From 398872c4b9dc65455b02609941eb16d8e883e282 Mon Sep 17 00:00:00 2001 From: The Open Journals editorial robot <89919391+editorialbot@users.noreply.github.com> Date: Wed, 21 Feb 2024 08:50:38 +0000 Subject: [PATCH 1/3] Creating 10.21105.joss.05566.pdf --- joss.05566/10.21105.joss.05566.pdf | Bin 0 -> 217418 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 joss.05566/10.21105.joss.05566.pdf diff --git a/joss.05566/10.21105.joss.05566.pdf b/joss.05566/10.21105.joss.05566.pdf new file mode 100644 index 0000000000000000000000000000000000000000..44bf7afeb370987e60cdb5fda3f8bf8fe5e96542 GIT binary patch literal 217418 zcmaHSV|Z&}+huLr?x}6twr$(isoPWAIH$VLneHrlZ78bV8T(ai}R zmzt-~MSa`nB6(kf0Qn!-=^}F;>q2 zXDkKE15jWR)AVtqC(QMTXLs_993)WWNO~s4feC-V%Hadpr*Di86Fc&_C`il*qj|(@ zwl0t(XILJ?)bRNMEtF7q$0q<0+RG4>$J~C&RTOjBhSxAp(g}Oc^CBjLf{enemk3lDal6 zlEv+%lvoI{{I$d?)u2BPT-7>1Wzx$2L8?se(yw?_dEupKg+V9?27?j@nwI&3l%@qr zzQoI%mjXdpmDF-4MQaUc1%c7`4Wf8K>0#3o!Uvov&=RzC*^$GC_eybSbd!lvvsJ!K z)X0bC4M6G3pryuF#WE#p_AM<@TrjV?srzEzB|liN46IlFv|{bGdiMuq&Zfdt6_$h? zGJn%8?AgO7B<#Mugnni)@RKujv_E@h}9HwunWhD zNFUWGD~Kc-YKeqD9}GvNGK%9IxH^kBN(d8Hm=8vYEgdrW2TmKJ zI!w9%<}buLJe!b!;7C5pte7QG2Ryt`(JbLCBvw#4Bj|F-l%Y;Kyw3o!BWo9ue2B{~ zxg&BHa?Nkt-4I7yUxyl7G-8p_Ri}iRdIL z=0kKv4o6)M`QieL4ivNDr|~gEqx+nkxZ2R$n04Xp1!~||Vmp81_Q&q=A6R+nb+K*3 z6UM}klVGPIa(%*oLVd#r2^ykILeqy534;)a)Fms5uL@a`Xa9mj`VD;` zN}?2PDfdY98V;ZBRhtN?tL)rU6k)@`J>M9jfbjdEsKFJ!=($eD6HPQ*v zASG(jOVZ)V^px;a-DMRj)qnpjl2ycXBy_}kXL@J7M~N3@%yn5tvQpWRR!6$0J_kO_ zXVgq8Bd8x!)vDI0*{l4k_!JJSGOpOKZjdyKluj8(PNAWmQ5&l;ulQGiw}f8NTrr~R zP!U%-w{*GGza(mHW(~PWU%{tDQIS>tQTebKz4-DsPmQpY)YYVeAxFkQ#-TW`D4r1t z&PAM&G(>6qHFs_VYe8`(y#%>ZDPO75NmyiBG~ImCu=J1CH18yysegI_$AAw+!0>Nu zI+mJg&&u+mvy!nD+Bw^$u7Woq*rofG@x}G3r5ZN_+%mfo{PLXIZk3PhXBYh6ah(Vn zWuhl_)A)LtE7Ba&9_7~rTl!m0e16@6-L~CV-WE@}7c5WRk1UTgPYUPpIJ5A_SWs}( z@bcKaVr+^IsuAi%Tc_y-HAa65CLLRi^7cX#+LdDFaEjE6K8DduTAV7JN}ST}(j$YU z(#M#S%#(OZO;uW~I?mV^2o_q+kIkLTFDBQga?@=xA+s2m9N2p-gc@&~M(Zu>+U%w3 zOm)n)uj?*bgR8Tv=Bur%YcvOzrj&quA4E@5jtH3(NyYDV;S zI=MQfwh%hMuI&$U&-{D8#%v$fKG$L!!}(%(ISD%X4qaxs#$4Q|5`1vHoq2J23B9p> z?z*16`JP)Ir*HXBzxqd}CH7qwPpWIPZk%@({38tV4I&NldO8AP0%CtcfQkZ}0*?dh z1X~lp-&t0!+#$<7qVCw6vdmnTdpY13QYQam+Swe3Xb1|_s>^JkG~noQ5rg{e2luMF`_yhPLZ$Bz_uJS#~f>xEu`{YNrL zJE$$cb+*D$Wbc3+SmvKjl+L)`dh?{?+PRs?M0eVaK5(_9)?D+vr`gjfPA40>jec#c&W2X8MpK35YgVsAW^_t4`4GoSdu^pbybgorPHUgjz%zWFj3;@T z^p$j_v_PuU1ihclkKI#i60Qoza|%z|&8Fxo**0t2n#;pCOmh@D`hZSA+h za=Ik2qX{TD}6O!cVdz)48!R6&d;1ylMWgPuca1 zy_z9CkD1}T?rr?FEf4y`&9DdHlbL7Fm+X#Rr@dFP*60!XdWL2L_kWwq7mGfR7G-(y z&s;CfdQR>0b2sZdT#P=uhiWsG7Bz2rJOO;K??<=~_Hb~+aN8Xjt}6b~9v5SFdsk^5 z_t&zUdTxjTwTJ)CzbYU*5OMtLKTFiEX$6=LITk-0zXv)8Huo%gj=$fXicgWRl$K0F zM&uOma`6b^v91C-cF#r|FD+1Kq61Vus;|R_q6q_D-n%_${cR6R4v!8A&1#$UuYC9} z+*UjXUqd(wIZz#BwynB1esaJ5orr9PkD$I0MiN#EX!)Oi;@!V(7h5_rb1cp6O|N7%Bn{T~YV z|0izQI2k$qZ{qffZ!C_qGvVbO<}1+h8kUGPpSnEe?kW~HJ!DS>o|j*Brq?B7CvO*} zkBCJ@+ARgwUvSTjk19hq*z^*)_)w@n;OE2ONQB_~D_)_(R|yh5tmzvm7)_gS+n@LA zK&m*oitc7@GSIh zv33k!6-k>b@a$vf9j^;>ZX-lNc`zSgCjjr;IdL8fI;S@;Y5qt7Ho)T5C#>i7$}%QM z8)17r*~S>UNoo&#d(?sZ7^igEIkh#YRdZ*V+l+S0yLkIHR;7x=QilK||7bi77;6h? z`6-siLeSa{=(Kj{r%4xrP|O)4tsrm&(zI@9SxF0&cBugP0GIK0xy>QL+=aezOyp)w zb+yG&QMxT%Sa*w^ChQSsZ)t`RZ*ujFd2;Uc4+m=C9}VC61c9TcQMyamZVr4=;38;2 zJf%M4c$6PwVCa`yYfY!PZ}59-dkA8=2{BL*GmOvguKQoCeAdGcV%`+JY(Ow=CieHYMS7fy!ptj0 zV#QBWpJ1b%THdQP=WVTC9u#Qx*SDpa&gK5@!&&vM8H5;YAqS z?eBclcvlRwhV>RDRzD<8IbZ58c&rMcS?>~6UfR;8Jebp+fV7{TJ@X9|^tY7+raBT8 zbRxsRCm{cUj79{(72xL`5E3loX_)i|u#9}!k17(&q>&5LurW*4drvM$>y1#D2%?;Z zKg@$q=)8I~9t?Q=e!mnr2#_?^8FIge7J5A2F%^Ec?pzNIe7riK>!<_;VRQYn!n2^N z7>03qc?-Yw!a!Db8M45B=qQXU%SlfA65&mWZBjfU3yed`?(97B?t;1%;RZS zK*Oj&QclyMLB6}_aR$CHex~9)j98*Mu(c!kt=;CmiV+Oi6D`jt4tceOjnRBFLG-hl{ z1V!rrw`{XK?9aTys(4;De=@nsZPv-q89g@*DxEJo;VE4CW%wD4er$5I(ppRQO zj-Y5}R5-oT&5|G-BZ8}WZ;V14tmsxbz$OY}fC5?hC?s)mC}Mut?E(ZykW zbC4E(y{g{Z-pqJIA;w6b5h;r2ff$bGqQR&aSW38zU>EIk^%^JhbmBL75 zewfmCqoeUgAMU5XUnTNN3#wpem*01DDWLA^@(zc2`TX?$}LZVa^ zZaLfDi$Z7#OWpUCk>Fb!SUjVW&%Sob!ZTxSjSpH2kiQQExK+6FTe<6-gcOYkJcyZ3 zDBy5Rov<#R<-D!T;EhwYmoBJ!*3E=C-W!O4BhWTttE10*(2T_i_1rA>-NM z4fJjUovOT#EwDu&nlQcBg$x3k1>jHY=obi8L0}g>%E|(2^c4(O+H>{E=nqE%QMvlE zey~NWaI!g-lOZd$PjWtB)x77bRR!-@y2<71KZd@+VQ77!`RcE_SH1Hn(NTPAIwnd# z*%LMk)+z9yT@NIoz((i0>>GqSMmX&k{3{g>mYE1h{nnq@bU99Mt_Xy$wp~jz z)}D}ze-U5b;$lxy=X^FQt6K+aH9vBM=51^2Dl7Jm6No8}Gq;Eoz|%o5-e^u;uqsgh zTJM9d5la!|HoJdQ9+h5F{(W#`_E);bJo>&+v>%uv6`96QrV-+By-QQPW>i(Gh?1Uy z>ozCzRqg8kG|J}9b=ixS?1^~9L_HJG>>7v7L6#1Q%QFEN$o;<8@O;R-eJK;^qs8J} z`EpVua>AF~>|zY?e~*nkjGB@7J)2VJKy|vTQ;=RCZl62bFO%j#M(>fqnl&tgg#3#g z(V~-Lsvy$+IJL08h)-)W%_cg8%|Wdm=L$l?7_2r16CErG6vp83TkNJsoic!kNG6kf z^it7SrH2tID?>&0S9o`_Ec+pPJ~K_>v=i$m?>=soEI2umO`>#F)sVi;!hPVBH&F|F z-%J!=v-|+Te|Hc8yoi*s4U|>4jIwXay`wI5)yL_mz|x1YEF42Sx|MM_Uubbev+mBG z70s;1`quA+dO}quu4hZ3U{NdYjERI(Md4!oUt=(`+r|d$zf*>aeM7HYsY#I5GN4R^ z9=<<^1^XLb&>5LXXw;lbDx#F$A-Ws-o*F>9pJvq<8oi>Z29BJwI|NWpHNh~-Rfo-= zEA62Dtj`mA=k`cVIgnThL^!c zm-B2;gc;Gv>kt^DI#il5)fL03tN+UCpgPl>L*N8K-H0rmG%$h5)0qI-XzmUeEBElz zS5{4AL!|Nm)iT?c{o6Mki#fq&IbBA)@^QIRxsN&Tm?%OJv(eShM_lJi3S)7nZl<38 zLaV_F6&!iB7kGkeUhY4?1+Zw2`d>GlH;j!E!R(9YwITu&*mWD#kde0ZfT`HnD5@iV ztM$$5YPfvd;`W_$k}}Uhw-`fJ6Vx4y)(-2u)`KoPlwXA9u6#`%W=Wi_Qik+5(^9?D z!S(!Zy7=E;U?i~aSjRK>D!#{E+$^m&=6xV1SDLftD$Get=yD050pu&h?b}An0YQ6(^1-3rtM$^8#P1$k0FD6;!kEszP zC*)3FV4_22P-F6Cw^4TO#x%vN+WK* zW)WJ?D{8{va1b^u8kS{&lDx^9bIX2Sc7LZ#{*@>)Bn0_Ggs_C+8ZW_3N7O4%Hv@Swk(!`6 z;)-(z4IL`4qw6h>ZSRMhsl;vxu~7ZXYNh(u0+16H5K}%MQ;k+QjmwMPee)s{*sq3e zcU^Y+Uv)wR)p_`bbFUXw_?jnSFgdOXm%6EP;5KaIzjOE39DIyAV&{)W#bT!8x$FqQ zQgR`^gUq7x7rI{GzpztD`W-P}qdU4g7jNGDI+i;yT@-HSs5-OuuQJf3Yj^aiw4h|J zXK|c1ej@|7%h|=U%jpT(t1FK2zuDUE^PQ%~T`XGdzpnmj!A^DOwOXVaj@$&2BMqky z#JtBu!`X71AF>lPD$FWrCx%o}Vza@UOtsYR_mEm!P~%|GU2sILhCY_A!R_kG6mfpC z&Tr69iyS|#A&JDXFg{K)cQ}T zxMi;oBBaW<%4uKYo%I8M6Y3z0=a@vp<`T=iy)`ZjTYnw0EnXP5u46YltU)|!ugXaC zDxllA}x)^!n<3cf<-?EGNp%u zm!+-*leX5)f{R`wBq_S;wGs^F6w?qL<;1!sPGp*Bn!seF<5hy=vfX)Odt5BKnPz0$ z$(s1uPNprwmoCs4!#b7*mJr#Qs;*(oBB$%x-RO16L?j{go0!z^e%*XKH>;@pK(--%3d1QB+Vg9Es&*3hA~RJ z7p0jrZ@1aBQayl-;z=u!O+Q#=3_$E_nGMdp2Ukq z*gmQf@BHkXMMuGw-&|*0J7!MZiReb$#q|n3%>FfSmVs%5&S*Kk1mot5e zr{$l=s{Jo5vysC1^N_}dzMwIdS~;e;ybQu%M+u0}(iz!q-z!bI^MGdD);ewNf(5L% z0K&W?6?gLO3WJ5kELS@l@Zp};o;zr&jz#roT&0!7G@l8J>-R&Jw6;IgqvKUeqq@w*hevHO489or) z&&^^dQAkv!4z&vsGyi|Fu(-^j*Z5oBurahh-{=)w>VPk{Z za;+myQ`(Gf&vd6-n8%#bTYq~s){jRbZN|7!o+k<1UBct}K+&sO+9T_#H0$VWpx$xg zYIcPEB3}PXKJ`0}9+RenSP*U2NNielNVfouuT8#X_z#uv7;CE7ynZ`}t*i8_p8l_% zAv;Ebp=`UXe{km!yt4jFF84r^2}3C-j>Tu4;!mx3?~$D_891#*mVx7t>eN?ThGLa| zG9_A}u6#IB)5OB?Qv>IIG}JoOrHT|yV#QV2&#eY%=`*v*V#N@!9~qn zChHQj;TPwpD`&4dS6j2`ic=$_v;O9r$9w5Mr6Z;{o@c3N6*MeasVDBZzPZ%4cT7kS zO3|9M#9+>kc#YYgk;eY}?4>mq89s${eVa>Evi}W{;-!=9mE-ByVgd26;YbbVyn|S3 zs>LgT&@|Wo7WCMvRiR}T`gNVd1YU6Tv@NM@$(K1K$B!7^k=k?KKf0n6bt}#~tpD4f zEu%(B=i7bSd!I>qc@F_^{9?;pYnOfdh=-)lTE9a$9DqF(6%gptLH2DguX z-<_TRk0i^pi1X%j_8(@itD5w@Zrq_VWNL#r6V;q~+)~p@dN34BJ8NmyCi~RTgpu1T zB9GFGMM~!R5Fwil${?1_cjO{q>?^vkHKtb464h44ApD737?)?&W6>H;YcH5}n&zxi zxT&{0I$W=4dHd49PSmo)H+B~PTtlwLX3t}!nAK22?xMhsx(s(2at2@N%JsUG7cwpM zhtzfo8!1G?JLwQ+EAgv#iMdoFIB%qh7u=Y(F!$D6$FXJ&$s0#lmlK4R5NP)y*Tk!Ps_!efiZRQK4dROZEMGI2G& z>YSxsZ_pg|MM4UAGkGDprDN$b$XIR>d1_A{_Q706NgorU?{YQ0 z=vyr_e?0s)p%+)YcdaczLFK>8A@!D1%n`Wo*?%BZT}l2DN{llwseYDfl1X<19J;i_ zf?thEKWorhyMCsDlR*~a3P~8sZtYZ%&=N_{>O2m0fu?8KTR*~R&&5Nt2VfQP`(>jT+hnHo#_^wVz#t`+7JpV8^ zYw-tgiv(>Mb8Mc(h?