From 43f35ce0f9927579765af3b4c90cdfbb52e900e9 Mon Sep 17 00:00:00 2001 From: Louis Lacoste Date: Sun, 17 Mar 2024 13:50:27 +0100 Subject: [PATCH] =?UTF-8?q?=F0=9F=93=91=20Ajout=20de=20la=20citation=20de?= =?UTF-8?q?=20l'article=20de=20Benjamini=20et=20Hochberg?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- Rnw/donnees-reelles.Rnw | 2 +- rapport.pdf | Bin 1940762 -> 1942301 bytes references.bib | 18 ++++++++++++++++++ 3 files changed, 19 insertions(+), 1 deletion(-) diff --git a/Rnw/donnees-reelles.Rnw b/Rnw/donnees-reelles.Rnw index e746cc6..0590ca5 100644 --- a/Rnw/donnees-reelles.Rnw +++ b/Rnw/donnees-reelles.Rnw @@ -198,7 +198,7 @@ p-values \emph{non ajustées}. \end{figure} Pour la suite de cette analyse, nous allons appliquer un ajustement des p-values -pour les test multiples, nommément la correction de Benjamini-Hochberg. +pour les test multiples, nommément la correction de \cite{benjaminiControllingFalseDiscovery1995}. << wide_data, echo = FALSE>>= pvalues_adj_dataframe_wide <- pvalues_adj_dataframe %>% diff --git a/rapport.pdf b/rapport.pdf index 1a0deddf89f1e91d14ea83dedb547c980219e958..f7daf3fc7860992a24be7fae37cb0b24121c7dbc 100644 GIT binary patch delta 53833 zcmZU)W02-t`@P+^b+v8V?rBaN)3$9*<7(TsJ#E{zZQIkvf9~Ix=dF6H_EA|Ym7TRK zACj}qBpK~)*~4zNdjUWP*xlXDJJ39XESwVV23dzbFm##Sa9I1>(W1dZv-yIxe7tr3 zg;P?d@#16b+e^K?STa2Qd1frkH{5W|)JOcSkhCg8D^% zz*BG|&#`YqhaK|_5}M&5)med%O2#CQRvNaWG1obiVKmbY&IjkwLx?Q*VPcy;wl5zQw01R90l@A!KckY{T$?eq#5mZ zK-@b6%}}N`Fy{Wbiw-&hl6Z=*$mb+LJ=ZS=!9S|G8oCHP2BQI)-sAB^DhVWIhDo`P z@Rsx{OBuMDHF8PoE$)OpBnN9RVSx%{puws>BDga!h{@ZvK%t6Dg!52{3&=1)h1Ew* zS(GWHKbyH2YcQu5Fg}~O_Zgd4c`AzWR7raH!Ed?)6!N^!bi(?+=9+$`qdit-S5;L_ zQk5;YC?5reE*n{73vKa+>*OAq)B37NAS4M!pMaX{r~pUppGwCFx3zY@O4o z8~eMwOScUKzKp-+RxI?kHhlR_a+M#kCZfx@jL(5nP8*+@HuOH9ihSt|Zta8-@2l+u zr~0-A`JG(TzoxRIM>ve>HbYl$#CrC-cL=2~+sSXrUL0YLRyGRt1&H4!5aqQlPgHHk zVa$z}n!(SiWU5=>8~Uc?M*<~TFrMSsv@trc^<#PT9A^lEuCN4e1bB(0R>bOt*7mh( z4-bGbuf2vH;mf?4Ykys{6e2ecU$?Q-5eM%BNy+e5TXo^nvVUn^>sE2hgcwE2&G>I| zdyUKk#2@^Fem~hHbbtRQ(0t?Uh)R4c%Hnd|UYvwG=a$|XYPb2rzYKBH&LuQr8ULxc zUGMzcFhH7IIAewMZf^j>g%-tN*|qDYL?Z+Ey7K)2K%u3n{Yy!zvVs$QRmJ%B1loxXo#k*Q|u7 zS5pD%ceJq-Czw0)Gmei+QTB3G@5jiy%wzH;-I98jaCPd?UnA}nbpgy3l{*2<9TiO= zYFVadLQWGv?)lx7<(pp`Nd3pMl6QG1^s)3&?YEQsz$n<8s8Xtfp8*xZro@ejC}Aw@4H{ycZJ-o{fnc*}cnGF{_nn^I zu@S*HK{95kk~XEQ6v)Az3McIJwfPZ{X*L2D_UXs?DTIzc8!=o{E~=}yM5DAt4OzU3 z0WI?}diRv{GRvBhrpTnj|mJ4CIG7H-p6r0ykdk1{sj)F>3&HW^Sv&-A>gF#&>N+UCt!^F501fy|4|K9Lm zDy;?;qPJ67sZ57T&ee0O2zkLIxujKF3}+ik7h$NraYj^*Weqb3g&@n>$Nw9rEbKhxMiMFfz^RPUoUAWhunk9wEJfb1Ta3iig(};dNVAX>_e;}cT_Ej! zMweygMYHERjlueHUBRyxcIDA69g42syvq=l?qkNM#c4%7ChChNd;FRNeDFm=Lu+z2 z5&ZAhQ$v+6^P>Jj(+^HslT00j1AIkZIo-TG`ARChX~iu>DJ9xbz*AV{g9RYq;pCyc z)n1T6&^Jnv5$7PwGEoon0n4rKEVbEYpWfGo+GN2JR$$RJUhmhMoNPmfUjP@Wq}9Y4r7TB9f&$nJs5?oW#a8@+*tf^gXH z5mQgh@0V-ZWjV|p-#1=5rh_c{zuq}h-OF{p(B%#35H{Yj<(XAuFdu_P&d=o)`64{3H znql4)dH`C8A}5+7q;qtI2&HRQHBSdyuWj%n3G1sx&r8XiEYYT>^z--**A0;6Cnj{= zulTs!gQ3A?@e_J)65ZYckopGVdVxO9cS6dTh@P$#8ga2>SE6N0hw|!hv18XRRU-Iv zRl|jxnRFyWKpsWDh1I>eDGYJ!EfI?YG`c0mk=8J_N=&JUG+Hxp%o!se{#dn=8CjV= zXNE04n$ytgbrAeuUj${v}V|+9u zeH3s7WdYjJ#dT>M-5LSnQN3TLUR%0%RfAclZN-1OyPGHKR_a{2xCMUhsITEivh9V| z&K4#i;a03 z$#hzt2g*1*rH&dS4!RE}!d;o7oer;f*wBMq*P*-i&Srf4vJvbJ*I&QH9^s<9$PL=t z1JN?*0w-TycX?-III9#T%wxOf_3NvzGCVH8acRlWz!2iEqkm4udMEmkdDIBI(80Ge z)Cf_(JAFkWTWad^8!AlF+!LDIugXyn&i3cZIxw1KGO+Y_v{a% zrn!$T<>J2E3F4z@1@~I2(BnE%RP`KDlhlRa!@RDq{)I8)asZalTdUZgAVDh>c~=K{ z+(ho~g=nD`AV|*2k=)Z8?XMfqjUBUBbLt>M)aQNzrfbOFK(JJh?1XMlKkEf^Y_!=G z9$*vG<=?yhZXqMTZ%PwuR#F}Yqiszuep98vvw^znvKz2IQZ`&Nr1Quv@WnFs=b`cB z+gTq$i2SXb>0T}6g%J`LG&jW%jhN5703jKOi7{iZU)U4@sQY;ePLFXB{MjXTlK?X6 zZxm|7WflL|5>;ZX6}RWMUVNS>)C)ZpYh4T@-N%u(M?44Nx9o{8*TH?gk=Geb70ebY z)7Mw9??2kk_i)a6c=k^b@nkm8VbF&CYR>TY^N1G5XXr7h{NiYM|n# z9hwn+^H1&NM!sDRg(o+L@#D!J;1&q-D{!urCGuTiml{)B5>}xvFu?fY;4|@ha%#eZ zo67S%`7uf_BE$eBigNsQAS$5dm*IIwm}$OBjb3EWJatcx7oNhKOJIjnO(~D>Zosgb zfR(XOSRy|e>5L&s7z)}!T}a!$dC1gPBL<@%d1WCtED<$8A}KR1N}^%q8v$6DQ-Uih zj`wv>rcsccW9MK^91IDM7ad@%ySRN5(DR_-qQbL0u-WqVs;AwNNeO{iC(DU*UN5DK z#qncA?xk?J%$A%U@h>|Fxuyjetx{UP0yqD9p>KM&Mq%q3;J|Tl@V5*rX)&+6yETRi z4&l|*qDQ)tGW#d@Uj6z?GCXkj2i0R(d$b!IA$h5tO0BRMZd}<+(Xw2j_EksUDemUQ z@~LJ}pGDp7SWyQoMRH`_g|_oUt6N{Pcg5$%JKv-aGwP~S->`UCW-2yckR#jgTmDhN zD0-0uE%@!ExK%l*DTJFzx%IFRX_?F1lAKD~?jB?E<3!bfhs4@vC=;-SSi#QWoljV8 zvVriVG;HDaCTyTP=Pxo|YZsRu@=Dr8olz9I;BbepW0e|$m`X0z!bb^1%UbF8LVUB` zg9`F4w;tY^rQ?h1v@aG`i1p6YR=2ZON*IHQ&4fvA)p8t|z-ov?m5z(`j~DHyX58c> zR35VUiAx^>F>drXKrhf<1)`7sjtHQw9|wnlRQUJUS&YOCSw`$bARz=XGS#3UPvv!F z(7!?AhJ)(`TSoLi%Wdw>G7AH4Nw1xhL?ZILgE*o8i#rhazzt zLi6`j+HaDe_`iF#KQ}=psG~^2HNS}7G^!wXNu4*(8qKBZ1q9pn=~b9ZUoH|n2Fi1nmH@MvG`x%aHWv? z<>VvX5K86dOtkFD~r+0+zc zbX#$Lw9t%cZlli6EE%jMQ{?&{$B`RD4`eIWTs%RBK#N1~7K^ z&{7W2e}Mf1{2vhifcyv4KcN2s^AFg6!2JXM9|-?I{0GuMkpF@557d94{R90U82`Zh z2Ubfd2Otxz0az6V2gb^g81IJOvZD+jgGk)fAWxiyp-oj(2k?S%vZO|-1LXfLYeOA? z&&c-g7O4!!B&ov6!9~o<$^Jjf{m*jz&+`1UoT;@=00J;hu0)a*^cHmuKm|M~PlI1o z=)XX&{{mALL1{R6N$-)ZBhdS0w*tK1>*Ox1(%DByX$Jtpb<^TECjFV!VAXV;jGI7;Rn<|d{z+k5R)6*`2 z&HHc+jxWV_O-sMV=2V}soAle@jsIic}QX7|ti>chv1TmFhJNLTW^@erQ6NCFR9cwK2b2bla!%iC` zA9-USRh@HkewsbN-qlnfssiqNbG6&P>P8RK6`<0vkmmRIdfv26=k*>((8cM?&hcx# zOK91lAN^>212U4u*`hL;X?M zl+3`3hh8$M!cO_B^<=I8Tl-1q#?I%JqQW(N{4&hGO>^TG%#GtJRYA23YC_+~YbWKo zl)kOS_5?4Zw%=_f7*mn`8UNUdVH|wH)pVyZwzN$J<_Q7X3%C;?yJhl6MJWkzqz;7D zj{6(q5txz5s#QutiCx+d$M>B zpXp=GdyoLDW1J`wQs8g*i?4bzXI`)OP!@Xe6!Q#^j_UA_dxJlx1rgMV$bmvi;vEhR zzaXrlUX}!v7=gm685Aec>JDdw9cC-9dt9YF3R?CNvyPw@knq)ReU}^~Jmj7!)4ltc z`JRG8RYXeJheoQ|f5s2%H8y@PVX-9R$gvYNIcPST*7bh^bXP8o;Ew|oOF{uC*^WaO zgiIrDx{I965g}^B;?-Hcb`#Wb1H}{AnK|R;%;ym=raqg=8v&)767lsq)*plK0hqCKzcf**5 zw9715FchA!$9A3M=IDqV^s$C=OsOAf6}V4(IwXw*N}Poe4lEV#SJjp3jy2`f7(>j= zyCB@RW576sC-&_a%D)lGWg4wn&O=D;3Z|4FL!&13j)G=eS+wU{@NRZ>%a>aEe?G#a zO8sqHOjX+4uP1ig<|1bxsd!S~r%KUm9=HBZ1v7QoW^O$NGueyPOwQ}XmrVzeFGh_s zb!?RNbE9OU>Q8?ZQBJ5}VUYD^QS0oa8`W=)@&k+4i+J0cr^CmFRWvwET}-91C!T(G zknm(`QYxt;l3_z~jbNNZ5=G!t`#A0q-Bg1rDQPAuL2>d}YgCIT*@B*j30VCo&bTsL zks!g|1V=wEQ#>H4dH3CT&CZ?*f{m@w@0o7a4+taR{m}|17RpCuhYgCIp1V-L=I3+7 zjRXAXv8GD4-Kca!+6_&SYpCC5ejpc+b3U(HQ1crC{#qxrq8`%PlNI9T z{_t6~Q}c8pjZ-;Zmd1&!!*6sV21^fGHQ`l3t4KfzK)^DG?^W5mdrY4`i*Va8L^fN!3Bp-;LOn#ep8?y;ZJ!}>91E5vx%M_8eHPhw^1SXXYtG3xZomnBch~=TQ`6dc!pZ1|2jtT}>44 zY~v{qak?3V`#S6d{TYvPhG#3*PsKZlpdHa`Ga36^_^fon%)%c1qvrtuTNDY35)`N< z$-4AfrTckg`r8)xVBg93+n`V9w6ARs#>H;c6U!Ny{~+i}&3COA6MRvxe_HEtl;4ws z^tI5Q`WzDr8>M*fNzx@7iEZXEC5d^^Whg;ToxY9J@e=f6`iO9{gF7wIo^1_d3R58s z4QJDt9r*!6OC^O!(z^Nx)nFlFY8Hr#1n&qhAE89%JjWVY=^t`0+D`)G zQ&n+$f#`Q^7xsHM3_75v;!lJ|0U#4|leO`}XbA>c6eIVUVTwlhc*IBVi310-obr$l zl89!l6bX-B7|^H{>bw_1=ZlGJyQnwDG+Ma%`A&TE96&2xmN#%!Ky@FR4?~!Z&03Cd z+5-}chw+1Go4<5y#(Ax<#zAbE*+PjEfuvs?By9V6GvLp&3u_&#S5r<2k#oO+b}1Ly z!nVvY@2lflD2#s}_x(DpAb{39pcf>Q)|nNw7w>+?GyjFdKqz z$8@n1xBKb#9ys?rC;~^KlQk=n2;AeQN`};A&#-Wn-1a!iP$Y16H=QSs;CgocnHWDW zU2woLS)ow=UR88&{#tHnCteEpURIvj<49?Sx_0N^Z04U-Tz6G+*ZdIsM9mbX{aUP;YB^8BIZ;*JsFZM|1Y{;r>V zgBZqHD3twd(b{yR`!Jid&N&bdF4zRS=wAl8>@msfx_8Ee;_+Qf{0|Mvw5nFS_rYr0 z`a2)LIZSZK93mVI$luKyvuc3vb(*x`MLR5kKq8O#wh%lRL#3xC#T z3YdWxdLs4*f>3x6%>2UkVNaF#BgP)s*p}sDD-zt+7br9v0ic9?cA)`c<6`$p1EY6g z<>$i@jk>h19fD#+J}K z-(fFN3)B&(H{f4^m174uEr!5fm@z$39#upooXEecU)@!Qe-vH)SbmEf-^9xQ-rs0$ z+IyD`bJD?;eUSp)373R38pB;{1@ho21mZ!jw=So=G$l#(wT#dc zW6tLP1%2>FYxnn@gPn7Ij-jzsrpOIrZTu}y-YcDQcQQabn1$rmkP%zW7uox?B zMEsji**FEfUQIf1PZ_mB!3Oa~xPgJ2ijsJMMRQR&LQW9PXL-uF_+ZF-yg8$&jpdB! z^psCZ2Nr*`TzYe>Nrj01t!Q(_(c5_H-ZM4r5uxV!aUOccFR#jZ{drJm9C9b6BAV6K zW5g-@-L1Kjk0Ib)T%IVPGBFj*kY7)(LT2 zD=B$j=VmGp$Bhg7w`b{TgZ%o2fmO!x={1$m09bVGUHD#40iI&8XOu%cLJ0xWgTgGI zYrDhnd>gFG2%r1T&$R3l@qNpd0o`^?2wl#yM2!6xL{tu6xOek#Ti1unGjDK_ksTis zxM#i{k{mSMpz4QJPX$9%*caE(7URbC$apiDg_&>uv{ zrUaj8y`oex)*J3R)~!egItS0?Jts)c0m>Xd{#5)kc$Q#rOMu+o$6@h>4@dtsVFI;j z3o~&1{%QKmXCSpgOe~ni3WbfgLGYDi{Kg=2EcKJ+x>3qZ7Y*4+2?A{e&u^&N_w-Mz zl8ENGfb~;Z=SRKW^>sleNKQxW-4+!^+PhU~C+<(7#M+E+P2o!{IMRkY+?*QiJRm>F zlH++QPC~g@?X*O2ZV?*BcpLxWAAWE0c(zVf5cPxYKhd`K@+8YpRM_J5Ai>^^5V3QN zW#3M45aq4zYY^WZ7#^Fu>cF(}2er^`-jS#{S4(w^4*DLR!O;C7D%v1jq{2{z;$|mm zh7nm|D3Hss9DUl1>tvPk?G6ah9N=y#d0xF(RojJh(j+M2N@1MC=NkH?oU(y&x-X~m z#NuON7Bfb=c8;0WNFM=z0NNWi1U!syOt56glvAq~>7Ye&txn|R5}^94?SaPqs#{Lv z0etGUNUQ!OloQnO{wwnqJ$~B+T>+ed`ml^%CChb#*I8Rf7Q)eA4@D(F1NZ_@!hJ(5 zGy2yr`5`cu*#O}s?m;}<0IQ)Z%H)yf6=ZjKW)gbxCP^viB2e+6aHxjNkvR>$6YvH9 z!2}7G^FD{ZsMiD%7{e42#iX1!f3gp!{Tg#Ia{Uw50w-`l2d()#>TRw%XESA*L} z^X(WBXaSjw1v-U-&v`j~3z-#9V?`puMZ~zT`32od&Yp}EfmftiVj(-pE4L<7p4^($ zBH~=?OhM^xemoMvcQ3HRncA5+yEvH|+Wx2hYwfXc{$Gp4XVx0H@t8NbMJ3ww-wiP18rVn&noF!s*UYGsA*KlL)*T(L;t>k_ zlwVg@PpB_#8Dk{MdJa^Y(sGwniE^-@qn#)4L|^BnJ>&NHi(95U(yx!o8nO8E{z!?! zD>u*-)fAsenm?7oE~pX#1wtj31B1jXOBq8&i$wEGZ<*$#0>6?h$hqUUKxFYL76t<& z;w{O->w*Fb(=p-LCCQhohN)*7OMOk#ViMp|&P--2@!6D>A|?BZ;(x6MKVe7wGVZMz zc8jLqF#sQ?q{W5-=cuZ4UT=YNro^%8;~!HZVf{Hj$ID_}MBp!nL8>Ke4rJggD>hrk zW2PXvL@D!A8dC;HP^?GHPfCXYM4b~jNeG;ByFSou3~VTjmR7~xIK#0eF7>QLICGtBuGmikJCe)+t(7*Z)Ha^x3F%+aU#nt_u3 z5I4g32IjnZ6e1uQ^nCG%@hm?Pc>)=wKiCvSl;bIXq*AyVCXTst0)s?@%v=J>Wu&!8 zLgTW7g;U`qB!(p^pbf2@AaELquCAg7N%+)I3Qd^OUOscb10FqsP?A;n{d3p6Sv@)4 z?nYvs$}*a4>|?{p;2%cTx5~(*B+F|ng~#C#CkSu%l=VTuD{3qVgp?|;#*2G!R zpjQ=Htnpr)TE?Y1sWYtfP9Qnf#254<9MeBlyUa@mlYhpz<2FQ$Ji`4k0~4Rtbl z=16E(D7|3-rPCXgMWzbrEP=Q;>?>dgGP((NZ&0v__Dd!VYPd4$uy=CiIK-R0HCAw6 z<%CR0f^e_e8Yt+L>2{_d2ub)ztPB8G4-*lysB-0heeZNx@&cK-8y@=A<-Uck?&C64 z#SHa+RSrXhg4BH10?B0kg|(IPg>}>pBv=%e80Vi{4-nw_0PUNR0q6Q5wd4d%r*`1= zu9tEJA;7dcH#lBYoS(Nb%cu1h)G6_!eF#6ci9E{BA5>7Y8@ z#9uNj^qnZcH?{eDL&?Xgk48=|AdWozD@l{8jdGqF@WSCmzZv ziW7Sr2gynOoYQzmwCHJkCb+?!+qNc3622X{H}G)))Hm5Je30ZvwXH|m^4MV21)95j z_^m)|v~a#rY`;GewvS+tEJHD3+uY~tDsE@Z(JyO_o|J&S%7V^Kgr^=MJ}y?gt?h6)m#0-)+S%|>jRNqQ+tWNEVf4=)QS>fUxnD{q`S%;t^|PPG zs=ycD$Fe0#0jtllksH}qyiX;ew*&VQ$%Z+iXy3_cD18{>0a%yB^ww~fy|L_4ZPB5H z+6$1DDOZq)Kj{Ur{3NBYQYel&O|Zv>2$4CGZLh4vOdA0cLMN$1mo*PI%P9=9Z|&R_ zhQc=$Z&Q7yzsxKjEb(#esM~Np8{uXoT8u5*A6MQObj-~MguLH_I{NchEr`x zJ!=~H-6y@NVzoO--rjZZ*)5-9>zXn)NHAmCD@(PDarp#a?_d3TEedzPmp*8jq5{y* zRXy#m_(qbU+v~@xoqTB0S9~X(+Ud%8ya@;ksoD>F-k)NL8w`WzX8JL8$di2 zScB!si(cKLmYPxUk3Q|OWP*T|JG%X*1|7-)eh>etH9s-u`Cf%~EFUQs^Px*us0mtF z&~qzR|E!pLX%+kwIXzv#U+Cn74#cI;I(Hb=n)xTLj@ibcJ5Lmb>2H=+lINyB*d1=D z@4KE^+sn;?vM1NVC2YCi>AxMFYk_d-Zm1ZK_qt)*TOnd4ULdSnE#T>bPjPKvu{RsJ z3cEw(yFMk?SCed%JVo~?eN+;B<@N)A_g~LYtD$u%X-9Mw=`Ci?B0)Efq>*UI{N=I1 z{LU^w^N{@iTzAPhlKV?oF`r29>$Jb1fGsZ_9d>&9z8Wg)Vz9B!f9~Xb`T)Pr-v4Ag zs!pMBZmz)NA#qC+aX<{5jqT9PfD43pRo|d$WoF9>j>~TOniZ;l_ZeJXhM02>YVw7t z?s20S;|B~`yO)XiY2weReBK|uGs-NqKy%tcF6=SNhT0mgp9vAtOMX}NIU&T>@?+~K z?V**~up`}u3xXfa&57i6a{{rGQfPhf4ExQAWoz-|kNtm^hs?>WDzra0c7+gTI`<&1 zitNCi+13t>^6j)^Teb|w9JT2)*(0A87FBn9w~^AgTv@&1Ccf<)(eN@TEJeE8eY_pn zYs6f_r5NQ~_qtNuRV7Gq{(~ zKRrLSV-EVt|Duu~+|k2d*h!pd?y~Ylxvfc1{~Me)B2A91ho9T&J)Rf@d7Nr?lH>Pb zDIpiOIgBTmJ!}Z^_Gu)z)8#cXQNqA@Zsj}lU`0D^?I`Z2+iav24az!YH+L-``GnSF z_6$ea$VXHCXDq8^QvgUucS!iS$?!#PQ_F4db9ZdC`>09KbqTfV)5DVq_Pq1HZSe1t z4GnD8=^y%bS`eadc8T&~8#rnGdpPguS(qzE>n1$%VEWTkutFpePu|?ryLGl{6{2GWz6F#>yFwivI7dL|z>ZEwD;M&Uu3qz58AL_Ll`^ zz%AlD+l@=sqT`0;)$&|XXbH4dfo&rO&BH*XKQ3>hJ*ZuttLwuA(NhOGAC5MZPQ`VVW2Yr$KUO1BszUe z`g6?w*_Up{)JJ`iyWGqf>D`5H^K9)Xndp=IfS$}8$o&^1^T=nfO6nL4i*q-CM_rXB znl2Z(%_+Xoj*CG%AS^a6z1`ZWg}IujZtcwtL@-x*(oH%(T*0+zFwsq-cGBj0x%J9b z-_DzM^*rexEVDZUSU9a*C9iiWkG1a97nFUMS}a+*wBWqQ4`pL-j)k5y({Xw_gqs9( zy1HrtXV}TyXH-h#OxZEl97-gVK8J6_;~D-|Q9^ZQowb?LWJlzv4$vSi=x)eE#muUf z1kTc&pG=On9k0t*a3pATz&E*GQ7*xaCvROKlF|sxiZx*bLj0f{4AyC!VX!