ps = {bz -> 0, b3 -> 1/3, e3 -> 1/640, e4 -> 1/300, e5 -> 1/300}
 
sy101 = {0.08228607571964207, 0.08929108330962798, 0.09661408522774746, 
     0.3844994807766825, 0.4454017291076179, 0.45426008321142236, 
     0.30750843927200816, 0.4454017291076179, 0.44497038628424906, 
     0.34089962202850965, 0.3157154740612239, 0.34086172154108174, 
     0.3162491949100057, 0.34089962202850965, 0.3408269781592014, 
     0.3414014477113271, 0.3165463474263067, 0.3418214909160091, 
     0.3165463474263067, 0.3418936030041022, 0.3418288619609233}
 
syfr2 = {0.1170421403799607, 0.12656658785958141, 0.13285041518750312, 
     0.49073899936388443, 0.5468106870310653, 0.553521545466402, 
     0.4033560260092674, 0.5468106870310653, 0.5461952904276, 
     0.33930428312923167, 0.3194651848844342, 0.33950527926022, 
     0.31970995021170745, 0.33930428312923167, 0.3392605139329467, 
     0.3385289201009576, 0.31888629048623934, 0.3387511285306429, 
     0.31888629048623934, 0.33876384372287854, 0.33865238088556315}
 
sysfr1 = {0.117042140379960701239316425663213008912784057329`30, 
     0.126566587859581415245433200625152926034362296011`30, 
     0.132850415187503109855029902696483685020160253931`30, 
     0.490738999363884442089775831441745048698216482265`30, 
     0.546810687031065307307916275217287161439755894311`30, 
     0.553521545466402027470744211846122942841346033896`30, 
     0.403356026009267389739253564812778027964009226206`30, 
     0.546810687031065307205663052444505189917310802056`30, 
     0.546195290427599965207898964914545920242852818545`30, 
     0.339304283129231644061119145887292747527669196728`30, 
     0.319465184884434199019045367250305570565284105621`30, 
     0.339505279260219982832554590125031601961902831888`30, 
     0.319709950211707469588624910795009169912639712072`30, 
     0.339304283129231644061208367308865282680931789432`30, 
     0.339260513932946712263046292482353801493933383425`30, 
     0.338528920100957600905558093390530932648481962845`30, 
     0.318886290486239331832393519793004857035583047782`30, 
     0.338751128530642866955846341558314189063593939385`30, 
     0.31888629048623933183211720920717450593181498238`30, 
     0.338763843722878518312300196522621163403638599751`30, 
     0.338652380885563130654435964738636681190604597861`30}