$j( zh(XxO)kV?FS;WE4(ZSx#-j#@xh(W}`*1=iD(Z~dFny8t(m5G_MgfQS8<&0cxh&Z?a zpQ-%+pCw^uXJcafUwQlgo+Y`=f%HT>+J5eN$$r7Zbv`BUws&vre$k)zaR_Av2_hr= z1BRjuMO;kO9fEd7G!G{F2gmy+7>498ksO*5^5#u$j>xtoD!6MFi$fivGt-&(BxS&qvSC=ZS!U-_z2u-)X@2Nx*1M z>JEv3-8a;`LDsF9^N+#L`wC5M*Zpyp1IcO;%9}%)e3{Kw2b(j-o3J^mbNJ+7z~=#> zsrtS`7kdEs2WQNr@jcdkrzbff;ytgY^Lmq&ikg}jIWxJmf}UQdJ9x5GnXK@e|J|GK zuOw*YkJnd4s%Kr;L0fvmtT&nS^6Z{B)k6fWI*zp4SEb|=RikfNbX3%b3OUnYfg)Y| zw{^S%;#lI=UHrmj2|MvRm;a7*_FgQ z-rW@>-+CaSprDwa=YJx3m%9Bz%-Y=rLZ*(-m7W!Q*D9{yGiCC^_WVkdYvZMkr%ad; zzgVs=cYW2HfSVq-OI#yMk-m#NZ&j{bGOouu?s#Ja!VxT+vsA@dudY(3>6H+Eb6}_> zgj{ZupLaQP<);21P{HSMCyTU26k544XVUVDGrWxD*v`MdHY;UOtG&1M^7c+l)mjz? z2_hmVFKKCUmxNtfTvSz61zIrlct{{y2y&K?kf3I|f*G&v`Sx}xx_x*RNTVG<)^4&{ zi5s7VtdPrMmn8g%?<7c=Fr{HhgUf;hms79rKFoY4Qn)(q=x-3EBsA_vKnsSs4X3%;4YYZNT~o-rnE04a(>eBm?z&UyO#^*Z3{W z&9@!$##lIccvQwds+Kz3E__O3JjZ^rl32`L0k9Z4U{2|w+hUy$m4=C$W~k%k<-LZa z@nwx4nHV3(;rI32x+!mIQ7@W{7~221Vo960n%#4wPRL6zHa1oiEJ!a*+&5Bx2Y}0G z+X1XqP|P5{Za!l0ul--ZddQlsmr79ewo5B1C^sAAaX)UmeEA8R=qM=z*}nC-Iapc2 zz`^%u{_|x8JH5P{pO8EpPZX`bU7rAu?wL%<4v3foz;OJ*^Nu^`+U!E?whTKqw6OFG zaG7+|PVDfzH#+Zl<`?CI87-`WY4iq<8g%Bhh>!v&f`WpSl$7S?=6a&dcRTCq7&$qy zMh1kEG#$8-pkt30Qp!Dc!9DKTTp$0qx?;9C6@zS1pqrI`ivoZ9GG%77{vPif!PHuj zW6CUia4B}z>%v?8YqPINZ2vMG}B|I%wD`T94ex)l=m%^zWmIjraeqM%NknxbWSTCI`)B-Ja zMEmGqwt!Lqi9Rzw-LW19#_)fCan-}mUwTD#9nnS#ksXGN0v5%qMu}!*WJF~9sFyGa z9zbZ69UT<~+bHfL?xx)^E*p1QgH5VZ0Vn$ z56U<_J-z+Q*wRu;abssE&o`Jo(5b|ukljVED~g!+xi@1lL`UTUkeT`+lF|!RM}&-X|Talr2%2xJaY%Y{F}7+MXyj?k&!z3+u{am>a3^Nnis zI?eAp)(?$QrA(o2lH8^bbqNi#@von2ad7LK6}XJ<>+5qox;#V^w&b}@Li;0DTmpx`|V zq#zR4$~8lg-&4suCxtXOq_I;dABcnkF9mj*WJQ7zeTTZey*$g+?5p)o+_JDXBGVye%XY>f`)k!CGs%CVmCUOBLE&+R~ zc*9yMj|B!($P<4^=bNOaQd3!{y}Q4STz~iX_jh>Q@LMnbZPm6Mj6hymTG|EhHw#sR zbLU%lCz3hLs7$hOAb3V-*gfY%^OTA2$I%S=3E= zQQvPf0qa+PH7g32CZ>velK0~i6Z5`}`Mb*y0F2NSvut14eut?%Q! zpKbU)2T;y5fax%VRm*ZNTgn|F&-3kQ)9&L36baI8#})IAQ54>%ZeF)FgiS$AoHR+) z@>ij9;a(hKNM(hxg+27hNHR6*6w@B31`?3;($a5#D>39-Gs?a4?RB)AJke_H=HL`i z+CaGZR_klj*WmcTX`eP)3}{W?NZ1V^5+5CyO*XCTbJv|Z823d*sb!wbLbp)jYJRe@ zOgqXAa{}L4)piM;rrb2f`Gr{-gAO{+MR2iaS^5o)RbgI&c)ayb#<1}4JT8~vccMPg z0e*qtY4M`^5(Uirc04mh!-JDHc_8g&8)BLY@k~CAWPZ6!K8bY~{+OPBO;Wjynre09 zn)R@ROu>*Kv)iS*3@W*x45QHwyLVv9k$=gHkcWwefg%#@U&_ez$67$UzRwVD1G@jh zT$OzU?C?YKsOaCEsmK2pB}pxo$fOf&#%x}mR^Hh8EQpjzTH0T(rJ&q`xLD}l1Lrx0V ze|tf5)cTQ-;U}aB5N&oB6&2Oj-v)?u0?Cu9EDlI;aK6jV+k;m$Bk_ls$WYve_HOwz)p^2<|gqZcYb_gUYMk2&gu3vmyg4z@>yH&zKLP zVq3LZP1q#2nnp~#M_Y(aJN}u%HZnIM3{+;iBy_w+*%+OU?I6T7lw4bBh7FGD5 z!ZaNiCR{MftIS>f`xHnVl@oe^@3EVgHDfxFlR>4Xl{_zxQ#+X*o(MEykGo{e<;hI$ ze)DAzd!bp3aF5jU%7};N?f{GIdS|5|$se13B}cGPWc(|M@wq~SeUYcFxC{lrU=m#UcDh|Wf4%Gg&>W3H2LlD=`B`d_5IBQj z1%fLN$(Gya_B*x{h5OohHp1n%5RWSO%>lkvEqF(e4iu|L9_>w|=9&jM`#itRdq4y{ zRiFtLafzs2E6JK#$~8GcqGU<@Zlii-%9!cYGxqVKeV%d!@qJjlyCRe#@Tv;KM)|kl zf2eC}X+173PPzQC;Hp?VR+s(-S%){ayZh_I;|Rj%+y_uVl^?ZgFFKXCIEg%uhQK>Yh7YIo4k{to1c&;On2zk578hdDs8wR?&h#_K-u zZ5WSr1_uraxw5pRMOe;aG0kf`%Chzd_p-%%o`IHiRC&=lTzj0pGiwqwFw=V+G66*_ zEbdo=TZf#EVExHk_pS03I8_+a3SN$i?q`_2qkL4WcuYqQAzjupC5P1)hkaadHMcFZ zM;7J0^5mK_>>MgxE&dd-Y~ifQdV0CLYuIX8O1q?z)-5M2ENA{iJMR7;Pzywk0*2rE z2L=v;y3?Bmb*vE-PWusE)hs$jlki>(5P}^UR0!pDNqLza;RGvTG#ZP-sa(>=8%~@L zaMb)XV3dcW=S$P6U%&uGX}BsS$mKdYG|RN3S%GL3#SgX;j57_OzdCT|y{)&tK$%}j zZ>RJ|LPA2g9QMAfISxDja>EYr(2X|~8RUN4+9Vyh zzzT+R@+N#3gk6ypJ*eyU8uRxoK+pO6w!E^OgA5r&5TFQp(SfZ zquy6zR>vZ;^n?l1>Fzy9$MEONCjJ7_w!f?)7q*!1`1SP#G64WUEMhZ$;30lsv6x+D zch%}NE=;Px;{3N4mlacQo%aqaAJ)w*H@3VT6-o#vNR_w<9s|_XeuW(X?zz66@SVvdja`E$gA7oabA*rjH%F9;zWPiR!A!7xAf z!8>!}rF$^1jlJ8MhUz_`6=r7T%>}#(bU$OG2l6qzp9uVD0kWnNP_Yw%>gTJCq@ur> z76oY0LqHfzV(Hpr$mQ8!M)sMsb)~2SyCiakU}=5S^C1xZ6acA(ABN2OBdo3p&*P27 zV8t5K2+9Cvuawb)7YI=Hl(IRdlsmxLdn(z3s`Wg7?_>{?3Gb+6oBrA2N?_BXeYW1P z`mdNWgRg=4?=_R_jQL@0W3!m^BIMNSbz%?@`1e4L% znHAbj^)=SF_fy#UBP2>42Is6+?3!Qx=hwD>nEX6gCYd08+L@bnLt(yILz3J~eEac= z0a1>;gd3{2_|MT**=8v>x?%zy`A6{su0z+}*_o7l@)oa9lbszDhMuXribWe`2e3lR z^Ma&;9|OR^+5Rgy0z%@e8&q3^-!u|KL^tcAo6e+?4%h&Al1_G1`m8)=d4uK9mnSow z6hDnXgUi$P-PUO_`3_|MZ=KiEbnI5TB}l&Rt~(dN(48cZF2p*R_x?<(E<{zVI4OUy z$M+K;#7UcmL?i&qF&daMXK^1*`ZHnC+q!Rih}c&Vl2~^&C`n(6xKWFFipRgFGl&QP zn=3gk0Mxb%VRSE`IW}>3Nh40E;zS60gY4d?4LL(h*O{*3l2jBexmmXux{X9`C_F6) zJb|1PH3{holYb7ZE@MNs7Oe<=Z|g^4At>}3HC|_=;qv43C4RZy7oQ*LzdGXzfdGoC zNcjtS;#sNi^pi7K#iVhqXDAeG*U{9vdlGzlpA*xIc}f{*y@8}cNPktt+!OtinZYWV z%myP}29Xk?bPqeyjhLl0M1^rBcNh;Kw0*(1RRBtO)-IUSq@%z#tK#Ov$mAb1zFVJa zJCA*hS}yna$OOFZ@tr4Q{FLQyK?P5a%faE{eLqKRdQK{;a)6y6x}?bSz3+6bsjVGJ zIK0EiA|WNMM?6g$Zhs3mTy=sEEJB>hB3DFSC_}4#!S!Z6zA^y#$=kA$ zdD)z_`gl5I2vV(VQKf%INB{OxZYN%oGzk~}fRecEhm)EGnka}kkYSQK0(}o2m!4mf zMczT434pl;QBhI*)=aYs3kypX^1dxu4gUFZv9Y1Ej@(hP@96-swr5K;I{gx37xD4( za^l3Jk0zG3jmUhKSzOE`rPxu$tYOz6BwJ3S)t-r}X|BFtLP&t%@&21Og#d75Mkc@2 zg4W~up)|yz95l(529VSa3NGft%z#JMlm;xnzjn)=iYrOlVK;Wu?h0MV_IH5R z{on7DpPU(Zk;+q}Ei{T%p5y@nN7te24q{hw*%sCE7&^x*$o?E|w+K~a28!;4B0j{d z#ZBf~VOkp+uD-~6O^NMa0XmVYhQ1?aYF_6r)Z@90Ux8k2f%k0ab1p zV}PiY_USqhxHLUIjUK+&OPtI|%?wG5DYs>xGs_$^1&O1Jb&>hN!^hv6G*c#WGdDku z#pM7ZCNMN#I+hZ-Y))t=MyWiSYZeg6!Y2$s zoSp#>Z6EXM?@P{N8;DK<@FxdL>5ek;eyfU7U)O%NCjV~R3JA8Drx|?P?d+W*bjx~10S?Nz23x6|{Rv1Ea)w|UV z0Q&x*^aycCAhCj8OLz<9)I8=d?LW)}-^g9RBZrS`F_h zC(NT)!r5NIz~EO`Pt^&p)r?o0f!R0AhVO2k^TCeuLNO`7Q^K#^W$rf|{MP~i9Tghr znzAt^SdDu+E%R)KCdAAN0R(}%YIS@-0+AOUO(D)1kY>o7XI>g3N;%}tRn6Ef>tpHN zB1!^KPh6foU|+~A+u#yL;X`XOr|^LVWeGADV1niV!TJ9AId$5^s%}BruPKq01u47% z1sqZcKG0|`CwM@`QYfJbc){(#fJOls*yg_H#sxz;H`P-5;m{VOQN`Qqs3NDXaTLd- z+iR!p)=XXYKVQJn*i9yw&p=~8rF5+bBl@*ans9R%fvM!9!2nDuQ0Y^UKRXc-kgL4^ zA3*R8fk^Pl$W6%OPD@RF{_W7mA08gwdWo{!;H*=i=-95Six@v(3i+6DL|gdwBC%V5 z+cwm5o!tIT#Mibcg>pdz<)%``14Ej?oW1I;gYH2n;jgJ7PlN(CjBPpG%_DOFMuoap zx;8gJmcarHkUA_NxP>J|rMc;^O&g**kBPu8atAgMW}M)`Ep{8qN9=$o7iU*fCas!zEN?|CfE8wNYHG3M6Y!!n0umWFyxWEEmTL!aAgfG}gC!TA zB@u6aIC~Pd68r}o<$!wUc#`hnn0~46E(Gh%AS2LJO_ZsEh&-mephap1mU9Z{xL(e$ zsa%_?O%aY4^F}O?tWl=vmxVRs`gGY}L{CA1zsvXozCS_Fc%AkKPft%F{b|_Q)vMJ7 z{!CM+z|e2Ii}4cXCSt2qPU=j{;9M0-sz2*lRjtPUDe6w!#NS?nFkmooFa~P-M=?jU zv6_XiHV|o(Y&wNv))o7B$NCIWo`Ec~I@jD4iY!TwsD}tp2UVlQ`HcWSzdCs4K#EcL zhK>>)$q0sr(dc%u9Pk19)=!HHU9^5LUiZ`bvQ$sV-NOjH%ID>+Q2Ij$eQ|Uo<`fGk ztGj8t^(H6N3_wJr#|6Ck+RFO141yO(MOuuuYdB(91{cte>uuR6Xs7hiq&r3xGeRJ{j4%xzk3kLz% zz^du%GiK5wQ`!tw0;HvW1Jn^r#=u`29nc$Il6a9DaA$%l?d8g6Lgaz9@c{y4(OoMf zcvRAP))y%3$;jHk4Fl?^uk0stpwU_hY?8n`b>lzt?T)b(H!ut;dGxjch$0Lea^e;i zwH!OI9~9-D`r}tW?KHZKf5VNjd49fMdj8|f(=jibtd}Z|Zdor6@VkBhTQnww3jEJM zMyUTJ8?t!!8aoYnq&hfud>^;~)AuuGhxpD&ZxMK17S9BOt)35ny}(|UK$E)ogF8Ck zmppd91={ZbRR=qO&sV6{c0225_11d##_?_+PXZVhL3p=5>sgH5!1!Z;o(D?{=3(p) zMBCn@hy{)VNa*_{@d3FHFtkRKixR$*$oU(e5?>KxSF zYgz?&b=Qm2qU%elLKa^s1c0E96us}IHxe&OxLgx+@BSz8KR7xEx60Z!iq|yRwmD6< zF-=oVo^0E;CQr6)+qO@(ZQI{|zy5%(uFl@ibKh(I);h4Tuz=;PdmYs^ztUhqPEJk? zb4QV8y8^B5Bq%6ouZc-2FgX%8A6j_SU+;S4Kp;9z*p6wX1=$R5N!XrX7{v(4PF(sn z3Yknsxg>6UoYu`n46B1jO=chOsDrkWsyd|MEmldJJ#BzQ_;LS*i`uxUr695__dYG}KaBYR6!w}wM=eK_v8 z?tTZp@oA+VCW!;`I2UxG7Kh&~PKUuRJ#h$9euyGy)=KNc)-0d>_aGZ5S_*iRWNer8 zTu@3Tvaz#UwR}Ir#>O7%@8?69SOU+`h;*_3R=b`OU&SawrE(R3=7LuihhG-~kFDv9 zCJLw=ZW=FWB7@`4AwsRybh_UK?JyWW=<{>pn0izPrpORnLkqq72qKV9VwhWDr{*q1`pgsvaad{|e& zNgc*g*oW$X{;RcYCgi#22h{V|gr^{7U;*(AO|{Z5FtDFvbq)zFY?J-s(p?3jW9{6@ zIp3xUKNC`L*?!`MA=5G=$kVo9!*k>zj2odCWLWNqN~v9_35a08piAeG$>Iaae8rucN~kpi!ytmNYXrKTGVw^eZ4c)bYGHC> zL3%)}>c>Ta`F4}|&3<#2GF%R`k^^C-l2%m|M18QUGBqvs;ldx`tjZ{sxa8BeE}}T4 z$^LS9(JM29&Z!?fPi}ZOUnrf{b&V(IzQybjs~diT{0q2vhSg98BP*Q}`+)~LJi&v4 z-x#8HbgiJY^Sh}xB+{E)v!EP~svX+E(x7Ytx>qt{N4L(|usi6mA2}F0{$3r7n0`zR zW@jtlMjIZC3fME4zuW^nFFsqN!