$LUb=l8 zO-hTIj&ka9o-B%YrhsfxCLk2vNlF~1wPJe(iW@Ujwz55SUo>Bx8SOn!!&YT>42^#E zd0=NW>r2Te^GGdAuC!k#F5-iUVJl;GHwC3bS{OQ!5brV{3Gcw~{;u&`}w9k$fsnBNTVbY;jT+KVqT5WrQ;zj=W~;3BiV zlxf@R*G|iP(8W3Irdi20X=Gd4kVYrX;lcd|R_~_b*F~pTNKa+&<%cD;k5+5PI>gfkiLZ9+3ZHrrc_U{XPOE)ubGTlxw9wd<_KhnK^uSim2fH(W^J=7v z)y|_FFXLx?hH3-KzH|@h$XB`TTfWL~fpnp92BUwE);`2ey~6GVxArixMI#-+L=E?i zQ6?tbP$~%{^FFG}crV|Z7?prP{bRYy{+Rbprz=YN&vMbry|~|sVMz4A%AYzg+~J2Q z-1guK{+(4{cjSZ5pD$6`uzybIbR5C0B_JT;y*V!NO22mlG`0i^gD={xl$>I~0G?^J z0fBQoF%W?MStdiAOYLbt?nSx4YJ56B;{&nKolR8FHu{_o3n==VHarg?JP4QDblvMf z@=(JwDw(?4Sp`@J(2=Wk$t>X%21?WTk$booyDc*RfIkTbQ^J=49kk~O@)8rusEMEP zeCa7?Ij8&g!%t@Xs1laG%KS+}iq*s&R^27MJaFbI2D|rq1aA;u5j?Kt{;-^5>E51h znl6Y39ly{=+zu!MK))i;p^71?bby4Rri{XasHmxjkDK3GnBC9 z^l0UkS@n2z0gH}(-ktUmT-W&FbCj1cY=M5wBYW#p_|@_DWXZwCEPuBEb(Vc7T+0+k<$}E;0hNRT|iuA!dJg(VjmD0-s7uHP$M&pxrTb> z+)SsvsYU@~$PwVRAVLg*P@VC@xASW4v5+gkk!*!G#aFg|+}WgH;;UhjpH8Jhruym! zG0%oUGKW{!Yn1|mZJmr+Ip3e?(`yb83xiJ;N#_KdQtk~mfauSU9}bM&c*F`KIk#d3 zmSQp|xZJ)B`4fre@xS-9Mi)N#HDGtL$hPsr^JO<`7vrPd1aI*!eUI7E4M2nBU8vq+ zpQ!_MoKde=V0Ds)l+N1Qbg}fS?xk5Hf!y6E|AfjxM9QoTHS(C96sa0(J|E*Vu%ORqWP;|aEaHw?WYXo zErp#IMo+jsukY)9@3EN}q~I%Sm~yt0aqabeMyd!Z zD^7#R0m2PkeyfeRi1wm#qoqIlP~jVtd8q?i--VnzO?yk21%Qydw6k(310I_!2r`!3 z_<_BI;Ok}+pN{eMxF*Wm5=f|XEaRvncwBf*aGQHW+~WS!a-i*OpYqQ8(R$m5)l#hQ zfc_VVB}Uqb;KN+y5!ltzW*reI3hO#$+Zh}W7?~!8Vr}(=U;M*kB8}((5fuz|u}d!5 zg8(7!BnS1|NcwPLcFDM7Oz7SD_Ac1WrglfonyVJ@O_&nm#zBgd|1&;xdr#v9>rFSN zD}VpQu}R~lqpSN?pcwWQ&VIuI`Hr^tn9EUQh(9Koq)DVmY)VQ??}S^oZf*FHh&p)d zAtBk^!Ncr}8LH10I~v+eiV36yq!hAp0EDAq56_PW1#I#g02=bgH??*GfRVa$0l;bz zuLb}KQstqsF;!%fl4xNf6iA&lN)P^G{n~EKViP{jZ$jDGFqu)=GLpuM9IFI2&(AsECqH@jyhmUeq!dCVmrTrfbz1{U_Z#wHiA zvbBxX4ozHb5Rc8xO^D4b-Lov6*V8W=Wlj#rR*f{UNqSpZ(EfY4j0C5B5I9F3HNV#K z?DE8XMB%=r(cyV)Vq;4is}ma;Smp+Iu+@(dQ0$G3bd9gbM7FIS*wwal-nI|1$;q*8 zEMmF}Qff-3QZN+E5_KRd6!v;Lhza=@O^dVR@f+2~;_B*){=yuH4Z^oM&gaaV{^Hny z5EcOf8Cmb({3@h@iItrtwAeRO6ZzHTC8*7}znl)i7v5WF$b(QN2*x+HBrG!v$2--= z(y+wz>@tQhiH-fm?zz!9L|hXWi)%eN3?47{cV>2dRetnT&ld1|8GBu8-Q(-~*Jmz* zG++SOh|gEv1hRyHvv3)^aG>3YBhS=TH8goH3M#Do-+ui zG9AmKdJ=zhV!-hImEQGSu{C>ggp|BzvqlL2h+6d<+$!!vB6%M}Gl^Lu!81HRLEi!#tIO*!eX|Q$(!hn7+jm8PP*iWNSppzI;`#a(rFwMts@B`H(LQVnTxa$(4u46yOea*fG_5(&C@Qq zlsw`sAn~~|6eUWbOYkutqG^-3Eg|RT@izwNVRKcCIb3*ztNds^r&PP6<*g!va^SZ} z{p4Tc=v3ZEu0Ur@Dfe>R=Dm!fd)uNnrYC{JSTDCaCm{SGVhw3_Ht}GM`NPoVo~bT| z$5a&PPu4GxC%3)4ojDvoG~Lqotfu6#Dl@7}>GXnmSh72Aa2?W}^UdDFItzcmdDo18SE0nhVoHCM{hQdhw<0@_-kCHOj#+e;ew3?PH zEWJNsnQTXL<11`Ql_)QX{S2NDUIp3^1hkPAXtx!6^T-Rp<0F`?t_)VP>wYpWsP0p0Nh|eQ;TqZ`I+#2Eiuj<4r)5-eI=oY@0DLyuu?HaR=CtaQ619f*VI6 zbZ1qn!qCG@DJf3?GGx9LkJs-ZUCyl}6JDy6ApN~2X5441sS^y-`rH`9K4}(AG%egb ztMhlSrM?nhMC0eDj#BS#)e?tq@i^e1CS=KrYNp$OKJEmdzQBphCW0qyf=w&0FRo8> z#-amG*AZ2PmDR7BnSjS&DMKa-sahzn@0W-eSC`qZk&9=rdr^0Y5plF3E|vP9dp5pW zedO2V*Mec-g%~T(Z56J}I!wSmBPN6L;8=*wt$dK;IniGE1*y|A+}Y;2i(aMw0(*St zspl?SJnij-n)ADDA##Q% zE+XBtxDnL0m6K;*6}nFW?h7lbVR1F)tlV^6AVB3E21dL~SkZLsL}etNmKnYQzVZiP zvq-Ntti;plpg3^X%6cyW5qjlMhqT&g{sV&@tJt<{!fq!?qw{_n^V+L^q|y#f`GmMYB+hv7Ee~Z0FI(E(W4E0X^GI~lQh=)5QkuPG|2l3Re#utSmuk== z2wjIu_n7@p0xEsrR^4vu+}G9!dRPGBP`FuHpZZGO`W#cU-ucJgAb;D*of`0#|Au2y zWg_#;9|$yR$W{&2NH({RC!M{<#2eFVTx{pljL~zAC81l(l);NcZBU2xa&jkxsQX(g z)fpae!%|6Fj`gek(vNx}XqOlVcIVz8NwP43%@U$5u&x`p(_6K`Qt;jZU4Y~MjbM`B z4#^$)$i`=*05&W5*KciaL7DZyRKvSJ(!9o1(S)iB+99~0x0GOw=Tc6&M6Ord!4Tb# z?ji+(Do=~jGXsvmxmX6y<+q+#2lJ!c5-;9soMGV}Y+}NPNmrjOx7^6vgjNV;;VyCv zJz&26shJ(vfQA?4;joLLX78RL`hIqT0lmb*czKe`=ZCxR3z^4}x=rgZsdx5`kD1S~ zmzkdc67j*epJ=%C3hLzq`5*|zJQF9mBkIGPxnOi%?N-NQc_&E5Rb6Ai4r@z3c-~jU-F}w zRLV$|2laS6VHQraH7L#wF!|)%hS>a-3cQO+0Nc<{mFt&?H-dypP&C_UyXfAt)$@2L zo33{sySO>p-!=3?aAJtxHLpxBJMS%UgN?P@*rm%rj-@0Ne2H{i7Z;6rE+5@NzTRcD zQDy)JR#h2OSSeGX@p3-GU)QCIU)jbCw<$(=iXtv-sJi~Su5e-AAw>xb1&1>?i1*e~ z8Uhi}IOJ>_ZytGS=0A5t?FK%C3L52NBfl&6i85(OxYGh z%nx&n&iY1Q)}z&{?-}GzB60aRvPQFgUJ!dt zGmapQpe-n77lGNxfaTB-$5k01?dcoeFWfd?08*|fr`rRiGqK|RQ84sby(c5(w0MEz z1V5-88t85%*eLQd2(}Z{pm>pyi&t%aauwRJW`L+Y*s!?@Uuv7_2dOP2;Ye2zcUl&P z3ox#zr|a8bV=+%wJh+l5Me(AyoQC%9cJSz1Y*P3+5~~GJK^=wH%CT&GWZT2(o zC=Fk5HZVH^?&sN(6CJ1wgpnww8Ot}By4u)6SG(_< z0r&6*7*U?G4s~7UeQm~1jw03qEf!rwt@oT(;;-%HR{ExcDRWmDUYmSJ&(=tK_{nbc zm}R)ti(-z@xI{$;r42T~^U07XzLrnq0mRoy;G_FJ8?i6jqgz-v?J6?}&fY*JEt31} zS*Yz(Y|f+$8+%b4hP)qzMm1V3JZEJ^G!Xq=-;OX0kWr1~@Xmvuub)~*Jnr0KlLS++ zwo0BJPW$h83Yx6FX%!D+ve;e9gNuWN*6_fC}k-E=dX|9pO~h9X(4H4n4IDo zOrbMwQW35xqkHA*h3B8#FH0w#V6{vv5Jm<;8pt>{UbLCg!?{MaP;adN&Q^0G@i1SX zu5gvx_6t5yEQ3TTX;z}~DK^KRJG7z7SJcLP$jr9)O(@JJFW0WSs}2L%jqU71AG7PS z51p&+N|+x_99)TmZCd*HNDWm%z)e=>%;-*F#R!VN zKbGfM%fr@`IIK*<0r`JUIz{h1j4@)Za=FfwVl+pBu}hEU_2#RCf%;IZ;M6w|&z>n(A+GIGUzFl^l2ZRdIe*xEbQjEf z^YZ>SZW;NVriUq`y}CBxCb{tH?Gm_^)AH+M&56LEV4yMk)kSJ6efFS0-M&f=`tCJ( z#RcwFrXsE!tGmFc&woxA%$68&?>X*+^y9N4L{81P|6qi^c>^uprR#oHt&-X{^yYp2 z3lA8qOOFfAX~_vH3di_Q-8L~9njt}zag`moa6o;lq+QqH6f{X&_Neh7JrfV3on)?ZxSN}$bMev zooRpGzW!@ImZoJ~+x%R(n>7=od*P8>dJZqWXfjV4BG}^WP@cYl0TYV+R4P!b@&5V} z-xevv*i=B9>fOZFIfG%5l*6FQ(2OMA(N-ptUFkNW7x?ejwa`k%*2I~CIr!vZ^U-4i zHIN|zLz`e&z<>A?4$q_1bF%X-BCn~fCRR|pX_Q7ax!<2`o|8^ebwQ1qtCKJR{)jZ% zEigpcLtz@nCtRqCrvx{RVGPF1N1I1M9c@Q;k;Z>M{0@gTDYI74xecc#TeoG;U)tmw ztD+-I^}@7wzn>HgX`;W%U1ZKRrE{eK;&${E~=pkDx@G31kqX8^GX|Mkxr6_HMA{fF37nte{cx75qumXaHN#n3O>Pmz= z!;Dm3$vZv|3`+y*e#;>iL9b*>nUs*{#fm1^AHtzR=6JZmDrgBdF;)>m{2t&e!4ij7 zLSzPz?x0rd18=ls!}4z+b#y**Ww0p`2Y(gqn%(t9gSKtK56zz+e}+5uL3dOl~BPca#URX{i{@l z?&-W7AhzXkfKCI40B)L8+p>K8z8tBvCl2PyIwWBWR1)Hrv@e~U7ABjBG`Kx-cz?Y) zz9dtG)hEH&!84SLSZ%A!DOb&^EG&E&hHm9NB^EP!9rNfm)8o|!ik&joFN6N_N) zgv-Rl_JVe!Z@TREhxa|lZVF|+_S|Y3na&Mrg3nEQ~r>GDdg?}Cb0wz0EMt`=3&h@-8 zOXp3^2yaXn3wQFn9#RS}C`6)bB4eCsQ8tzwycc0LvNg!c`IBEg8Ntt>?|%gud>cMXKyNn15{bM`CIQuNj$^EC!+A$|16?;dZd9lh_jh-pw4EL8iNh z$oP1eWP4Vo`ATWIr&)&92%-5p?W16J1Z^|3zk$ye$!#X*nyhn2bJ;^RzpCKE7R{MR%Cg^nXH1kEo%~^gcTHuSL8_fW~X(eT9LnAs{BW+ua znOw0)P5L0Dv!MDIF*4)v&x*Bxs8n%3SPI1mW|+WhYc%%JSjc?2hB-pv`L2eBvTr|T z70Z&87UsY(saJiyy5Qoi-T^qD8Y|vUqzh5HwB#UY$>rOO#eWqgX*6uK+DyJZR$*ZD;T}kO|;?_Fb<$>`5%4wfs@kDfmi#;=)oV=mr*lZ zFQ72yit)`hAAiJU-FQr0245}^T`qXB6P`dZ>d<<;QwIvLhE`h^ULmreS9d-Ff_3Uj z#aUPbi$KTQR~xmX4j(7w;wC-@Z0*=w6KQry8+}KXL@dh!!E$TNvo>3A4N)AL9sF`7 zh*jDX_I0k7tkm^Ga~iXED5in2`_{xFyzD_eGgzef#ed%BIDS|O7wWIk)ibC;>pbK_ z_i#(hUQ3JH!=DzS!1RJ{nBS{)VWElf!1Sf^_v%>&B68JkbVY93);q!yXxeM`G2Qht z(y>1jub}Gcx!YD3aaS1!(2}lP;;T+T6@pP7eshtk0vFzN%|^5MtzTpXFn^u+JRW8R zt4Sq6zkiCB8{8*p-`4IfN+;f%=#pMk7^zR}0t0{Ych#Tc)mdPIm=twma_g1jQyb%h zyLRVH271mGN^AP-`XdVXO6O)wB^5k%q4L+p(n`N!Apb^75a~O4r?XmvHNe_48Va z(465s`gk>>7No1$WA?EURb?a%&jkq{n&Ycfh(=26`+ty@Y%h)VL%i0Es@}gA3X9h8 z%~L+FqlaMvY2w_WC<3+*wE|eY5#3TkYWGpuhK%YWBfB|lc=^FbJ#vVIFLp0I*i)rKn`p$rfiakQA|P9)3@AIr%jiYMzphf+U0N^~+Ga+(RtpDg*1ntU!D zf+}K`?l&)55?8_3BnLxcY*p;n{68{?6~JzdYh2*PK5a`z(y;>y{f(Xp)_v1`n!{|5 zy~+x3*+-#GN8~w5O`S9*beegU2nbZgwSPXpR{S{)u8;OFPu7(x*jLukDy>V&joH+K z{pW>#lov(0uTxz1?tkWP9r(dugjn18o8Uh^;p;4>bO?f>r^6E zTzeC(4A(E*c>`;@xWr#AjqoH2_ObR{ft9;Fn@TBi*PAD;cIGXQt7&a;LAI=!<$n!C z*=iLd(JcLbF8URjug&n|7-z4ZqwLi;!mS%zBmP7bRKkYgxLsNK@|~w!DN^_ zQFmV%ya8-UiJ5)Mg=0%`lyO%SbAM#FzNpL`rZX9LAAhs08@~sBj;jggVyb0%Ak~#3 zCGJUZrY6v6AfulrWYvOx_olCYS5mGigUWyTOj$&6nbc{r4r8muMuCAPQ322_R0h4X z3m!@vf3dlY2a+c@H^ z`bcHGF9rT?#LNAWKDQN7g?!S-opdte)TSnm)AWKAz~)>?&i($z(4uPEtIVQ%NnG2< z{w~(0QJy7=9ZSMmU8o6BSt03?iJ;@~A)L3$K3Uz)6l>~W-XJp!1ti>HPRf(wQor>* z%PUSa^MyV<5(*`Ik>)G+JAd-g9bRz#J%t+ptc}mu>%~K?li)G}WA6%B$MbR?!{SssEP|lC@9ps?E1RL*#nCm%Lte7S~O)* z>2hy@(MF-n^}>~jN;jRxes}^3u}L6}x&J6x*Z#_h*bM5DHZM^HWq&J|f$-B5nMHo* zBHR+3*A_nngHOCn^LLt*T^Qa(EYW*)6-5iFFnBab=gHg+*?LZ!FF7*S;jn>O!T;K1 z7?iaoF;@bQL)#I4ST1QA*izH_6z<+BI%$Z2*uT3!5bA1Y57d&#r8L+O3*EC3Dn@LL zJZH-tjmM><`~_lPrGEqT&F3~;gV+nVw{mJ7xNtHw7^=GNLdro~YVK{|ZhorpSPRfN zK$$zVzvHOCe?tBZl^vWoft|!1cAQo!vtTddWW;%JGe$#iCJC(L#^ZJU7ftkeC~edc z1Vhey82G6waJBQ?OQ4svJhhG=b3mnbnTeJ`5Z*NjILqkADu4dP_J~YSjs3Gjst{qe zuE44%v-D*y!9V-?tX{aQw;EbIyD$#L+L=Dkn*B3dnH2cw8GJenhliHgY;)`>J{HX7 zMT{1tRhe?^w$tg8iAJN*`@#dZEjeJ#BV=imIVL8)F9#gR$N?Nxc{d-Q)o7L84VhG{ zf|zu5=1As`QGYBji4jr5vJJt}#Y$}+EK0Iw`QDf{7xm@vKC)GlawHI4)r72!;aGjw zm`*K5ZAccEJ>R;4ozK#$7OLW6rB>$axz_6*3upK0&?5+2>R*t6vR04 zSqsY;Y^%C~F?5C)^Qa~g3nNG>|EQEP00=7Esil)5 zzkJ*H%{{_zqnMk%`)VwR#n2rRg%N77gfDM41YG57$!jwRkOrzLg&djR5Y!+W2 z-Qr;sA$(H8jU^IAD~hWf(d)_)PQHO9q$dj-(o!(}1#o1I^ZAM60O(Ylyg3d73)Dwc+SQ+fAlR zt}yCri7xO_IgG+RO=~%&dPCU(7!f@$F;r0^?ezwSr-Cn{gebYDX5r zB!2~>w4i-Z_L%9=MwGO`0@I)nAB;QeIGa-FTF57eROJw5W+*D#<3MnS!D$>Yi+~O`2wXaYGVO`2q+7BRk0{!rH}va&`x3 znZ80_j0~-(rwc$G3z;Yv870E#6K0Lb@f$;ap@<_P`Ha1_bhw&<1Z4Xdhb5f zC1i8+vEflOnKLL8KNgYCmdp?0fqx!sg%TlKKxUVeRJVY|k&Y(Icsww53u_AAQWc*T zh$bgF;h=c}34oIpdMQ11fL>1`_FM4R(0Xu)#`V#g{wfe>!+yxOiViO>q7rqXw}V)` z8ow6SZO!t#wwGMyux;iMIY|f(>V|O6sMyRtyo?{q6XkmrX*;-PJbFNZx{g8 z@i+Mzxr~&6fMhEvSBxQZGl+JWUeSTlli+u55$=%=>Qs1YiW8)i8|VBYnjLqm#%9CG zkLq+iWFFhJIcg1KbHZ`}&q zk6Z~IGNQG>c2loRW=&_(Tz}Mb|1GV7axbG8W_@ZYl4UTwZ>-~&N0%ikMWWcLm^~x=OG1-M=ENyMQaG_~ zPhGUXmRqtl>Vlw4d}TK?cG9jqk(Gd93jha#>d26NfuZO<;hE7(ScWuSp$W6?Oy}HG7YiNM4(|^;6VaK!349~(>hQOcO z80^yg^JWCdaah*LY9!Y}?SbbK!(-BIZrkHD!VUG3Wy7 zOee>_k~FaV(2uk488Z+Yi#IF9G;qG?4LMV^lAcjHO{Ax4ZmlTX+K~JK=O%*9Eo5+k zpyvYVVdKzK%A%{i(I7(ZZuVo72Q3p4EhAV+B&SMr9Df7TN5&*Um}M|Qz=tE;3&h*m z1Cdwi!xc&ljNUGt`>J-!bfwhOP_uk8ZO=Iai&yeZ+EQobux_0EyKyqne=(z75JQB` z34ccMcYQ`0VpN&J12A(s``c@T>eEtxPq`ong~-zdFmr#=Sr`hVRn$x#FUhqGnv7M=CnF?k#~jIeEJ*T-Pj zhR-`*xqV`3o~cUIgYq+JU^0-5fctJTO2|bXn_JGDZUOYs)=%}L@a7vxbZA_N4?=${ z5BJ%5nd z^*Ej&Gz;~mjFotqskYC`H=z8Er7jR?*lisO9sASbs)1Ms{O}nH?~}it)0n_wQy=I8 zmK5qdM#WxJE@XCZ?$UqBSOKGr$|_F97aQ|?GnM}HaaPOhi4 zVDa;6;TOx-MZPe5X}+i3!8V;n!4p)=F_R!NL{~1q58Ljc zj3@-Z3vr(H&e?u{B9{5 zOxW8b1k4~mx>tA9(L$#$*c$fcHbIP&#Lz9#z@#o4ZMNpAu|6PDif`7GpL?k=T88Jj_a9_!# z8$;(e;ZGIzM_)Aab!3?C^c{-h(6FQ$k9MW}gR zyvi)@eRG*)|D{U5IiztlUB=H5Sb&V8AW38_J^nokM-lIO621OTwz7VF8SeY)5jkL8 zq5l#pw&g5M5rJOI_J8>Ge4)IyHE@MhJF(8l+wauNpppW49%7I-n?Vx1902i;dg03eim*B6y?@Nv`i#cU*#0iTW!|LVsJHgjV3_8OhG;a&-$waLftfuW3W(eb@ueUC|%t1oNPG#L9?CkCV#% z>D?oREi(txiWH{le3B?%ZDI`?M|0NW--rbq81TM>(nKG}P)60*({p=Inu$a6dnQ#B z_!Z^%ekVCkZ`Pax>jQDLnAoB!)7aj49RkB1kBytsZhzE&V0C0~ZfNn>(ySqHuz;?? zbE;SS?^5m&8o?StndY2(U8%&FG)PHr!uE1SJE#v#)$w|>m&Bhtq3uD6(WllAdri{| z1GuPm>|oBS22yB+5hhxQ?BGF4@Go*oahWP_o>V#9y(zM8oiUSSALUvq(%B6ssHs@Z zk;-M}7=Poq$Km3;nsJwrN>L>A3w_`RK9G5~N1Kf}h)U4ifSR7&3?)f4i}N2ES?}&Pmd5vQurlpWuLRkcyJTY=i=s zEkxnRsI5&Q}7trY&tU71$uhLeRV5b7|2^T&ndI-c0_ z+)GhNkPrC_Fv+z~v_QkVhUmS-9tmXf+JAZpw;$HKzqx9cSLaVfvhDIv)GK<~TeEMw zU=MuBUp4b9-iFUC?I|d!1FwtOQ*7ZwLm-AlT!YNbBAT~Vcp_1b3z(r!mva=$VTw*A zOTR#_Pd~;=0yq|Sq{mTr$6b+OLSQE+3DA7W-QKdTCsK;Rj}$tVSF-l6=cfpxVt+pi zKf}KTN*9RnPXAJDPQaE84Gr=6&~*s18K5A3bQ4df8^%yeQ&b~vJf{jzt8r3%8vr!d z$6swI38#PU0l#oTFlXLkqyOqXAYa~?3K*$!K_6g0xU*A)rjX?P1>AkG*yARxx%PCQ zi&a6BZjht1Zwq<%jWg9BcK}BmV}Ib&-f!)K+P1o1g^Tsh0i*qdCjkp;x-B31o-y0u zwZl*i-F*O!4|LaM>{0KwRP9wx3T5*~q+i*-e|X|fsGK39QSi6+QG*fDf{5cWY9#0u z5o&j0@K2wx=TH*LSh-7&XLayx^K*FyLEQ%q46?b#D$tB)=50w6e*gE=Z-2}x{74r$ zF5f)X;A)kjv2e1&&2?lzN$id9BiF5!u+YcvO@Rj@PJIOjO-?NUied(;L@Axg)$0P; zjQ8`H{U=Plc-uma8{hu0epFk44wx^$Nynmgx7-V%wGbQIPj^>M2N3nMVWnh84s{xJ z*WW0ZrNdzpX;&st`Pd}!wtxGUayY`uW(g{wFoifx9~~OqrYOV`#g*Ywm*)2_aWX&H zDtF~Bh)fFos+9mrZqO4t#q~8T})=C)e@&WGxQccWR;Em*9%4~sA@c2D>MPICWOk7|qNS5qp zX*yTwejjk;OkQxdHQf|0CfuAZ0bTGZpk)c$O-_ZeUd5V527gzx(j!Hydx0zwZsHoT zYJ){x5N#at6ZUXrltr<$oi}$PtN0_rn`WmwZ?