],[450674,3,5.610197156999998],[450675,4,0.0],[450676,4,0.0],[450677,2,0.0],[450678,2,0.0],[450679,2,0.0],[450680,3,1.098267668600002],[450681,3,-0.155855468700004],[450682,2,0.0],[450683,2,0.0],[450684,3,0.7452946693999962],[450685,3,0.7042039411000474],[450686,2,0.0],[450687,3,-0.44225134970000113],[450688,1,0.0],[450689,3,1.0383113010000002],[450690,3,1.1613605342999982],[450691,3,-2.201924225499994],[450692,1,0.0],[450693,4,0.0],[450694,3,0.5376322346000002],[450695,2,0.0],[450696,1,0.0],[450697,4,0.0],[450698,3,-3.7445945406999783],[450699,1,0.0],[450700,3,0.11383828559999998],[450701,3,2.360823232100003],[450702,2,0.0],[450703,2,0.0],[450704,2,0.0],[450705,1,0.0],[450706,2,0.0],[450707,2,0.0],[450708,3,0.7059991473000053],[450709,3,-0.03189625769999793],[450710,2,0.0],[450711,3,-0.5740980252000014],[450712,4,0.0],[450713,4,0.0],[450714,1,0.0],[450715,1,0.0],[450716,3,-2.0497453412000013],[450717,1,0.0],[450718,2,0.0],[450719,1,0.0],[450720,3,1.411041961900004],[450721,3,5.484776128699991],[450722,4,0.0],[450723,3,0.04243285780000061],[450724,1,0.0],[450725,2,0.0],[450726,3,0.15038015109999847],[450727,1,0.0],[450728,3,1.1088017009000026],[450729,4,0.0],[450730,1,0.0],[450731,4,0.0],[450732,2,0.0],[450733,3,-0.9171857710999944],[450734,4,0.0],[450735,4,0.0],[450736,1,0.0],[450737,3,3.667010902900003],[450738,4,0.0],[450739,1,0.0],[450740,4,0.0],[450741,1,0.0],[450742,2,0.0],[450743,2,0.0],[450744,2,0.0],[450745,2,0.0],[450746,3,-14.25709041929997],[450747,2,0.0],[450748,2,0.0],[450749,3,-0.6678221715000063],[450750,3,-1.456904842900002],[450751,4,0.0],[450752,1,0.0],[450753,3,0.04081672599999919],[450754,3,-33.667822229600006],[450755,4,0.0],[450756,3,1.7703167540999942],[450757,2,0.0],[450758,3,-0.19364815419999815],[450759,4,0.0],[450760,3,1.809174906700008],[450761,2,0.0],[450762,2,0.0],[450763,2,0.0],[450764,1,0.0],[450765,4,0.0],[450766,4,0.0],[450767,3,0.5947604300999991],[450768,1,0.0],[450769,3,0.5441090468000027],[450770,1,0.0],[450771,4,0.0],[450772,4,0.0],[450773,1,0.0],[450774,4,0.0],[450775,4,0.0],[450776,3,0.08327234680000117],[450777,3,1.9361542981999982],[450778,3,0.5446746771999997],[450779,3,0.1265775039000019],[450780,4,0.0],[450781,4,0.0],[450782,3,0.6402551404000008],[450783,3,0.023580268599999954],[450784,4,0.0],[450785,4,0.0],[450786,3,0.0010322045000066282],[450787,2,0.0],[450788,3,5.55286658419999],[450789,4,0.0],[450790,4,0.0],[450791,1,0.0],[450792,1,0.0],[450793,1,0.0],[450794,4,0.0],[450795,1,0.0],[450796,2,0.0],[450797,4,0.0],[450798,4,0.0],[450799,3,0.9006476089000444],[450800,4,0.0],[450801,3,0.28408273220000524],[450802,2,0.0],[450803,4,0.0],[450804,3,0.8423780620000016],[450805,2,0.0],[450806,2,0.0],[450807,4,0.0],[450808,3,0.37780008980000446],[450809,1,0.0],[450810,2,0.0],[450811,2,0.0],[450812,4,0.0],[450813,3,0.7908204348999988],[450814,2,0.0],[450815,4,0.0],[450816,4,0.0],[450817,2,0.0],[450818,4,0.0],[450819,4,0.0],[450820,1,0.0],[450821,3,5.064108553899928],[450822,3,-0.8138872697000004],[450823,3,0.23088303619999806],[450824,1,0.0],[450825,4,0.0],[450826,1,0.0],[450827,4,0.0],[450828,3,0.8197582445000009],[450829,4,0.0],[450830,1,0.0],[450831,3,-0.3744852960999978],[450832,4,0.0],[450833,4,0.0],[450834,4,0.0],[450835,2,0.0],[450836,3,0.9041262442000004],[450837,3,0.8361904340000024],[450838,2,0.0],[450839,3,1.2441776566999998],[450840,3,2.7242721019999863],[450841,4,0.0],[450842,1,0.0],[450843,2,0.0],[450844,3,-2.194324943],[450845,1,0.0],[450846,2,0.0],[450847,2,0.0],[450848,4,0.0],[450849,3,0.8584097761000038],[450850,1,0.0],[450851,1,0.0],[450852,3,-0.1646670960000023],[450853,2,0.0],[450854,3,0.12828066690002515],[450855,2,0.0],[450856,4,0.0],[450857,3,0.321769079700001],[450858,1,0.0],[450859,4,