+?N*U^kN~+^+j-S0M_tYgfLTmFhnI8e58^@x6a59^Y3zM(xNM zYQF+TlZ^Jh>G8Y?P|>2DTGBlUBCMM+PN4NDVOUjvblU1$#s!GM5fBCjm;JDN{}J>el-*4kf5{d{|4RLL&+Z4l^L7ks3QU`%+v zZJb{PAAw26!n*Bk{c{&sAA;WVOFMFwt?O{Gz*^pt-@8l9|GPZECqSJ{zMXoQw&u0z zkV17ip1em0rC%ocZ~kDm?RQ}N|I|f1V`BFHorFjPE}PyAr4L?M4F?Pk-FR8C85w-_ zYTeOHPGo{+2p@)`h)yw7fM|pY#s!zh=(0*hX8qY*9jY!x; z=wUZX(0ePSw6(R>BQ;YalY)ceL2m+^ z5}G6o>{mLsLOchiVgWRguiC*tRJ0+8g32D2P8hDO^p91<%{?$|iOEyUK>Ls#BN$1) z%upE&SgTb%b0Iva0Tz-*yYTF%h{S@WQx~$O76`7DNt%&0BP;0};Z^%PL*98&M|Y+1 zrDvpZ`%lyeNiW9;PIg#W(L-uQ50%6)w#b9cEL2UXORC>l3?O&thm<30i;jRT!Kj_$meBi#>rEnZ z570#r#al{d37Sb=|3euPDc^=dZ;i2uQ=_6Hyg#j0_iee5Ex%BiAX`WrCi(`kgGNT4 zkBhPZKS`-fd7TwsVl0k=f`V_H*P=n4Cu4(vZ);_R_oeMVX0<-Ca7SNgQlsRc2EcWo|t$S=G z2>W_cR<$CrJK(@$G1N!K{8jgXRYIWPFdlR`7^hz3{|;XQDj$j| zOz|g0_Cvc))`~{3Js5+;uz;O*m+tsF5)f2AtD^>vXW0WSqJw~ewy^X)@kC@NJOuy~ zvV3zv0;ydGJ+}7twQ=^ZEt!)&6BFl|!VOC`S@vnEC4XpCM80?{Gpiz7n%G^e{&F%yX-px1@eU0Q0sG1J_BK2=gC|ag%~~^XDo(H6 zt=%AWd)*>z&=ayb&zU=ki;HV&rVr>p+~1#{janWS+_Bx&Ry@kf+%onLw9)mhjSM8+6{l@ zkqQtcp`+uVOyz`0^2$P9WE?C`jtPYalPy$JP1u0Qo^<+&nuTRF{o}ZP&w2eT-SS#B zy{-X}jh|t4WVq8Zye_b6^IJ49)KrM%2Obh=MpB&dms7|qP=)woF8^7U#n<6J=XQVx zY<(<$Dv*6L(o z4uu9>H;PdJZ_2=NdT2D-Fh{_OERapVK{BS6Prpn9N(O(0s)K@t7Bnqgv!GcmJnmXB z#5ab#>%If$xk#02Hufz-1pnP08ru8fqNk=Ck>EBa>;|ln08_!0L+e911#!2F z>C;Pb6E|2*7Hqp41aZnVy^;7sH-oCy)N!zQ*j6xX*>p-{oGRiMqACDP0vObnY$*S2 z@7M6fySqDJhXjmFcq}^8Oy)D9T?DK+$H>r7KiMHhs3(nhI9!35G>8CNNor(a>Ox3E ziUn&KJQ2rnnUrn>;_{O=w6*?olqTiIh$EMEFF1i8_5QvA_=_PFH*9+($#z1t%y)#x zJYsqQZB!j`Rnr`|CNBMgdpA>n=@i`vU;wEf#HBBlU~Ai*;9h_{R9NcOXvK(z==M{J z9E&Zx0{@b-#4MkuQ{Z%Fkf_p6T{i|z^w8MpMt&9o+BNN#%PwLj^H%-?0;M)R(AM0$ zf%=D-&R43x8!u$p+pJ7KQktZuU$t~Y&WNC#amHMHr$MpJpIo&ot)bnfLdy~uqT{P2 zr`u*{h+-vVg}XQ<-?Xa;t7EeGlvQfMVf?*~<>)XSyy$w%7Y25RIb6^LxPb`}9 zmjs5j;T9gqbt+vzTP2eQ6#W|Tq0-JveCTr&=d5r-y92uXqE=n@@8&ew;Z-Cb$D@cR zfH>6)dju@B<7`e3?9=|xy+{B;6L+6JB#DP;5^*<&xMo?tMtHYym}9_L@>(JKl2(Si zVsFv~!eW1(Cy2XO-?AEYP%3nM@NQIyUlPeE(u&}7zc!>Eb5;Pyq5KE>3^r~B0SYd< zDgsL{nEAiOP?o~6S319SR>TcrmKXiu;wo^9Y;M#3=dBnW`<-BamcoDQ-t1!CMiNmj zZx&In$ox<)2&_wkfr|;)GlBciN7ZB&YwZ1aA>~KvZlE84KmVS69&|%k`d7&pyS#wS zfjQW=@I{*mq)qh<8)@851W19203^&%=2LOqcnVIT{Y!;5cxziK- zdV}fMC}#vS_Zo=*_CxA})Z34gtR~;a`y+;2ERu-d`K*6vC^DUt%Ao_+IqOBaE7AXX6~s<}7f7S< zqG|At7Yf$uABX;`0~*h)HXi?EwpHn+k;MQN;?ED@Bvjs$Qx`&|E|iIB`>GRTI7!+X zoN^0zxBv|E+XF<-sRsIDcYvTG3TGPVj|#D*yDmfrg}S(vGxnF#MWqPPD>M3QK(#-q z)zCPg<)!dl)I3rvS$VU``r9IGLv_|H%6jrjsoY@ z(QT#GeepcNrU5=r{PTC)n5$`E(X7q9)q6Htb}(AL^%NO3P3&x)p$7)&)!!57(VG2q z=CL@s@y$PE&9JS9)3lBV+m%4EswjNb*HT+obs>MFd%3Ith=O!!L<5WKO=|cEzT0l< zYO-%odk{-t8&4k}(EZkZCjg)mfI#jFG-6BvT99EU89Oa}?nPh{FU-e-L4mNCM&8l7 za?D=A8G;3H=06&!eIb-KF%wCH0a8f!-HQbhQK;X%!xtAoOi`O>q8%XGFubAt#JT-H*>~4+P=R>!sz-( zWSL_(o3NR-dU9dg9KpF;8qnG_(9he}`lpxrQ|gv#A^>V=?p?4yNN0~S3bT9lpvu=R z>5z^CflQ`=R#keg#$=K?o&(jv<{{aje8r%2#e!y&VIni4?62g&<=?r3p4V+dJGYk^ z`dFgNtrsgL@JoQBfi33U7d*?~j3#du|D_5kXhhIiOx%p=G9gKDYy}D&yAWS&a!9Jb zjc$2?S>a^`jC%pU0YJP5?gW1^FHzrS+X$WW>kx@e19&{|#1NnV0Ms>vU4kWBJVBF6 z0T`ciT3KLJr5JIC*7>@oCeN<5^kH3kajwZddBL53^rnA0-{t+%0?lvyV2c}1^ZxGW zjNMW)v(}*Y)iH=j>CPM5mvt!_U+%M{Mjv|%ChAPZJT?vwA@?)1>JJiL z^OMPK^ePAa({-hFx6r(O?y&av7pLpJ<9fVM#f3nl6Cs7ZlNDtP0GG}0#x#ev{9@tj zoh#p@)4`y=MdA#XQzc-|mXt zHKrd%6PwtP<*(7<@-{1(=9!+K!fCL4E9xkV){ z_n>7_&SP25r&}pdPQUS$IXbo}*Y_F_%TPecegK+;DPsw1U|s*BuCg924w4%}q$d z8w4H2%(~p=t2rbA2#(?IoG3mO{SuSjN01$SWB!3M5S)9+H$#D@R(&I1q0wQ<07mvcaySP>(P_~*n3&8Ly-ZYVZ zfUh1YR1i_t9a^AJqS%Nr)Asr=BR>?z$q|CXZg=zV^E`%^Y5AJJ?ugCNc6O5hH8mo{ z1u7&dqi!*PQT}lLDg7=XXdBjg1u-)RVB%!?dI9l(s@v#-&37+W0C+KqX_xSfv`;xd zM`VuHKw3w_xB?GVoD0GI5Dd^8{sZ!^r-1YqJkqkdM`O77Cc}X-3a&%<-~%P)96*cVZsHXp@j{cYbKwsQG%f} zKXBW_FgxMM+wf^9v?EoVlhyC8R_!2ob zR8TJ_W|@9M1qtnnnoQ$ZVucNKerE{YJ-C=&kUlaxi-^Fvl^mCt0kc#yM~bt+B4;8w z_!2=(@UqYuGCh<>of+xzTGp?YluPZEDd^+0`#@h-?y{g-vDdg@p5gSdR!JW0)8b^Y z+Gy4F@$!9SHp}OurKIF|t;J#KKmY3SY+0l;>KzfEL$kvj^VQ{IZMoKHEK2Yrc-4rW+ z+@>{?67c_iZ3MsM2^+?Ep8)xMq5ygA^l$AE0n_8DB#uy&8I)UG^jiO4^y?hN*nVc1 z%Vd6m^qY}8gO}A&%c}uFi$x55e+<)si$EZXe9uAjho2QXS{2!9Su`WsRrR)lrDkJQ zQ!sqi?$}}NSH8w**DSGiILO9xPPD7%4F2ZGUh&idMnSjo;#Uk8X(;A%=MT7C8ILVx zg8}WnZsZ^MkNFHQ%m#t%1}*GfDeO+64X^c9lHMP7D=iKNNW|JkySuN-r@YvVl`D;i z*^oRv3qTS^7rJ{L2&n;xM(V_6OkZ%NW~bvvSRM4kxs};Jz4|C(Uia-X#>caj`&(JT zkF2hb{RQXr1@rg2I9cbjrD^-~@F?f=REK+7Z}WVNlnO6Lzq{e zl7`y`k`!n?w+))55=-rcb6&k-8v>nH>jMC&H#O>z)1j18p zL}$`ZNfCMd4(cCac!p%SSdM2Wl~)KXb|VRI8FZksu{|Hx-w^SwKi?c!d60>D9A9Q- zn=IdsP91bSJ@#*s4kxpoch*K&bCRVy) zT95L%c9mZK2GS=0K?-0avE?r9QeK)E-ztgNru$|~jedXG5$IRf@)0828RH|3BHy}A zrb`S?YGRB#1{A!lt*brRNFbxdzLAp4is>((dxvrS24s18czI_{*{I?|^>t_yXsz_? zRFSXkqIOtXEXn%yYh1H=lg4UcFSld`vU~)~uaA9rczDAMglQNZ7;12SPP!eOh=4m4 zjn4;16cFdrzhnMHGFwYyIz3nC277lQ)4Il1 zZTWq6@86_1F)g1N>`o5i&G0?wHaKl3T_{((=*?QyYwvHm3&-9UGDp(ei!aAhZYR^- zJQgcQ@Hs(N=ISjjmq8-I4;eh{b|3BKHRxq78OgTShp?M(JkS5`&rcUpILi|>Wcxe3 zh<+j!FURv;@>qj!2&yeho!En6aalx<8YSGv~!}yXUe{qR_*Kd)Efms%I-UAE(>cv>9!uy5O zm{P7AA}PTy3&UU1(V;mH8+IzIqZoHAnRggXQFTJ?<*}q9?~*veU4<#m8$FMui|J z#t?B6R)wHOt@+p*J}35Ojm+!IXmg*KKsCE+SmB5pR=s zr}Oj7F{=rZx2L_Fm6qyqvvpnMfHZFw-=|4GPRgamJCsfB9Kk%6PySik49i}15^1pU zH{Aga7R;O)=4l|EDo(76L5jG8)z58+7qm3TqL;Qwom5A`yw0MKdRxZ*>T8_OogL+` z@k{@4kC*H#PsT^E```|2J-{V_S-`K*XMDq!4V_^vs4FU>PJXSvNnr!g%=m>i1Dg8M zQgU)~F^&Fw(bd%zkZMLl_x<8YpoZuz7*CvItlbBjDpmOO)a;wBORa}PpB+M|0j;a2 zfLV!EC>=@gX?8YOH@%BYEzKLtVWIPOWW@ja!0UD}z6e+zF6S%fZ9;26`Y7~WoQ z!Z~EB3x<~?5?!T$Wrct~{iavlP`XtEvBqnsPr3OlD6q+zvDql&6TOj_9iOw}X&e}Fs|{)&fS@kbqHX}lme=L1`DtF|*2OaIdSU<-I&zV247|&hHfcdrTS8Tff&#zQSs;;^nMk@Bnda2+4l5;~8^;^Xez=XG8%jXFs}R$^ zAIbH_R1IZ5d-rlS4OuU{n0|IvT_9PL-R~#qTmYLy5F}q#D*eNZQ-B=`;tKEE=4<89AdBf%>aksqItYd>=;$dFgg1>)Gy)Rf z0MENkV>N5hRrWnuPInOZ?`9eSyG*rgboiydeB`&_0M&8B^F#c9bce)P}m#|wx$ZZ zR|x(39-!tfFbg6R4P_9Cy!omxbWs{#{Cg0g{e#X?sTRN2{-Ts!%Vg2>T3EG!-?S)Q zaWDVqK3>rhyP=ZRt}*Mle~^7F=W^Q{jsZ4;Sc5XVz`ahZlh{=U4l8xr( z=L2L;Aj$&Gw#nLv_i{F#5=t$gZGJk)@v&DTAB|Cyp3KneJZQ-+K{2TiIwsE&6-pj|LYN1C0cI zl}F)WImT2ucVDJ(O`$w-5unPM)lOm~qEI%H)|4D34v8^gP2)x|JXNBOGw6-c74k2~ zVS%=V=_K|PXkxiXjoIeME4;D>Wd#Lvv#hj6o6mz_ zV()r&pBi;Wt*%zf-Hj>j`}TO)52q~1xhzB?J5tLtC97#Mz&!(ofnsXIm5d_C8IBD@cbSPeXzq!uKd1|Lg%8pb2%qnW*$% z+Khv=3GmZwY=2b_bPd31NBn{)!$(D(?(lfr=2#8%zG!O-Vu`RH59*G}CeeN++>9kODH02Kzl*{{q8oHoyjqwVLJT9Sv`kPD2`` z^X;gdcKSmn1wRR}Fb7kTvCeu`W>wfI7i|_)h!ioc*br9qN|y+EUhpk}+(4^e8ab6V za+d8n5YHw-!uP>6eIRyb(VuzrwOLA*>{lm>vsMMv<~tqu5OfO(sZPDp73ewyDd;FJ z+46VA2J9g*ndfQM|3Xp-(Ln4{!}Gi6Oq5?N3xMBpGn8}`05BqN{d&5GJYu#@%P28V%%$JbTx_V$h<;zvV6v;9$_41WYMn$61n z6W(q;kC^qf-1z6Tv=gy=>#ZsA^=2pNt1pw);!T}P!BTC6F}yP40%JK6LM^) zb~=`o+D15c7hb_`e%V>FWfJ(Z1F#ZDP?iX|4y5)cvi%Z;YhR@%=Ap@{KYjiEgM6%M zRwKut?(EtN4JGByw-eGH)*3fj9CrtkR4P5~u6JV4sT(g>8r*IVF5KMuIBhaN*ImXe zD<+$JHtH6O!1HMknrla<#$SYDgXn3k#sf2zpiVT_eX9V5Y!PKTPFiK|(X$ zOGrrk{{5v&7~K9V*47sq@*iO3Js6r&;xC{y_bwA3(us51;#|r@M zYazy9z@SL;>7)$cTe=yu_}p%;w)=qmSvt3uxwyH!;k)MR;Kj}7b|=Xot;QeX>-7I6kNh_vC@7YzQ)hyW)bES->nes(+`wd2 zMw{G>L1T$|6^(`W-qv*;C@T%PY{xr1Ol+2zJmyPDBM`T4fV&rz$^SZlt&`5{a*-CM zqY{xkGLc+G*vxKtx5zR1S^->?HTJTAHJGzodGxyppdKL(&4mkgJ0 zU17}n@sNav;XY^m^W7mgRkFqfl?fRmA{P}Wa*<_wnIEi<^e#k_DNZyun6?U zZiK3QAd#!!1i(_*Y;Tt12o~dayfF&azogp&aY(ASS(k33?H2u^ZC1Uvj;b0X&9iTN zq6D=)&z1zroUTC`fX?%_-FAsYASmE5TXs>InyzyzEpDX z{s>Y{Qv7FpbZ){{Tt~*7?`_Y49cLqz#_%d z#2a&?p;NET9xv7<7SnHVzE})P2!Nxf{8^n|EdRb-Jg&2i&(UnIx?VC{RHfNsfBSkV zvB(V=6PI1Dl|~H@C6fY=-`}TL?py))_oNs3EjS}2`L3hURO@P(5h$m54N_^L{j(KM zx$JRgBt4>s29fTu{Q046E`4 zhl77af1!jTuni3i@YAih>0bFK4_R`MlMj~|3@;myS(33boK@=fft&8JtL1q4xGua| zA`tSh@$+{W?LXx4+N^%=2pb+tD>;6eS~nXpo;$vdu3&1b#=UEAsM`d@B_iGrn!