>`N`eTDfysUbOIfzF1TfXkW2?lnv zmM&6QAEz*Dy}DMkLcD8+aZ$9@+ONCv&9eC}^VIbvx(lCuV5F}7 zIz4j@TQU#M;jA}wY|}oAb?WzOlaR(%%JW!EZt%sI>BlXtK@fw(6B%*#sMY>=WqbD< z(3aeW(p5AEj_e^%LklXL-)WFtD_ajF?~WDqXb-)(gMTd;h3HF}7y=z`f`?>0sCAET zZ`Z57>U)=+@?HVu{Eng@%mTUXq?%IOJ|7zv+9P;ZHZlqbK8)lQW6X{~^|0Oy%wFE* z#CkCT`T};eT!uN^w3yOMCW-Pypc)P7+-|Wiv=W@&rfjox8zq&Uj*5og#N&CKV!&cq~+C=y3)G2G*IH!?|wJ#m>)_FuIHjsJ$u* z^@6KTs6A*pYteOf>>SuY@!@1AZFuvBH~=2#S>< zC@%Y{9fi$#)WrN}_#KXV3<|0lrGHYbe!oX5ev_$|5)=y-9+b}xxc9>f4h6#qxp4}E z@!N{Oby7B``^mk|k`+bnaX_TUz_)v>DmfTDR0H@INGgM{9;=a-8pTi6Gh9C<%EPaa3n*DPeCcCV%MM;OT2G zx<@;H3R%?)!fA^aCi{x0mY@bd5hugPR%qB{E8Nlkyxth{{i?|HYw_Mwkj#a=v-&6J%W33|T2AjmqLGGDvL(j{BN-k-<(_#KTn7PTl?fB%iU zeSdyZPRa>j)gVMz!g-{FeSd{XbAFc%wvjVBU(JP~lt#$dDB*D3#2=o4tRo^CdWC%^ zm((ZN;fH?McB+TO^~;1Db;FqoC!1mMO+C^Z%PnxLIom0{QXt3gXD^4U$m0MWc3+lC z+8qpCB+au%;a~Wa#-3ScXrGzNoKODXtqbNG7};gkX_>jh4^E99iGQ7)0IfT%HF#{F zc_9e8&E7jsqe~30_7~Q3gpm0 zGWA&aX7n6CuHH(Cv)zD+J~+YuD z#y$Blj$H%I!@q}HKz|4+1b9k;!#%eiE?48YcZVBZQ-fl2_cuP$Cy4ZE(`CX33N&as zWC2YEJpLM*xlP#~>d2rHcB{+uv?C1Ch|Kv#t<+LZULB0xgj=1SGzGc9cA@P6ARN|w zpxkDXnS)m?NL{New$%udtC-q6ayrqfcV3{!YF%XM8XQjyrGMe#-TMw0p~uV!d*#m} zIhC^cdU3eq2(Bs}Qc@ZPFIHa;`%5UjqG59QNkA(FGdPMx;W4Hf>&$T*wZI$5z7@ZO zNFMe;C7|g(73x3^j3~W=1C)+9_U0%StPd-9BT4jjn-;6e*KvU4hvI2)jGrk%6GuyR zd`w5##5sczK7U2SEagH~LDa#gNh9O)Mha@*+>LZ!cgEPG(QEzLkgTqZIV2&+XYvLW#>lwo{Z$=mg8l@; zX5OGyi~Dzjyv+{?`zF19+F$)PSYgcjdIhR#^8|m!4DTFP+$m%|@`KM*tKL~NqrHmG zZ*6&r>p1bRcthbu)yZI6Us

L~bm#L}?cgZ?!nQN_Dh39)bdymW!oFd2)d}C~H(8 zFh^ms{y&zCB8iuwH60U|P&gYRw@<(tlt7o#n;Rmx1pymOH-i?irk|-1kKz^CXOeBgl*$vddWIxbe(`Oi1o#`_UoKIACgJ2_F zr$M5!)znVuKoxnQjiwe#4YW<3ZUySX9%n+ zVXNqIm-N6IKQMuMwTf;fOv^GqRHMOQ+GCC_Ps$pqb$rWEO^95eE>fU^)dQz!9Ba(L z8Je>-c0hka@uO7mk#7-dG0=eYBy~er7~($hQSiS-#1W3fbUTTMW0O z{%Bk-Q7<{ud~9Te(X32_m{Ebiv(d2<*|29>Z!~5=fEXT_q{x~TNLH4{Ce@{0E#c3) zWmtd4RC281q=l?zbT`uzCiC4)PmpR7Of*|V0{441L-`1PON+zU!~!LqHjdPmO00+; zC1@he&#}6CMSM730G>g1tnWUNI2@@aDXQiYJwdB3?)~t?Ui0e9`FPOmpPkK?d(G|H z{QY?Tv!W%de`y{x51RwJAn<GXdv zk~G?RI%|g6nce4UmG?#~fBmUAtA>FV3#sKWq_C1Cu{jLZ-w-mbn_q|8`*h0(7lyQ! z%utcp_QTKDpK^+%V>DwLfz7uf%)o#hk~#Y;PMB8w(2?ILGhRV_-5Jl$rjxVrbaFHw z&A$x)m`ulChR3s0=A;=NExteWWHEn-j-4RsuVFi4Xbv%N*VaeEjKZ+3+Io_`+HSs%J~QddR&6zzNOF|hw50%P7`JQbXa;)Awrp(7 zc2YAWX|)}=ItNLG)i+gpB=v()9M*Chj;D`npfk`%fT<*6?iy08Sga* zG@0?)azXJRM(1U>m|e_|#|vyYQ1xW|elof}`#iux_2fbf1<;9nBYc10;b=}>5Qa*c zV{I>JaNbh!lz2ylPo2uA@W9(C`E0L+9o|dHb$Px3z#A$4{N=hPnPOi>bBQKUaLMl6 zuy>+O5P6VjZ{|8ww$0+p;%G9Xk59^(>)SlCa}*5IJT(WK?BUWdTi&(#VaWO~Gtc5a z0>u)Mc9*m-BNuN6fntB;aIRj+ZxX#3nuuRbkgW&7d7b&Kz1wV#Ns^m8 znvTESTxt6`q{wJB*EU?ZE|}ZQ_P=KH$;ssGKac0L#bQ4GaC1%Yc9;WiF3I?l0}3Gy zY4876pS`8H$CIrJGy-qzSJ>0e%ExQ0x3lw)!>-6A?)yucU^3z_u)TZ4x0P3SF-_m z-@h%!U}ot4KDhpdT9I4eEEPLARqggD^wRzs?%`yz{CIH$*bZmY(R?=00!9RljB+EU0Do!zQ!@Q!TNR!x1Ry+_z?x}G=G!EDvmQ2eia=nD_)Ft8II z)`4Gte7KG-zaA3)>>`Ch9PJHh`c_lfXIk8x^k3HpT8n?BCb6F{ZR+;Y#%bC({_HiG z&cXlF{}YtusVMN@;@`wLOdT4TQV$z-XumG8wavwGjx=%{B)0t&peNF}!1jL- zQ=oDpz2oDR%)04$rpZyzOyLsiV2-ShNm=eE7#bn)p-1L>WEr^~ZBI#ulN&mEhFkb# zsXjZdNrr!C;L#V~<&yvk!8=srfQpIJVaWNN#M*B%^~+gd>XH1IAGqMTKJiRlN@`nz=8QH~4W|bjpK1+pNW|+FWvQ1w>$}d= zF1FCRM%vW%Qd8F(itO5h|n9)CHDFsd1j9AIa=^LI4wE3c%q)Hp>S^A!1EPB>Z zIT%JFYv`}^gFZt&F8K1C3zQM09jI1DuP%fJg0c&Pl%>7~Ozuj@&ebJ8;;io$fDza@ zEX99NRNb{tRjs8>5mq+LILf$7VhouTbbD$m%8LZ2v%JcJ5BM*a1O_LAGO4BX~pU{$bA0OUTE4xU~%xcnG~6; zTtI6~LOaEp-d@Q^a>5Avz{p#YQr=`UM2CO%3@$Znnv^Y{8|m_d)D>VXuV-DZw07$T zbz^Qq`x0JqUL!27?+9p7x*|!f4OIv*RBW;opIEcO6KcGw3>pYq;!v!*x~c(4T6HV* z>Q>Ya!>Dqf9ZKQ@YQ+zdPDkW6BIzv~ORsscgun~RDGgoW7?zl1OA<6I0ajOQWg0Gw@~(?zEDXSDxL(Ww2%qK5U~K` zCFW#g_UNqm90&NoUO17VjEFN6q6B}MBP%@lCIhJ~MV3WaYjl&rP6f{N!CTGz|c zpdBHrq{Jyg#Y~FtfVsw8Kt!UDN zh}cQ<3g_JiOFu-97%W6E#SIccn2Q~ha-#51!wAI020sOdb{WQ%Hfd4>Idr<93fg-SV6Bv=QOOQ1(tyW z2(*!&rH3+#M8)8-j3O;TbNzoTsLz+tkh0&vt#IusTGg0*xxPlGv;h@;@ooc8snIOv zB0<9{;6deX5LBgQbeE)D&$IBwUa;a;5V-<lb<6RCyFEy(Jw=0{P=<8TlXu^hFD8dnO>7eVFI2r?G0Ien|qs3e{ zD{%2Jv=o86;_hinhh={WuY<71g9hm*XqIzgjnH`OiPkH2@SLzG1%T&9jFMdB$Kb`e z3qFMKm;~nra*D-rSR53wb#Z^@$2*`o#2K5k#lOyQn00Pu1^qh5BN08vFeq`{g&ar3 z?uK_nGv0&W8WX zyaQ|BaAR@TG9^RaW_*oSc>^h)&D_9su4zKs&;w|#Rf z%R!KfitVqsTgM_qM^&qMn zvf0?wbU$Q^Cv?M}UX#{+_H72HZX5a(tubFRwIpRp$`rlJdK2><&+5r3Dke&;M`@6 z+>?bNgC1+yG-AU+t3b}mu>mxuWT+%1N#4`)bDW@|{tV|CT(Tue$*;s?+ZHTR2-uz^ z-Z3~BC~1GsUIN@uDIj-+ImjjtGh~O)dddMNKXU!>=7m*5$On+>_VFUM&DE6Hr-p%c(7 z(HF#P30fm}Z9r&_@@6o-D=mG3$|yDU8i^CBv5aF(l2X7%+Tnn~z@lc2{V=yi{HYM6 z2e^NBBv=9t4JeRpns&!zMssMgrlv|1Uf=PG<_%9hcWFE?c*3XwXhFz%x{!^(&RD%5K#IBZgp zRjuHCRBIh!FtE5<@Vi3DieF6DTdrl9anUqEo^6V3SyjMsyhY@2eJcG3O|bSg^{{`3 zQjQ77iE;`BubvbqC?xH~$ye3`X=QWk^|>bog!S3t6vdP_rB@x>QiPwys{+!084*;g zs8-zz4LFObfsnG)OQ)rV0vDeGa?FUsE!=@PcDO1&#q(&#Cz)heaO_pi5F|E&T)73; zwoXIJ0Zv@v|1tu%qyK~hi}s3x4rG6zZG;Pnn1zH{I8KvniR3^eyAp0nOP_i@N=@bc zj8cQFI%m)V9Ii#iRkv9X#T#XZWU8FsW-Qf=jB7x~HOT>6E{&2CYm{K~V3Q;{jo5*6 zt_GIRm7%o`dNq&syq-;5jfIq@zD7+#OzFBLPEhs;Qu$q{SbC89f{WB=m@t1WM}TrN zglDVv(#Cmk?@)&P>bruPluLWbUR5(MePaGP#nqb$g$nMQ=z}u;f^$s^*g~_t1a=L1 zO$Gjr5Gql~{A!w$MqrgHWDybo_cp+<@^i@|1jFuDXoZ54z%8aLW+v?l(ly>StyWOy z*$VYe63ufcZ(V!jrLoruUF?5*s8%|ygi?#6rUJ|+6(QE^p^xG?*R*S~mdJ*5qQY7; z$RXAO=%X_CqKs>iAXk_H$!?Uh0kP18{d!F~e)esRhSv?)|06a}k_^SEF6X}_sgv-18mSFAtAtLYN;*fjCF_OdXIN|Ou}6Uv!Y!o3Jrf=;(K}RWX+G% z%e?Em(y{C}OBwsX_QjQTy*yRw!@4HrjMv~Y{O-EFwBf9a>>P271>>>4E2v4iw2zl1 zA!V7rj(Np;K_5MAqAyg?7o2Naz!vI7i`HP*kk?e;?+Bq1h0L&~8T+Urb-@;yn_An- zP9HQnXmZ(y1Jw!#hvk1^aTvTgx6+%SU1MHToi9rvUq-&B!En7b5~HCexxUK`NlB=T zy{Qy3do8DM6}Nu?qzgEJOT!k}ns%NnZ)dF`u7R%UYK;2n3hSCCyzfv%T%p-fE~x?K zx6nhUrsmyBbX>ms(4CdEtCvHIaZT5EJ3Z7`SCkiOK^@A?XHV`5zBehK>ENtqC4=@~ zu-K#`v0CN(XwH`xS|1fDYn9^4I((h-gg0TRX>9{)8`FPTJYOF}ti`%LTTd@X;&}HG zG|F)psKd)GCOFt$k4ynx53I`3;e~v(v3T8CXlYa5MXtT>?Iu+E5h|n9)X7UdQp3Lu z6kXY1@bNe{8xoBmUyJWQqn(AH6A!~ryY?(qUWwMO^eIo5{uNH23^pt>0=Lr+o+zxY zeBw=K&A)$?rM^Z=?n;l&*s5eQ{7rSg;DCCMlazu9q*I=(+Dn^OQhrsg?+O=E7RqC9 zYJ<#N;{~^tOL_JRqzhv5${Mt;qV3ZWIrAFV8r_<9#%Z5kp{^x8p)1E@wI8s z3filhU&e^j1Nq9iNXuILTV!jxzT4?xjc@tqlOBKD;w-Nosv6?_S+ix_`xDAe$@S`+XyYbtBoQio1F!bR^mpJW&cWY)=uKm$z!_ zs91_BZ_y|HTX(b;IzlZDy&>p2==v`Kyh7#&(EAy8-ZVWD?$Lz~ie-zVnH1wS?OQw9 zy_@)l+?Cm!l9_=v(e|>Hot4K{fGC=AoQ%~yxa=p*)aR#xTm?RP{as~4ePu!8MD%dg zjxF)VqRg}8Wnt0&7oouG{w?81WIgc1)HCUlkM05P{h?bQr=F~-L+>zo@lu!Ls|9m= zf}Yorzlj_6&G|SBb7Mw3MMJh9w1af^5UsG^KDjL~@E8DbcgM+IXe6d)01sw1Kc>7K z-@GZbHypyivz=wns{?0-T+H)~T*-dGy0sqtNNKI7a_34H9RlZwuMh6jD@+u?dW-Ek zV{Pr_nkmQ|#cLYe2dv?}dCe~-XB*J{eFo0~t7OtT+-=?E)?K@^Gv-8am5JE_^+CX}xvg`l{>V<>V}{ zjU`WI=vEmNLi{RjgTV z)X=ZVs4<&Ow%igenYrTSYIDyuc{?!7m8qt}u6Plr=&i_qvc~q3?o_Lpdl-K-cIL~G zH@oKM5$%SN|L*WTzP!&3F2#qjbe%|q+72t-@%CJ|htKGo;{A~5>&+0Ksyt$yJSxMI zo#BtkD7pf>%zJ>j6v{szu&$(8+bI!F4F}LpV|i-oQcQTGHvYF z(8X}C?NQX~@p(U?(iYchFdRu*KUTBwKHd#_%|`g@NOwR2yy)hKT$)}qpq`MSxv_4K zXAri#yhSOyPPDJ(nyrNoGxO>i_K2P*9-kxUnqGguve-?No9~-3ezEY8@Ez|v-e2E# zomcP4rCd&3md0M;`p@x^?2yWgQ~BcX{n!ds>?3CEkA1xCJq#q_4&6qf^D=z1k`tI= z+#dzI8oBTQN;CT`hIiGJJrl-pSdJGWMFkxhUv=URD39*Rb1W$;-}e80ex`;-najtS zX?4%7`JwQ%Ya--C{c>&|TaZ(`x_R8qhLBGy#g8-)?nEzmBj*`%fXi`Xa<0AZX}fUjo*Xy}rjm<0tOr3oA@V(P^__AcM@1MRTdD+TQ zm>1QTVk{gU_`DT!;^4`OPp!R}4E6?+gxE83X3L1*)01;!bwjigZ28{crafH#hD7>W zQ<}aSLG1w|?%^K>n$dN0`#DdZi-+5T==S!IvTQUg??Zu$;|BxvY<(4E#-&Fq(n36Q z|9a2_=p>uu#>x~A<^SjXc}5URz}LM|I+&3{2HES5&|sz%s=<7!+Whb2pS22hmDQD) z9BbjCsTl>${lj$Zdo2Fv{vq#HePs`;rNu&w{vpK#)9CO@NeN9uRSOeq4LjVuE$4WW$BCfr|2NGV@`T& ztc};h;rjHSaKL;!AEm2R{y}cv$~M+`Ck>`P3xoP^wcU>;gO-4;m8|yQ=U(<+{mB&L z^7DbmSXmQyrg(&0{+{o%bV3|ieg7(TsR|OJ%pQgYh@uh%s11y;q}YyePQLV5%sDs% z0H7Q6aw*LB%BVT<)A#LVYQa1fsxl~O3+$g=25)|{u4!i1t#00A?nVi`REu%89Z0eF zly5_SY+h)nD8jZ%ny%RCe(HTJDzRHDF06X5m#^iQuJF;K9Qfzgy}LWW=+Wy|q*xE9 zOrv`>!+WMSWce)FX~p*N-%=$E?(O;^z?>rUYiFwPbELK}R&DLMtt<(efBF`|A? z=2L3ZMptbuP`0yQNRJIe_sP9sVCK5V?@MNI?RuW$iSh#Fb^78uHQAxH3T&*Y3UBki zf!dGsJ!(?A`5rr*iZgKSNOm>k7GJ$Oa`!K7#_g#$yy8!DlSsSu2;^H9`{T9&kl8|W zZNi5iPi8MiPp%B@Z{9$nqZ{r~qmxrTQ%&BGeT>O)U%n}G#VJG%K%Pgz4xioNQI+ATW?yJvpZ3k z!{_#7tg#iezcTa_Jc)SMNB|YU&#H$J4g>plkV0UxLz zcferlgc|NHC}1%m7ZGkW&W`;i&cf=Cbi}bFd(P@shLSYu6B8L$H+XsTqt48tu)jA> zWbyp+pCgS$y94nMk?n&tcS-mG#0G*L3?*F;k8eyk~mRI>4Z zWZu`)ScbXGdc`yhr^N%FiN@S+hLo@~w53sDVI=SU> zmgIfo*#Z1r!9~v&2Q&C%b1Q`r?heAy7gz^;?^dhS^FDoqusZkAHc)wDiwUZF21>o~u)O`h z(!?jkFrhwbentYU9!HNTn-0`vepN@IxK%))uG@uMb&7{%aXChE!Fp3(Uv=NRxSz>w zb?ydZ)1rv_U>0e3Lnw`$M8gxVY9@WOt>$-R#V5FJo&Orv8gAEp;=sgRgW2kxyY&4M zJhDl;DdHf3=}xoj4h`^O3iK;@&eFi@h@(f42-gA5bMLUfQC1}4jJfn;`>zsf{WAcA zC>T=n7hjQXIhYm|d@hN&`IJ#DGZQy7k9qm1tLaSdaia|LIU}FLT!Y)-VOvbt{2Y1_ zkqlx$BzM+F6vv|b#G-B?`M&ADLpQHOWO{lxHly_@tV~j zLBK8@e0*!DF`qv<`L|5a6nOzu*#h$o{Cos|y9>mgDKUQJNObi7_z8qOV<9;k?a43+ zv(`kqP{kIA-$nar<>b*mLyMIMp)-uaz@1G032o3^aQ;gS#W`KWrJ}ZPGLPhI&|x;= zEe4YdwR03rXJpVTxWJpkYVl_Euy7OsbYg8pL{<8BRC78XX0n{YZsh~;h#uC;uc)*> z#>vX)CLb+#@F)F^kyjaOTK$(=t=x=6m{GHvjQe=l*Oi3llKxu~l7|?$96=7YcOpYn zy8PhMK$y4!JmF8L1dx9)G-RR*kpcGhkRe0>a;cdj1r{YIjlK=L2c^+bF~+YoUTK5N zZUra^Cd3WoB$>K>_vcT550=v`!_yug&hmH%;!!rG;_p_n+4J?BYnOXzH2322R~lEU z;jQwu#gu)dQI8vY-{g9N(1CRIoAzaUdcTcB^Da442(zD*j|svOWzFY&L51Rg%yQ&~ zt06th1fiDT&B*R-lhm&8TBc7%VSljes|#d!-idnDQ4og|IoUwKvzfj}7qzjg-{yg? zdgj8Sb$^nxraU$FT_bIz*X29!M9e0rP4I5Wo&ZE0ld5VgjS4+*HOsCbmyut|(xw{e z(~Hk9#QEyt#;v%x%F&26(&=Nn3mDT$(u910S)dew-vR$bwy`GUe^&(?+ z9=ImRz3~|b@6$+tT3Hyo11V$1gUNU$kxbB2KdEV(B^V-}5)6*S)m(7Tac?^RnT^64 zBHYfK!GngyGvwpCTP08{FEuB=;qS2*!_&m~i6+e!x11J#qgmydN)HKiTFCLZMjC@` z3}$N=Mg8S40-3=P4f8B#{LO5(AW`?=&`9x|X_F#-vRi8ak6`NpIj9v<_NN2!sL0DS zgrL+!+!Uc|T3zK9-dl%zv8`9Z79Wvh10dr)cJ{RtWi?HQ`mWLkVuUFtCvDUYBQkYLIvBTVL?QR{ZtvDi z2h#L&F;4{~zOvQdL>JU-&v4g_uNbT&3>n5-$!C6;7s!FDy!nt#@gB$=5AYk}B28hu z@k8H4TB_Z-9( z_h4yc1G{Md4gdYhZ1$wBhi($W0^LOB z^FZm^>n?TM7uD$_IrMIE%$&`4IpPu30t^ZO+XU_Pzmd-@s-?-_36e8=`AGydR{H5s zf+cp2vk|)Sdx>18EAy-9W}&&A9ehLAE9~cIe{sm8s*u+a%-Lx&jVAL2ZSLtW%y0a| zUXy?+molWwx4w0F^EBgPx@o>dA5sF`z*}>*CGcoSK2cl}?%Z6B?)c->uK&VtutAyw z1YEA9R6}UVf6w;}EapcXC*ne8HuoHH-#%KpM8s^UG&7$D&t>bcLPXxo{$owkg^G(I zzh>)=JZ^}S0u@ph$kE5X!av;EUo1T~*hs?Yh(2JjWQncy&zKL;?AB|#^ogQaoOh{S z@SYG3BcA7Q31@cXPATW=>amm60ut8oa7UVjXueitki<@N|pen$z95Be}x>qEUBZ z$3xQvhCyM?22-G*)X(1HequscU)C3-Zl(vbb|a9Coa9zNVKEgcp3Cwt_=5shlJNzf zIWWR{{}j1G=k~Ir;w)kwTScID~8fUM2d2pddj`~G!zn5*r-5aU;o;6 z&8@qeT03;@)VEhgN2eEqDh%}j;D3N|YPL^Zsu-FyXtiz9L(^aD=yz(zMw+nAI@O#A zlDOH%5`)s$?eb*@^sEQQPEfEobp`jQmUnE^b7LU??VBbr6IF~M1N(LJ4t(uBv_O}v z9As{!vvhxRlpb<*A{*1fl9S}FUjV!Rm__R?%f%2`&FUP|s-{5y)i^*45ELWtHKS$~ z(65#v%wM^k<@a?!ZWR~uO3O#V3M@o`c^f8Dam3K>MHf3^4r?9`g+|S+!f1zBlSl6x zMM2|`p^L5dZ(RkT7`bKKPQ^2jPb^Re>qCK4lF_YPX}o#d5`hd;sm#R}4Pz?AqWbJs zX{>g6L}-PZmgr{tq3t&SI880hejSzyfjH$P(0V4T%MekntBSD#C1H_e$I_SAq147X zUn8BOxS6f(;*3QQDC-=EQs$<#MI|H58_ip2;qAvt4|8o#zwHn5lsEI2bh77)9zcSW zxlHP2Hgnl1FiHhldUD+Lf^lTE`I%D{gk2kkG7_s=gEY~HOwOGGD3^*dEg2mbsU4)G z@ZBy=3h0!Sw$;&T$H&rRkrnpzZH|Ug;|Pe>(Rw4t!HLTbvrM;JM0)kMsn3lm93$Mh zj1S54Wkm2<{jHhaMRL+s@;H}6&;%10=oVAs| ztlw5**LSgvitf$?