0.0],[450860,1,0.0],[450861,2,0.0],[450862,2,0.0],[450863,3,0.6072057863999589],[450864,1,0.0],[450865,1,0.0],[450866,4,0.0],[450867,2,0.0],[450868,3,-0.9754666604000022],[450869,2,0.0],[450870,4,0.0],[450871,1,0.0],[450872,4,0.0],[450873,4,0.0],[450874,2,0.0],[450875,1,0.0],[450876,1,0.0],[450877,4,0.0],[450878,1,0.0],[450879,2,0.0],[450880,4,0.0],[450881,3,0.4260311409999993],[450882,3,0.13982151700000145],[450883,1,0.0],[450884,2,0.0],[450885,2,0.0],[450886,4,0.0],[450887,2,0.0],[450888,1,0.0],[450889,4,0.0],[450890,3,4.857904380600001],[450891,3,1.3305835756000022],[450892,4,0.0],[450893,2,0.0],[450894,2,0.0],[450895,3,-1.0983875648000208],[450896,2,0.0],[450897,4,0.0],[450898,4,0.0],[450899,3,-18.08617428850002],[450900,2,0.0],[450901,3,7.065458048900041],[450902,2,0.0],[450903,3,0.2691935150000013],[450904,4,0.0],[450905,3,-0.07779958399999742],[450906,2,0.0],[450907,2,0.0],[450908,4,0.0],[450909,4,0.0],[450910,3,1.3383819223000017],[450911,1,0.0],[450912,1,0.0],[450913,4,0.0],[450914,2,0.0],[450915,3,-2.5110465217999263],[450916,2,0.0],[450917,2,0.0],[450918,2,0.0],[450919,4,0.0],[450920,2,0.0],[450921,3,-1.0130214452000104],[450922,2,0.0],[450923,3,2.0262949326999973],[450924,1,0.0],[450925,3,1.2888940829000006],[450926,1,0.0],[450927,4,0.0],[450928,3,0.12355155450000055],[450929,1,0.0],[450930,4,0.0],[450931,2,0.0],[450932,1,0.0],[450933,1,0.0],[450934,4,0.0],[450935,2,0.0],[450936,4,0.0],[450937,4,0.0],[450938,3,1.8570238728000277],[450939,2,0.0],[450940,3,6.216761601900004],[450941,4,0.0],[450942,3,0.7121925384999983],[450943,1,0.0],[450944,4,0.0],[450945,1,0.0],[450946,3,0.11703399680000359],[450947,4,0.0],[450948,1,0.0],[450949,1,0.0],[450950,3,3.4357816870999613],[450951,1,0.0],[450952,4,0.0],[450953,4,0.0],[450954,4,0.0],[450955,1,0.0],[450956,4,0.0],[450957,3,1.3590210006999968],[450958,2,0.0],[450959,3,-0.1575701912999996],[450960,2,0.0],[450961,3,2.1442393115999607],[450962,1,0.0],[450963,1,0.0],[450964,2,0.0],[450965,4,0.0],[450966,4,0.0],[450967,2,0.0],[450968,1,0.0],[450969,1,0.0],[450970,3,2.3459199797999872],[450971,2,0.0],[450972,4,0.0],[450973,2,0.0],[450974,1,0.0],[450975,1,0.0],[450976,2,0.0],[450977,4,0.0],[450978,4,0.0],[450979,3,0.6636918136999981],[450980,4,0.0],[450981,1,0.0],[450982,4,0.0],[450983,3,1.2293735435999906],[450984,3,0.4881407737000032],[450985,1,0.0],[450986,4,0.0],[450987,3,1.4759468793999986],[450988,1,0.0],[450989,4,0.0],[450990,2,0.0],[450991,1,0.0],[450992,2,0.0],[450993,4,0.0],[450994,4,0.0],[450995,4,0.0],[450996,4,0.0],[450997,4,0.0],[450998,4,0.0],[450999,1,0.0]]},"worst_seeds":[[450754,3,-33.667822229600006],[450899,3,-18.08617428850002],[450746,3,-14.25709041929997],[450289,3,-4.017321259900029],[450698,3,-3.7445945406999783]],"notes":"Body port necessary: the source changes local posterior ws before mean/variance, current quotes and persistent beliefs are computed; an action-only wrapper cannot reproduce it. MA body has only two insertions (4 + 10 lines); all original lines remain. Source N hash bf0d179f3e47d28819f6fa7e0d25548c2ced43374c216d36460b00a26a26ffae; decoded source hash 40829d7aec82edcfcc6eaf2ff9c5c53aeacbe39a70183aab89a687e1b2ec297f. Incumbent scoreboard remains MA 5d1bd5272884f513b19f0e66a7c235f6c188a08e4f7787ac9346f1614dda3ed3; this is a screen, no promotion. Simulator commit b244530ee2a6247b5f930830eeca9dd950da0e7e unmodified, defaults/2000 steps; sample_config and SimulationEngine for each strategy and seed; one process, no sandbox or workers. No simulations used seeds 700000..709999 or 900000..903999. Off-target full-action traces matched on 748 holdout pairs. retail_diff and arb_diff are paired means; se uses the requested unbiased sample formula. No extra dependencies."}