}?lf7uA zZE$3O!5x_5fcE?FVyUqqrFXGPE3M9EbLP9s1JQGr^WkcfH!aa;jMBJ1paM}ANeoyB0LGe}LMn^8zR zw)%G0h|z3O*N(t#yPtdaUyAoVh=_cp?NqR4&WDKC^*(2pI`Lwq<^92mB<1T}FTY2n zcBji^t9ps|X8$U${ z7$Oa@Ay0uu)XWhhu<4Z5U*qmK0RU@h589x9)#}n(_-o?Iuh$y@^p*U_FI6)Y_XEKq zKr+bBrzqBU#Xi)dmt7*=v-SKMo&_9_Zc-!I*tsS2q(>sCqPj`UG!n}) zU*(+BGHcRK(ZzQih?QS;>GcC~4X%|KBdU$V!n#xmAro|lXjE}MdUfGkXFdW~2_ghu zUi`FyQh9$qp0nkr;s5#x1WN7T*-e3d5%2{!pr%RW#Xb#crp&GN_Xp@3$}ruMtBNUT zvfkzA;0+q|*H8+XY?afMsK?6nAPe@_XGYg}Tt-GpQX&)2>8tVw5ni6~{858du{#81 zz=?v6cBI9I4d7hk7X1{7g%fe@+r6>@c10ayD~2;SeJAo{Z9blGe@u;Nu)TU^Awl`@_bN55 zMcXq_#>BmoN|iPw8-&ocDkUM|P6>WEl?_;pV7mF(ZrET1{F9a@6!j3$R~CPBJX^F` z(7Cd@3J8b^D{i*W=`k_j8-M-$z%_X>dNpQMI$XkJQS*ew%6NWkPJfKger}wEmSAa@ zoXLusXlZFhPtuH#Fkv(d`ny<&%o1W^I^7+~pJkj+<%mp$=ULCYe0B8g>Iy8_7Z2h$ zd9(NKpZ3kapUm3s2HI^r7G@PTXKJ5U*o9cZ+!xGm4i;AE%*x1+*5E11s20l!K zOuC~J6S2+^#Dr#Zw_t3Axacecu&?Zv^rozo8^Z!3acOe# zaD5s9%8AF}U|axv6sjgOlgJUGJpp8k9}pZYl9TJ0DCcgI@$mK$6eL7;dOIno!oGF+ zNBQ#DjQp1feHpF1(We8CKX__FPmjH`ztb=vH>{- z4*o%q>8qPGoL1{cSnu^7RdB=w6zB2!T&z8$rW(KjZRm}yE38%~gtHce@Wgo|D!n1^ zSAUs}J9Dhk{RY_36=Dhk39@0YAcN4{ajR9u^gi5gAK z&3jo_V4#Nl&cW>Xh(Z!5Wle>hCRwTx7L$V2jMCY|xOCGz1_Uk>oj^`e&(Lr_?((ki zQCOX4q*yNHMt?pMfkl#olbzq|1*7s&SE4|EO4-gbw35P*O?2mCn|t`~OrQYHl!2Dk z{p0QVvb3Z^qp7pO0Y3*9GF~L7Z|hz|#NGR0+2qn}w&IOF=YG1hb4vKkix^2LS((08 zVfiy11pLizaJb^)UynYl>@Tg)0nM_@`yKB!!};~$9Ecvd5C%QmPtO(A4ASpHS+QK} z*xs)&GBdTcwS^@yXw5G*1G7m+lg;JP*_!vQv7TF~jicZGngvprx4pXOWWf>a*0|}; z?^Kh5&OKYyKI)=rH~%@-#_&GPM5Yo)4u9V z<0j`?8pM!7uA2xW!eJ(4W@Z8}d2eZXIl`;R!tAVqoSbhhEQG+6B_)%N&gMoocxN*g zFEZyAJUO!6UzaDTjQM4^Iv}E%pP%1ZY3)8!KK?H*OhW^ko%4{Lo!;6ya-}_DC*^yV z5~D;piYOuK5CJteg`YAdPXW%9v@kn_z)K!(BSMJcPbJr;E@!H^5r`RrNDh*0zssvc zO$O`~STh;eLE*G}qnx!7iz^x$)(3GDWi=D6T3O!Or(Z7S^Ut_#`1TCCDcIHZ9qjzF zZQY+{Ha3DvPAnW1-Bavh1P+#LHVEtDTnyb^O_C6z!J{Z}v#YDCzzO%3H4;b7$-(ha z!{dIvBkJtTF~_CY#PUbehK+oF?X|Iox>ug&(q06Kc|H`+mPu)*Y=a{{SL3@!yHbyo z;)6~hYkeYE#>NdUIG*|wH=KVWH}J#2fV5&*uM0;bSD~5m8f-c64-*h}{hf(~hzSW1 zf6!4-81@Fh+8Smz>i5*MhFRs4UU4FBO4|O8`X|}xd~R-Hau`P~OC;cm(r|4mBXTMr z+Fz~puO2l{ITPhq5)Zah3x=Q_gS%y#hmsgy%1Ndu6EPz*wx9cXl=0R<+7yCK&a>8g z#DIQ`IE9tfIXHMkYx66O#gjSEPw{9IR{pKhj4jGCaZ`V2;PDLm!;raXfbOPxWR8%b zByhX!^gz3}cBSU*R`tig#LWs6<@Y2EIx238klj&J?b~0bv6fbrQ~&H`W!sZ@nV6X9 z=;+AEz69z{OiTo-16$G>KxRGt;zA<8r8NSYmgR&)Lqmr}Ahi3ez$#^kqmV9$Y3g0N zsDn4Eq)O@(A!c>|n{R>)>B*(a2H6!KHgi~UQ1X#8dcZ`0CqH}G_X|)sNAtU}qoc#W zSLn@pqus5WlG~;MP-rrFoJt?b%1tISot&K3+gvUI@fDjv6YP$d%hs1X+B6lic8ESH zxN@b=g)y}c!MVPaq2@*V?Bm3WG1E%r>zcOvd8(Ci9L06K(*k5tF2iEM`hhE3wOP3@ zK$B}2FhD!WJ#JUEwz_9Ugj83fZow15|C8Y+$wm!%eYEMrV$(zDxPUN4H>l*09>4pp z8?HtYNe`~mYc?VR%uKcM?xm7{gr+;M-YXo`GsinZjM9e=E=ydW2`16K9?q6oi!^{9 zvp-(&&w6d0Gy4A7^xwXjnVAVoumOV$OyKR!BD;|;G7+DtvLV9f}THHjGv_+&Ym6cCeu$cs6)QNkF9y$ zuIx89auDn@>g=8KrnsSo@!NY}w>YDK+L-Aq6+$Q4vn=fyMqTUauKvl3U9%5dvOW0m%aUQmCljF zL1+b!G1tWve#{IWJAC5>1xD?cMC2ajac~o&FLM4O?!s!`He8BaS&n!_lhtf>-9I_c z@-9^@_uXi(O5YQRV%6I>{djW1=RnkU-(pu%QhL|kgk8%AiV=5eCeF_jFe}Pk9PwcS ze>A@dJi?|nzI)h=k$$$l`oMX(6p2!1Z4Rk_oa%g*!fEE!eiCE=a*PF-osSTNzmUi` z{1XAFRr#GQ;PLuofQwH`5>)QrCh*L%xtHeNO|%nvv|LvBawHVp>iBHmyUn_cT?2sr zp~1A?{nbv7mt2OKj_No4%%7Ds2gRqgL~4K7`>3OilJ#lsjO&g_?zVpTMvbP-!=#!D z;G}9s6zb(EjhoWXrv=o-f_{?4NKy6GRrXHlc|0cefj3}4=^zgMJk3o(z?&ycJV=qO z{ufP^Q7dJGE=ug&tDwK$AjuoQ^2XAD8TPG%u)f6n1~~y&axtTnFZAd2{pliwf=b;` zl_EA|i#v3?({F9yWRMknzq?4V2i68a>G(So7#oFPN&{_5yd8e@<{_r_xd)!2g!t4o z@bOlo@fnecqgX?WUo!e}?g$0Ze76YdCaF2h) zM8MJJ2h*T4WyWS#FrBZ|S}TXvw-nO%E9b{lYKZ_Lh{Rrg3$^(VrQ;T4JLJVEiD^(2 z*ieih@V#%_-@%S-_XJK$RqUeo9)d8zsGbdZS`K7~A)jOcytrp5k$vp&u| zGya=C6u80l{h}c!_&^fD5n^h(G!%~OaJALb^cPIdW4kx738lSAjKszGD_xQ6A#`D- z$Nderdc?e(Mut~0=_^{I19;l1Ujc_eic@_*Z`Vvo^=eD?SV8kD)oZR=KX~CK+3wav zswFQr1tl;`<|T ziu$jSind=k@q;a&f9tgC-99uqTj!}}+i2}_csy9*53tnMNlU7b#<(4H)?8XCZKd~ z;CBJtmcYAgW_G;Y7YvYq|CNORsZ@GEWuc{oYebF=2d>CSlCgm8*HG&gjYk!lB>f4k zXig^wxAB@V`QR0DKf*#KBbRgLe;i#? zRHkj)&bD1|wr$(C>&a7-t*ItYwkO-1Y}>YLvgg0Qf1}k#JFR-I6NgTJM7L_p&8`t- ztrWYMPw zF~1LN_W1Z1xMjCTL96tiAcIJ5S{iJ{m6D~L(u5`lBF0E6n^9sMsepE6-CIY;ZhFRn zHc1Shhj7iq+hj#&`6DV*VQQunk-M%JAs(o8H{43UvWD`ffH%_uP5dy_(j<6h{?8o$ zQzWo3g$t&PcRT`5?ki9kg(vWb`w!bg$BSi?$EU;FaYycgRttZ;Wgi9TIs|5(PuB zO$`kV`T1m&5qo+WYZ`iALHet-IMF-$1>-&u@x9H@_-^6mAGkL&s1<>}y%VtRd`%+^ zB3~~Ds5rCoDwjzr!T>O@_E**_Fn!vzNIDjR{y)*86n2bADCo9R$Izyex}KR0BvW)W zv^wAC>+Or6+#*yW-vwF-Lt0|h~KHTI?_J_RI}1jR4Jcq{GsKQl|_5{ zWLWY`P3IX5%gog%hZf<#-a>%h$6i8CQn~3>qKY!0-$oo%0 zGq&Xkac+b^w3TZlZ3~JYlrutITiZO=POebXoW2mUj6$enDD^ykq^MgylZb(Io4;nG z?U8phDJs|2D|S0>%KAh6KY3-L{63U#=bO?pU>TdGfrQ3IgZOP#+_N;}q2<>ZzzZy- z6--OD_##$YG>cwi;`7zOjlDT_S)N*W-74tvN0IKSIYDhl z{|@-Xeu6?CYxOh>oC))@#Ly>_p>XeRrpjJ|8UJ{XkTTl!Myz(3%*N1*2J-%)qJN*6 zdnH{LWWtCa%4eXVhtv+@&5zz$jA1xK`eKb&L4;vs+G5A_)cU`TpM5QyomZtE+2sYxB~4N;pPYQo#HKviiQUE9M1%q>Q*BEN@$PM=YAYf_hs1{w`clLT3K6*G9^yZ z_Wooah7)b{JmDtiI-iVK2`$2(!>>V)i$|IFRl><^K@RUm%vC$K$#=aGoRgG*tgwK{ zt}9SN+USAHYs_)QuNkr(v)JIHQNJK9ZQUEVuyvfF`9@2a_Dfqs>-BI9llE5x>h)Sg zE%s2#h29UsdGBrGT-9UYo)OhF=vjPs!>)1?GuX`jWFD}rq2Kd(`i3j$mTM+ocT0i$ z##*1I5gr%FA!=F^^wO1=CI$B^nMh1~UYQ_fsomb+8a}m8QcT=s6Wf^zblG#1W=Df{ zY(49psuopwdCb98R0y0X+u|O1z8{Aywq)zdtyMdoF8nYL~U6eTLkU(BDJWX+wco->Yl5W?eoP;e!TobYw{XKQ4i324iC806A z3{&Id2(}=rT9%LK{X~2Mf~Qx0FGTK;@Be6W$0Q*we4`9tPW`u&kx>u>F-C}z2GazN zb{fYVqWS&!fOg?_K7H6cl4N&dnQAP!6HrrCb$NF*p-M&@;c1AD|vKzL3X-Prjh6$=JPqOiC=;G?6)`Uz>mKp z5=FHJTvMiK(v|b3<)W&jy_d$B+z~@_2g2-?*PD_6$)kcp&;&?{s>STDdxvRg(y~2FyMU!&j=rn0O1` zMkEQpcG_N_;WTDhjWyrtJuYXQ&^p-$S)08CL@jBuC*)g_kx8ql+$d!*f~5uh$7{gr zs-U1i83hdytV!>0Khpvr0*1^HxWIl-#xXTH`Qj%`q-|o-6PV4miUNWNfVk4pLJf3( zco<`Lg<1%-gvEl)F^cNk6Q3kUNvF|-sVY;X?Gd(;c+E~N-uBxs5 zW>dBk*c5VR0;RjcjcV=M77);Fu|1_q3Y{%t$ezvW6J8ml5L6+lusvwbmQ8X8@+ry? zCl_72EBVOpyI`jIe*L4g9RMGj5HV4qasx z>aL+2q_jyAY)-gNQ2OnvH@U;T;=rBB1XBw>BFaNXV0Yq(4O531DOtBQHg;x&cXe_> zk*eo!Z%Up1M8V?_fAOQO(Xkr9EsBeat%_+jF;0fEU+CJevew z!RHL4a(Rz;3cM{Bgj^L%oOn#5%CP1|1b#(IVwE+Dwi#TF`_t~vY^BHli3-(K140YQl@bxH-UKI68 zU)$ZS^7MmR10-OF_l~Ee3y$hym@$@&Y{?(-X&_1gIjpCv3zqU0t+WaeBN5}_=0=n~ zCv4Fb>EOzwmM=GolW6eNwp%ux#WU-0wSdbabNwx&;}6>vk}!jV@`nA&rUf^j&J;Q7 z{=u}A(cPMo1K`V;X50~!AaD0<C;a2@T<*q{wz0GVjiIQUH?^G0N8Er~zXcBMH^P}1j3~%d0 z1o}sxH5?Ln+a(QUYlnlVBZtlANBy&$U?63Ayl7Zi^%-#>ONfbxe#Ko#paH3PGN3ec z$%Ht{pM-73XiWhNaa-d}1f43&r7gmUTORZ^mnVFVtCJe2)#?h_h!QHbfqB;g^zDO``B&x%OT;|^jIUFJy!-&B^i8};d1oBpnLcjV9Z18+~ zS*Xz9R1JF`I+Elvp;G4tmn=^-JD&YYsZe*L2H8f4aJK5l1=CjCe3p(T<~rr~Cu%?@ z{re~_M%{i#D{eE@?{PYqMvY41Ed>12+Jw<#0yywZcEl*fUi4lBAqq@3hnDT3B`YSgBKM(mlH6jWu|XeOxnk zF(D=#LE2@PvV5s|3k-CrtmZwyh&tU?9AYb?F4TZrCJhDYpN|AaFw_at&YvF>=C3O9 z5#%Oq)a~Tt#Mjf@?s@{8MWdG~hW+5}f-YvuHByC(WEW~w6mPxARN0F$ zvCeVd1^@utF^a6s=@&>YSXPIV``l~|_XJ;Msg!M6M~BXUM|pSmX7Y?tcfA+wrx$F_ zo7Vw%K4*E=3L7Krg*@z$8EVzFa;nTUj_}VUtZDWS~DPgO3-i zd7`Xuff2yzG{+34YGJSeWB_-N2xa@%@m-MTCexdn7(CS5gELfAHSlL6Tnpd|H>58x zrnf|&b;8xvuppQG8UqspN>fueo|W^phzz2;eGh!?sb*jFYMYD2Kh+H2XCx#fp*A2a zTOuW|YY|i>0|Nv6VyL|Jsr*E%BwkEyeBH1CEnTbZzB9wyUgn#C-OO>JReRc>fACtq zPB!2p7%Wb(m$mcWsGyf7K$sv$*4S#WnL~q+^kMXMT>~+*aZ7elrfk8?>oA|{9euho z$lqy}C83rjKmWvra<^6cQ7KhnjpTx%PT9=c-M@UV@TJ})H1VsgJ^%NS^wHZF5p1&a z?hAh#{qjHbwpp-gi#6r5v*{i#QFF(fKvYk-Q!jTNu24>epg*eteK2QY9)x3CjZ`_t ziI6e%R{9f$BzW780Z~R2&6Z{<}(^ zc1}fy-<6O0S;{4%?vpp;i6Bl>{pNoMW&YbU+-taCQ+JCnyljaY?4W-6C@a?9>7N7O zN(e6!;DYZHAkIA^WCm1m(C!W3|AU!iOGrtfN|1e=-^!Z~60y=%mAVKgyWcB_al_s!v0^VO9Bi;0tiT?McA9RQ*^6HHZupb9pCXKMAv zNMudM&dueiF^fOd7a+p}KlWiVJ8Ag~jvuO~n)kTPeOYRPuUgyIu^<1PcDiv_nH715 zB}UMO)2z58GQNiLbOK%f-;sbGRqeLE@XfpA4q(mIT>?yR`r$B2S}3H9IT4>nEEKlO zP+2y84_n9Z*x4>a`{@?