#8RUxY`6%ILXIjma_a?BkK{rXGi541u&Ce8PU;dM&!2)8*I%ZZ z^c7&L5JZJm9fX%{l_T~Uq6GhV;N6V;PX9wi@z4G|p1Z50JRD#Q(zNbF`HgWCLxwZ5 zJkTnAj?x*=U#P}txktJCleprea`Yime39MO_2QdK)^=9}@I9?Hy(eiEJpwEM<3qV1 zYO|DBi96*IIeL@*+Pl;@Wl&!1g)Oi3M?4pi)V2W9jm9cT2`X?Zz)RAuEHxCl7oz4X z=WvgahtEum5w|VW_p|=$Qo7YtFQL9|nIjv>5)c+q5>6bYf95ISj?xT8yzq8$W=Cpd z-%@56#gIS;G-wVX+h}2B?B$aMe_1RV-bO^)w*sw{MGuz_VMY@k(F@DW`tYN6&b(YA zRt^ach#v4_!s;8?Z!73#r%!{6Kz6cRwWNd?lMdgv=ff45GIP3{M36QT z_mz@-#&<}&H;b(~ku3>7BFlzz?r(39V){${`zWWAFKPbS5xq=@0BbyamNd*l%u2R% zpVdwcpp{{LOnE*68Upe=w0<1-LV`yagDn`(2^x95Y@=l}2tVPF%&RX7h_$@i>h;+( zJVb36Z^W99bei$8pY=*w*4zi1$NKXg=b4FYMQJ_KVG~#5GG4ij`mfkKb1`TESf6T~#HLO2UZZuj7@4|HyXNH!t(XEEAkHbIWoI$d2>d+s`i{UkD}2>s%0>&Z(8R*I?o!&NoJ-idqq5jqDg^FfzU=V{vag@^A$)umrWtuj<(M+7=%s~0;N!TM-wG3R z4X=7QwXuQPIf~e0zxXI7Fa2US5^kVvVn=w=X=NnFYvA^+IIEDGaK3~S{kHVEBBR!~ z;r`eD#{{!e*~qVeyDwZrxbJXda?qZYQwVM0$p@shJ4tUu46_P*Vr5w0+znd-pxVSp zmjvJ~13UAV0m0=R0yhc^bf`;%S1=-dd132NI&AMaV9Lv+0?rzysmGwtui=OqI}_P8 z&9z>V^|X9(9qOhVeF|y`&0{#BHXgI-(-4pPJ6@JUvuU)}$U-e+5&GdU$~itB-4;^A z{xZc=Iis$$Fb#Jy#1qvpJdlb3(6v9fGVEc6lTr-h#S5ub=kA&A_i1j!*);#!*j=|v zS$ubRT|M_ft6gEwe)bxKSh;r~k@Pz-G@|HNO!s^a#;J#A-YF4^=FcbR)w%e(Qbz~% zKh|o>23ri=p}Y?n7nrx`mXQAAD-jv=KIVk#VD~7urfxO_G}s~6Rz!dc2<&R)sShw! zS4r&T7_pbar%KP;~t4~qjy=>eNA!iW*z0z$;)%pSA-V?Z!DR` zlX5)0vL)kln``BBpvaa5_$1m#PtZm0mtmA+bJMFBozHtLVQYQ2Kl|GGy=*}tls(GX zD{r#JIO-*5+%iRln2U63u_wq^N6z!MZ-PRj%8SyF9Xu)tr7>}!4YdH9!*4J@6EW4i zyLGXvVRYvqMmJzLSvsASa1j1wvvdPbd9DZE+R`cUd+nPLrL5cya3xl?08{O~N7IBD zFz~^^MtxmB371jg+M5IqEm^i_s-zIM$;%37F+r*C{lP3~ z${zqFF>P0z@}&eefPBXalEQS}x6+bSfLYG)##`{uhug0=b+rUfiGrl=4gNdn=F6~G z@QAtffl+jmCI^jbpt;0X>4%dtvKr)=H{`>Z0&O=!cF8sW_GUI=5CSOOyNca#Rs&fe zJVS@SnHGKIL>9QNk|prmzzM5XL{rpEgEI}?x{IXXNhlN_fFmpyt6PF}bZiusX;GAe z6VQes7%SgSUd-l?a)>-qvUf&UbQ_n>{rejCS*j_Rv{?G}>ZR7i&#?CE!pP%4tB}J4 zF9a&`xE%PJ)i1c8aISZN#<_$I^JcV3PCnKF3Q!Exw!u{o++@1tL4YAxX}+COEfCFLt?KkaH;BLTWMcGzm0_-HX9O>gF%Q1dckuixM9 z{7^?^x)$V*_TGIOyJqh5C>`r@K1`>RXAk!Bj^3XafC+Mr4gLPk%9qg zo_rdV*DcTaXm{h+3LT!uvKF$HqOdbsuBC90bYc5bvpTlUY(8E= z?relE0c+@*Gc;Jwq;=hXufQJO#k{8{5H#Nb%T}9>-We-|?wKc5!}6a;Gvl|4V89sE zKfWb7rY(C>hJw=O5lh6K#~LxyzC5$pBcjA+Yu>%VF7S} z1dkj9UGOfeK7QlYfCL?XkfbpybUH*O1izXz0C7S7JD5zGBImF$#dKQDgd}T?!vPwD zVn5C0K{yb{0bFVwhSW*!S>?uIkuy8l#z)!v+_i$W!*%0ya?tpwwIr{nDg*Oxeki+bI1BS&NL8RA6Q@!C(vda zP$1ozJjN6fUt##dM1ZTQQsQl*4M{6CiZ5*^oy}Anyvd@+`~^)@XUGJJ&u2@j5a^mN zVR3}yyy3t$J6tY0`g62;9(VT_XE+?X;M7UyvF4C>yT_hR5^R>st*ZAi+lQKh5|>YV zK>B<40KNuYevUh@gXqNej0xJZ9&AlGK%e+^4*m;!mmH_M&K-qDdkV`r*U0lhR0!6* zR14WKQcOm=?-$r4=l~T#pkFqm7Qu5wK;PsT8tjJ{DyH3^ntgSOZsmt83E9lo5Nc)W zgZHp2toG?JEfzF7WGSjK`Wts=JK{_r%LA?KjGG8My-!+LFWB9Eje#87-OcejK!s}t z)eJ9)2>w+tNg_gnYU-9f@@hI9)4y2xp7l~nP5@QjU>fJ$6b zpGREl$Z|Haumj=9@Af@8Eva4(%E(~ahW*DAlTCE#>v2Z5m#2C$$+acn%IYlK1g+K$ zM(vAVhG2=^usGFig^N{VFT_wEu&Xlv&a4=^mnisnvq9ZB> zwu@DFo2ack~n{9$-w-*{kZgo~MB02URg=m;g<6;e-62|Ox0ALByOn}90OdubJ7JfJX_>9EJ0~Vj$sBJs7LRv*lPr9|N$jO-q0;_9 z(I;qxk#x|iO+fFGdAk4hu;nlB#YhbFBi9^hQJgljLTL3#yjjJvZJ0lvw}r$kOoW0F z_>1`va2Ig$tk<-_Xz4nweJN$f`Qz{7moASogP2DxrN$VYQTr`d0QGlcAbc+TjU3=S zGi)|(gDTI^kgBYBx=@|F$bXBgf>bXDb6WK)k8LI2JjRe2W*sywCOQNvG~6wmzHLI} z3{rC37{{v;q~=$4FsO8ICm9?z){Dvh11y3G$WaxhF3B&T$dODLK`a4%_J4|GH<#QO z#Hyn)#lvwh-8vO30iujtxaXGQvEYu#{y|sGO)E4tw)7Vi56^@yT9ACXyqwVdn5058 zets9TxYQVfYN&2X?(xK@W*Uki_}}z@7nG1_D|#Y`u~TB}S4})G!uT^Mpectd0v%ub z!UUjJnS~12wJ-$pD{37xHLFR~_m@es$A~6q4sF8;Lk`rX00TsWE1t4}&Qh(_M=gaw zz8d@x$1SeBaelS(s^;ehUwul#|@M4bnO+J{&}Tk88S1uxb?MoE-`9W zB$1{#WbPCsI1?aAu*xG)74v6k>71uK%5Dc-lHP2`I^iD;6@dnoBG$WwO^-4y!gQ= zL}6LMsBmvYFVw027#{|(H;IlUDEs)4DkZ$J#KNv-Jau!({^XTF0&S9T}^?9R0-H=K215Hm=TTdB@>tBF&{~ zX>XjW0nqB#`*42wh$UNxl^gFB(z{$>(r?RDdP>aoMd4#g zGM-*x29ORS{2KgNtKW0fydD*PE^#-jgTr^1IoyEOQq@_*ZxPlj&jY8gq-DdkfK0n+nIGjl@UjLX4~8Dq6kiPd%HYgV_3ml)5Y z2m6=d@ELf9ljNWMbNopN0nJ(sk=!bU;bCSWakHlU+*-8(>BY#R!bN+Vers+0`^pl9YDfHzhY3)t9uo7vre^03=)}Q5^L$@ugvT@P79jl_R>KvUk2t z$(Ts9;emGXMv=n`I5DM1wmTTK%NHz024~kehAG<|l^SBB_5aAf*Xduvu;Tlo-WEcu zkl3{Ij~eIK5R+{=Sb*)U0PnXRS*Dfh(7LKmocuYYo$j)v%Tb1^wpAqhp|xy<4cj<- z2!M@G*Of~0X~uL}M0spsH>9!6QX5iUd<2jf>P1YSU^AZe=w}5_CqqQ2zYN&6AKbfZ7WdPD=N1d^z^X zGqKQXA5G5!^ozcZjo-g)HM)OSJ_Ku0y%W`fTz!i?Y3LUaHJ$jl>f?bpeO)Gkq(+Kg z*_PqdtQ33lI8RBwvm_?=b5 zUtP-0Jml%GK~yibfFyYC_@~$B0IE&bzjw|s3em7zSd>HDOg)P_F_cVSEKR7z6z7go z>aza6`}Be$ZV><03>4StNy?*^9&(AbWcnCq);~gy+kUfB>lIK+i<~*s*3@;rzSM8x zx2|7d^rEQQhdM?M_{Q#FLnYZ`E*+ozy1kx|O)<6hAcR>R1AOjQ7z9#H&p8;q$5@5M zW!xI;+N}IB*yf#CM+GH_*37j}1XD~CSkxx3gmAt)EbH)J7O9F9&!<3oxRfG#e9gQm z&Zm@aaG|)3eEZXnZNWX!VeZrBt~p8IWK;E&@JKJtYaT;cB=&6}y2bCVLNY*#GwAp@yU8>gd ztN!E+5&%U+dJ(a%*`>9H@)+tN3#S|kxZiO`Uxc=@*ky_%ab9>U;SC_SEB0xCHfIXf zta!{MP3tx2aA)Wl9Se-(fv)DVw8u+*<{(MCVH%i6@K%L-vfe~5G>J|yV|1-M%PEpx z8);)u_v0Mt*Z>j)NOevF_wCK-JnL{!wFxJP0I1>Q7%CA8%g_$AV62IxUrnY=1kev^ zN$Q`)*`AlUtHjNzqb0-krWX~5HJ<#CVW|sgiiS_2n0O(rK+Z+KbS2$|4Svb_&=s^k?;&)i>2W=~GeE1<#GHOsiFSj!#7^f^7vEP1d8bDx{p z2MAG!(vQ*yr+IhXm%i~D67rk!pw)IwACqu{yg+fH0nM#)Q1X$qts|Wb*mDOZ{dQAD zh4h+H>(>8Nfwgq>Q z5P<{(MlB2(_ zG7+SGeH3yHEMrzY+mlKuemFl}{`Ost01A7e&F6bs4-B4=xeVH;WZe^kGel0P^Jr z%c&;7tZ(D8GWE2)$^RRv?JSm2Cjz=dc9CXvFNDKv!&%x5TQBSoau)dWt(WF*{ix79 zS=Vu9rCaACq${7v1}0BO%92lg;6}jstpx`6%MErD#N58lMmsiG?4^+62yhr4r@)5S z+@TksTZeajJ$o?=jA?@*(Rb0D@TI$38-83>n(&OyCaf&3n%A^KK-!F|NoqIM6AWSf zT|bi|x5iK*l-KqXiQ(W#Fzq`;n=hbiv1|o3E$85dc z7Y53JZt@1llJ;HDm!hDuL_xNtQ^q0&bD-blLouM=iUqXGim80W&BS6cm$%Gv`35Fv zA$T}!`b+;SmT^nW2a;C2Zh1wuA)p!@y-!pFQ~C<&-Z-kAKQDO#`Xw|Wt5q78= zOSi5BGh3h;QCpTC2{=Wx3NZ=KaNYU{omGXVaKi)U^RQ7c4U!#c%+ayX;r-ZpLJAZ7MP{8$)=rbkq1 z_8{KQL}0oYdqE}y0bd9l2}=k!T-VVjMA$e)>@dW}A)DBHv7bIKX9QICc;Bop zKK7f~%GPW-;3&_1`ktBZU}7{V^Mqr6cPB%9off50@OyaHTL;pO=$+8y;GgX4k>*PR z@*efThI^43KGy$I9@HgJgHqBMX`SD(|?y^6upoYXXjwCL+W z(CR7EH^88U^}n83axDRyBj6Z>0U$q3Y#LK|r=++oTWq5Mu1;Jop4%RM9bb3R*dQAtl$n*E=?Ep_YKBXNXymY zAW_#KG?hG+NTyy688UqKv`0%sQGDQvYJ8RO4S-jIq@Yd_;jJNk632}bWH{-`6m8-A~qSH5S4ZKtZsnJ(*#{kGFKWTZEFBjEXk&{!e1H)E#2 z4#<_(31+?YE^H3vB;8GhBN^z3G5PWI@&a~uClD95w;mU8LxzMhAYPFXZ3GU{&wm}{qoI@6_ADp z%n|bX$Q@x{4PjK;d7xp3akVN$#=tv5Rw@%&`liQ8e8R2ipsDZkEkzdLviII(g!`Kd zy0#?m3&qk*Y4WjE{_?uG95Kq1+X}qn!kAIONQ^T-Gd8K~z;U<|IBx_q%!sj51i(;$ z7>VAU$z6?cfEFd5q?-pKsG)8s#@mNktg641P~2!zn|cw|$R^K9QdV&Yd;({yFsBu-@! zQ~zpF_ePzz=1qu&XLK$S`%?E0<0dPsmV%)Mw%NWncbeUgS~k`A9qcG&0e<3H{3T{T zKiRC0a=zFx;hVkuB2{COC>GD3#81r0s^Bl7hF>u~%>Oc_TeH>dhHVJs!qGCWLX)C0rcX z2AyJV;DN>FREoBnRCMHl0*nyG?G1M*{QrEp1!+p)_YE&uTJs}opAY5D-O3;zy$P5Vw?`pdtmS&VAW_ARDLB1331sM4DC3N+OEJ}Fp z8HO*H(P%DPOF)yiF_?S^(Mt;xF6+fHrjVJL67}wJsio#U+5_=};|+}K2x(VkFWISG zc$b+ii2uH1LCH))F*p!`$(Q&gO_AJnTTG0OxM~bXOf8N6!gn%K84tD$ye{&SdwZkq z_{S`0{agETD>*ft27sg$LnDX5`0U+ew~EM5(vH9n*k(s-8~lpq(?S^D|J6_snD@n{ znhVXybCvUV3RY==dnn-@dXX9L@Sm$K&R;G~WParWZ7QJ3!=S%aKnnn!+g(OGcNHCi zs{+5r75n|Z39Tx!txupwvF>gY6Jo%h`-D#n^V+t1KVHOAK7g5F)ae;YcdPW63q7XO zLHw_i*lraX7lnTDfrr_4G${=(%{|S-CBet1+=sbH?Jszc1LW!O@p)zjuOmX?^Fxq_ z4x~PHI+4qdUd#w*DL8EbiWmf1gt}@Q`kct$%vIJ_0)CZ#?(@B8fvhcBgln^lvp~KZ z%yt$S&H~=*}9V54v7@h-5d?3%!XA9Jfqw>?@6)`2|>>G zxSvgUDY(mF^5DbLHOhc6cxVQAQaaD$o=!whk9i4J0xX!sb2Av#)i2CzDt%Es4UlV4 zFRS_0i#OYM6R)B2v=T9R^`waiPDbkCa)qJ4j^(lHJOG-v-JPf2{Pos^b8H#O=>k~c zw~ZFA;|fFYkN)CB=9iWxpugOeN+!X~X!=K`L)@S#L(+FAIwNCSCF#QGfyN;)S>~`$ zmtSa|X2e2lwNC*@W^JK~Tr%%7j@O?jdY}1rNpvq+=;7$I-5gW>k=t`^g+7R2^{aj& zBlet8?EvXbCd?*xqcBr{d-LBj*cN!LxC@O0KnbSOJrD0>a5SbkA7F+n#WAHysWz7@_6XTYgVSkeL>?x|9KVkmlCOB&oc511V`sln>qZU4Cfe;>#brsAhhx((DsQNCgky=VV~ZYW$AY2hMe=2KZTX*aC`)+vm_ z#pI04887?$$Gkx8t~4K3HrSEgh1sRf&J2*yvH$93W^%mySBa^UYB*cOfD$~&8Y<`P zu|jRsZ}IXs+aS@`>+32=jbhNY?9Q-`lCOJ#M(`2QX)0xdBd-9LNjv-Y*E7KaLf_@L zgOG^4gd06_2LVVPz!iR)K$;E{Iklzk8k_EjzI$Uwa?+b^ZUGnL7qfi$r!8G_^A|v0 zmBwCq$zJR77w)yw$v=S$a@Bzx9btwPZ5u z{@E|IF<+=;rNL*(Aq^UxNa|&Lo=Hbn&JK`bSu(jmT)jI_frsMKa19{ce}zg^Ly|Be z?9hnta^!!21a|^WPcm{&@k`3O;Hn70)L`TKY4UT_90}gZOXn2S6o(HflCW zpCmpswBk{l)wINmzHZBNCyL0apV6Ot2=T>j$8l#PecgJuc5Vz(6_ehp5+>|~Fq*^n z8Ap<7+W_H{uVgCTc}*fpJXA!AU%^My>L!6zAmz>FXRV?bs2?5;t}s1|rz-%I;qv-V zjK1f5rQBRkYFTV-H;~t=Dh&R5tVXLpxCBDsZ4&|adp3#yoW_%L2^4YjG{E|LJ)e?SCnG22t>7nBriZ6F8ZEDU}GV;_z39*L~>a`%IUT1_52_P_*oAX0BN zqWptZ_AsFOEek{7F?1dKItq@Wv{$C~d9c?RT`|*_q<)WHmc{BTV1xpIhLUc+i%Uen z*1!%@-O%35={TBfRpr=6=A{U#186 zPdJ>Du;xG-qPxn+Cz2I_c5rX8(*0jYkmdJZE#MJ4w?a2Nk?uol@sqEyrQFiTTat%D zcBH69nnHYcC)uB=HX&u}onHFh{Dw;W2+4 zV#_|?)8#hVU}a_OW%iQWZ|d9GH-+9)D|au$NWbCZA=LjWg~a~++=L37^i+NFx;QHR z;X1E@w-c;qb;&TU)0D7N41V+S9?_4_GfQevEd+i-HtykTG_-6=h5{R_3%%S zi;Z<*{9e%l>6fMkXDd`cko!vUzT>e+LWJ1Ll=TS&Z^sWeMv6VV4B=uhGg^A1@2wbx zsW_h7DYiWD9`gDH5Jf>J{em0(ZCt>gL^Ez1IM%Dx%5gBGbJ-2C#<>se zdH@5VZ<=0%USjcKIFh#U{HUvNY5QM~yvO_DAGjSlEda1T0G{1q$d~eY2@LGY!jhHugok8-09eg95Jy-3AiZYF$11p;ilp zV~FOU?G-`;*vQhoN-JUaJKFHnBR-OFt$O|@dVLz%KnTu!95lq-mq_1%&U=$GEUp>W8Ci?>_1Q_&mjRS{=~(Ij>G6c!m!-7YYfUTF;8AP_2ARu}oo>*Go8T zpc~EAc0|_-t>^@h8MDjkqKpqjEd{^EelbW{YwA`;FG|UyBYT{tyJ}>%l4wnu!g~aL zMjDd9A3+QH{kE^ZnD{oZ$!ttjoWem(ZTioS^uJqmtr+pRMEK1y`onEoYZU)0;y3FCVl+@l( zJh@atUp&y(AAuhPi0%KE%Cy3T;R%BPv9~Hl;^hJTD0fkK!5}Q0OsSsHc!d88vZC?2 zu-Kp(#4MehT?kp(exQu0ow>`;ZXpL7bE;zu9yLJMeVqekz z2Xs_A@g`xG^fE_}LxgAx*vvMuwYXHYWue*$I@ zneSK_BE~ohnLq@tgoqH40RAvW;jaJ@9;!PZS}8%4c!-1n+<^%a5rT*xA?o>Ii;xge z>M`g8{TLU@e;A@X0z1BkXu!Y@g&&~+8!$JGCA*@%e13BgeiAkJV8;Nm`j1sw4}z`PN7DHI9Jl83bZ~EUW)`C z@)?J|A@Vu&BLP9a4|7rVB!C|r2Kr$LlL4bI7(5T)e+qm)MSjGghd_Y`o^U|$BGTf3 zKmrE1D4-trK~cbfheAIVf-=yLbGRy00xm*7FbsI$0=Nv_LQnvD2@x0KBp3xD08;Q!bqfiUocqbTq|QBV~I1+72-Y~k_Gr9}8RT@+oJPqJiLq*<%H@5gg^ zGCn=JJ-hwm`gnW>vG(B6ES~0w>pn+E=?nV%LqyOA1{x3snGiAYt%ck9L@o+&H)`Qd zygZf3^r^a46RBq(NCaliig=bx+KcH-LJKrpe;0Co1Hoa3w(+Dcz}oa3SZ+fzQr-V#}hnBXXyezV2NcsSru@ZX7RJck9dlo z@YB!blU(2gC;H((_&c8AIbPrtrwfUfco}DMF_Vvl{*@^jyp&mzKHz`xzpJ#6x-G*w ze=czGBgHHHjDO%4{1g9@S^8efbew>59Ma!ISFOMP+DrKE&E4qJSP4JgE0 zIYEL(hVq0olvlU4@|4o1^4?y$_dxAFsH`-;u{AEGkpHgY87TaiD529;*3|k{*{HQ#`kKo~Bf>>lGfh${}l7K?rmt0l>SHXA<9dOd8%tzVEt1a=f5KZR zANUK3!YY_5jCye-jpeX}$mkq5WQWaxiB*`YL`QuE!z;;2`i*3F18c)M& z(Ln{}I5i*f2(QY4-|UqFNxHf(%3IY48GRJzQaynH_Xl@Ss5+NNcZ9Y!78Vq6UgiWo zPO`jEIgL1!qKmk?QFZAyc_^N8f5c#OD7%i+&x-`I1~Lk2n{(;z0ves%w8z~NC~)uu zn>=de)jWg}1Blo_Y_oLzMmoWfcxw1%DSZ3?{-QaM-B-qtJTrK5Xe~fz9VAM z+krlJPTJQ)1>{H}!FTG@e<(wCyx0MCdU!MJo?a>(NB)RlZyevQ((HgLebc+@_Rj$4 z`inDv#ICAHh*5-mY6BfmrcaN~dZ(ij$Puq-XO%XiWfvfJK#?8|I>ReX;|NzochQ8@ zzzJ-e11faC`?-C74ySZ=>hK)#itGe3ktkzEz^d4;&#L8%yhV9Hf7L!cJ?{60nv!!D zrIl4I+DaMhLwP_YKO0?~j0c)Bq;_<<=j}YhH7TQgC=V#_{fpcF-~uQ+9cRS3XXPOG z8x_^aLO%J9Z(oc{OyWhp19SKC zAtW@Gw6_N(Kjb9ef4dnCw3u5$Zl5w5iOG$(i(oIx12&F}yPNj$t)_G>a!#z}L&I&$ zCm{P!9+WcWg7mcq;Q2?xZXAt*!<4nffxv*YC3D$wQ9**1H%IWeOvGmVo4< z`l?U6h-iPm9Wnv&E1UZJ2qK}culnGNs8?O}R=H~qzHJVwU#y_o=qvN|98AA}?y^aO zwUHpKIEl8Uf6M5`*ukopB?~pYj1#JYrs9Ow#};iktOq8=OrrHZ+(zq{z}l56Ift2i zMt-y4>7lG1>g^c1mZUFVYLA5GnMxM|11vp#2o9lFELdLfl|xNz7ZYdhL8fM>OSY?pqf2HadxXuWrrp<3VQP<gf2QEVn29<(qP4;_*gnwImpSyM zwZ4>Yx8fOAoGi7vL~OM}%ouHaKPs(|T6V&>TcM^E&tat&lsE+~2NFlrYdv=+tf{BD zAJt%G%qywaF%LEtSxxAkskGjZS^Xmll#O@Ybn@Z4h_m873Un2H7cZA`@sPZHY`;hP zvlx0ee@P1Y(fj|=RLT>%kiC~>Ci6T=7w-`xtkDMwz3gOZo?kEJB#}Avs0#7A$2~Zt zI>8>2ELQ0%A7^n=^q$k%swhnoy|^|9T*7WKlX=~-6KCW7f11UG1OrUzvf;Iy={YZ;1jk7xua!1L z=dICe@lQNY7Ku_POJ`88r^oRum)#_vq|Y+@NutPq59uB@#!a5&Vzi1u(IPIAXIVq3 z4Y+hH`30t^Miw8ZSDE}ciI?R=MMFd3d{!o%wX&OV_87~XjULLQFmg_);_A5{3AOUv zF2K5?ezmTakdG>e>!i~69!