_xBhXjo|oTiqb%a13sL$ID`PzF2fxR;Vy&s>DHo&3QJRvY z!G`tuUHF*oLWs_8O)V+fafH}8nqo66)Eq!LdE|DtT^zZJ-XDNwn2p;n1%#*_WTZCt z!ZSwB8wpq}c}$LCXIjVF4`Y1c;)Bew($*f>?!|o7Z4^P z!H;S31e>J_t#9KqaOX=?Q%dcJcD=S6HsxGk1Xgii68-HWIrwgwI4faCtv`-*OndSd z+->7OL$dmRh9>@A-yDt>+3ZX*Qg8Uv*oZXXvHfRbaXW5i&B>mjwyf>>UL}BT<18R- zcjF9U%o!4rSBqfi*Eko*+X~&mJS+ir@?c`ng=QDr zCu5&I;yCv|xD8v3hA`3&qlHx&6%6(eo2Q+g3^9Q+{hQXO?>#GNyVut>neqOt*xtp z!Ft0HJ{L&a-Hd_MyfV-9tofvvV?vY_A}uFXut8Bk$$cij!)l)B0N<_4w?!l;I6gBo zGw44oWW@}!`PJ37z>}7{O@4mINn7@@) za!aa8JNQvj=B~W3^}2$x^^j?OwXAGxVtdkm+wI&4#7xr2vn-Rg_R<4Qu-ql_x_6wm z-OKDFJ_J-p+XSDDC>6?^vlq-WmMdtG*_z@=?Qf=MRaX4k6N@G~1mrn-wh8NSOpRm?5uYK1%F#Ch*n)Lq-2gFY28#u*%6P)* zQ$28bZ2UV~=nP8&2k~Y|DkdD4?AOkqjiE4bD62ao&Z~icMgu5FZtG4_D)~W`ray-EVxW^$M!?iJ>B@PAcYxppcxC0X8Hm_#?(0zx+mKjeavW znBN@f0Dl+NVf#>7V7p}F*D|9|-)nDbO2%E5l9m?QEuFRu8pKzsWk0tPBtfN0xt0K7 z?IjIZC-NP0*1o>o*&hEbc49E*#}$UD9pHRxn|e8XOu_ag5rN?+)dKUm`g_2VE9CoV zKR&vfQEnMebiazZpMH>80^Xt7UEVu*u0wiIZ78i!B1?&};h(DD5^wJkZ*;BYJY3bt zax3AvI@M#=b4wE;6GFkovG=V;-ZY@ zKj<>Yv|^>QHa%x40crDBZK8H@PIl@)>5VTtFEGVO-8748hMWq9TnA1wXcn6!y_dK_ zBUk~aO|Mup(Gz=~Z%!hvC2y~dlM+-4{GB?UX6T*vjPujGYribw^!6p1VAsABWKkmD zpvcv$Zr#DU!Ot8PXGE9CM+^CyvHc}iM9C`Fu z>5O+jL?Se}Ro_|s*l-Hi@G0vvLNr^FHOf*f$~<6)8B;&Mydw=`WbAxjh|MW3zF;u~ znOrUjOcW-~YGuM$LU|C_s0RS5i`1(qfn0s8OFKHJ{-gkDd#L7R??b~^Yy&Hs%==eVH>mcUugul*>SdaX)7@evp^hkk3MVE#rg0t`Kw za#TrUyJ7fv&a;D>NjE%+P72=@VMJv$2$;+Rb$#CZ<`eHqg|@&>k2ydsc>*gzW-`F# zHUGoIijmqb0>SY9f`hv8h zT+t!AcEcpe!ABuVz?Xp|n&%>Hm*Xi63nfYtW`e;JyI!}ie!ZMsK}CI5Pui#Q{Gr-c zN+95REU=>|I}m(9_bIew%DYU=vOd9_0nlhKFoJjI+i!Mh2&s^m)fz9gHdR$rZT>qP zTfSIfG3oibd%bs;iO1dU>a4j4^FK#%*_4}pIa18)QbUq)%&m-!tXH)`I0+4jpkOYV zdkR!G1nozcAgz9XYO^A-XI&|tq2#DM+{HLFPNCM>IB^$;pHR2^0qj0U5NUtSPSY)b zRysc@Uue`-GM4_&jWcm)X`;+G(51PyO#E!|~rEW+@d_Hyge0IR%bLOB50N>=VD3 ztY>YjjHA=hion%ro0^l7k~*^x6PT9KpwOy{Vux#gQRZR|X}>YA|9Qnu4J^O6QDWK- zHq`MvJ;}3YtwI@S$q~tOsc;`hZRT$00VmC01BNe7ukGx=466arVdUkqmL-O=#Xtb1 zfiNWgjwGmw2uX_iOeikK{1-Jf^>(+vLF6$YZv|QfdB`)o5rjZd8RKUUgw&|!JbrBG zKu=jGp-H6me-zG#mMd=I&w|c;ME5uRfIP76@Nc^Jl;_RI-IZtHmp91U+syGQQlr!( zr;5Jq={}sqVFA&>aF5x{t(~!WnfEjz!Htkuj&)>md1?qCPQaPL+hP*s|9Kp7VcLnO zoebu58M8X3jo3{(zB068*D|SRDTeSUBvoAEY}RE35?APEy2)d?W&`{foZZuB^^Te8Nx#1YXRdV$n63{j6jUZAKsUP93;Afm_nEg1)!|PkS{Rjjl)x2bp z5Av1zZ@1QvK|I0(%OXRmJ2%^2g;h<>%@_mpxgtBh2gB3L%Z|lV)0pP3dlA_YGy!6FhZMmXJAN)&P|&|0m|5JT4ApzSI=5LZ6kFR6}EdXAb}IJES+DwB37I{>F_~ z;p`3oHDnE~HL%~r^I*_6R&vU{#n)3b(l(IcFb?LwUma&PVY4Pf6Qe zqF>gZB1EZ*_84zA!<2X^r%9UsKG{$EkJY;Ec5>{dTqPAeHn39enY>oPl==AU(Zac+ zP50V|Kl{1Yl-AhH!@2M0J>>%FOYvIdm8~rV6|(By=Ht@FDGTQV1&tl#iKTHi7@+>| zlu=?T@ckbD@dJY>Afdb+@c2H=0xb-YFEuyf;9AR%Ef{o_UmX+5yOXxhlK8#{x zeHrNO2nYhY{oer@y_A3*u!@3b@?s0RG5aCyD;sb|o~Qo|k4agS@X=FJLdL5usN;!+ z8))wX!4`1H?+E_v*7k52DA<++@sa{vgBPE-c-vxM6vUmyl$NPMY4Lc-!F!O}&Uocv z^aOE=LV1zz(RZ4fVGY~TMc{h~VW=tQ>l*8$$ZO8OB^{IhNoisH;OrUl6UQ+% zz~4d(8wnOtZ3uZ1t*3x|wwx|$)+-t498Y~v4lFn{9L`8e&@NXr{~!u2uyq1IUbg9% zce#WIYX#cIoUj??RO-;aY%zv#o(g%wDJQ)w2qS}EKI`}NJ@x8fFKj^$4?)i+{XvY@ zuwK&a7Kt9A_O^f5Y5(Jzl~$v?@-%&AoP5s0`sSjq`tsYK(kk4|J_?Z$B3S;ck(6_T z=~=G7tUS01#q-;4+Ht}ZSWhOJ#h0#t+d4D}_we2T9_0oCoR3I3kP|@PfA6PIO#gu$ z+^Z55&^W?Gt|}^MGD;H~NYZAxLI=ugmR`>VD~WC=fWo)5JS{Q!(P=rlUR-9{zvird z#NqyxF;JIRj?HLI;PasSX@V%2WStPKMY-m^?A&maRzye9WDCVkmKn~^wkuC{Y|dpw z-^UM=O$!V{qIFuwe9qrR2^26??j&0Di}Qljxd2gUl7AodMF?d#5tb0J*8l`|nIWLV zRKhfYoWQ@C_(Y{D(GTD{3>6LdA6~AacvR>|=0+md!daJI!UPzk*+nyWyoqzI#c||a zlpv?9FgjvMTL#>QNg7Wnz_50?cC&EXa*z2|W~udaPRi-<-m7ca(m;$UvXa)~%rlY_ z5w};eQ!LV_cED@?37HWPz4jGWm*wr(Zl#|^Ssx-4(9Fpy*jQrrb*7+Dv!(a^p!HR3 zP)d-cpP4n2%~$mMJ~&Z7dJ-kApC+|23#hyRn*g<;i`){LfF37hT8}a7uliHn0*TiI zvCgTuPDBxe#e)=U{#+`;3o|NlDq@6OhD_7TVV-1(32@Zq*LuKy0g-8xCJeh1irLlZ zbmo{+-7obqG zaMlU@wte8xW+M8O4if^N{tJkH-3xCdjI~Go#g#8*_JA*RB$qJ~@2)0x{$``caJ9_5)$+=Wf*0T2IX z?c!Mx9?HNN&dw>kXo-LI&{uAFG?$U>&s1k3)||c0*$ZRW8%IO=_vI)fGBj5> zYedbhZ2L@Ee;LDI*)dc-_k&(=gWzU=tJ2nO&Ca6b?wL^K!&-8VkMWY_%*pIB6{y0= zaBJcv$Vy6F?V>(hJIEBx{ON2SGOsTV%bwy`!gxWiA`gl|@fP7b-f^GoIjDQ-*6^9? zcogAWT+z|g1VZ#q(jqrla&c3*r#hpKOaif+3g)X%Gf&1l`+o`njagDH!aMka&dGLH z+hv%^%4-JpOWkn6O)@E8Jv_;3XThO|3oW41{v)S=&*9aaa?jpzS~mPosx8cJ# zb%7(%C2Fl+05mWnDTQ$3E9sgMb?LD>;(i;4`89Kkvxz<6zGm`y5Dg@RzI}cg`TZTj z{ik9^stoxB4pXZdCm+b$ToqNr{p0N8x#yq%%k7>ehFZ>nVqKj18#C4jQE59!4AYU_ zose~1uz=`+m~%xkLNd{!p}>)`rt8H*%rBT(`@}o`_gV$McZ~UZV38x|WbY**Q(Vg$ zlw;#xfP+HLO(WSB%0;;n^u5GDvugNl2RMZQwpuEo^OO6}t^Tv+enq0Y(ag$|>4aUD zPe(^`=HG|21tq0el}-|0D=j{3j}1#BPQcY7@~>m7%N`gFLmU~^NTBMHCM<2_@l0{8 zyswo&i>*jt(EO01b41_iQ{<_W&;#GW2$(=Hdy{+4$**j_uK3l(A)ac|^qefj#At%S z+v7&~KcJ9Bi@@l#Q&S-dewd=e3;_)sNszQMrg1t96+qDHMz0vx^|u3Bnmaq+0htV7 zWCO&IfR{6@P}j52XM0IUOhmJTx&5+-_j9)6MQhBNC0`V09;z#hJ42WCVc{NsUql;K zNTw(vYzRxKZbue;;!IH7U|x~hR+3a!*ewZ8F9IHybSR`_ymkV~fRmqN5k-x{lO==! zF{GODt#-jnzkc6?^8C4hk=oA+EuvaF3DR*)nNBfJs*6qp7~2p^Zp`0t5hzfcX=;|y zVbA4C&*jAP*&jqUVeT=d znsfuS8n6Zt4U#vH=_YWjlQ-*SI@6j89QPo*GF-=O``UdXR=te6TrO2^=X3yWfHEO> z_O^Vn#7!F#opZyNRmWG?=akyX1BE`h+141=Lw)^mD?rpf_%a=78jn{Q;5d;S&80br@r4nA7B3n(Al6M| zU;_v7AghRJL1H+X=el%H+6aL4UZbdrfx8^Odo-^)VaSe(m52AUMI8CB7qvYw%Xox@ zgf6;o!^-@Lrn_`=%(>TmxFj)b_qHT@=Z5iWj50R2V##zqN;If6a!YL_`qr4;99V%e zXtwDwuW_c1(3}AnFu%D(`u5x(Yq)mK3T_Rpf zgQt1zTg+;rXMSfpywz9ej~&sdUMmF5NTf4Aw$aD@~3sMF~47j4|QOLLkq=|#N$ zt>sp0D5Qs%Gt~S`LC%srR$4+X)i?fwT(VHBH)e-G-xVq^kq$}eR2)`JqwCfo9>EA{ zM%2-?H8K)jnAoVG@7*A;cU{yj`4s|bP{2={8h!2%Ge)9CVh`BCv!ioYSw6-Duc5q% z?V%e=WN-0bn>;b$A;^%_cVeh!{~v0$K9;x*3*kWSSc0ES`q>M5Ij zdO*-uvf$Y`jAMi6TY2AgmdmI5va6Ahqfx*wDg#+n@V#g0#6JBcgy&IcN`J>3MzCp$ zy5hde6y(+G((9Pt0m=mAgVBO;HOT}c*j;1@3+W>VcV2?PU6}%?Q`7nrlsRFs z*aMh11p`iW{l^4OLgM?eI`o?noVbW#6LbektW{)$IMRl&vrbu{mM^fF5a~pz2t~29 zPV<6NwyiO`KaKG^5Q3eBf4RdQE#dhLl@SRDL47y-mSS(%xlQpO#N z_104a5p71+F4+60MR$70K=B2HC;Z1dCB8GE5#5YG#?lsOC4=bX^`Lbxk>y1x34E>r z^t*OIG~ou1%0ycA+R?_G8x5b5k0|1=^~Gm#9fyr~aw+6=)R5(OUAL0eC7XHuq-fuK62N~WE01xP2sroe2}Ce?cDa~ZKTS+^(t%RxYi=@yJJ#jIw@Q+Az! zTHl|OqU@u<_ZUDP+O_Yq&u>q)4f>mm+(mbR?Hiu)!vS5I1Pm9#&QOIw9MpiGv!{#? zq>B9_n)+c!khoRg%m>uX$Oc;IBC3IklW9aJUj2xp&^fY7EQx_$XHu#~Lwmq3T7Fwkd4@F#vO>dX^O&6;w=P@WRmO3>c8 z*8U;kJ=r1in(2q2JV ztIEsE4H2LmS;G3}uwLxphuMc2S)+Mr;kImT2%~upNHRo04fl+*L$m1;3N?`IYv%kU z0eYNsv&<;7NQyL_zvus)NMxZdvLf!x+)bQBIE`4uNf8(LP8|V`!6M1w)Z0?01Lzu_ zx^(LVzeS5Pt~_@YU~WNJ4fba4A<_75`}H;c{(SwU9mmDR1>~ND;rhnsG{_5FX)azF zJ`A>(0U8krJ$a@fF62D-WA=#i3 zTSCI@xW11-#GcpBx@#vdmqSY}Wr_C=62?Do*#>*qezV>TICYr!TQBK*Dbg+(u`GcK zRZ#pAeEsa~ZqEL7++q&gaM=KE40;5HP@zc0E;RTsAy^2S9RfvQ3q{=2W5y%$%0 zWbV&*138Q=>$N}|b8lX5in%xrLH z9`xYIf~>PogIZ7WGYcNWx&QfQa$O?D&pF^uzgU4mpcztYw6cBT5CYOQH*OVLzPsaq@Ny5 zqyZyc55m}ry=SVvrLh~m4}^^evmav=AI!}Di+T{;sCS`71I|dUBKh}K#$LL7{6h}? z>mMQCp7RL9dl3Y>5Oely0HhC~kVxY~adg3pu>IGi9jJ2@PiC`|+JgyiUHoodOBSAY zZ6yoi`IrKB(*swSZ$Jy>3>-R)BI@1^uMf6O`BlZmM<;nsIc4P&?@{ZAuIsfa|60qq^dB_IAfg#?{A<;3ib&n>e6Y=H^x6ZH?(rxELeY zOy@_Ewh%EryWX>cShc;iE5GAOhYYGYe+x&J}m0UMh%g zpvhof%>>}J(G`3Ap4!Y?{$cFG4bY&zFvkg*0dgw#YNcHDZ~UJ!6A#>dO^zfA0+20c z0S2tCuOqJ0kB1(nwjiJH9%)+|RZmx!msQo(pQXP79tFQ`sYPdBFb{2|;)5*5xBwYO zJF_pdQjOUQP# z0-_e_dWktnC)QO6BGBxaB23C?iYr7^SVF{UZoB1(C9p+09|LAcfL#r;ewXsBwoakS zE8FtlGk=f9#a^ksDX*aCbFU~YG+%o|_I3n>b`}gb7L}xCYg0O#2rRK1k>0iK3{k68 zBNpKf2_=iW(G|DkLQ@2tk_NoF#HxVa52r#DuRf2>8r(vWq)iUMF*u(UR{?`g?0EvR z7W|`>TY5Q77JmpOM_sm9Q}lpDRTeC;DVlYL*Ym)EhISt{IXev^L^-tMf@n_#eI9Ip zAqDlv^dH~s?Hw4ROed|47v@~N?*rQl`r2bB&pFe(RQ*b2i_?N(d-q9aiwQoAHnB_X z*Zliq`MINUbOeImkdxTRYHx?L&CN_BTdycbEXlY8^5LM^P1AU+AW7!>DWZ9-isqpF z%uxKG*1ZKMEFIuw1ychHfQ}b6nDAcBF+G-O2elB;G;Y_Lz5o#f1AWyAPuO|6*riZ= zV%&?C-{_gL-Q(MOus>wb>hySh8t{4N{Wgxt?d`cY${c1?qmT!PAw3NK&a;1VzJLK( zw(WL17+qm~Y;FrR04shhKVVDi;C(2NCj_;;_EK>Eh_yj+3y-aX z&P}nA&JD_~;f|DDEQ}PJhU6(wd|04aU~1@RNCak_iDolKN}Lsb#vul&A|| z9`)3LtrI{7nfwsFWB})^D(iw5u*#=kcDZ% z#qvbYGHp$@n!=Vl+{0xzz1+nR+m@xUd1^QiL`yK{JUd6>jDNv6J_d&=$LJ1 zb0suTW4UX7LPm*dFZ?;47X&u=6J_H8#Py#C1_a_GW4e}ry5%@`=*|dAAlf`G@<1VY z#Vh=DG!)DR;CKG6Qk!*Fv2Ot07(nugt-Q0>aVUM;;)+;nanEe#%CaBN=eVUO5O=fD z`Fx!tfJ!PDbYhT`1LT`rot~D}R=T7oPGvMq@gG!~Pu+NLWTU)8^H|ZjI}2mAa*Fo2 z+~Ppq|Am2)pbuNjns&}0%bRO1>NU5C!6S?Ql46riW~e}$ZEk8(MPudsh1}VP17$BC zNP*FWj31u5fZzSe@aggRBE7EYr<;j^ZbPbAZydrN<%Eh{8} zS|FWkdHD~GGNWye_NKSUr=~`KLBnK6OZG7Xw`*Lc)K#k@08V<7)DZk&{eQ$mkQ9(m z0=#?~oQolyLoiFR_tB|=qQyH)K}Ru%KQ4IHqh$f-j6=XF3fi2iytB6CyJY5yVZ{Z} zs<@ltJQpg2@xU~HVPt;EURaGcS+~>lAfY=}z7senTF~jo=krcrT~7lGKt}$FMyWX8 z{QC10`0qLJMu(}A8n5fd4KSheo-YF_nW5UaPzj=BtQ;Hwp6*Z+8TXnD^g=)S+Q9!t z%^Vved#$G1te`Gv3nj?csIb>P1R1qN*_uu$M<^?NVMs33_?LRWhtCbB@Ppp2&^L+6zPF!SOLOmb z`zXsaDV#E-Wp{{KYHb!H%j4rrOG_K)7oIImAAsGsPa$nyr`B1{kUpxiLDn&mN=pHg z0Z_xJ`*AO-8_BT-gy*`RS>WL5ho2GrqN5xT4ua_~R6F~E`3CN-wvF)M(<`)RL@TN~ z)x*ag<{&#ugD2ojQ(fRY!-KMI$?1Y!r$VGbuHp#BpCv^SgbBlsXnl#eW%xDFxN^~1 zZ{?X+Q!WS%0409;&5w&`3!oa4yq)jp@lJ1829LK|eMeaq>^Nvu6iNfn0E5M}Fr#bL zlofshEfPVjTK4ln9YPu1AsEB@l?B`cP;2AJljM1cSfG0L%ZF(F&P)(k5=z?7gdxwo zOoo_G7jmN0L|bFaxK4>4p>$C$Zkzm%kMhhw85k0kfu(@;X&LS1!sY5miC>!#;HAr( zfsGFnB_rb>xK9J(h5!4vynDApL0pZY9XKice%bgeB~v*s-whDwt+Nh}q8yx!=Jj}7 zU8675f{wY-;gKw(mf<(zA?}=__-&%kxv*D!obOOsv|-M}GHN}gdW5=Cg>{ph@r=M| zBe4g{ciqoUJ4v>2buk`pUZ zJV|T2{+T}(t=M-O<9Z0MYiM{@)m+~;+dJYde_Rw@A5AR9#>(Uh!|Umpb3B(^%%1?> z1*7QBtyG~j>f9#4CyvpO0u;5;Q4$@buTY$|A2zaJZuDm{``<2l)`BKzeTT?ktX>Gm z6sgY%6U#l+LTr6i;dckKpNbUJaLJbV-wR#$EJi*$du_s13Y08|J8DWrx_X1ACvMzp zX)D{}%pzv8>8fi3!_7*kbFx;}>#yO3Nge#3FHZkxG2S4#7`6i>w3KR^l4{}`&H{k9 z{H-!mix6X%U~-0B5rh52m?3%G7nStQ@RcG-uRloG-PNaF4KpDF5pSc_{M5koL%1DM68;BK}kJa8<+v%+K( zz(wASSqab}dpx!LKiMQSI(HEN)K*kICr<+*FKmSzaHPP&UcxC;YjN;krX^PVN{U=0 zc6>Cj4!qN<^w})%Y-sX}pVWQQB{$+Wy#-+-BRP;O4B}!nFpCg@;5*?hZ24(s6m?*v zb<`70VFz+gkzg(zGTZ|UIvT90m;5qBzTznRJjKR9R9DVND5sBso!&w?i66=0Ix}O> zfydD+qEM{~X?exl-%0%4?~vhK;6qNEx?9WI;btSbo-&St)+yW9h7VY)u!b<$XB|zj zrc7~sFhMwq8S-uwtg#SgrowtDD`Bx6mUYol&lR7mWL%#|+L1%pHfQdENMHjaRb{&` zF?gbR@+-$$>=lz3gUf3hCUsBLz!||fPWaDkf3J5p9OErXu(yJ2Hu_RjUk$GoLlY4 ztrmL#(F;v=68vTZ4zzK3zz)&*I=|SQ^X?F}%96e9il0+654D!(R?nZ5^e$W*SB1O@NjRtXev;4iF2s zQhVy;zd@G6;q60V0i_d=Zl7tib?|4>{=$t?4}nQec}+`!oDCw;ls`3EOo<)NQ4{@^ z>;`F4R$N(BR4IcNOT||VS8@Y$hA_H-@nTS%6YlD4d^cKLHzC-)X*TCLG8E5ftp)w9 zJWDTts_4k+D|V&PzGjf5Op&fOnpqbDcQw`w6&ts+v8wP^d*yBewac|NGn`bL(O}yN zfa`Jrh50D=-~ad~IWwEWIRc=k>}zs44}B|&gSDVE!IK+HB5&XlAABpYHS_wFqQY{5 zd&0TdG;i~7`Fy>dD{jRgG|MCsyBTAS6C_+RAeC1G8YRNQa(>a~J7}{*;cAOXvu^usc4eO}I_C-jF5y$`D2;L>vl~T(F zK~js#hS-HOz1W-9bN<-RMrd0}fdW4jTcbOcFFrN+(T5&nGOWS9pAna22W2LrY}f*t zN&-b^PB(jc2oKl6;yqyv*v;f_=^Jc3ygi=3ypDPns(OVu(Rp z^qC&pB-b(OQb-ipx+thph%!I|fFs$2vPBgC`f4xBMi47aiJ>-#!4)PpmS1lThL-sm zwhe*TXK%`huof#G&VHr|AtCBIWBS6#p4m3edkULhYP!y>_JA%}uQN|432Gdbc=GnF z0ue{^yLt4vGalcrO&$xp^3)CGtnP2>4K>@StoXjpf2qNZ zKoLKoaqbm-0az2Q=VY)F)~H4CA=0pgXEa6Y_-8Q3apVc<5#!UR9v4~v&b6kOSdf(U zJrhoO;43HZ!n08J0lL>0OW%7sRSL3>jP6&!-cB1z>80eQjqZ)N#I@B+{~c<`oN~Z8 z=cd+T6f5JgT?PmfJZf^p&Uq))C;B`QLAsD_0=WJip0_e6Y=*l`y=eG zT{QJMZHR{LZPzYE2Ld*XZ$Kpr-jEyKlnddI2fkSIm-Nb^fsh7rKv0YKFMzfD$(8Aw zO4)5lWI!&*`}%K90JW{G=Knalrtq-3Ef`yEY&%WT*tV0#wr$&H(^!pdyRmKCw(j}w zTc6S|?b&o|MMeW4XrG~?0Fw=KYEC>GX5o5f^^SZ^&voF4KsoN!Sc}-T&jX|rY zt1XY$`y)zuU(fgF&AlNYLb^nw)$w*PMsKU-^CScwJ}#$(*U@@%Ch1N-8=LVB)p8i+ zBzGcm_eW&nk8E_WPVub!40qTw)+`>(GsF~ac)oNT&dCr=nY^DXbX-~t|1?;7Qw?tA z_crxHP0}q`aE>4scldEqgc65tUl}lv-ocb2GPnq%owgfrS5J+)_NKxny#C^Q$mllA zn2lpQOrB2PXwg3D=G+I_&XViwq=Tc%ZI!oHW%%l-bv_&qR=NyL=6sz@@yowI?=?R> zc*PP{R+J`~P9KA57tj578xAItsM~*7zg**Hj=DD` zzIfOl{Fpem&LE8OkBkQ?Pr(7J16PIukP|+RI_=(kv54pb{NXt{+cd+Z$SnHjbearB z5UeGFS%|h=KGOw6?Vr1p!ZuH&zaeqK-!rh;5vA;UsD9?6jWc2Ww0?l_ZOHJgtPA4an2FinKK{4o_>ZX& zTFq(*vH4&~{dBF!!-DYUjiIloS?bT&%~iMc!l+TP907-;@mHSkHJ9i4a^gS~w6Zd0 z)h3(w)QTc>bu91A-Se*}N*#A~MZc=+vrYrlrf1o%Z+u@4$J*9S^6sT!3t>}l;Nc^Z zWsqLoso2~R{}vdJ(I(*q3X1j*HPaN4ZJ>ezTE-1$HzHWf91v;<-kI2bY3!>% z)MObn#%)iZ-tq>_*@cYzqOd(FDop6O&T3n9-zpAW$$l!b@8Gei)42`AmZpCGaXdH~ zerWIF_qrT>unJ?)cF(O|gxc%4&xpDA7jhjH*B^vDi87dae3uYc)H5?F;-y?ppeTlA zF-##$=?%prLy4fTy2Mar>pYi?@8jJdU%=B>9GQL2?#entZ2iW)GSr$s1sa#Es6 zF*R3q;A-ZAo;JoxqL$^XK^ zxw20M+?P0vFHrYh*(;!80P_f|S;tDqMka>l)j+Ng`9qF|gONZcL?r(-%~B zZ6@bR;&84?W=K|`GR8;(T}0KDf$E={Vql}-Vj|JryEvM>ar{1@q2!}I4^G~yS2pHa zKIZxp^~i$B)V6BPj0blF8OTU%cRZM@^b*7GdQQcM(qQwtV~R76`}=!5M0N>ZaFYw%IEnjXkAH{YU(;S$A5;=XwW0>;|YY zi=P;b7iM2G?TJ=P2R<%TXHl=jT9dLoPYB1E9|ON5Qhf=#n=Xe4Yh5zkE;fBGi*rCG z02_(M-GG>RbDX+9$DuwwddPntXmr9|N(J6gX+~Lh-bbHnDffnZzyDwc0_mh{1vxs{t+ene+=|21Q}E)60!VkBcq$ z#$#vv#e+qs9@H0lB1xurE~9iEqrJBC{Q0MX;T*}Jg0MJ8B~{ zvSL25oa=2%nm|~n*a9v~-_#hA}%}O>py793w z>Ad)I6{*JJ!7TbZityJOq2n1;mHyM(u2FEch!bZ*_3FzF*IYrT{XN~J*6!?UbVi8^T{xCQdzQ>b#hN3c*SZ^085k_WRb8AnqT z4jYtzhyqkvhYF_!LA%~@_;EYE-Qe!?I>%X5rH#~j)99-9h@{w>z~|m{<_h_MW@|AjW<@O`Gm3=G zR1_HM1&KTo5quJvqetLiGqe!1 z2%W!aO9)^m(*zT#=fd{pu`VB5U(LOVHK1@T+nDNgt_Fe0&NFwhxA&h#Kb~uWP#rdr z$)1-?2R<`WNQ45>*pR8;WauqF^0!dz=M>6<`hmYAcy?0|&1@=e(6X4*0K_3z0C<7i zpj8Ren|T@f($S4C1_Ok2h){A}wZIj&nYYCXW}e^Ppdlb2prB~b9r^k7pw!mK(o7hn z_Q@6^>r_j|fPj(3qv)6S)kdqHy8nXiZiWcMt;FRr@fsbjl4<3E%^YUuu@USgm$_=g zYK>-R(nnn+>}D0EnqIqi(VU-K<&J7o1~5+CUk0)SXgk^L6eL5e#XUyrYhrj7@5mSXrm%nUD1_d9wq zC$oHB@2S}wp680g8LgH$z(1L;KxIji3Au3 z2?>?=fX{G6EU+O2CaiD!kz&|}lNbfxrM_5e?xP2iJMwMyhJ@I)j);cHxUT4}&7w{+ zpr6WMA-bhB9tQ@8c zNBL>+>^nOLx@v`^qoe;Z4b3vwzY`hy zouC7qx+HU34WTNHfHnJAZMSG-KvM|)9(t4S=#~j)K4?cs+=m%S& zch+Rf~D%X%lF~*9+BHo)uwvY%j3RQOU0`yc}Wki?nQa$bmQZ&a(7@~ z(n-y{EcP{qn~>$hb$HxMKWE{fUHIs|4BsO&gDYpjjf?++RCC_l_wcA2LE~-5zbb5EH+PbE!ash`JQs@C4bd2cwZLOtZoUJ zZYm;d^h)ZW@tmIRyj2;-e%9IEh74)w&Bt&T1TB?Z<)qs1)S4fp8;K(Uzk)3g^E(ua z-|l(fI3XSt6vdB@;a!duU0EyxOK2i_Q%4!`*K%umJ9l^(MuJLDPwxv;=uhY}RAW%V ztBr&_l(_y5F$J^=3V0~jm{JcDcx{qXQbO}dVR{t9sT}^ z!`wXeWkcgn@_+usD0&73wf>W6RSHxB&B1x)Y{BXvCc%e%KCjM~>)3vqTWzm4-c6B6 zIb;6*^g3N`1>;#a`pBpXePk{pCNhRIOD3lh5qmCbrr)4Wb*v8;a z8)%o{>zK%6`Ap^eYDl%b6ZC_9U34aATMNP2htQ@!KG zdi(g|6SX>Y@)P|SPuoeH)0x{6Gt|vxg+T6B`+7#e()Lt{1BGp`foe2{p1efKVuw_c zxPQY3YOY{t&WIvjm?n!Xg0DbMjNUs`C1vUhmCmDQzufLfJ+;=}t*b)<&ItyJoQA$fzd{TvIFCFG(l*L$#~ikvhmrSU`#k{HF+L0 z_rIzOSlN3Sz|(g&1%f80QJ6ahS`Pxp;3&YEuoRZMXO(+CtzP?D>Fb#{Xmj`v^y!OvlNd3C_s?V2`Ve zu58N?j)ACs$$aPq;4Gh^Y;pry#Yt5(pQxBNk_3c>ReyBv zA0KZLQc}_HX^4_iNQ4D+D>Mw7rvwTKia)P*2cpa$jsP^m>-YJ-Uu)EkgkP!YmHT=> zcZ2D?H+edkHJ7reLtEL-^H64c9|0|S*JKrT1)uJ~Z+?on9OpZjxK)!dlT=L=W=;Nz zObn?{8nJB%st(ajOkWo8FPF*fN~i~$)H9I7t8nQ$C~{YJlT@CnrZDX)Wa{|p|9Q^sR&_CDDJ#oCmi=^CKB!rnX2Zkev&{ziax=hb zv)hkfv+8xnu3LHPIT}xy9=}0R^BS?&&m0)UA_@>-L5afjQ?Jf&2?&r%Ap(BwH3Tk0 zg(&%n^3WCWN>WYg{20-?pp#xuK7YdT#o8s8{Iq13ZR#ZYeaw$W|7&Z74-?m7AnsCl zrmc*rHl(#)tq*n>sxoZcQL%`dmI-e?&6}Vpml-c`#5liD7$sdX1%6ZIEoanQ)60R& z&HW7lrpHPmT{_Lx?^Sd8c)HO_%}Bt@-5mx3Y!m**1JA5%Sq|ll?uv5qLn`x)oY^)q z%&n_{>>FQv(C9KO>oUvaw`CfvzdcGd%dZP$`~za2MGTRcDd60cxB~dt65{hBA z>;b-K9WO%x&S=r7*%Ax{Z~y!EFL{6ex`vVc`$i}(@u(&&MLP4g^w)b_)BJ@f5*kXU zUN_YJ1n!d6qBZS?htIjkMlgJv;F+BAMLX+FK9cS)`m<2mb}Y79IbQ2#Lkaw*P$P@1 z2K!3075Z=zmXx=iZ()<41Hg-4T^3YEyq4xLckZ4Lct6l(G!;Dg!fKg-#8YRsa(Vp{ zS4(l2ACu?g+wZIH)92QQJi^>W$K_(0dihd@%T9APHQ7;`;rpPm()3Hz>gk|zGvn>% z6$pVj&gKhXhFFUJUC!tCDJ1nmBDCzj({qs6QGGEWscNfTnCd4a#G}ok?e6W(LzV#4 zZ!XhI#1A@$+7YEtp^fT2rVWtQqUWEhH)^Xk1bkP56-*{O zl77iWM4>Yn^F&%fY88vi9+vt8%1J(=2Yz)eT+z%%8$W4$GE&iv`0Nc+Zf#?OScNTq zM+@_PLM9qr?#M0A5tmSTf$VDa1N&W^a=O*Y40zvjnNP`}=p(-JwL`z=((uF$@Yod9 zpQ$W%xGZ`#B{$U?N@`V=E20>9E%7Kls#yFGlOMBF-a5tbpqwqm@j!b#RL{ZbVVL-h z2IMghyd@O}>#e#D9A9VR z$bJjFeqB~e^dhHbabMcqM)E7K1xAznQ?L2H?