#mfPnwR{Ty=NL2mOF3K4Dr`>aoadVTvX&TewoVf6)Sd zGOs~grenBCSkGGba)SYd@C|do5Sf@ta>9)Ul|IarNF@$8hm^%bIDzQ zve`3KdFeG8m1nHk0+Lz5Z6Fvuf48wJDCRfqLSXsERA7uZrBdMQT9L2r>zT@8=W18$ z-rs_&C^mcB#O8CQW#pJeEeqyoFN?dQT`dutmX&H(_KWy_W|X#a;StM`4LEyL?T>!L zZ^-{`pK{?z;w%tru zZSCd%)Uv)4bmAh0ExM)Oi(g-@*RQ(98Mw>}9@K9F)A9_6Kj-rGy?6je-*y=l6 zi-Qj3qs}&?4CKHbYR#w;PzrzcQrm=@1LlH0YE7szP!5KuZA4XodEgke4X8>mA52hN zk6Hj8iU{m0TSv1BETmROt&!#;@G!MK1fwx@nz; zj!EaIgWUp_o3kTYQV(D=Yg7a7Jhu&WfbHhW-*f!*Ks&)s&|&;ytUbi`GFCz#s@dTG`&srGyT95mN_ zMzaipBVfSX>IJGD0*8MYRs!aNIY7^R*xdLp+UY_dZ;XPYU<@1wBjzT0HQzX6>72=2 zlVFOm^1(DX1x}cIyjvqq(zycEfn{{g<13}&w7F+4tKSS)OD(z9NHdU+Kt948bJy<2 zSbb8a3-~_d%)Qd3CUFS_A}j^f=6+0L=f7s1S;@SJ^s4%4$x457Z|cOu5>`t9#tiH} zkepECs|&;+5Q9JrLW5aVxh{}}Ko$a72#sb97j&WBZ0pBT zI6HKK&1TKAMZkaPVLQOyfqaA(fR#h5C4JMf1#f|{&yulv4eJGc0D}aq9K0pNf9fix z4g+A2`z?ayGzm!{LZKUwg+La;k;GJYRn`&u7f<1H7d?UohWq$<1bMe87@#zmyuZW|!X!*WI zsY8~(*d%q>@;4sz8?yYJpQVN^fA_A`5licCNsUHyC*ef=^HIl zZxRgpAx59tz38@oSQ(7f8Z8e?erA}JS_5Y+! zS+j5nWG2?07$-=T^j? z&m(%jiWvAVB6{75Lv0ZwXCub0M@&8yG2It2Q;azCMa0?1BF@c^h!L{l(<2ej-ivtt z?TAO&o`?&7L|nWS@p4ndt9P^^jFe%$469^VCBrHiR>`nRhE+1Gl3|q$t7KRu(-%?y rc(6)_RWhuS^;q!=o4hvV{s&4EE2x+7oE;tvG%z?aI0_{tMNdWwig^i` delta 52349 zcmZ6Sb8se6x9;=Cwr$&<*v`auGO?XE#>5l6u{p7A+qR8KGSLJ#-#zElxpk}duWLQ) zkNxc3UDZ{+*XrzHkBoMY+Pz?)%UDQ=>j+F>u(M^_{v>-J6oLY6kN|aOA5#)~ONMOp z3bMJ^Njh{Crh=Y8;xE4Ibk0c|6}{tF6LwY-UN)@FJWxNEObI837<~z0HMG`DXmXql zYl@~)<6tEErHy$A!|)>E4Oy}jjd%g%#Hyx4b#{z01(iCaW*S}520bstbq2n-<>+0 z34b^ZHJ+GD#}YjE!=wR#oyLX~dm*I8$fru@1jRI{GrXbML|rJWEBMZ5X7iaRF;_Eh%2EstwN|Q z2_G>JO+v$O-5})YIB(g4scxf0j74NnVf2Z@h-0kL$iUGK8Q;W#maajFfxEX^R?3(gzygw7hTdmSEP0WX%ij5XI zcw9UK2YxRGgkq)m0nGz5P)lyHCre#7BLlO9l&3)O*JIvGz~+_ zE8?!XdMyy26-eaCPt$8Z+8UgDEHA_UVgB>aW4Jzhv^HJg@|K>87pL#p&UrrvtQk4L z&YSiW{ZN=`u)1GV$QQ797uSjmTazU6uUwVf-WKb!}|dGU`n-_tM)= zoWazGz4D6+NP=-35_&~#cwuU}vf?bvuS!;I)O4CV~2X+!DQm$W0T&l>nlW% z!6YmM<8g3FByWT{1*3Mp)*$=(ap7)$wsFa>G@s6t2^3#P1Cy)Zrfcs zAZ~&DUw)^>$wMz>l1w0HjpY771l;p?W$w!`3TWl7z+1P;l3?!4C77@zwIiOdQiH#rHQf<6(| zrICIva9wF4lmV*X#EwT-pagM~vKgX)c@L~l2{$x$n=Vu^2X&hYpL7E{5w_QlF$^7v z1>FCjZIf|`|3lz6tM7@ekA- zb$(Nvgkn$yX`1qLGpWvqxil6O-#{IC5^+(R`4O_Ob`;bMg14C@<0Htxz*tl7Nyk_PR2qa?FpLE8(0U4$;d zWuJw2y4y;-D+e7puJL{Xcz{vk0!||waX9$LMP~G8VtLs_1w&u3pMpJ(SQWM>znYhV zd#M@HuSg{>;-*!7Ss>kX(0ckXe7sT#?Z7Fb7y(GT+yiP@GRve|M0HSwjp4T!_Qio@ zCA+_c8hoPd*`{otu-hW^F71OEq&VuF$y|ONUqM$iFGg)`?H;SH_9|~z<}zt$6Pt=U zC17-y)HI5Vgee9kQA|5`7HzxPKC5_8TM5_pRKk_XOhh8W{OkF<1<+v|PMX;oaQkN5_nE$XZjfq$BukZ=U?`W+N zCUNXV)G!M1$txcyCXRTr07Ya?6qkk%%)^_&rrpw_!w`P{gx8+sAq{#CX2V}upq~z|crh}9UDu(z_s(YQYuau1Mj5SN;%@LT z+~TccSBGvue)6^GuhOL5gT*-K8Hjk7_q_oJ97$c+-N5+5`8JktHJ6Ii5-7Lf*Vz)-NS8`tYj};gMXn zWTs2vV&-Gp(S-{Jj~^KMZH$Hu^sz?;*gT}Hq>iRP-~|QYSrjZBtlX?g*;si&CfPW2 zz*tTB_ziB|F6U3J-5alWS5&-97@ny{C(0IvMG3m0cZ;yp7&{xuEl9 zTzk$tuGy5x*Kt1T93$Gje;t0PobS%O16g(fl|JjOY|&dZPRZl8(yCd(5#VuiBmWxC zC#N>N_S25a)zvV(=?J6%u*6u)Bo>GMl3{f>;E6AqT|P`7a*2LVx7>tFM{yn_Rrsa1 zY^j2kKdNHLi?~rT{#?jlvd5W$ag>vzG=#*rWw|sAnv@RB#lqG@v+BuplyuA2 z*RiG<&oG_o_$(N*<0UH;OcnM9z%^q9H#M7i`(zC#QXO{%Ku|a*sVYdeDnqJi+&yHD zt97MnPCT^Fnr~sOtUZx3CARKD&-K36tq&4kT#Z!K?WPO1r2<50+#ejtFS3(m)nhH?mxKD`Bc>Q2s2W zsB>6ogK=W4iG5(#d*iqLb}v8BbaU*mqr*gLihyU9e!KPqiEb2vJJkNDUXQ%srf%fN z_fd*w^2Di2eezOGm)viF#laRX=}dN9Q9 z>-tL;_Da-@I1>s$;!E6Fo+bZj6JM|{{@9D3t$Rf9IkmXqm9%N2qaQVWro!VX~E5fOXnb7?Fx_C}oJ)eSa)hAHL@hHER&w1zKVM4eS zz4Uw3w_56}I{4qxw}T4VoQ6fieT$WC<-Ek4G+_sYX0B?wWh&hQ5kJ9odJ}>`&Qt(Q zP%9@O9>4}7#0MyXbFzbM@c~TWoE#CuT!1gYzkv7x@(ZXhpud3m0`?2IFW|pG_yX|@ zq%V-aK=}go3$!oLzrgqc^9!smuv>jQ2eAH+XQ~Sh7l7x#9C>*E z<4C~5!}q_Fep&Le{;&M99-MerXiNuZ%aPaCg?AQn{hwKj(S!*&P651}qXwP=Nc)LB8o?>^Q2v7%vf44r7nH z+AFuIw>!6Ja=p6!yWf;&6@ylYIg)OICYRojY}@a8E$ye5d(U{bVVM>uOJ4k#J=3!B zTOV5}rX`Ju>8MSX`8JV;;ZnQV!q&g5J|DQW$o05(oqp5C^6z%qUiI;#xZQ?FQp3Xm z9k`>j`}6wG2=hRMy=u6y@4`B377n^5;b2B}XLuCkQdz?K6qR+VUG#Lz^-@dgoBN{n zc%w|fLk)D(s>enFtiLvKKxe&4vPTKp+i!-8y{g~0GqG3ymS3+mR6W_a1Y+URZnzCn zCsJ69cExExjyNC|fBBu~ld0;;e)*f|ZJ_Y;{s^e%9Vax967HpX#=TxLo4P{Jh(U#5 zY+Ng~iplBVHoE_tuHITf1DlE5rli@g8jGICVjhdnh3jEZZlNxyY%=aS^`Z%h#8_(~ z;6)+qNA25E%agsg=kzau4Ug`8I1W2cgEWAo>x@a|a)BVLzSg7SKd&5tFyoopI-n=h z=%QjOKbEAoYQW!!S|}aID4w!5x)6S*;GkAMpgWE{>$L% zBfo>WMmJ*aCI5Tw7-zJkYz|Q{a+pNJ)Qb6L)j3ykZ|)}WC|Grk0sbt8&}NKr%kOB+ zQtmx#DSzp&xv;_ta19Z8!H|J|cXH6S_{!2rK0|Wf840J`OkuW4*)cwh&Dqy@Ng5oc zvHo5|3AAY2dQ{bD1V|5W^)_eLmv8cT9+7mM_MHSLWlg;AtHW`>KAyj(uyomEZat>6 zIEvRy&g&KwWB%% zE=&b>2rAN-suc7~c3d6Y@O`_)X{zTKzh?C;I?4eNY?B)Z&F<30nENe_Zk#a)5 zcRkPDkslT}Choql`0HC^Po)9hHsX`mwNq5t?1@{w2B-g_YlG{8p1y13@hdRnDokSs zmi8Z<@$i@S%+KBYQPfB2hO^uuL#fE|M)7WAUjKdek2dcJFNOn{Q(RHfyoDxsAW@O- z*k6b6K+MbaBQy+-U4%PH6+4h;;%_>oSZE#<@@xz`QVdyk=d-VBM4xC1>GxU7v}tde zu^@b(xfR-f6m~UL_D0O_cZR;NwRI5k4=hiLyuT-TTUga!HQJo3%Umu~!n6HrCN_DpF4mu;i;134MFp zUE5&pnURloHx#%fU57AAB%n_Srv?bcZO88xtf!g;0d~5;Iy~J0OEQN(CAJ@-j@r-R zit2sA4q)v1?t20u@cXbxy6WeUVi#Ta-{NKkzcImnld#4)f&xY6CC)rK*MSWsmUQU_ z9-{W<^&+66Q|b$nVU=R8=4aFoP{59yfdj5P(Bc}hZWV|{^aTTVV-C+rt-VPKQiLHh zHDKu;_awQ2;W%in<3YkP;@#2}qTa~|Ei!q6LwAZd@}S_}#{xT=oA$B2HNGc^Fs;0w z5!=gY@TUc(R6L=090E*i24`*6##ZHQF!|%zf90d-5F?RuCG{J&__DxavVYD=3Y?7PuI3ozGIlWr7Ru+OUl}x<6QdNyyk!Ga^Co_vsI{? zlaNcsT5`*=;`e1~Pri6x2c(yBl2Z!($`r62p|6Eu&7<{#rw=3~L47ElI{K7?WnSSX zUYn!a&g+^L^tQ4+DJJ$`A~Nvu>Bw(G0n3gb!Y`df%;)0@3DJNjVtoAc*9w(EYS0xP z+Vdp`Dq&|jW-j9-07X`_BNiictK(fseQryZX^O-Liqq$bUxZ*dE$)H0U+poO1JZv{YurWB zteoq0GSTP^E3Fc22+-|1$EY^9+D0ANrDLN;)(XPMmZ5M3N#&|-CYv#HuoLha1^(J2 z5Y5L6zN3|d-ct8Q_d-dDd$X**=c!!)mXO#*(5-2&LxagUPdnAP`1O=Tlv4eTA9~{;bwn$;aICD=yu<%Po%e zWx2)3`rW2yBAx*&O`_)IGu|5!Nt7yuGH(yT2ij#lFYs}T!?ew<97!&?`wLurH0iJM zjh@uZ@Q;B2DC&83&soG<1Y$9EX3*pVYvBO>%8+QKGuBtBzLW#ZptEs*W~d9{SdX;d zk6tUAd-6Yu?t@iPNEZhIkdunnLMus-22te()~oa%lkuHM9B|oILh0_IEFuTi0EZ(Vwqu<+y!e-I6;H|hsuD3kyk;`Ks#Fh$c+_PNDC^v1EzaXs%* zv2i?Yyx!l=S4+dqD<@LmBWHz9P>~7omb(C-s2-!~AR;W!$m(^YxBdhCnkD0+X)PkR z3qo<`i#z<;$9z90CzK(r+;UV8zD}V{$<=YuM#3aIyu2DKpMc-i!jekGJ}1?WcaW}4 zA~q4at{X|TNf7+i(qwzU%La-@MYTNB^qh_^8f(3h5*e?DPs2{r9Kolg38*53zfpsh1+%dM|1{TGpLQi9sHnLFZ(s zu&iVY_<9E&9EYgrC{pHK1XDRwgqmHGo)FsY1C?5r01+@Y?9LhBOMwJs^qQd*`|lnA zToA6Ak`yWW_>G8IA?ylF$-g<%S2kp5SC6MjBjD@g?0(@|5Ia?($_?6qnH zy_dL(k!yK46}*rEee~v@(r0TeX{|!GhQR|$cGFTXo^EA{w&;MM5~BzEs80{Dl7KTc z?kNz#)9sO$CSD-WZpIOs64E0(3PSe}K|McepA~N_4R+wm9|5LS)GnAOGZ-A&G_)OJ zfxWRVZANZdTAwWo2=smu(Fl?xWG~Z_HBTwtK$k%kVbJytK~2TRwM=B+*#oca;T%%s zd`bYt$C)2tR)(@<3tUT^>Nj{3d*Qf8c{uHWLrjh$(gjx_Mu!R5HLWONCoik=Hmeh_ z=H?D-D2_nK)xf$*%aYSSru#pS0=c1FwN%Z-YHwZgk1SoiUv~}5==F+lnxG!>?7CtL zBHpppb{BPOqD?Q2nxd%03pOaT(L$A_%F$T@3IXQxHL#`7*Xq>B84ri?jY=zt#)S98 z@BLF9F$5g=7t)&^)2fxF(C)V4dYgxl`TRSIDFs-}c0XVkS9$gYNzz<7hKz3qhW{6B zXTx|=w5wMMdaNfD{ggGam5fO56KGf&l8-zWnvWNvP`Bu3Ipei?Uw!?hTf%_32l=RK zuwo&h!mwxj781S}M6oaZ3(t{M!FLL1^G^cYDU4E1oIQ5HJM=bgn^V`Ni4c*?4@{oTdk}2uq#N*LQS}_TWiMQm6r__8qbR`$m9!!7cAl4R*+TK6~Vw7 z+Z6-{v8ycL|4Q1#pG-F|gSw}b4jW~(k-iwLO!NTbR*kdW!G@=-OPNe!&X>l_!m}<-ZyCfnzB3G34WTwJ3m@|<+PeiOA)*c)dBzpJ zWV(m*TPPwv76bMb&NA=m1cvpxn)fA~?h5eIiU~{v)41|QfD1|qpu&_Xi|6KRD9z{W!?9TjnY4+ayj()@ zI8RO87Q?(v?;vm!spxFPW`2d=|Ip^pIh`>Uxy#X2i3ApHf7Q;|I^lk(qi@55LjK9| zBFZfuk3!Iqn+F0fFA)cAJt})c%}LUp|B`%~i{8O*(Up1yk0z~IyRkq28A6lJ ziiq+rQ|SY4sQyckF{$!~nqc5$^r@x3Y%Md^S<>KCMD57oX77MQm2S@jL%!^=pndd{ zhKio6!3L$R?s~U1R@5Ie!W4)m z4{3bAle*7L!}KmfIIWb~{88$1=S&*#``kpeg#q{*<4*%Gs_zJ=ehz9pUucN8cQ6v_ zn4n6G?a0_%^2xA7!c}t#zxlqs`*$|n*Cicq;R=KtE0Cg&V(T`!yFYX#NJ$D)a z$BAMW+#K3f>hIogfPe$)^(Oe;ZowwHrd%2HbY;w8?<9?@I2-z=ea!RXFsx}Rg`t+& zAv5rbJjV~7P-Q-1ai|yTF;BR0nIBojn^X=|2$P2EC}zj!qebD&Ck5(@)280A%K-K$}>*xmhAGXbiyoiyOBL%|W@e z&o(ejeo5}i zIC||+u)^v76abEwAYt5 z?Lcq^ue-g0b$VGhS1m$AY#N0u`0few1e?+NiIs8MWL+Oa?wYhCnb>w^Ntb7UsW6u)dNsr2u!O7X2)4*xISiIrywRa&3 z+;=HCrBEKV0Y{g}va%2UM>|k(qFUX9I66_Xdl&yA$@VhAn8|4Y0qUlIwB?;W`Tf!A znYg60jp_d4ScYrk+n%JTMh;x($<)t(7vpY=!^XpXQgLC?wQtq!MNc}u^f`r_892C8@G+3b_j6Z ztvVck>^t+qd6~pWnAw!3MS;@IlJcF~=OqfcaD8t>)M0qah$nVDGx@;*>2gdA&i5A+ za-Mlxl2icaCvoF(&l#KyCW&alvtPpKj`_TNnd?@kkc3l0uxGkYEyqmSp~}4(q!I2_ zQFnB(aA%(JO$XmmD+2H*)D@pl?*{jk(`YXk1NB2+%EQ&&HzIJYtNZx<(ejwZtenbx zXJ!LG#H5RJQ#WpZ;Gc~$eirJ(qK=-CIQzhK0WlJzc2QVA6(!g{nIu z=4C0%lNlVr7xsh|A{0&5$96~^jaPXiff2QWg4H1cOq;a9St)q!&W;vs+^oQb6HJ%sHA!Dg&v`?2mO3 zjn1BE<-vR=jkCe6gF2|bg*GPuMIuYuA9-WZwBzkUH9 zZ|R_g65g7MHL974I^K#QDuBmYq%#-fs6tD$rLR6GPMKm0%bwUq;r?&@DeLj8g?h1T z(VCHclz!;U%@qV3h?WN%<3_<=XZ}4q_)XwVeP4)o{Vl6`R+MmP<0|YKhYUZN!?Cd( zHH5cR=}-y~SGhs|-@{+OUw0S<9S8Trursl9(>kN~L;&>C3Jy~}>LA`meQXc`1(bvGn{%Lc>bqU;#)e<;ZLmb}oqYiL zA*2T!tdS4kKxy%2?|JEcl>Mv?RR`(^iVeCQ1H1)@A_Wf(hy6bVfd9WV%FB@y6if%K z(w2Aqugd7HrZsi&Ep&Ri(ugcZOFE|#hN7>GPafU6)I`K&1kvX|=Gr{QF}IA#MVQ1* z14itBZ^o(mRE&HACdz_FmCBkmv2whn>C5CgM%1Zui)n-BG3-gy7m9aLev>%m)B`FW zd*1#nyZVWnNJslMe>0bC#~!(gfOJ#rfY*U_tLS3PjLwpe@==DLJGtqWnKNqla8B=QLKJfU)5q9N@cIk9dOZSYc{D@S_T>$1=hp@b?*ob z0M#3=P+Gr!+&VrCA*?J@t?C8hTkv_aX+{@Y7SY43Ot$^vkhgEYFU~v0(`_z(KFpeH z{UeGQTOzoyz`yd;a2{5?eqEGPC^uZMU{RjEQc+fGsat2WRjDgkjE?dnL}vU+GF1-# zNAb^Y9@_CWQyZ+H1|8W@b0D{0b$^XHf>N5XVCDw|}9o++!hRJCRd+>Rg1wi)>L-RE4h{SC7FKDf>PtdB1_#m@*(a@W@$C#r`x0oEO) zF+292SVQ7uk%$HPhbEk_WIbi$SmwCN#?e~lj50^nfSEwB(B%g=RDh**g80p3#_KU>59kYbEIEMmI=6E zzAf8&w~J#d!!LYtMT|-8AmpzWPggZL1Zt2!)LdS?PpDKJiBbt0Rb^ap*^|YFykOxX zOD$*{FRNI_!(UF5q+{E6tv_2hxbtbI)bJn!MG1J8!KG((;gG}w)V<-F!Kw1@M!8T) zWW@WL`hTbe153IydS%l`Rj$rV;lye07g}6~k}X)D?*1TjrX?uF?rZdz0(c({!cwPp7yA(ZG z1WEZ6h~b~E^X#~CJB#aE%3ir6uh`>0Vcai~)SO4D0Zm9x&bg&MeZA1l`z*}e>R9Yb zJX||w1Ji%IT$1NcXJ)cV>$Aamw*pSWoMH{-d7#+qYkK9DFX3F>ct)Q-1`3mtLorX; z9#8Wk>{uz?{`yIHeB-Z`PqH3X-3enuE^d0-FrbQ$BAHe)tWtJR;$;lhrU@3e1Mmmu z_Gjj@rW9kh7j(zZNs!78lp?Gh2WM6G0p zV_lz7rM&Pkp{6dwjfYz{yr-RO=(iO<=FLifJ=5(idgpXW(GfgybDgL1HC`3aRm`N5 zF5VP$3s3k@U(!uA1-q1-(f&;`u9({as{*5PfNN0|9Dh@qGzb0HDB_^CZy`s@yp_h= zvUwvki`0bjndBuO-5QI)LmB69Wa}MUA&Z?}0KAZV;@W`1R_nRS)q4L=QzTUDnJX#fxk8(Uxq28`Ub($Mnb zz%>UyVxIch5Mr)+ZNd1twK>6{Z4nM+6{E0p0==#t5wgzP2D8C*G>_1mo{2rZ2xwA3B#jPFTvn!ifWu>rq&K*=2px|F(6rIaE~e^s%#oS6xo~q=S!zmEE=n z`eUlQU)%9-FP_Poni0&37Uvk3OTTT;2N)WL1AsH8ld~xc8Wf-ndtxG$4^%F^co&?> ze8gt1m!}$ieC_@L_!;~}YM8*8xY@L;@;NQLwNrgu69~Q=zS+SCmy`(lIHk@O;CG6~ z9*JQn4Y(-R&~G3Ce~!Um;>8j+=*mJxbMSK-v_ImhEZlaX4;?8-DM^`0@Ja8e1`4Jn zu`cUhF~!vKqEDoa?jAFd)?A}fx`Uyy;_wrOM4ec=7^9r`22rP^(|9l%*W1niJzOi_3sf06SPiW?q8eLIvvg7_BSG1T@=@D$-w=}fGve}!9L zyc53mMQ4*OzLP$gI}))Bk8NTBmEDT=!k+OHPIVPVTg?kBg6+O94RR!k0Ky}ZIZshE z7rQpTIZ%LN`|wx<*5{+=kLAyF5LpTy27n8s3Wtl;B3+9UNc7bdz!vc(wx)2PNI~qi zIM^-ES2#KZpphvYtQJc++!}Jw-qlx@ff4tU0Hgwki`^n3gL^9s!e;ymr6O<(MabHGW=i@441&zwzJWZx@HFmBVHv%XIE!N_ry0$~5mk zLUeF60$XWG9z6=5A3pf}$brF;d89%RL_~pc;bVz`oI90!+7h}1jM>V{O4tg9 z2H%&4I0N_-GbRQsu0#sVj64OQKIQOFKt1s04J)L!87!O-NXTc_2MJ z_(LTU066qP*W%%}`%JSj+S|KpwD1nlK7XH?|IGc{Q`U6>WW=}j@d?aN526s+86BL& z&v-QY5v5140jB){LBPNE!SjHE6amx*jDD)dfg4+!zbQ8-6&E+=q@V@r&km0-kIjt| zlUkTrn>!+*E;hJ7^9VpO2+2xYz#8%+GpV$?}AWmgfeyBS>D6asOmS%_7=dV5+->k}jJVjVo ziT^4Jl>YWmJ$q`euJ;blPOd}d?LMQJ3Hc6u0zQ!^&ePwmLO$e=dkCQNfS*0x$vK5x z=?o$vamPjsVoxu_l)J%2rNL>g9tbhvV-qaz*jO7B2 z>oeKC<9foz_Hsa6E*VX7DnK#p7{zrj} zR>c`XdNX-H%Q(u^bo4Wfj*i(aYGWb8z)|*{BXg<%oio}8+{2rvmo@Kyw@xMu2Cf-ST?kQJ@ z$O!g+@W~d8lp7hfn}lGK4>o z@K-mayeASb)pQgIDMHRcT}Q6@LNhws*AE@_I5(!LmyVc*ty5H!8IxLEj5B4p zBoA}xQLI@Ei{dyVz|&Tj35F&qlitHPnU+8GVVhir+9g>EAV0HJ%c0-lwKzXS9HGLs zjmJiQKkw~Jxqn&%L<+mwDN!89)KI~6Y` z+R8B9c8weZP6fm=iuHbi3J=wL0=~5iamCOZaDVSdSJgQZ@*Qr@sBE&+rPBPZ9*pgc zzv3pI5tp~dbH;?%>;Ybf-B7}yaSB^K-mC$!