`cCxe$z4hZ`SiSVd(Ajm{ltU6ND2{ z)yWvP_t>%XYPk2w!C@o@%oT&LPjA{lex|sbZPYv4V3m;Iv z_wW;w1L0cc-wFmaXj`b^i3+mNPA;wG`BFdp1aWfWJk1NZ{{o8ev(cw2=EigU5qmN4 z1pkpl2z?s2qjNI%bPqwTsi_h8mF&+f#Jc7e(eHX>u9FOI%}FevWzoyt(GZ6{gIY7d z&?g>{0reS}pqzT~h~pr_ecM816;kIO^)$Q(qz&Hu4u_O)B$f9^F0@aEly=jCUsCQjlBII>^2AVef0N2@7t~fF> z0T+vLZ&^zkt@PRCQRR9-rBv(Abxq|ErT5pbgVRQhUKJ~Fy3n`Yxrd5y>)lsc-&YuL5d7W;k0{&rhG&Gdt&Ig!E5c<-~knQPob z{45{q;E$e;kI*)X=0J0Y7A|sb`|H!K+NjmCW0qYF7Z$VH-7Y(TB|%^*?)2=;ZmZ43 z{wrJZP8E*%w?tHz(V)DOf@#vrrcxT7Vcg&Df)#bRkiMy@>JhZN$49mXK4xkd28UbaB1^?pJt>c zsI)kItm1RKo^N)(0ZnaYz;;xNo!vr9#6V6pq0?!x274`bW$jZ&TUk~y=Ej>%pBP>_ zY)7?grlOA{02WH%nvaDLx%<1@@5rY<4q?0jeMW_4QxlUA{*CHVpfETC9Q(%cO{YX@ za4idW3~$w0_XV%b*=!t)=iiL`HYP`c`BU zPuOmYX6M-M9*F#Z@#{1T#=vXWTDe|dl)lurGb3z+l!PA+dWJ8UjfB|&C6$x*Ic zw!N+IujrH+86BMol`*H{5 zdF3?MR(W1QTF-v}DEB_gBk%sac`@3kqvX=RH;c=O-fU!Nv~w5e-U&F!@EOW_%66VJ zTixi<=nk3u=&!#8(U;S$)8XFH+%D-qaB9Bbvp)y;(%#P}0`8`}8B&3(Q>P=-rG?6F zzpt^gr7&AgHpiing*CU28*KX0eKo^1ll_s*2an8FO z-u_UYuj_tfAhjQs0y4sgr(~34!`s{Yvu=uxBC8rM+hfYEk6gkp{AbU(R~#2C2ZmX- zGV&Vr#1|9^Z4V1)$++b2NSE13O=1S^YWm9J&{+G2@w%hX+GRXYwks^cnAtku25e~f zXH~By3XCLqoYUA(lUHCEH=B@%5Q|fIyR%E(yhQIoi4ZDoXKGfCjRw!2&u9rjv=G?R zSg+(nwG?B)I0x~SSXo2fSG=gmK|O7mz90cp6BP!pDZkBv&F!9!ibuYVPK)r;5Byo*GGAqAJfa~7F4wLd*272@r9aZ9OxGJz z&tS7NmHePvQCx=E%3N6g%t0dPzJHCu?dJD%Kb{X@LeSMDod{JpOsoi1U>)t$-{qFlZKhjFbaK=w$w>0?*1>FfWdM;7Qfutgz zopii4Z>bV+DeLNdT)es*O=f?5xLMQG1BD*h9KQE&%txr9z7PrE+zxEqCIPJ6EZoi8 zz``A(YYQ;9goneRCcuKUalRo0UiBW$Vk1z*kcF4Vekw!fC2R#pjpn(emw^Y&**?c| z(~iD^IgZ-xl26@scFaSL=B=&xSdnq+f#vo}wU;neP^BaD2UlDMKT&!J*8y>w(BeUR zdoiOjs|?qCYo_jN-FY6)UTv+M*Q8m-)DSr&Di&F7)|fR|bXZLl#tPVf7_MfD!HTuv z|2U#oU^8kazNt(%Xzkn)O4p~hwsR$gi+}}8?_-&2b<#;`v_W_NB$K(6nb7Lf}T6NCf;(k*k zOG&`fQZ%PCdop>l)y?aAp6Cn0I@=$H9EZnQXLq$p$na(Ve4QtqO24qQ^mRWcABq^8 z$<=u9c(KQ|5kM*5#pU~6{`wkpGz6=`BJF+KUv_O9|u1iP1N-?Q> zkc%gQ0S$nYItqpzz&Hl+|eA2{;z@PtFSA;$uFh5!UXa}@vS z{%blq2dr2ZIo%gNm+pr)^kW)ub642&8WTb&X8v30@FiTiBhlHnU?U^{glX>Gi^u_& z3t&Uht+%NtE2Ck~yMre5z7`|#OPrmcU5dr*mCHQPsFi1RZf7*2rgXp{Z}~3e^|Ea@ zz*%k_a#jYDyDyj2`l<=@B++vnu-SX@aK;o7k~?DhPC); z%IfHcJtl-=0fhwoq9ZdODTIneLA|PP`^kM}hS}vt`~481S`J_5^;l3$yQ`1i$7^~P z_Yyvz_dDOqsoZj%9ky9mGwFNL0x*MijGtfk;RcN>Y^zU@F}gZAc?om7 zCH_MNm&O-y(ErUTSswzP8W0CCg{eWN>yJ6k8r-*k%w7mQZcHscaRA~;sYd}vdiX#e z=u42D#kL2ZwuqH7-*z%K-v6(gfnlyhv7k+zi<_GH!O5z^glzs5L6ggGVi8yV^BJ42 zNzU!?^TUPPb$#ii2Py|dY-y>Q*ZFw=<1IrztL=6#4yg27YqG)RFzH8<&*lNjGv>6 zN3w^EusuFm^0dDYw8S+lc*{FcIO?ibfdXHlieSW z88__wTWu;_j@Fmq3B^D-be=CI$ZNUZXR9nf{^*4kJ8e-lifLv3(9$rpogw)|qcdjY zzu7;>B^4C`0)BJ;!2bY~ROBH@R&w(G!NI}Bg-zh3Hd561_Yo*Nq{smI)Q)k`frSOVN}F!B(*`^bCFd8!ZYY%gL(qCt z6Y9h#{BFCm4`J0hrTo6>n|QpFHzFXOH(VgcCP_R7EYN!L zXTSp6@g2j{Rb}NGvuA%^Gi{KFe#RIw7wB3^|z}^HOTLqHq~eFHAgXlh!KkbZBS89 z60_h2wY_ZhOx)AJLa2okfumYUwON6qT8-}%iXJ~@sKDV@>;werX@AQDjo~Ok^7b8Y!w6m719|A2?2v7pr5-j5bAd~cg>CltMGe}Y0|v3k2KP5 zFixtd!eS!wZ>FOw8BqkM80!lYZyL?p*;USamn%zzQ*V;cHQC;um%%^0*e`kQABM)- zPtTezxs^U1ChL5#QipQpVz?gP;t}64H~W2Ct^;g$7~0lT)+|6BOhCj4k4~&iPY^&)5yT&dABh9R?j@RGq)S))~CEdzgY26uwy1w3bG7K}OO1 z&}JBZo_9OfxJsb>=V2AD%$C~ER>X{=QL0QrFWwd3+{|7B^>Y|YvPXM+J{F(5W^pse z4+__c2OX=-H8dv|XAjC;j4C=hT!A`8&Nu*aB?^a6Nky|7s}9{Nnn0F`te`Ch%48gM)`zG|dym zo|QJQ@V$zgy~NFj%qgCz(kK=pP}kl1;Uu zSpXY?yh%5qh5z#_g5!gfE5+C!l7kzl2Q(!WRETva)<+~7Y@xv|fxw-gpI>ixs|M{x z!siOsK1ye`($834RtLYuDPW|c;vnkbr=pq;DySv0%0mD63uy(abQ;Nf8tIc581tDj z7P^%4e%w`MITYdH1~Mu?MA)s=@MynYVWa5803pMP%5k9m9Nlk`b6&aXWwi^rA!4mE zn#4@MQQi4zbx4`9|1yRq>;`^i9K;4F43v;5Pxgj)1CinO=aJhq=>^R87*%a8Em$rv zVNW(|O*-wam4fF$CNVkzfo&$!wLFYz^e+auGZ;)Lz0XFa6yn|$nX+k0`&W5@+Hgp; z0w@OHx#FRH^oZdgnbbI-g4)Zp6isd_a0_~Ji<~)}`_<-RMr*0$ANo~{sSOM!Sz8Ho zwn4!*FQj653YtG@W$|ES=`2E53~XIQY_MtW>u&6SA=h9Ia*e&hLVE+oCS?D|GCsJF z?lx;=*>C-(vj{ak6al8S{uG18fQ@}n7)8vzdCuT-GTORZ~%gkg_@#|Q?1$wWuoW(6}s(sKUEz4Ex7obI}aCt{q# zX85vL?sPs+xk&1r1{P<>rhhr@!s*=idF3TN71FQrzHe_N+QlKSIS*IA!%OZ^u(HXY zAjyqtYwU2TO<4mMzB&ywOMhdDGR?NBHz_ta4m}SksS(g!iQ)q6b(P!Gl-yKbb zeF&f={>9Y(rtL05Dk?7S<>?8QOAP1v4auPdt&YsAmE%Zyp(d+iK7_`4vnI%Xfq+l6 z>XZ&1Q?PwKAMr3>WTe{wz}IG$*AyF&uU3l%==cZ(IV@r3;tD=>cs1&GOsvXB!Y*+Y+; z0+^~V1RfW`&@vYs8VSVd?NdkA5yc<9NKM4uUBVtk7-K(wvd$Eu#ln#&7{ofFPOXQV z-R37}iOA36^5ubUa=%jPccIi8nbZcMBknRj(-{U>J^d}R%2`nc&+T6~h}?8ZNgTqN z-EtamHQYo$w58*4%!UBL2&H^JUBX8NL^~la4*67g6EEvqu7R}ubWxZFKCfp3(7jHM z_E*Wt0%pjBDGkr4_EAHXRopm=e1%UI4LS^e6x33B;rYeDX#cSRbL%4_% ztDWn%K_&vYdJMNS3IY!R-WEQrOB;8aIc=&vzznIwBG_ju@3v90_sZA__m#+OLRRqN znAT1PrhjXpvTx#O1OH(Z^Sl%mniQ*GGn^Qp%zA#A16Qj%GZSwwtu|v0C=vlB^Q6ua zWJ>$bB2+L_^0V}>;kSeW*JLuzNYoO80^pduM!)C+j5mf>%q#BoTU}svAVrqM`>w{W zWAyN5fAau?PqdG26?}PXE6TeSwIoDibMXd=Gqq=sZ6l_>P zf3IMQRAG0w-(Jztpf5iw>jRK-QpE5AjFQkfi z9q1iHj}OeBhLmgYdjLC6cwfUJ>}TNK#;xSi41^MDq@ddfpoG`S;6aKS;#;%OYbR*L zkl0mLK~~$J7Hhw!rSDmpR>#P`Pe|<`D#3jMV|9(G4_-}qs+v&${_&Tec zFsy|D6LcyU(GZF^ zl$ZG(xrZLWzeS`Q`V8sQ+E7Qb(?%_c&Fg}4y~S)IB5^ewc9a=sRoGWHy|&~Vmsi+l zsVxu-WLv89&Q$+P|8`6zYj9%%`sr&g!V#%j4k=KsOcRc{ov3G-1KLsqEr{D-zauoC zQ8fY)e6>?On6egsO%|J&(G(7x4aPfWz$bu6yDXYA6GmiHt#uDzQ34m?_ zWVsXk-rBaeW+0R>_NS`zhfn+TJO68J>cu1)TBsmKcWWyxu!ren)>1I;T9oxzW^rXI zYL7Cwd_$t{V+PU`4Bk!T@o4t5Wbgy1z8wKm?NN=x=WZeoZu5Gwb#%Oy*2)C^H{6-u zNS(0FY>x^uu`P80adVjt1X=poj`Ca#qY9Yi%oGF6>0O5XjMqH1Kuz5-t;Y`L>8u^# z=>ynZu56$c+?E?S{9(%PmZs^t8_gP%H>*j`$@A>e| z6$Vy8NNZmu!6K~)zoALent!HFSaMVnOKKHnsFttOlsIj7KX{@d&Y^7NK~H3w^;o4^ z+5~yF-s+&8xUSm=P7%FqPgLZRJVqrHB|61U?v9)n}K>i87@exPYXs9ul&dKOG3bF4&nd||9p}| z6J~u!;L-=3`B3r;P@NV`y#CzGZSXj4S2uM~HO*7ACg+9h`^#*d~Ji~0~Dt1P9n!QY{L?^m5q1p7?t8)}y-wgv__z0ia` zS=NUNY+bIjwB@cmptOPOv4kf?(I%7=g;e=5l-D8{b(}2VEkF-wdZzVXAo?R6axFuE znXy)qg;cw2!SWdeAD#S{2e(wBMnwHeM12Hk;p01%=eS74TB~oQ^hF8kH9f$qTKzNd zZv&S{H%<-Z1#Kx zRGex#zLcw025zL+OzBr4IuCN~)pF!lOi}NU5+j`mKiEFap0g5?_s@NNzFlRQt+8aL zaHe9}Op~8KSY0d72ld$gF=K?HG!1QBsnm*i6{F;R^Ai)&kySv)?kG6E?DotP>c6I3 zM&Q+!uv3JL;+)TOam(c%NsI_EVX>eJn_!t<5%FVu<|87~A5EtIVStJ?4qR%av%piH z3pDA?kfkGTVmI{`t=-sF& z>Yv3XqPV?uYc+vc=oYrw8rP?mQ~LFPwvA_=ODRsQ5zJXw+9d^qI~0Lh?nJZ}&xf)I zO&H-VM&TnHjHrt$Il$rdnCJO%#82q#FH|6i7fW#DT8$P`5irMi^u2vTDneBTRJf1| zZC-(|c@bn&P4#NCbBATT`+K9xAYX$tcPVIl41dQ0Q__wOZ6LhO8*b~I3)A?3Ho#{z1!x13j@`RO;|1a|1)(baP=L0}$o1qv`5mT)aG5x$ zSKv&n5pNptmr`vvYX(7&@(w z7f>Ma=0Y>^nLtD%fM{tajkuOkbeCbJ%^W*4JzN1We9Zy%p~5|)*fg~h{Ha=nGb=!| zm)>wilj++l%A3&9lj5 zvG~3$rmqo1&b&Q_k)LKlM^WEi7=$i*Min`fKK6f4CwMpAr0&3}*4|}`^gZq2!<)p^ zv7Jc}+bro2lObh$88pg!WFA4tk;|c%6#a_zJH6(P@vksaaSsB zkSqu@U4xqPdc8mSt#C5N&7G93G`We*SQzYrm4Qz2&Ky1(4Y9A5(OJSNci<7V>I}gkJ0*Jf{h< z5dKg@uS&oxU)Iwj&|gC9EP8F?>-)J-uBMfU1|)=-x7|{lAk@NTrbv(l{yVbgkV8Vc z@Rb$__UFIC&z@}AVS>i!@NIO>P;uHp)>#{yo&BCmgb@|u2}+%wiG#BZwgps(KNki? z{1+$+P+Q;+@jpd2I(C|giHSkn0t7&!-^9(KLi^Z(uIbT)^^Jr*GTEZw7<w!PSvWj!T&ayKDSfNt~b6s1|C;EB8X#xrAXz?m_rE|{VSf4 z0mo?t60E{?%~$0cw$ZfVmrs8?Bd@i)F`Sw&VNKT%)*Ml>fJu^lZ<+nimfhVx->zWW zeUc#c+?R|W1nHi<5Q&`CDqCu7Vggx(I0FhaT4`3Qve!(((CP7x$QwwlX$EcP~JTpUj{JgQtS#0*fs0 z%>2I)SE}&ZbmCjla?i;mNuJSzd@c_tE)R%{>mZ~;GJExb?FhCg3l0b{XQ$%ebLQ=K z$s>4T=*&A{rpV#(FeH(s*X@9T!UoxBQ3Bh=kg(r@7mS|2VU&23Pd;erN$!4)*B{fYX@`3FT z(HJXy*_lgq1q)H7I=p#SbDg@x`D3fS!lmP@up4IE>SUg*5+>{U$iaY_j zD$RiUu^h0`ABx!S^XBR_=rJ5m9B&IiiREz`v7{uBiq6i?9f;@?1j@OtCt+YzyFTjd zAG!uUw=iwn6ia#@axGf!aeECyadGjygdRTdGJlTY<2;HbfG(JwosEo)1j>2=F57>m z)(B|3z6TnOv6)Rld=xh9oU%rHgz~YuWec#+xre)DXD z^J;~|3wH1+(R5U3^`3^Z*j%b;v4H6QuK5qkzmCYLl*|v2*OQ0Z9t$ONTgzDV@%(_k za2Cs%Vr??U_Jp`L|CQq|aD;^pgptD>;&|`~3Ph!Rp-4Qf_l1(29G}BJS1=t&FQnw; z8uS(YgUV{`r2BY5;dh-b(QFvaZn;0-?W^ z`3F4QLG?FzK&zKB^N=t)AlF(jX$RhX(pTgQSq0bT;)lohNBcuCo8E8z<;WYU7(d~3 z$6Kf`S9zX8vp4{6H=Q3VuO(gXN`JfmG5_B%((+>X?l9iQcG5M$#PL%t(os#~kuN|T zlE-*uGDn-&LIBk)n8~eY$|Tdq%*=-6BF$5MFd6%eZCPJlUVe9bOVk>jRMpYJ!