>vGfx4?N`|IxvJPMaq+C@bwbcvfPy@ z_2lyMbCqZ?kLwaQz^+c5mf&DMmvN_&dqYq`9Nc4)BwG1bK01)mvmS};0g36!mar>l zxj+NTqDn%7lj0zU^Rl>h9hj@Z7JS?b_bopyxje)O5*_N6lQMLkXijZnI2CBwF(_^r z0^UCv0-vLZF!K?VIm=f3DA~G5$H!NKX>i~9Hp!pQA5IAy|F+Q29v-s|4*1#JsVDk@ zm}n)fjeY$uD$O;T)GA82whoRHj`_vcrZGl)@X$5J^?aH=r2z+a`22&gDMR1Ayu{j_ zssr4^^CPX5=h;qD%_XEx6C-Yn)$8MiPdT59fi&H=F@5Q>CMMmZXCsm(UEiIJcX7is z_S;{7xgA<~8`l>%jIczz*>aX1W(Hlhg{5{3!|g&nVMoYb%~45~_o}AyPG?Um9+i$o z!E;0}Ut~*ViMVjcvY9t2_a_+Cu;3F9RS>L*U#k;H^kDS%T0+`P;M3y-mM4G4k)b4A4dVZOFk>I@3ihiP>{-y^}gfABpcRP#~Dw z?WTR2VFR0Lg2GpaVX=tz&x-%JEJo&_+p}25dM_`fG>cRk*gBK!o6vhn!TeJ5>{pXI z4Vx);{V!z|k>V15KR5FyHob0>ko%140k;QHSN}FhIzt8aUu|&2G7dR=onJ@sxIk{n zGyQCX_Vr7SU{8uh&^zBXbgey=j9SbH<4d`fK&D-ke2Nj-;k@h5a(_K1#s&$xCx{$# ze}%Ks^4d$aBzeyEXPU>|J%sikQhD?l>bQQ){F9QCG`JZ)*-aDF7?&dH=zo35T4IA2 zk2R^D==2G}mYG?fnxucq#46L9<$%wNfG7!g_0u|p#cY-K)f>;Es-PC7HEAYUCJcqL zdf}2YL?>Gv^%x4R_Ou%7(i+0X9iE@A>IOIZZ$FktHS0D@Wc+LR(=N3Iltk`!jHK^e zkLB>Mn;Ap0*SvGHnPWg1S?cU+mYweyn`-ek0%wdps@U34mAk7S)D2Y5$v`jfkx(r$ z|E`D$9Au18B2lfd(gK_ADs}6+*^hxZXTO=F;=5gs)e3q>U8byKqK?2GJMy16r{dg?XFUN)fEQ=xn9 zqbjwpx1e_*RZ}<`0jS%3V<O_Bk;ua6h ztT)c91R(8@@pjq=G1v<768b*xG7UOl!3(YzQu^-ngb1}L0J#xrYa`JsjVjpM3@iZ=jH8H=YO|W%no`XgwfzXOyvfPKG;d20o+V}=~yyo6Rl}GmrF$W z7@Q#cNeIo6JWz%}XY+VtAwRAQu|CG2PPxx#e-px!DJ~6Gko_h(7yRq45uefEI3s5g zd$Fa8Yz~`v1Q=vQznAw5cJ^5N3?kHI{YJ(3_xq-L@#4U zSfYW6@DE8H4DC@a{fMcdR%-ePUx^cK}+_bdjJw# zUZ1e?CYZNTtwnY!Il_J)YZ{t`?zT$xCf0u`l`t}e`%r|?ICQRS?mzTXWQljs4J(C6 z^ji%olchn$pIO_}|I3V>j8sR+3BdaE=lqI$v*pmi`V>3kPaL^aMPm7p8uA*CIo4RV z5!~{kuL%(0+Ca9F2a&*?=?`o?ye?$UCZt&bRiVA>gkuvC%{{^lm}Okv1@B3H_N$oz zHI3fjG3bYeKr%nF71G%Du{qMDg35l~-(b)Ch{k5F`3a8sX}+#Bah*FEZdD;luSVQd zBvkx<5x*>CD|!;u4o(sHn=Q-H3#r#;r;)H9KN5gf(fx!$Cu!?9QtCC;-(78q)PTr* z;83<}1w)4FY?8|;kNyMPWw@-1$+V-`U1(3b=G?Bc@q>7M$QHT*PJWkI5f!A@wjygE z=8Tb=%;x6SAyU4E8CEVToR9P>C*$0tEaB{N6-xW-h6yvq5%|un-@pAJR`+Ndxzl8A zkyQjHb@B)Yuu5q=7!OdK@4e7eKvK&+3>(0Czp%rx>kCxocG(d8Jb5z8`uoj~C&~{_ zZ$~v3h!d?c5KO){{EB;3rY*J8E{h}-P=)E#qltWJZJY!+Km__HX%AhS7#Kf_UVtRV z8o(`l=#f&-&1ewLqp4qN&b!~9jeeuh10#T?it|>UEwbBqG8+>z810o(k2?pyI>efP z6&Dh<=?a$^ChV0BF7(GNye0Q_8%`%->S7tR9hS>Z!#|9OeUQ76Yd=o;C3%&8Pw>{M z%y-rDaq`R7n-Oa-ChA=Y%ngv$<1lPCTb<<`s=2~0>`22WKFsJby=64z$Al>za;^ue zjI>*)FZqVcI(U&51=vm<7alc1^(7xNvdZmL-X-kWz8sJ&ML*exxK19 zxzme1-Y#%>$N!`H=T2WV->cd=Qb!8BK4gMHjmm#DWsgRQ?Oh)6;G#KPcBc*!Zu;y+ zvpntp)$!-SA}px4SwQn|+t``Vay4+riKY!pJIQ=#TuJx8zxm40mB@wVyYaw+P%uR%)33tw!Ohm1N!RhP%Xe7vD4)SI9PQU`*6?4EES%bsGL zRR_`O(;qD#`874{ScU5U`QW!bs7jhPhsv%yG2FZ@dH&KMTU!<$TBsGIzKeU3)%z3i zRqFWnOieOd0w8KlTSj*6-hZU2a5yTixEZShQTgR@VsBoSdY7~S;1o)VyK5qKGX0ba zT2SQ9WQRt@77PA{k55`gXhJ#pOpcAM3a2oM(;Va9I>|+eX?)p#Z%0oe(6N3zko=|P|o)F#i3KiC$K~|ojm4U*e+#g>eZhtQz6G%fHOoBM8 zuiHBtd~uK&-14-wc(aD$RHUf3$ANf%wRCpt)XPuAdF7g-(T|H>TfDe zZ;b7Ak6p16FTc1W#!k8Va93gh8y-PdwewzGJ6+v>EaRlA)f$CS*30FEE8wx!+7;s#G^ z?ZsN^-S1ngHq{xnh26MQ@!^|j_kCqpk~If{f=*#GKkSHyJ;ex9Sjss%^9xP^>U_&0 z5<)9yNg5ZE;l_+0(;2{~L}Gim#LR2*T?o^sg*AH-IwE4Q;eQt;b;6Va(JKHG8|cUu zw!E*x_ly8G>QLhh;c!94$MdQZbO&Hr!yT$z^J`B#gWN8IW)B2w@%Xoe-G@B&ddUz7 zA(_OlOS$`LB^gTKwdc34)?#f}B>fAnfVhLi}r`);Gh&~{1R_(2Y2eFl1USG?Xpt(6L`igA2?xX#Ig$FZA zsBT(3dS48a-xURQVjd8)0xAl0PS}%7ObM2XN9^AkI)AuYA6@ucfY~EP-^MkNjZkT& zz%E_MtRN_O;P1+8-<3R4cUufU?v#p`$hAUp=Gk0!b2BeYZ5YHRbOyqp9F=klqXN=< z8x9&n@!lk(fXFCEQ;{prp2&w+)lM0TAex>t5W@jwa}xz`V~@kY!1986Bk$D-jZF<+ zWOTwZaeu2?JYqbz!>1AA)#MX&d+83G0=5Stk26~N+Oy24aoLAIo#@-+Df=d;WVdAp z7itF0CR`*a_v>C)TkDr3A+DTkKser6;4e_Ai4xk=6*P|LwP_j;Dtb5rf+*PIxLODa zSpPt=ju)ZZOLVhQ-8=TE}i@FMy!{I^S=~sBt<5>8dxa{j z+kY6WbcQ0U`mg927EJpgVN1a?Env4XD-&4b0UnKPYW_w$2S|9h7^J)AM!E7S*(Vu# z7Vts2nytg2*7z+`({aFO^JJFeGYuBm!`ZAsYTsBBRapCxMY#QiSF&}7X&!vSB-0=|=#hU% zW1i)z0pZD_-Z12Hp^VUeR~D$O!%+~q(seTgg0mfUbtT{4jEZJONllD?!4j`J+BE@% zo85h|o>k`DpNQweG%1PxP~wZXX@B!e@{*`zoUldue)o=yUi7nnFXU^f$3wTw1>{C8 z(+KtZ9hI~K!jr)JIj8KPZ@ixLKxyezf;76H?(7z197ad^-i|sUt%jC+kG{}Uy8O(R z>$a%UdCj4Kl@&7!Xo;AlwO97aomA|8Oui3TYo$e7PVq9 zwCKDzera*Qi5zqJiBJXA;-1)&gVr@$F>wo!`oFsH;N!1SmCH@T=$iW3-M(5XAGUeg zD-<^H&|zsrWgAMeid*W~F~wt=919lpMJ0R7{5<+H zZ68Y9i9>YR9;l2z+|_#~Oo{K@gQih`8n5|_G!OdPp2ziJn!l1n9Dn4iV6o0+oce9$ z?!0*Hy@4j-MUkHB*xJwUCwE8XIYxyE+MhvAD>A!QAtt##CZJ)OMu8a^jk$r`zb z8L#wLT>c~kr{*ot_6 zV5F6z&5F-Q8j&pMtwEI|oXDqD(NHRuZ@!QIGybYqs%K-c)scHi9uDg;l+ln3Td|S7 z>X>FDw>&<+l7FcB=hu=CyYAKD-o^2%d>QM~Dr&h!F_{62a)8gQz>mVbFy~d0>> z%&jdiD6{}`D{lkbryE?2>4YYM0UvYs>bQz?z~#($%yW%m=#o=+yyf>bSm^HG>!2v+ zrq)>fi?mp{q`1AnmUo|~U!t8P&<#2T$rw9O4DRyvTz{y0CXtoGV4wf`Ed!=VS{?sB zhlodBq_zJYqqx1Z1LhI56g1N)3F3U#uwnh9ZkOzW1wf`$i>qRmuu)~IAJ9KIi6XB; zV;q$3JB&>bnYk>AeH6BgL<-TW`MV&VRWsa*yEwjSB(u02zTH`z0zJ=YYy~APn3yw7 z>i&bk0)Gm(lO1LR2G23acHV`+PEIW^$ z6-4!m$g(*MyBvd)Pn?IMdr47If-r@zxuT*WYjp5CR{MGY)LNHjj)(~>@(5b70DS`$ zkJxGs@qN7^r-;Dj!;N_DZLjF9ey70p!R${>|9`Q#7lOuAPEzJU57qUdV{TQm5o^Tf ztv>t%;92dgRE)wnZMKd-Y*k{F#6!GyuK_|N;v~l?tl)B2D_Nv^%7F~g%qyCd+WkdT z3ul5RtU@xU&KFx2gi5BUzn&o=gzzj6A)W8m6t&tm7DrjQ-)~noO?p4&?K<~GYr&A- zw|`y|%(c4$0>N)v3!rtpB`Ui`h=!{%Ngn9w(Dy>a{1mQR=S?(qR|`eHXRFCA8q03m z6|Kq)QtfRHjFPCGeKmX|ALj5Yt}5nQdm0sS-*d)0&WaNkh;vY{oXu3dE&}{$7Rl{v zKrkrj@gWU8Q}=LWYhTmdhq(dW=)~<)Cx1OCohy)GC+ll9NHXr#(MWg?%H0Ym^$KKp zQ_zl`K12zPUNl__?ynnj+$=OWbc1@Z(&D=J)fw2DU>Ys ztm>Io!xl??oXXf;HcafgKYZ9#M%~)PxT57Wy0BJD%FkRziix)eCOoDs#jJ6jMSoy8 z2XsbxQ+S2WlP+2(qAADXh<+|gWvflFU@*^HLFJFy?i4P&S;g97DaW-@dF|!MLM>RF z;>z-Vh^DcLuEmh-#wFE;JHO^|(YYxVf7`iX6`UH8LJjxxkqCkjjB299m6vTl1DNHS zUYS)EM4s+ZZp%j5!~A|kWcd0gYJZge&W+C}|7sp1Tl2LmHm{v>JQW6Myoa|y1i%m- zN#*>}b*3N@3ow&gdV9qQI^uuSh^B>l=td?hR0v~F3B-(La%g#x(!5Di6=$)2M4`^B zr9-+Ut2DpAm#P}BS6~5}5J78BnFa`}{Uh6jCg^L*tC2oE(`2tubG^0Kcz;Q~$Z#(_ z<*3LX%vek92W)#-dpsZ2707@}OU(S`VxsKyv)2E4L|TdY+tu(zY_gueA{T4jfVAg= zy2zz|hnKG5l>Ob^Af0OBFOU+Ab+2-HPCYYac@HPRWo13`qJ#;JJ#dssRGuGX=p0iy zm7vP=fc?eW+7X+4)<56$M1Ladr#|^JneY?mjUrl^JI>ym0aH}yyysg1aWzp37(j@r zvEw7mJVJ?eZF>SlZoDo+dPM<=fPKZs(kkCVRtNKej40%LS*0$(aguBNf>FVuV8B2h zKZ3LtB)1Ad`bAhPxmV%yP=}u?9LK;Wl2|j<;iR9Vzl07k&GZ9z=yE_7h0E-FP z!&h!AR3NC1=zim7L0RIYHQ_h-QGe+W&A~f43fcW((3)txcb~Yf?mkpGxglLu>lzpr zu6$uw%*>^go_xh8>VLPHn)nJmlRwkttu)&6DK9{W1owHMinm5-R^E8%_r^qInRuz_ zmV&HVO_{i)u1np&PY7*EP8xL^S-*uM&yo=w$p(dQMz1o+UL?2?aV9<7#41fE|E+-4 zb1a#D5|<>b#DO(KDkHe6OOUyivK(Q*B_-}VI{nit!|!h7NiS^YYmg zX2A+aT479!O0OgeS-rCMV5pca`3a2GjdV$3o_I8mW{S%z)XXx!T8maW;4b`Kebjvcf9E6n!$Idc+x#w|UxumSmyfJ8z{dsF3Bw>nQ!wDf! zvl|2i6Ap|op?|U#N#VYC@N7XIB?OkQTYOezz3WYje~RYcoD^YUW)O@T^VANkT{f5;$5{WHwzB?^F zrZAz5aA|bI|2p_UhY4cpb+naur41WSci*c+B;?;Cw)dVej7Kwz7vjd9_MDF9+pbUyU6mIeg|JNjk-Vu8yCK#Q_0SbP!yM)@9GQm1IT zt<}ojEDm?c7drE|_;yqIn~q~9u>Qdj4pBr!7F7OR-MbXs46$tz+}c_$6S@X|ZKzd& zPIk5JhST-PWx4*Mh8LNc@517}Qr%vsYBM-?n15C2_C02U7M@4YJw_FB(Y<3nzk_dT zmLM`nn4ZbaMRXE`#!cKm*KELb?(eRXx(khWIM+f;)FbHNBHGK=??7)UB_kcmHZCUg zVLmXY#LnTYrms$O8jZA>Ha>CP(TK+~`uFxFv&ovN(k~N8H#7w&BRLgW5yI0tB z1%G}(((3Tfr`+$`J`a6dh3Wc086|aCQ~ROhWii^`qPfz&Z$w&|xmotK@1wXmzQd3l zI&v6~7h)IS1XruY+!|JN`)IJiUp39yxuKSAhoqSuIT-FJ;f%%c=2?};3ZJRYFUL#w zmv9OAn9=(!uCrm#+7juP>X)U`;m$s_zkfvu+jw{U{3QNRE3_9PZvVx9u*Q(fmpGQ) zTG8#-9S@Jyi{b(45RjRJ^(Nd@h%z#dVZYSJT$JWGLu?T4pCNKVF1%ayLx!_ZK3)su zCtmHVb#mrt%T_Q|t|b=Ovf%cU-*KS;FiT3F)Rnu0ATgRt?B{2$(_fiZ;xIc8pMP0V zeV(gJKbHw`_9eMWGNeMOBE_u^04?bTeJsaKcfF6bDm}bQ0%9l9aJ#?1cL8$my(;Xo zH1k)xVLiI=^gymARaUZA^|(T3lr`e-jGjNJNQpblSuO zf#?kU=lHq{5|D$Nd*mXK_t3oP72x7eps-!t?T;n7!x=XTDVRLzQ_Vlr9j4}7x=%4#=b38TYsM|RadX$tjKiD)#S-(lY9blpBU^dGM(YY=BBWIE65~@ zTt=fIg||gq2NUr&H%~HJvZ_qlm<-+!J#d3`6ltz*$=?sLYwEUh^e|L_mpW~*q}{Di z*M(!EU&Ut(-<%Vy6HK;-)Q0YbtZi?T^K*~!Lr`6_25DEb_t6mPiht=G$F4;d;N^Z9 z95x)hW6=*kzO%2z)q^oL*~HG2Gsp+y+#XN!h};ykh|38E@jxeR5x_^WshA6gx&5k0 z5Z|=QRiCO{Cf5F8cKch{zrbYKNetc0A=t-Zc83>aU?s+nV@C66 zR}?%A=J;JhLPj?8SvxY>LJ$}@`!+wTFgI#CSKa{RwM+fgLw`SG76QGLZFrX5^Yj&X zW7an=tcL~0A(-dO7R?_dBNfx48DI|9S>S1-W&$}h3z&?52Hhqvy*|mrP={YHp6}zA zXT4iSNL-p(x$J=9Wvr7!r5$a*57qO{T>>DyH139tzZsEKa2zp33AHV zT9$qNYk+J6+ke1HU??!}r8VX!DrezinyB)+7xL@=a^r>;#tMFQr;DfZ5S@v-Tz^F| z>G~vh*%zZ zpXs@$iJWQ%XgR0U`<{``$zh-DRYuZR@~LuyG8S{pAb-CIoEO2ek(2iVq7ki8ggRk})?eKuO5qrDuGTP1f+{rA5wVKN=%#&Y7A*Q! z#914HXMyNDAc)%Y)v2s@83zV_xpj~jyCe=ouKhU5O6SCL#oSiO{p2dAjSt!c0;MQ| zEsW>mT-Y0brMsU)!AP?#aPF_F?487Rj$#rJe19NRLZ^WF=~M|)a-E{{2i3gT{^(jz z(`-0OfjM+Mj80_l!=Q=)3Z?SF=>NHr=3^dtnm)I&Ou9}OaM#&g*QMY@4Nwg^v!3!< zh{{$-vCEDfrA%y9lFB>i`=BSG7aKJqfB%RRJ518yMG_!RLPM>anv+@4hT1a)yz> zN{(VhdZao}k%zARk?1b1$@_V}VL}<>_(Z0t9UjX@kc#(ZsPE3qwX}*jlp|jP#V9mZ_K&6E z)M*6XJmIyzyOr6ZzFoQI8;c*Uqo!4WdM;ewcC;;3IEm-oTAUXNF>dK`w4l$d5%nslHCmLdAZf3N$N? zx2D)nj^pF2B-)L@WGo>I!3X*9Zhx0VGSv;>Er;9V>~zuJMMRDGnOUY)d3-rK5vn&{ zN=5gjeo3_5#4!CXN_Def*K5`iZ)+huF&%|JdSLkH0Uy2qxi+*btj6bRU|Sr%)=`V< zizuL-$t$q>pok^NSY+KCWp$AG+M@dhV24O*B$HlfLrTIIDw`Hb1OC8j@P9BCOozNL zUE!Y&8|Ppit3{mzPGh8;VeZMB)tO;p$E;X@o#>MvD(o3K>?7&tqHMThomjoYwTv;( z!-DRl;KfHZe9Z&nV`Lu&9u(&2cnou6*)1beJ$KFot$h!xX)GgYrUHeHs~XI~&97b4 zQqM0Un&h6=kMdc-Q2Gq`+kb5}_7{wuK33_HdP3fEF5`UHp?mGg=y%GU) z>sez^!|y>(hQ^9zLYj~O+{ybhV^5BpZ@H!}Umg5o7m(-ICR9PAev$eB5>)i<9)pqG zcj>=tHeDJ%=HC(j8o&HnQ5(uZk`2*~eT6=>TYp@dI+Qs$PU)FLQ z9FrYjwo%%YHA$kXX@8`{gUBbpwOn5_)MF2DUV)iv1*lU?^gW7I8svBAeajG_RR*w0 z10AOp_|VLM0du??dI=EencTmJmr}dh>JOhe+WI_wG$I&uv$GQbk6zAP-G|@=ci8X4+*yUwZ*& z*)tm5XzvUe0~9vIr0BlH%b<#{&)wd71DDx=d8pRW%{!7(fH64a`}E zJM(EuJsxkrJ(DPn3>6-PY4oTg=dwqkeTbTi2QD6pY=5rm#bvd>qUi^LHX9p|jrg7i zw4X}1obrRg99B#aj7OEtxc-p=YjBP*KV$cc>lS1BI2{p@c`K&?h9QTIqrerLLlB}Y zZydiJ5rV`mJh~Rv-N6?Vj8cHsWbmoD94-w!A1*GuRTUVldZ9!dn_V>yo_MCkiNk#o zE1$!glz&j}s1Gh5{zxp(m@TG-Qh91d~cQ#&68))G-58+`;;?V(!@s@cR zgfUZs8BONTTj1i0gASM|$GFw=T&t6td5k)KI)CfUkz{Z0Z%PJLmP@77HKp5(QAGB_D$LD;KUOe|1hc zT??)E=%1RAS-7M{dQyE1`s1A(m>x>F%-2OoY`0Q{{qknu@Q1S%UmKbe`0Y5VC? zc1}@z&y}%F>A*a$)XE%I_07d}Wx-Q8-GAPe$=B{FdxuLU(k)+siXer|My6>+pJ$R$ zN8vZdaaq`yJdSFH-4H|H?&iNM45qT%c>J^sfimIIzTsg8KK*}qQA4I_MB z+gI%j9uh=SrUQz9DG(fnYJWN~aM?LDjyREM%b{zwN{9Hp3+7*RzP-tR^$mql*KF+$ z$Hl5YNy_V~!GCX4BIG*l`9C+w6wQ<2V{dsM^y(!eKoSW#MgyGonnl<;@(=CDmUidh%+M}!0g^y=E%W=&x?-G7(5%?-m7J?>v5 zMHjusRgkl{=Ov2+U=U;ZPWzIK)t3xdJKd(8BsZDJ+|2dJrgtp3E_Y0X-sjk_QqbPf z?w@NUP{dkauxfxCA%O2be00fY^7a^9xSMJ?CEkFhN6C)uV{I;=p`PuAS;_K=Imj!NeEkB2+3Ct2lK`R}0L*W_ z+|fpy41YbL_ApS{DDO~!(y#1vYIJ*K0AEx=@>lLD#YOWwCoStDsHD_xqLhPh?ah~y zF2k4EPujqC;q<=ISbTWoeU(up1;nH3Ggm1J#;Sh-LtW!ZA@LdL=eJI~zP6Nqu-j>* zVvYzQ@UXv)@7L1=nC3snjXD%$`efp-;P=(VXn)4~hl+)M<`tN1I(r&PxKOn0UPH z>L6LV-UlP!3Wc2K%7+LpkjlzFp%gdKorNdxcN;c`B zNPmnb=*7ggaG*|FUI#JvAhvMVKeo~>A+MsDe{M5xtPh56K!A|_`JQipKtoc9a%;pR zTg+-d)F#6)Aby$H5E~^|9T%Ji=I97qw>d*U*-7LX@P9?jUW@RQ90lBeXRSB?_ZL1#O9|=@KjX0@ z)#||gkY5_xt%@53WIh1Iu^sRx;!x>CU)|{%`0@|~N|p{n#QPKuWov_#WB`xXhRg}) zMC@qi)AYm0$Mm2GR}2kmT@lSb?Ak>@y4vF_5bEBdO2P`R7`|yJImC>t|M#~y;(xSy zI3J&0bkZUn*vxVLBm~Jr)_H=r+D^8PpY7VVwaFE3IoYw`{%zudK6%M7*v&y7NdHVDDYH8wE3ip^rTUCTV+k!{u z(v9gdq#JWD_Q^_!%Q>u=>Nm?+LAY&WMHW0r;)msU@02FLGVtgO`~1D)RTZb&DLF^0OQv(k>DS)aXHJFIIv&F4XfCLjkG7BmwN4@I( zeJKlR%dniW(M|s?Zw@w=)DAOgEQY!x|yCpgS92 zW0w&G8zQ$NpBr&8mwr1NBDb~B8}cug|DGEcwZ0q{7?+aJ8yJ-as-n?tVHA&hy1-paZcqC-yHnI zzx&AtJ$X?3oLMi2_#H4YxpBhL}4`o>djyj6+4BM$NxQW=EA3`pFg(X|7XWj;P)_hu2#k8?%1{4I$X+ zsqPLWsWE)dhGzO;%|2M?d18Q`1gtN85CtRsto3y+U}y1#?M}2t}cNX4w$zTQEADX)E^|{OfTA+P%B=~Ex4`~F6|^@iglB| zQ^a)XQer#zunqO@)S$A9MSAPW2&2AdQnbo%+?on9zsRS}}{>X=jCs|0_IzZDfR3KM=wS@jR=;gApm zAT?haf7o`f>cJ4?(>%0}L`I3HA&ipDrlfM}7ASK>h zsMq*wLrfp3ulZaI9|@m0`h{DR*VY~9-MGli&*j-tZ_xvazEGDa7{82=LexL~DsCLI7yrs{iJS9OX{p`yqLLqT?e+wj(an%*7B?Jyb=!398W*(b# zMYWE(ib>8D<^K{Y_JqLNEmeg{PKRLx^j|GUxJX?b$sI`LW>pbTc~O@L!pG-A!r;0X zg@S()bK_$>?o?ZUS(8PzIAq)>y)^CJ=-^u|?~B`8Pe!vZ#UIQsC%4Yyo(M%Hk-eDF znC+O4Sv_0tKUrr|BI@e*^lcNJUVYRvZ1#*ehp^)Q>=~s_t^%k&kM1N-U?gdcf^>b5 zOhkbO2ei*3nLvMC&m&QkD-a-SzFIjf%2$8$1{M@cKm<=wf3|KjG3=1YH;wbXOVqp` zh-AsaB#m+p{E@ZUnmoW6t{0v$Y$C_^F+8J1PoUt_P`{Df`FPvsEH zr5%p-S354{+*sTB);@RBEr}tTe-@%F74pgz;tvS=^os2l+v6B;$$-GY+?RF8JFqiJ zmBC$W=HFMe|8`fZ$j+SQQ3v$HVFrJ%B({e7ZsusiH*g9}<#+uv*>}#B!%jh#zg>%7 zKsrO!{M9n~FW|B6O4uiEqk-?FxT??SO){ zx#iwmMywNVH-C7J`Q~j-y*+Lm>e?QjuAD}pHbP}aL)Az;jf;FMiQLB7mngEUP68|8 zBP9c-Nvf{)jC6@*O{)tiW>VhG40Ub|SajBn5bl=z`*GZh^?z_NCPA7RG}z~o>Q0WO zu7eYRXj z+rq<4HQVwv{0AnVJtAMWdMeU_m04}pw4y}g&~U`^GJUnMYO>!$5Fy|f;9e*X9qy@Y z3w+cbNFp^k02v>J%Xj_z4!aD&<9qk+wEvZ*O9%Ee0-onwC$2Jdyo4<$Qy(l{mxm!AZcza7~ z5y+pxtcB}+pmaa*!sk9UxsnV4K>pJ@p>6SNmFnstJDXAY-oLPEcigj$Rhll>nnU!~ zinjNNG67^}_uVFDDQSN~5JR2jTX*3z2^!5Rp)=1x7OaL)>GUGQ({O1v8oU7=fRt1` zBDbr;pKkz4$||zxfZN=4?Zd`4MYcTZNJD{n-o*DRZGPVz)FdPba~=bB~yS4 z-WGgRru7|=o`@U{h!edA(Gp1a3zcp0AN?_@%&Y?U5Mgs#mawYB;CkcTD}7eCH&vWo z2rE5xM-HzfvdsgB@KRZ3yS+ufx_~1KI~Pr`1Dj`v_YZ%w@{*WSX=RXsGH2K>#^*;| z(8{iH z0h9NC3tOsd3YTjwdx=LLfkDrKJoS3%44I6atQ;4f{%!k=Fvgmjm)-QZ%&(n@0KVTe zKK(8*L>&PYy44bVfll3tZxv!_=l`fCt?vfL<2|@5FYCsN_xF~gWK9sng2to-h!rpW zQB3WcM{MME5r_jq*>)p1oA<1|4L7NX$D4Kx{HWi*N6IZPf+{MSkUB~r{PHZM?R@K)vsg$O!G`Mu zl3qO1;BP;_D?8}F-Z?!Ea;a1ripvk;!(TPJF1DNV73D?^%>5>KokKV$;_QDEN7l9gcBlx92@ z4P9Bi{0rsVu#;g{RP|zMhR31bl6og2gbuPPEgW7y9E5ZVHC`z&Abs)YAIFWWuWv<# zwYNy$UH-dkfLuwt(5M!Ee)d@MqRVmp0uO%=NI0@DOvNKjam=f?1|wu(qP!gUmfRQ= zOD#92YVPlAG(W8;CyS)3A%D=Qa9cxNNG|gej}fvA9JvG9jafQWwRVd!r1+ZC_B2U# z=yDo03zs5KbwOaEA)2L1MbJXIamrNCNLC;HzIkXBDk7|ZolyR69k$@X9o{PrE)#!a zL}*KdZE|#T&RAS8M~QYpK&hp#1!iwzVg~piu=l>No?0uDhut2ej#CGjiTmv<9{a+j z!2#OsnDO(*LFA@sWa02Y9z^YShSFz+@!Vi=S8~8gV}h}-`j!>DdIwAUy~P=;2C*Y& zGib4#N$)dceMu2I-BQ0Bx7RGEmo$If0u2rjLQD8n@#i_7T}HWaPX@g1P7r(RJHw~G zjKQa$N^t?bJb+$G9f_=KL-qvGBsuo0ZBqd51`mt-TSXyQ@xQG=c&mMuo)0=D@9g6Y z(<^@f_mW>^$o5b2UJ6KBoD4>csk85xYfeim=IZPGd0&?#Cj-Iz%98A>^{s!}9pz7* ztoa9H!h@uY;ui8J2?e!7DSJV#&j%*(;PnI#((}sIY-lC(QoZc$%N3jeZsmCQT}&YV zL^K!0%AQDNpu_|E`gXx3k&tG{%B{srQ5M#GFrW~zoO{MPWV9FbRW`!v3fr?O&5P^{ zv&J9*aM|oMX|^Mp&y4toTg88&Zv}uim`*Jn(gAQq-|cnDl0sT$e&sLuzM_^^@`Rab z)5>hBmGDqLgN8FatUE4#e!uS59$AfHb<~j%hu`i~ZY+YdFm}9}9 zGj{h%?hYeQyi8Wo0^V-l@@r?c((~Rku&1hL&XQ5uT>9&I(j>!9c(exercNtWHb=#) zr|^(53B9+|JjFTA36Z(cfj%-MVxNC9MT9Xfo~|5O%yK_hpL{byyu=h3`|C?=6F=9o zL&9}B|K6dRp8U-!T)ThpaPuI)5BY-=>c;+P2n{oty%W+_N znJ63>61o(#m=%6FTn)eEBHH@^iM_{FlDMjyhSjIu#$C}k#2`c-ToT|5LJAY9B(|JK z|E^&;R#U&w|8jLP`x{pg@M~3I99f38^YL8xk?z$4MCWi#wF!R&5tGnO2CwdahoE9( z^0|K$@nu}%Wk+T??1nPdEN|&xEFQ%I3GhAroLD7iIy;QmEOH>0lCR(v1)U&1NIghb zw4e>%tmC%}X9y1Z(n3JM42cpC*wb^~`HDore%k`;>`{qa#y;J`4z;R3(cqGd$NDoZ z%cq(K>)i=60<-4$ z7l=fMzVuu+Zjc)5D`{qE`4At_%7VfKA|FEz?FhGa3_(YPwFJ+^u$A}{5Dcg~J(f*g z1)tcQ;4YIB2ABZ8IxwczpDf|Eo@a@?FU^{}f`?js|3QD?LiPR61vFp~kGp2iA8u5c z{=FdkKzf?x6l+UH9;BIAhG?bEqp5Scs-5v4<{%SD>Ty*ncLRa(0y+ffOZY=>yiCam zBgD}>vKXg6Np$3PN@nij;@DPwVDq#WlPQ`IDO_X5!>Q?n${v)(qiTav_6fMGs$_7a zT+m8x!7G0iJ2nEJjOAZo)H4Ph=$4~hoHj#rbWRm|oP6_hjS{=$N$0+frcDnjwy|R| zu#O|%9^nHnOYh6#h~^{Yh&Qe^gHoCE8HOSjRr=KS-oZ>Z+Kn9B9+1`_t7=?B5LSIj zGB$N2W}6xkkLxN*2gjF?=3dx#n^O~;;Z$m3&ZU2_+JEOf59Nq6U8ldeqs(KW`Ky8) zUhzk8;NQnO9$e4(2=nmaUk3%BWWMATfTX~gv_Sl%$}MhA&)NNww!Q`1UzAnmko?Xh zg!JOnNyWO8Tx~r(_K7{2!9_;=Y*mY1cr^7D&&MgX5wl z@C$#>M$$h=^Ix5z{V% z5)e%mYOFWRUPlZjfe~i zYx0KqyUx|jaNTS@Ut>ZYdPL8_muY5AMU;Pf^9F0m%%a=yrSrX3u8CphyzvXkV#LTL zR&kt$^m%`d$XZVYAFZfw5;8d94E9Z)J(Br#i#D^+)$m>&t$j-->VqK>yC^$CMqxh( zeLU@;hrFn`@&&PS?M?+MX$s<;<2x;pND|}%`c~FG4AV}B1Mf-~0i5$TJ0iPYG-FHoJs*(Yn*gB@6?qnZLo zXEl@M7$flwX8hfPT`zS>>c!&Hd--Cn(}?nI;|Urjr3iz;$d9Wg3_@AVa$;_gbTMV; z_io6~-rs1L@BhCkREe(;s8sA$_?@LiKA{o0vdnilND`D zHp{#1r;J_TGVPY_*XmW$u6<$d*Ee*J2F8l!vL5sYl3%`|HQkx=_*3%;u!wwv_Mv84#C-#gu=Bn`#8^k||L?=ugtCI=@4|?0)B}7%^l=+l1HMP#Msj zA*T9JqMoJ{D8~D-e9p)19`ns;<@+V!)whfsPjvp_Pz|3_|5qa&kf%zFZ-s=YDJg|a4ZY;Cugr7@dX1)GK}ezK4!W=K~bc{P2xaR+5T z#Do}n&l-=VU!b9UmA9Ndv@&2z-a(W&JprE2vRML4rNv3EBAuHKeA?uFvTL6)=OHln zSt=AMY=*^o6kN99$mV|lvYgm?5Bu~ET3gRSOp>O29ZFDz_G`JmBo${HGvC?>6FFZ{ z#S~wCLtW+&swoJeI&#a1L<#>7j|C|omj$2nT1h2vn+yCDIaUyT{Vgq@lFmKc6joA~AHzcK9nv#88QT z?^{nglF>LMA5^O8T*`dYOkLu{5kVaG^k-Ojnx*}lvU%>3}ubEpm#2=t2PSd?VA?(%k?I zuCH%;sTM00A3GJYFLp>20kF}V#QOifNX{1lEjR6o z7yje>h6%1=k=7*4a;sBj?zVMTt*Ms0(HiSzp){SO-iX$c8|4s?zfg&sS))m2 zJAW~5vbr{cUUTobgF!qWx9?UJVyI?T;XE9Q+f{}DAgG~CJM0Va)+{t&E~VM;PoP^( z(U?uK{ZN162I#t~x;76jr8xOm!zqog{uYDkFHx1DOFw^yfEAGEm2aNs;sJ`n?>Baw zu;Wpam)BIAM9)&t?8q<`IAJq%_ycqClC~O@gVUKovB&D3!`aCxDN|d7TwsszTY99L z3!o-c{~Vl?B>Brpw+9iMJg7K4W^yUUnyt}$L z8!qlW=h+gt_#IY#AG_qJ(A2LFWIJs7;$gjNXs`JRy!o(XGq1uD*9Q^yF6D?Fx4*_KvZpGtXb4wOX8^|4Dw#L8{ z0quWigG)(ui#YXvvl#xZhUuew;G-t(lx*gLwv=W`Lu88~&2eWgqZvYp#eH%XDe>bmB6>s%sws(xqD0tH@!(ytoMi26NBxN(dfnUc z_*o+-DC07b+BewHK#>zV*f|dQ|G02D_~L(JNM8%N1BnBcmKfm?@ey_1fpEVen#uNK zA7S2DF3;j)b0(O@vUmB4wO=HMm5hb8u!))GZv_))U*dGx5Z>?M$pE#>9MLV`AIR z#J25BFu_DOzkA>JtNQ-ywfC;>u3hI;_c^P3FKcv-&@@UP+JY!KGhiqZjjX(^m0~5v zTk{`2iLW>4-~w;GxrW4D6;KI<8CBk9Z>uvS#4lk862O&;J3Xh95KNPjs zEs&|OF|{*Nq_k&`^73ZIPi81#8<8wl5%!$c+@gI#!Kq&ed?1qiX^vyakLA9an+vWL zjG4#A11q`LJe}3u%27d@jfI2OPcDtfzOd9ooELkzdc?5(x5o4l_{Q{8f(aqivJg9C zytAfSccy6Y5BFxFvD~lf7czpLJYwED*FaHNiqp;sOcD#S@3w4WbiJ`uB9KCoH|eUM z8Y-^heX_R8kP&pE%&^lmKT~`pNE<$vIVTd1jdN3L@82MJPgeam#D2}UJ9ME5;bT`b zoLdX)XV9Wha;+la*0viup`BKNiTs2jNDWqa80)_Ckkejwe(1>$0xK-wVU#pZv;%6t zl$m7Hp>>W?loZ?wY&dfp4=8k#tu&3!A^mPP+cy0Y6B+utJDSUjvS%lOy|z+gH9~1s z*|`!8ayx&!R_sX{^wg;A)lhZ=7rp*fnY0B_>(l%ofKCx(<+e--oplj7y3o5zuJn8J zuq)C=v-}(-gB2R`E{9Tun7rWK=pDF598=^SsZ^%*I(CkR~A4?c-}qVPnP zx-EF$P64eBp8hcJPF_ydzbYmv&-F}|r6{ueby*5Kq`Shiue+#^;be;=wMrffdFecB=~ zbFWn(1i~j7edx#$R;}{yx;UU}hwj@jY`27&$|Y34L#Pecp#Y$7~Am5PcvG3*%zSgJP?Yrki}GU zKGuXyg0m^sl#(NgUi2=GXrwKN-t>=}&D6Aqu_62RFvZ>{q~uIni(MohJH1=egBE!w8bd;AFO;&_3xl zwc-(C#9;<(ddory7fcW{Bq*X)53-`;?sUm~xK`c1nz~X-53Kc<-1mC< zgOinK^@2Xw$fpT=(8C*)XG+`DTH@Q@22%9yrv|n@vL1Nb)Jq$+WX8UXu?^Xr_W{O2CQ5HYN5>e3^e_w^wYmCHaQQE5Yh-k@(v9T|4M$RqfLwpEGpe}md*)B*xwRJyw&Q;&r8L3e zR4p_)dRu=3otD$>pD9Mtwf_*Ur+gJkw_%WgTD@hL&30lv#$s30Gdh+mVf+JlRxO3% zEzU?D{1Ccl|MmB=iZWHYxD$<}n*oDnt9SC6g5&l5vitcEcSn^%;G$Q93@Rm}T zXj=KHc$Xyxo2FKT@cw zIAL(Y-cciWsEve0WO69UZ$cSpoZ>1<*07cRPy&c>D&AZxg?t#*rVg(nb5M=Bd?oFS zN2DU*K;fG%pEBLDz^0GDd^cjH2FOt>#mmTiIQ9_y=o8ceh8@gp?AJbhGO{p;G(0^l zzAPlO^Q5L{{q(cJ3hwBn4u{oiZ~5K#R;!Ss?z)uU2#^3isU?uenE4Lf1Ku5HC%dXicbp?*b|R869+rgZXM;B z$YR)bQ#sI!K!~>Rwu!Vcm*!8lfa z0*xx$p+fcRWMnjzxL#Jp`)K!c)(6D|S2v#HeobH&`9&E53Lx9(Lf3wW_DfYE{gC-p*7^g_e%){gY!x#auKGg*Ve z#cneWe{H&4ca1t2WzZ_GLJxbxP|08vDK>(#w{#d>f#KQ6IJA7xxl;JSuFLlFi{wmJ zY`nccxN~;U7I=umB1eX3f)H9zWw}v(T3JgDjbl$H-$DuPR)8E50#8^+H>T98IS~57 zMVN7+L!(^9ATP~5;d#raGnlL)No?ClmE=d9Bx1tPS8#H37&|}b6XBxkuY>&^&wio& z!5DUIBRd0U(tApwMXZg<2Y<}EFk&e7 z$?KBA|Bm>UA0VljG&;!MXZL1~h695MKW}qoHg74ZiAzH4gt9Dku0G&T>$)X{gxqZ8 zX1i(Q#qw1lUOdYQ5Zy1$iO>$L%1***g#q2d9R57`PfVhI_n%=-!2(;gd66r% z%SzEuAeN|S6Ply4y!Z$+i=8vq1nD2H26f(Zjx}EdcVqs}EAH7hV+wiz4Ajrid_!0} zrl<4A7d$zoM{kSJex)wOJ$dx`v|y+_HXW#_Ri?pb!Od78fTJ}3p=p|eSr@2#7EPl^ zpyd7;WVCGdlgzXWBBPS9Y!f)2h?RTx>l9jn14BGqiG&n>;2TVw9a+ZD_wiQvYlWNS zoZu>#L#^D3t~?wKar;4BcfKlGvOX|z@HE!hd^YmQMm?#)mG(Fd(J*vA=zckERG&~W zC5&eVe%re>XKED{bxRWZ(z~(5=Cp7~t?t)&^&DKc4JP&}|kqu>x9hQ51^Q92cbR+zS-)4N=3z|9fpBDjh75SRIU&BYl zh?Yn^5Kp;eYv2JJ#1%k9k)4njh$UpQ%yQ7(9S)F8)p;pdnM%`}~INqyx7$ zN6422gDEg@k)&;-kBe{rDrKP0d!&(%0%3$=D!w&mFR>@GM11%$iu0K7{rDp&-;RWV zhTw4XuT}lu{Lin7#tKosE#^bP#b+y1o?f(4;1aiV-|EZ880F51BSPuYu}=+Spi|ES78=PUUi+*t2;9e0uR{f|-6`{B3AkC1XQV zF;s7CQw|iVTPLtE|nz%1b~vv1oITXc6?jlBT? zD(vGQ<1D~D@^bH$Qthj;yb&(jF!sMW+g!&eXEVY=W0z|zIpzyqj5)b?#cL}>G2TW3b#InM{#c=3VNh>qycSDY!b1NxcpNW$psv>CU} z4-gnZo&&j_FQ0P>e$0>52HTp-qA;|CXIeTcW|HSkc@!x>`T`_uNcI`((%&}f)Xj63 z(2lsQe!L`NW0rryhKedkvX^k~`EDACRl$c{I^R1|RyCTxcB`Q9$RFanXsmv-3k9eR z?ftPWBb1F%N(R$Lm_tI2s`CW2S5T`z4+qdte4u-e)*>UtvMqvC26%WBr6^X%87IbK z=}3D&b_5>n=ujt_u+W`stCGkQh|*jN6(4|Y{i5)efpWWU0y&Dtj}eEBQKyOAZ`}EH^$!>*&>INvTrs(?Lqz?7~YC&q0Y_Ab_?8VCvCBa z6nV+;P>X0EPs4F=&L<8a!TuhkkbDv=`tyKjU!N$gCIhEfld!i7oLqZ6N}CyI!dwUp z4*y}z`x8=))%}$_!lnH>W0aQGjYXo_Ckb|+QqwlMq>tj9_ul==(_5GGW-~85?#+r) z)9Wu(nPc@I(DCM^2Cl0SHeed~qE0J%5sgRlk5S%vb-yBk)Hy$jehTmT^@SYTD z$Rah1Jbi+s-)+(SlH}E=4Bl_mIN}>9%B<+ZkJn7C-LJQaJvtm(>5VHfu%`=M9c=7w zi$UQ#T?n6~E^Sn@n^k1wuJi`XfEzWJ7{w(0Qu~S-wIg9n&Z1H%UotWw@`Rxe_Z2Hj zFLD;FOlhze`E>j#8j6vf;*P1oM&@)cuX{(CgEA*h^3hf9&j=se>31ZAFv9j#M z=55zvG}EG6p?sR+IGXkF0#7Y+r&4zgJ1&($XgN-&qK?9q2E?t zsL{^xbNNM|^Ou17K{XncHTj$;^W!tlrsn0s4olNTEVcedNz;4!Z;yL7Z7|Vkc+r?4 z@1#IRo!XC|F{EseE7=}x>JM)G7|FxtO>#z^kev+0O_rHYO20crCf5}|hQ6e$M!I1- zEWRgeV|r?6DW&+W07=f3otw~Ed4CaD+q5$CDkm-z@dis78x}-vH1p0Oc){iKxZ+0O zy&W-Sg}aZqBgEuz$7zpObZ+vG(4v_DPJKx=Y$XqV^Ro(6X$9?#v_#TKHBrt$*6}1*%q1J*9*?LrPR|HyOSAG8Z{ zmlbQ@gc5Rc{`qsRdLn$^CZ&B;k1207dc7NMY-QG8L9^Wb0(ENDq>s>bZv)To-KQ}& zsm?+)og{7mvwyi}Ei#zg*?r_T;I9|&%sN7s!TpXC?TLfI9KmYcMoPN^6qrhPZ=d%E z*ZRIXbxfau0Wkhg8v|Q+22h&#qU1as%)HM7>aak3eNs3j6pV00z%lYFzi(mC29xJ( z80zVe9B>Z?3!MT(8VmT~>J$#c!Fe2}rDY+d*$ec;k1?KjtWixl>tNv|@6YegXGeGe z!L!=(4ti}E_(En3;vVaI`X|stkaI)SO*-TZvJKTB0l_yD$ZqJVU{dA#N@YW8hV#jT z^C;Rb2I!ZKRvzp}T7E#=A2Y3SdKy$RH&?5537sLdHKxVjh&euqseIk{N&T(P!Cf4f zVnB4yG8>kb{p}<2a}#gWk7Z`gh-PaWe&BrdpA-B9j1il$l7a7BE2I)c@8zzCp^Vm+ z5(}-81JFhumm~}KyiRl@?)cDWn-4J#%AQsFUbEXJ)QRqnfk%^_=7#dz;vs1h!1mWs z%LSMY0VB_h0c2$Lf$mz(K;%o?Lg&gm91qF5Ie)lutmaJx}yfbFYwtuOCxa z{gC*X^K78+kErm3T|ph_0;SqwN&jxkN^*G5ARtQcl;q#umSU36E?vwTx#F3>3$%Sv zt@JEcGZ<8o%JhC5ZZ~{_@jp^na#%JYWk0j49+0MxrIa;v@j6pyF8&GUt^1Jl{^m(L zmwpz-<0Is5=ZjK5Ms#r9^Vn-=jgnVvWNde~XOzpxolRS#o5?am*{3vo@oASn@@(}O zxB@B`goZ50NF6qwXs2cww_U2uz>7PU*fgETZE8k2gA8VmsG+)Oe3#7D^2alf z+=e%PSv_AuOUzkU|D-i>E;kt$$;+fMPgUXL>A>);yl)BB%Tnpe`6o1^sEtLC*{kB< z0P~8IN|BhQy))eKNfD-68g1MO;s>A5fdm4o&Ii(ALGmvE*+ zA3aX#WlvHJ-^Qiy-pJ|CK0-!MH@nE2y}>y2)SnTw-hYiQPL%RkS)Jo}==o1D5xE@% zp+@C8aiCl%SyBM;{^5jVl9L;5^T;nq2ZxH{CaJDk{HO{JJjzZB+MX!6+DSvBZa}vK zwjT%0>(N-4pTwhYX= z6CVLHSPv!vc56;vo-UsqqjG0{on26gnitg~OTx562PnG;Fu* zmRyADb(i5HyHTtUzDNrRhjmVX{UXQKpe%}eWsQ_nfh002B z3pHhxYBIxA_=@#9==GYGx2jac_pCZ$`Uy5CnL-WZ+B)Rqi$*Q;{gsNEg=S)>LGb2mI^lgp*lr6 zP!X=m!-*yp(2i|MldX&()v%YWI)6N67(EZZcKl;h89aTe?0eNVgP6j+RpJgp1M(S z;;9~APkgh{C&Q=o$Iqj8ZMqk);s)A{U>y35AZH_Nr6W-UPRiZA{yR{>Uk6L1=BC13 zk*G`zg=&uxas~4Y@Lal3G}?v#`yTe+@=@^Gc~CgUuqFQ&2d+KuQf>4|D^=>AYi(_V z#?_^hT_bm-mgX_G>ykaF}ERZ9T)3iTb{2Y-;wBZiPE7498;0G?--vxGPpQx z`?<^;98?dJI;0r+3;)QAji>sH$Sli_9uVRs%fe-geLMY`eOl!>EbJ` zQv7cpKB(|JH5V-FUZ_)+i1H3l#X(dvg`eOKbwvJ9K!-$M!6}_vtwsBl3ELb*33Q`+ z?qkSub)6{e@!yhgiHFXyzljr!n1w5&bv~%)KC89AziDf}OcTCXMw;g}Vk_Bs$t0k$ zP!kd&u19AD4O?@Pzy>^xszpe7p|i){3$mVK@k2t=J2>VbxZq!QJr~aXUXymhaQKrE zX2|3<3nW6d8Ly_N6m0G{zY3S72wAaTBR;5nTbV`%qG}sblwj3A6%d}PPyV6I_*VYy zE=H73^<76FE1YdU+!MjlIHAB6C6Wg2JIz?^fj0nwy1|pePkUH$A(<>V)^+Wm%ANOX zx$4~m0|_xX45@5rvt$5;B#>)8<`cUj8OXGVfup|+W~R4@oa);7FA}x{w|lU$e9I>q z=!>@5XS>x1TEJVs0}N9(jtsP?@s<(`vAy1=+C%G!7;jP?$GMfsSO-mYT@Ag{3NNEy zHFY7y9br%{qv$#LNj$4yC}W4j58$^9`VXulciDS*>)oy&z-2Q^e;r?Sdl>hJBL31V z1kOuFNAs+8@uEBY(UIlo&~W@&sNrD)z2WD3Wb}<)4~8=aYnDwQ0d04+H!B8knd|fI zoxarEJQ9K@MS-^F_AXEJX>lL$hMf(^TRup=KgkkMM2Nf^VBrXTV%N}=0BNm%6rp+0 zuRzPQ(6;pJN&&ShO1-F;StJSXql?_B>fuId8BFxqub^tjfBnKNes4o#f zNXW*@iohaed!mw7@F^Jx@&8q=2W|U!xfuuo~MezCKo{ zct}V*gw~G!|HSZ2zHOxGCE27K^`aY@%j%>dGJc=Ayj~N&Qr5K8)EvQ0botE)pX^XX zQ0Y))=J?$s_HSa1!9hr&-OiBlDF^2oWyMphrjDAVeba3mLiwEHkCjbpl7%>ppb^&s zmqg&GdhAN9Vj7I5dLsEh9)3azXvr|NUs1W$)>sbKGLi?n3Q8J+yjvE(4&q8(Vin_Z zO$p7cxihUS$rBR@%(&tu6w;_2k*DTLzH@OlqX}XEqSm=KYfH;SS|TX%sG^Q@IPUzl zn_NzsO?eIF4K|i^N{z-& zW(vQUK!J;dd+K48b&9mYOFx@jP2n=q7dAVT-L7QM{yP{Uin7XP`e8Ra68l1yXq*~o zYX)yya%#f~TMdbrOk9qPtVD$YzxQpXptGql_qjym%0On88h}A@ig_XNAizkP!)_*n zQC!BrJV(1$FC#-DL&vz)Z>muR#hrwedZePgiNFzAMIWWzkjNE+J)Go$uaJJZ`pxrH zlxY(DOrcOkMrs6&LcLHRMv`I6g!Bhc6>Oef6KP;Dp=XxES_p5VPA8Me2B*Ads>+`4 z0x;Tfdl%2sx;aDt-b1g4Cs`{rOY?-TrUGA4_e$u zH`-#!tbAvukghn5B{5;o5OyyNn3>*TwwZj~dw6JlJXR9fgTI;@JaY3`7q$Zi_~db*&C^kgYWH@>J;F3BtauSOH89UY%{2O>4A@#z4~B>o>4JD)ugpTN-+H6rx5 zt~hA~9MM>I-uxNs51Q#!ULl}s@%>hc7Af#1#j0#{Vd3}f!?Xf(%4j}i}#9Hh-1Ysw_)R#yY` z8Kv^Dm@3O#c0}aa`HBwBcqUSh{bo3A(tvNbqo)U^e1^=HH=y*JGIOAArirgZ>a0E6 z>Ni+bBfozy&fKq8Oz-sr zh7toh@hPUTHqycgJUrptk-d8ncQS=)gw-&b^{6+Cf;~6)3Wy{{?bmp`4v8F$X zpkmmesWXoWt6%Pqy|aL<pDP2IeM9R^zF>mZu$o5x zn}Gui)~BkG@0V6Rd%{#FK?fF8Tz2m|5$!yo%D1(fP96aRZjpE3Vv{dcU!u=JsSrZL zDGXh5cYc-}-ya_)+^Foxn`^jiv~pK5Wwo&}3m>^okvxEK)~u@S`um2j!mHn%_uAXK zQQYf6(Qn00`Q(gjW?U%H-i9|av*pSC;BSaC@CssuZH3WR%RIs=U8Um{<(N#`yCH8QfdBRbTxYCm zzSsBTXb(9zfKR}FU{RM?Di&)PD!0%wqB;d`2ai`8i70wIG#0qr~@%e*A5q9Mwn8_@X-3x91+IVp5=OHMN$Gm=fcDe98 zvKGNI+F11a%$)E2-Ou&FUig()XPZ~YuR|(yk~!PdBTFi`)rRN{(kaDDQU7nR*~evP zY>&^P*3-M@qNk40I80Ha);S?9`wX)|d2Ly$Ide3yjrmNzew?M2i zc@MGw+dg>-QI|AdA-tY~MV?KpDW^P!(0(biFong?^vQut|>B|ikUdO zq&ppAMQo9wM<9j8c@IhlJ9Kf#;Yri<0NKHXotVa+@6M zV}j7v_~biOM`Ih{GEn7G7Nzr;oK_Fzw!GLtcUCeiNcx(@hQ*0=_saVeR&3oBnY<1| z+jF1ocZ%Q2la}L1C00)6Q#0=4@w^oiF{ma3Y5hrWUcj94iA1(YM#OQ$XFkdmO|V4B&Kyo|%j>Raxf z8r>yI=$hP~?=ty1td!v6swx#lP?6OQLBk2WuokFFjXFIDR7Zo9E*mX8MmDE+Y@4bg zojdcL%|^IGpx}Tb>f}`>Pz6vXcLZnLa1ocjQ|%`WIK7a$INLYIKCd7?Z+2fdO}{uu zKVz2cF=eTt40siYsYL8tzvLiwWK-;jH1WMGL@GN6=7Rl~u;srEoV4|3sVTgYztUxI z4OnT#yTvMJZ6`D3{2D(fLJo$m|42_x=FR@AF~)3qB3Jl%(jwa&s&fRS5Su}aB?kV@ z1mt(gNQSi(YiccuIjUgIVg1w*?O?N-M3ci_opP>{mZ6p6nfpmC6d9SrS?fG4to@J7 zXUN#^k2XJLFe|PA?a{Zrf^hUmza9lt=Tnf0eh8hUa-1@U9=e_iECFDqzKOrI)V3Ri z3;XK{Z3^JOxk=Q=a1#c~3r42%y8Y|#fR>KT#nGI#o8v>SvzkuiE*FUUw}nSR`|{q8JZ9k(~paJ1s+0t;OaG-LGM!hl5Ya#Yg1 zbyK<-5^VTLM!hwoGlrP!YrTVZqIgc%3ZRZz{v`5~*hyKiDm2jMxq zr6w0)0bd(ZHyQ$iPh*|-!!&l*%Oq-XMPlsFW~53|v>#y?FDm+~zX?VcPl6g_ z+Ti|dP<8Zc8p%!2F`AYAJj$m}#9-BvrRHqylNV*-2_6iPDz39`6g_dvSxUWT?>Bz1 zBQB-NcZn|ZIHY1?7R!^ER~u=HG$RAuG{ z#RIj-l)DNoV{&+=a}z$=Uc&oGM6axIp@vb!owtY6>@6zf?~eA@7JM@5ChmJb&e=9u zs%yRQ&__FfLmtJBqkv!c{Kn|`qVWQn-Nn_I5K3C(7u*@l<5ehYAkiUF|247!89l+@ z&asG9xvPTIT#IASd~eG#R|yEl2b5lv0r+fu@HjM;g>OAI+iHi>+l*5=E zCQ7}@%VsE4@x<9flhOQiEu?eOP?m6CW!cfU;oK~M7aS&Pvq4td3B~`2j7xYKxPLiE zUSb7~^vE_K2^}4;a$$r2!9mC>4`q*`&lTrEGh836r|Y6H^=XRFGTTCIz>jnjpgqOG zsInhl#v{bi)*9P_IiC8>O_~<6v^vr>3mXBYWHz{Pmj(|D&lzyIyJ->IO@k-_Bea~v zNxqj4)W~<)4u_geZ;+tUOF9%{+8HI}_)|Q!d_w% z&|DT}uJ^z+wv5~>6Nl{S;5;@okE9a&Z^Y0#HhIvpas{PasMiA3XtFFMRJb_8!524B zm~xV3>OP!Ppgv}4TsMPs$?-yl5iwrU2gMUU*Q9MNVWLx~OTpNJL(lsZic|gp`c@Yh zyew0R3^%2+ja1rNV)0$sTTY>SWF%@)dxVX8O;wcq%DKHQ=72!Q-voou6<~vblp|?1w~U?)b-N|SNnzu zMgF`!g$-(nU?WqL!OYz#%t>L5-RDILv5A-79-x7TI+tx?@eKm|oC}+XyL=2-q4|fb zqB)KgPg@`G>`!L?p_??Pr9Z)bP-qh@xPc|BqtWNmC3*PgU3~;S)A-8n+yu3R2r~}z z2n)ebh;BPS!GUJm&q64{klWKRPuf&eJC8|G<@=eM)KWcz+R4`PIf(G>C{@9oJddaRdo4lDP9o#O8qZCrgv9=0itEro+Z#g!cZ-! zmnKvWi@i7VxENi#1VINF3f0$*_^0x{-5fobtP@+eV3*Q4`Yb6!wl~-<)>EMpd$F@s zyt_5(m@lQZM&NFK%w3%16}%!EORTQam9|3*cXT6!-!j4PwJrkjFmJvuM_UNW1%OP^b8 zyH_GHzF5*xpk5m4>#R%|ln7VZsZM(#GY{U>eC?9A-4iF#N3~grFEqsz#!G-*wD5Ej zZ@1MY#J%hT)c?eR(Ek1HrO@^ThE3MU9?0Gb&>y*I^eSUWcA1IN*yV^VtL^2@)#m^5 z=fslbiBZ%Uh=|f6hE4u_t&!Hj9WA7akz^GbBfr}jM|CN)_M#1GK_!l zTV0q76f)D`cxjcCztUW3sb8mVtJYkUOtwcc_?x>G%$Kd$^1@X~ccL%}29B%Qo*%a9 z+9q5ne+E{Rd@k zx})@XOU}*yj;b*!;IHc`Yt30lGmm(zyQFsk&SJqP(C_h(dCxcbE(2xSN0a^Z11eg9 z9-~qtAoAGHr2ttau|borrfP77PRR>1Jad^lzlE)P`2Md|WV7~@)y3J74AG5YuoNE( zq`O!9Fcj>@MZH?!3S_0Ln->|0Kck^1j_$w3>Q%eiuY9Gtg#O=rl@OQDq11}X1^160 z$N;%13Hk$=dhDVDZ~_zsk#?>+8r8k2bUWEgHw{L#c>URBv=8Aol?1#B>pJeDlBY9) zbn^bODNW;%Z)UU?Nx%Q_X!!Pn|0SlOgT|C8+tm3B63!`ptI%&nz*WT=pV?l7$!H%z zbOeB0Z>VH&hYnM@tPLbPJ1HI~?ey*3?11aOik?phN14>wk5T3;GLM`Hz3~e<*lt=} zy)o!csE6_=ykR$lwi=&Nd9Ptdh|v!*Q6q_bD7i5Gs|!qHJYB$N~b3Ks9^+_YO(b$qoSmGC7T& z&L{8WV>Mc^LIe@5aez{w{Kv=e3R03s=Hdhk1Ti^%n{&f12f#=(Iwf?!K8rxN=bC)% z16fFw7@yCvwd;t)s?j{x2;8pUei;bitTUmwGi`H%?m86O5?l-JsHM0z*olv;x(!U! ztYtt4OzGfG{mrF+;pWDlQ25<|0->F~|KPi6wD49^cJyu~JM4(UqQy(3wgpu@rvAd* zyh&iF^!Ti2B|p%OEk7?e*&1wpZNXF&txY3%+}5oOwl`3B^8Ipq2FeC{N`ptJnJ_Bd z{39*b94oZe!LZ>E5aD}JU%{BEb69_oD&LXrNydB=G)yd-6;|;ewA6Uh|9P?L1N^=CMLF)1$qke<+{`B_B*V71- z!_&~losVY(ohJiGHSN7E&td10UD2+B%_3F~Zm3_SUEg7Obma&1d)_ej7WD4z;u7Mo zsNGRyF?_5A{arfz;omHHQFHt@>tn92F5$U?OP|&~@%OZ?cyHzzB&ykHXmH#2SF&Aq z#?-(4ydzW0s5F2uLwL=%uG14_{_pf7;d?b5L52Rm@bL9on^WW~{&p!2+7;BRHFM#d z?u&b@*1a>5R>xi-zZZodvbId6K<@WvF+pgNv4ts**6xMtz0QwMYm%m!4P4f&0}nsH zN0ZH-9LCYBy~{)M%^r$-4nDo_@m6IW{z}&0H{!3H%;OcOH`MT`Fy3AHg#&o}KYK)% zaut57Gp!FlL`rG5OrQ#Gd%u>)?`d*-KTTcap`rxt9dYXbJ>dw-fM~%scw#NT?c-lt zcpWXGNrZrphriA0QhH3g(`l-g;^!YY$1pF%XdY#m&d5)jWpGCih9l(aaFtibBT0xZ zd;Q+CmA&|zwsX#x!^c;|Oe}^ah|?}^P7V$p-yar=g>rHg*M|=m4pW}9m8h>oXzqJj zf9mP9fLe)xB5mD>QV}tM$*fU8%EO31XSMs)J}3o3+0&>qO4}sKMZDQ_g(pY7BZu#o ze%r+LiZQ4si*PZPM2^j=H051lz8-!(w6x5nd5B3w!+t$bGu2h+Go7AJ!W&kCu)&-Q zXULz0m+^hcoyfbt;aIh@1RX4n9*r({dY&S^3F_d0+-`Pc6(j>{NE`PlE$ly7t_8c_ zpM`H9F8>;*NU_lbb51!uNcSH9)P55dI9Vh$^1T{-bP*61$eIz3cI*YrZ2Z1G43%*1U3WivHE2iL zOXgbLpUH|)eb>X!f_-&*G!*>Y7<`StL87ZKwSXVE*$S!3SR`Bi?xRsc7}73P(qD1x zc&RR+=x^E5z#i}P>382B(krxa5MzK`Eh`}l6!<)D`l6W35A4(yaCJ1b*tr6Dhr8Fd zO9LN-nI@&1IP;obuhgJQu;OH(_=N?H6n%sv50aVrUs?$Nb$?^YLvMByjucnDlXyR+ zavogwebA*%2;inb)#2Cv%I?BP0QQEL#z^ioraAoZjy|J6tA9&r_*qN~c zPDCvt@BJI4ZqUmZdxb^45eAZvNpWD2UZf`3e!RRqoRD|Q+xq0y`Tvx8aWLYek-lf6 z=m5VQMVvK^TRjoh)LYx>^o2z=>LIK0@Px&6199GqkS7>eWOd#8=TEjesG(AAG%B_R z&KvrI?%1ZlAND5JU=h%OWf~p*%E*<=pvOG_wifndPgKJl@4*cLEKXz({ZQ>lIc)I5t*)Opfj9c~S`-AY_YHC-mS~i_s8ZwrScnzPnZEfw^rynNu zUMY`xgfEe5dVFaSwT7FUzI5k6_R|LU(1~fRKxs|fr;~~a1634{dApN0!(vLucJ_z{ z5|#XRqS$Kv(dx3=+^r2*0x3zJ&~Q`Egg9legU`d^1<61-{W=)>E2CF+HhQ8pCYEb4 zzUEYkRp7tfxnwP^Hl z8E|{POLFO%C-NyrTta&{(5p7|S)n*W`?V+@B76~T)*&=~+R%Yol zE558urK-L&^JpbW?GUg~KNsxB@<96_R_<{H1EYCBK$_S-3PxjjM>)?I({9E7Z z`g(=KYi6uO@)Tw5w2L$yZ+gL3+HbA?FF6d(4Vse!V1g9*0FABV+yF-iP)Y+4Cg_VK zZf@cKf)H$ct&kJAy`f8fDYDE4wpIpEHH{SQw#Atv7 zBuFCgYkntjfH-h)c92H`AQY0Fmkacs@Rf`I8l;JUE`0X?~);T|z{u(5dZ zOYoe|CBp|y-*>~?&Yfr{T~%V@zCh(=WEl>Fdf zuwxF3k6t5vj3-ZKY4Pvy3)R<<1i!VDlVPbCVJMTLr6PdUrAHLhiX#1>>Wf52;ogHR z%5KFoi)16{Lq*v!&V7w^dG3cd72XXZK8DOar|m;Ta+CYnk0l5#D%K0;75QxwXx1i) zw~yBaX}GIBfR##*q7=*GF6cp4Wzyn#D@WmV0hoIq>E&Eh6wH< z8cRY86NtI0#-bh;Hh?G*j6M|yhRHcd1m)KsElRG8U@|{{P(de(!O=V1Czd2CV^aD@ z+~VSCM~`NKq!KPCn+aFv;?VLPm~s{`7pX^6W+<`!IJT(B7z+vsdPBC`%BUH%-ZqH$PB+nS$? z;|UaouqnfHTfcl=s-1~mD1Kk_dZbdD0<$}}iv`-Cva@Py-V*KgG=^4b#lNqM!ls-> zFHCF?YeTm0H#f^=UAtiAL;ig5TE$mzCD3X+HE{tp#h9m$Z`6m#5hNcxwf zHlQ%zI3<|3kZ`s62M5(o*j?aVKmhmkjtGQBStHrLCJMV@WHf509;9znJ;h0Oog9l&(6lMwZX z6~Dx^;A@JC{P)ySjWN$cLF0o{kmPC}i^LZRyPR5;_ z(wUc-d{EX6O14X0vI91s?%l)qPqoIU(+!mDgMw+EiFet2*a4f*)#&l;Zu+@@Iq12L zU4a#EGbx#I&Y||Hi#fKLQTQCCt&`4j4c6gYH42jm-dK5;y^6o3=r68w7fG!E<@+Bb z7s;Rb)Dg}@_xB+NFn=#}=GT9O1<#-PxegJpc+wATuuV2deqw-XlRs%*E)mTypxbm} zzf_`s2{+NdpwhbXrQaAkTxaump@!=?p#nq236*s>S1hW5aW;=oS?=1XJcCtJDHiW2 ziQW*eCssa`RztllL(9YXAbPJ@YI@4cRU4Hn(XEG>dK^4uZ-3B3w&*E0ORa}VhaOz& zDKomzLmlw6@*myiKhp=yT=l5D%jr;+AM#Lr!3|rL!)e{&(y&AvGa{9TiNATE>0j#b zFRA=X$Yw2`p~cBkc^Au#TCf?T#?@bI!Ij%F+pL9{T0DoA%AwflP(2VkqF(uPYr>lT zG*2KEn2vc_*nf+d`;A3b5xOmD?KL+K!q*7O#;5Lb_T?rElk5ojc@_N>u2#|FTl{|9 zK0^650ezaqS#<3E@ANr}&Z9-tdtW6{n#Rk;5u!!8E&D*Bk2=XRO>b7wERIs>k>^v@ z;|V6DI>8%A@K>rAV}`QmC0xQ5+g9)G1($4;1pvn&D<;t`^Td3n)0 z>Bp~e)|lRY%KmOTsy=%3@?*Yy22W)1>@0yU|1Fd6H}UIw9%d0JpfGDMs81rA=QjIL zg2On8Zj^6up0`!6*-Nw-uS4)m7H08VR4G>*sRoRH!oE&C9Kc{t)CNB+L%=Y zJZZGJ4znbF?<|+!pWwUDpZ^Bm494Cr+`-PKI3>%M`9EpR34`HX`&Z(^Xnv&rL{ytm z8fIWBd-)F%GHS0@$?`pZ1)gpUK8>Grrt|<`$$wHDFkfYN5y9x+b*S2p$uU-e#g&GsTozVy47$gA;e0UtOQ&ETfgH@Y=|}5;u|Qu}X%Z=>1RpyiTIyS-8@TD)>bB z&NiKQp0i2KRs_x2)&cD?){GiGREW!U*l3c_#M~^fv`AU`R8uyt9s*`5}ldUkbq*zn|zhcvX7ez5CW4)1q+)1 zDtoBuA(c1G9HPsIDUhm0_)Z{tRP}N5sM;rr+LuN%<=fv>kcv~eA@h{;EU5}sagsNr zx@cQkm1~J~aso!JqXk+* zOSQ8L|7YRT+$e0yf^P#iAnZ{UcYal4`2|M*#Xf(^;+dOe`9(?pwSLQSrnz7XOT*Pqwcdl%bnb&(XadM5RR~I9Tdc?bMOBFG((Armtl|{6ah1rU!5Hye>7bRFH>oH zWgs**Gzu?QAX_mYGaxZt3NKP`Z*(9uHZdSDAW{l1Np5CuAT%~IATS_O3NJ}SAX_{+ zMm9G^G&DjvMl>)mLPIh|L^m-uG&V#=F+?^-FflPcAUrunHaA5yG(tH>G%zqiLo!7~ zH!(IeHbh1-L^eh+F)=<}4GJ$zWo~D5Xdp2$IWw2RZWkzjCDvhPlNI=fK=J%%(E8h+zT+=B6>XkYNf%=9-vWz_0`j zP=*B-LYFb=~O#(H$VQI6GAbfX5pc3 z9dUx4tAIr04eUIZT&XK2EIje5_S5|ZOWwQ1(CH7SKfKDq`}bm7eO{vttcF)uxRhx~ zyEymaI%&OyAJe$=o%6x0a!Mq9L;DqAs)e_IwBoLq%?1MOg6?tF#nm%)7Ct(soz*U^ zxT{HKTlnT3Z6I|{>YNAfnQgeDiU9jsvlb=73Az(>?*v+Z z!`A~T_Et-J_1t`?B_lx<(eoZ48&1qTvt;O7ZS4i}?0x*o6lihZ4D^T7J>Ctpfzt-Q z9d=l9>YnnKz*0-jzOIuVhJH)Vyrdy; zK+|R9Agi`={UbVT9xQ-`upClLu6?Ghi(v_rp%HjbX3Jm^Ou!0Q3C%#@vem$gJ8J>n zb=f*t4;!ErHbNV;LkD!iCg3%f@fpjyU<-7^R@er-xiY?LS?MzoiF%QZ;1hlXq1eu=LFqRl}BkGNJ0ArC*#-b;ycUH&l&Sv8P_us1+~HRdv{k zH=0$ASt;CBb;L^T`&1pZ(z`c*RgGKe`v+AWv(kT0sXA^AbFQg6VGXa{PxeVG&uj}; zUUx2Xxg*m0X{7!4$fjkHuCuLdcH~r7 znJ**fCn6WBBQJgsd3iwp3lP0rUtOYFlIt5!RC0Y5 ziAqjXa-xzGm7J*LL?tIGIZ?@pN={UAeGxZX`4w*R%A?_bdMhZ>3T19&b98cLVQmU! hZe(v_Y6^37VRCeMa%E-;F*!3iGchs>B_%~qMhb4x#8LnN diff --git a/references.bib b/references.bib index 2dec06c..460e6dc 100644 --- a/references.bib +++ b/references.bib @@ -45,6 +45,24 @@ file = {/home/polarolouis/Zotero/storage/M9LQ4D3S/Bel et al. - Le Modèle Linéaire et ses Extensions.pdf} } +@article{benjaminiControllingFalseDiscovery1995, + title = {Controlling the {{False Discovery Rate}}: {{A Practical}} and {{Powerful Approach}} to {{Multiple Testing}}}, + shorttitle = {Controlling the {{False Discovery Rate}}}, + author = {Benjamini, Yoav and Hochberg, Yosef}, + date = {1995}, + journaltitle = {Journal of the Royal Statistical Society. Series B (Methodological)}, + volume = {57}, + number = {1}, + eprint = {2346101}, + eprinttype = {jstor}, + pages = {289--300}, + publisher = {[Royal Statistical Society, Wiley]}, + issn = {0035-9246}, + url = {https://www.jstor.org/stable/2346101}, + urldate = {2024-03-17}, + abstract = {The common approach to the multiplicity problem calls for controlling the familywise error rate (FWER). This approach, though, has faults, and we point out a few. A different approach to problems of multiple significance testing is presented. It calls for controlling the expected proportion of falsely rejected hypotheses-the false discovery rate. This error rate is equivalent to the FWER when all hypotheses are true but is smaller otherwise. Therefore, in problems where the control of the false discovery rate rather than that of the FWER is desired, there is potential for a gain in power. A simple sequential Bonferroni-type procedure is proved to control the false discovery rate for independent test statistics, and a simulation study shows that the gain in power is substantial. The use of the new procedure and the appropriateness of the criterion are illustrated with examples.} +} + @online{BgeeGeneExpression, title = {Bgee: Gene Expression Data in Animals}, shorttitle = {Bgee},