_AF* z98FL70L@&)Oa=yc+;~F$<~qf=T~34NfKn$Wq_80VvctRS#!=;?N_s%T^q;(zx3}*p z0H6)HY$z)^2qK6l0C&z7E2E;Km=!Z@*1_SH!-~F`D!4!sK=fz&`@v&}2YY00^~13h zjgD)7xqt8%iN}yWV}Kg~LaL5U>2|@7k?hWm!m3eVsRDHS51KOls0R6u=g>7fP)Z={ z>Wjp4pF?%)1ZlU+bsdI%ijLdX9oTOoOm{=Z?D_%BJ86Q~_~X$zgJ;e0|LG>L31MXE zLPmiRp<$4Tfk5X2Au;4M+7_rMXjaBK^-{|>Yz02sbqHvqiOqu3Jys>fGy6NofTLh4!Y$H6!tZ#Tco#&sZ z)R_*!;*U$myiP`8S&!>(mLdh|4@Ff#{fdo!9 z+qi&RHBX>?0wVKp`lVSv-05YHBg&vd;$hF`upoL>nT+YVvFt%tZh8*OLHh{Uk02?s zgz(T_)!{K=rCd}bBqZA%*8Iq`!~FDF%rc;Rbgh{Iul#4$ngf`tx3gFn1JyRh0Iyp6 z5fgz#h6;~1&{~{*1Z7(bn$wG<1!E<|#{D)!ZbG89^*$ zj6WGnaX4&=8E~7es()IOakv7r80UZw97ppaU&ifsu|`5?1(hzLW*cYtZl^f@6Ta7? z-8m=VR(Dv83=f&=JK{&GY9*yz{TGLSad-)OnN^9IzJ!(`lq?3A8uSZ$-!igU*6h=A zDRk-`4EvzKp%BbxxtsS`=AZ92yDWnStC#fFAyPR3MK63obH!kib`zizVZP|;Q{lZq zpMSF{fpZlX7D7Tob~bcj${GdgoB7}Bp%~Zu`=L!G_nb8MV}6!WZ6e&?19B;+v)1&z z7U1Q8VftNzY6hNMiT#Pxr!HMr%*s41`5SEc;({KMbX;Dq@07cLgBCNB3Gjn5_drX6^!++wa=_}2`hjQ?R@tbsHD#Vi?$#pfi)tKz#lMv;If%gYNF%I%4Si>O1k?V^kfT-~x}JNo8PIC%H) zhs$JlW2TiBM_dVrqGbqxqYL2M4ws#VYc*}uMAQ~0jfxq_|J73><)rGadTB;Eu1`6B zi|fYc{1{ZjiQLOw9<~rwuV#oEjj*v(HVUzaz##6R2d$_FpC7rcc3vUj^f2!DG+GcE zgNE=Noy3&$jXMO;(7rLlO4tZ0=)-H4GW9yI-H_l7z_L~7LmOm9F$t%4Yi8EZVrseF zdTI1>*`IA1$-TsKUuo3pskUV2+)z`OB%*Q!i;+7mk3&(Ui}iEGr6EadCjv?yGZT{x zC6SbHij)aYKHM&eme!hUEA(~)07h(@l^M`C)mOUAFV|b|&aR3#C?&42UYEK*P3Wx@ z(~^UNf@*`nK@JWN(;0mv01kn{#u>^E#@zN?7@LJj2fG~KgT(vO=wf)UqH7M|XGWsf z`lMMK^w9eP|no=tcv`l^aqWW#FoIceE!bH6q}n_9-XPlJ zM$Oo^&kYcMU3-%waEoQ3)_?_2H(6EMq=u7Dte<%aUdP>OVj87^jDn&od9p@OUq3hR z1RIP@qWrN9`t!-}3)63Ztv1*Fps?loG@)6va^c{+oda8rL@6S~5$xuoLhFwdDQPLG z&{LDXr-P%T4E1$lK>O4tPG5SpLrR|bt0=)@^W_h0ogVVdD&vDZl~wYU;WUw!93J_P zsJ&C_?vgFFc^$wp@u8d2n^4aC@0f_lI|KUxBT5w|n*@9z^koQ`CVsS$gZ*al08Hbx z?f|%GMG{cn7_$1H|Qf`KqW7p45`T8 z<+yX|k3RHRu%i!Xv7|tIi{*q~6Iowg&90}2aODh`tB=LJHd(NwAA%q*5ul>ZwP;1qVYIaqTUvUYQEcu#N4itE+E=szbYX*>iP&qCUAI$`PZ$lprRL7=uxSB4C5P zlboWGgBe3l2*?c}p-pX>WI{Ssc<(d2*v{a38pdqY;M0UKpP@N zoHQ~$``wQ{69FpbTyXE^*J0=)-!0u*W$8L4!z-Kn;FRE;A6%v<__#HYO~7Z=jcHPS zopWCRBYjRwj<6{yq-B_4U>N{6XE_rp47~ZEOaoKawi*EI`oq&i5U`{W zaV6pKprV`d-2pZpaQR(dl1W28$s$mZzot%;4*lFK_Kf2yB~V2M^}lLy8YNy^IPfB( zi9f6cUBY8|Fa>;QfZMHhIoDg>{6ZKYVnr+vQpC(=sPP`RG^ci$Ja`DSnY1~yS;=5< z;-E4^l3@W;FpG7Mxv*hhD&RPcmx^B%A^EnsvA(`a`*b7T)d?5bbj}p%RrNS}fXw#{ zG9|)10`Ek?Zz2S!yo2ijPk;ZCDf3#DM1)KMA*ns27*UW|LUSTP?w+8fJNW8BvhNRS zylfeOWM6{zU2P%)pMl|1F1=ed@rkuX$M)3QzLc2x3UX;3vFb%bv17$=)|`tSa}>FTcPUfpk1J=}Xg zl;9;g@jw{&oB5;ukE!pGMk64pf+sI!NBiO^y}Gt!dO*!1g(5LOvztv0AwvRzj^GU)nCrs8XrH{!5;&0f46+Bz5BoR+hoA8Nz?@tF;bjTEV%k0z zqGk5@dV1tBe%C1ne|}Eu!7?1iafvNzbg*a37&BRzfEU)s16KqEOP3R^C`5o^6{H6l z35lMHN`N$)6c^an?ds~94Wcwxzi9_*wqN3G?91DZ%DH+gRv`I-=ker(Ung0ymjR^* z`|t+uM*l9qzQ1E*W0SYB?l>lb-NW?0Rmx=!7qR?i1t9QyuydEIDZ5B0yP)U+8(&eY zk{3am1E9I!<^2T#nrcbj(79}?&~+uplBr7oZqVkupDQf7)WEGxc{K$3H8f>O2b0^Q9$fM#d8sYreS2z4Fwo{ z0@E$~Lm)B=Xn(wccxT*u-ZmG9X(`Dq%Wv4!Ch{0+=@!8t0oclrPhfj?LFH;ijTjT) z11cEse8O@OlzZZVqp=E703ufLWUK&zqhACooqo5OjlH`Sa3}6 z7W{|YRG+XBG>+Il7~|C0&B5(cfGh$9n5d&CZ4ezOFsb{MFerL(4p~^j8oUld+Ul8A zmYV|cXz&D2wJUWXbRqQ;wDjWaH;TsO$Pv+4en_k{%E-FofQ0{`gy7+Hg9=RqlnzTC z&^E`SDIL;YL;rocfr`xDs~HQK^7|K+Hnx+&geBi~!Tm&=W*!FJ2VgO#gl9=5tE89E z2g?Nl@qPhm@aS|j8Z>`33J4u!w0#JKAYJDPR=2{j_r!KVRQvCHSY;8SkbtooEUf>7 z|H*J4;6<5x+2T8PEq3%e4pMZ(O{)L&L#@+vKM!eUT)pj8yWSz65MXC#2NG&HZ{gFy^ktY?GLpJRdm;VwS7=s2(%3ne<;m8}8f+zv?NiHGlf&E%JN4nZ=p}I++0atOj zyh?^90LF5V9EeZp7>q!EK9Gc(fx5G+D*;FAv~uL6jD7Rw1Mv_V{VSimk8_Z8Rk9Iv z^dH;r0so1*mZOGj6zaZIdnsTHH@sH42IZv!0R*gjFaklqt8IxXBapdk&=dr3e~gvu`Rd>B`cw+0$tdEe>A4YPJJs9$ zJ3|V#54qW3L)gxpMN=&hvK=kakVPD+rRp?!&}y4EwWa zUNn8Tf=B|W^8mFr$gO{!RH{ra*6DQ!mghfUV0}85_`uuLxXIJFdwjJHX1a+X_+}(G zZw=x=oPo@KKn>s{A%cfZuq369LtgKb&4%vLU^nOGc4#qs<>RDr2Te5uhrwBeW!Xis zhmA=Pfi{$3aNG6ef9b`=_Ifzk1~zwiUCoN%QJxGZk{Y~RRR z=e1LXwd^Ot^S~zFU$u{2wruR`jRpgXfX<1vHQXp7OQPUaVIVL)1C0c>4?^G?SY~wc zI=7ImI~FwpPx&bsvj;&!xT>+k5QnOWrchSCT1wD>$yr9wpqtPdlC4lk)RKtHj|f9Q zuGcS{jVuDC5+1Bj()ElRzZ}OqdSK z0tup^gXb0FLD?X_KzWe}ryhvA1~f~R!829iR$v`G#d}mTBQU@HtPTi)2j+OdsG8D( zInCL+4U2LS7+nhAUz)C2(*Z}Ov7P-0AxnV@fCy>|ND6v@5bJDj?|-sknZ+z^On)hV z8n?}wCS-eioALb$L{73|CI^=EyJLWr3A_cMdjiq#gNwtfUV|XsA>>1c2}+saf$h(s z)3p*++_)bA&6b=0q3s$*$DM}Cg6gsWCI%1fjkF0N2CUbEkR6KR`*#VL0YyygXB!4w zWOyx46^;D|)G(?W$)*OqfE{4g=cl+e_yS&#@vomrv($YYTH^D<+5*7Y+X(a5-k5CG zML(WtfQSo{<__!94)4?wM}7_f5dn-hFSjAq?=phvDM5_Ti)%#z<5mpGHSkHMDk8u`c6&y zeg!CKuq%p0AcjN>t^`DB`J;(k~eeK+A&yv!?*!g34!F_phY zFfCH9vZr=F^_$H-VEvg@A++A@x6@qXa*s_gp&0M>wS{QXx)b@ELbHLot|~4tLom>? z`JKPxJw}?`6gKB)YQXW+8N%JtzDGa>3vj}RyEDOz>L&LOgx2`ym7552Ydr%N`4@fzJ*fs(-sku4PBTDH8SLWj% zYoO%5`|%sKTC2=Q4KHNjXnBCq;LPFjIH1wd(w_Nxhde5$+0~BfqU>z3Slmv$gOCz} z>a>JthbjVCw?O@n(osp*faHWeR}Y!WxzrVaBM`g!bte1>6&rPC{{s0G-qjVE9m4WW&VtD0Wr5`MV%KhZb*dFl!ya>d}m z{u+;z%eEKmHPr;AADKM93#J|Mc{oSU7mo!>?AZbpJbcBC7_%m9s)(MPX^=JD@B`>X zZAWiF^*X(f9TgFqu)!MM+pX^Vj5Ztw{Tl_eKclk2fhNm34fJh^X`XQSW`)rzr1z($ z@k}fz*2W!~jfbM#9jm%*O(V}zN=1vk>7!%b8Vf70=jsmZR#AuZX#kY%4&)0z8p$=? zS#a=5N*5mLf45w#k(`8k5UDTs0qvW;qP+`Y&v~lH+2{Ay#@ZODwrYAm**qsi%4T+D zbLrozU({9^t&Oy}Wk70n{l3_$843@+yse4ee2a^r|V@zt5!>w+Cg<@A5c!I zV$d00L=z-+fjzQj&vIGh`J~^d{vpxh{)GoA7C77Kw>1U3Oq!UPy$2Y(df!oax(;db zbP#rQzp0}rZBE)S`atd`4~zX!k@rDs} z&Lvg=#>U{t4e8=WA>vhoGQ(@PwD`e7f;236Fw(_JyM)ynt64j>H-jUU;+opp`{nD@ z0VL3x)z855lTAH{=wemfY+jq*X(3$v+?hBL@)qZ2h~?=Xw<{Ix)ZWdEM~GL<<2kf7 z;#%M))$RF6mN*7C}9_+YKfD(yo1?>)RNq>i_((btGkGMq_^C_rwLWGj2BG!Vj|l(C?mXMCPeE z0&2%wSXh{u9UmNskj2m5Es(`am?{aFHBGWwUtC?;mSXFbewHi&xj|62=a+ON(UC}P zWZo&@fqXAJ;DdFYt=WqwAE3ha+dY{7>NfOt96&OF_XD(5AfE5`d*>|2_k96z^R82( zb^)luPP^yRMR=*rDAm1=kG3k11a#;d>6We<$ z1*>~HU4SMz-`N3y1Y^YBp+SLB*k&}IK)811BFrbSK_-@=o%gStBGP6J!5bIGFzyYP zYD`I;L8M-u{UFWeb{mOIU3t*_tA?-CtlQ8wrX!}xC1A4IygRUT2F3thCTb-~LM;0O zO_Xdd@@vD9J@fM5An2nZP_OR+*yY}rG|TATtW2#r^I(1k6NBf?{W?A6o|@|+za9jd)}|L!aZ z0ngq*a3vx{S#wK^*a4&%Im&`LD^cw6*_q`e;KjhUkzn5wQu7q@HO4dC?Q*?&Y^)98 zklz~WsO+$^6xgnOJedQ}Q4=@=>Yl(@+ti@KsrL4<*Zs7P?KIG7o0PpV04t1-g#t~= z2NBm1d)xxfuturhhYf}Y&T?wAZ?5kX(*&-0FG>J2#O{kXbDRAxurH_HSqUUL?Ihj4 zn*8tU|2_7<9ske9S)5QH$?OOCH?RtJ195r-WQU4WBH~eGo2M=STU5|leul1YtV3v9 zw;nnUyOx-mnwmh`-Kp=Rkdu$!4!*ZoPpeQ!{Jy(V7dLZgxf|lW0vjI(mDpBraj^Za zXJNoi=a_}ztkW~_iroAULox&>(QB zs0wcN9)Qyd{@PPlA&3>v@xsJ6QcrF8#&3TH8ZfU2k zUxMNU4xm`5@!_j^!nU)jVwoubS zIJYU)reV){nRb zO01W!oPOK=9D9bQ_^sC@M~s*EW(m8oIwWYxdNqW^fzLII-(9wny6YdHjWmsW<-M>` zC_YnXz*=-BjqEQ5U6}d0v`k>va9J`2-rPl*bF1mH1NgTyuP}|*a6ya;k%Rg|H}2df zuc!4Z)b_naeDJ)?VOxmvH5CiV{up1Zj$Kc^TUSTe=@{JO_&<0{4Ezl0#kRqS;}8JkJ2-UZFYN_ z<}r6=RqPJVFE-LKU-MSp%@E>|PwXCQ_84KJ+nY9~drX4jb~oq}hWj~kQ!ZhaD2`3b zQ=9JZ>b8;=!;PNk@;b%^xO;IU`{np{)~oraa}XtVjEl;{LxBqil&DDe7BD&K^az6+XcV3K$z_$LV{c z2iW|T#YoJzbvB^Y5McNX4ODBJQN6No<1fTWAYCji0ASG3d;RMR6q47l8 zE*46@@{}9*^2R2s5@o(r68c|4KigpJ(DjX?W7U=UmG@uIGJZ(uzl+uzircLqX*;`LO?MK$byMQ0cG zD^jSwd?Q3yNh_efu-w z=*i8@7?(M$slO`Xc6hYmY)UUZ^9UOze|){%7Dgs8Xh?;onXDCDEzm7M&6`m%?~abb z(M``%PpkBB6q-~naA*~TN65b3yuF=i{1f2r{4TNYBhXbr^tV+!=$n~l7LoydQ3v$` z!|3Xl0BVU2nYngjjC2u(=!!N%NS|wa^15ZwioD@=xO^!kdeSA2vpsRzUi?K+s&46X zz%n>K)0q_TPbj8E@YOHqUMCD#{q_bsPmPU@O~g}f9EqW^X-M0`82onA{u?k?93VP` zr`-1T2-F^lX-G-k5m20hL}O;b2qlFqhWpIx_x+=`wy@~z7G5>t@6m|%i(v4WAkI!u zHrCnIpLs;q6(m}jzpRZm#-9voo_{`&gbJ1o9vEInxF(sh4y!fw@}Mxj4M z_Cr9kZMYj`t_wAtqRhaoe^H^>W31=3d%dA8b_}BqAW8HLsV=ToK0v>H$=JSDam$TS zQI*#^6;~doLpBt3d_G>8)TG>ZN|R^!ND9@LPtk#`Mmg^-NiDNQ`y;){HN#cs&!Df< zl$sA}1z+Nu%9QCCT&Zf@*b=kMfn1xxICDsTB%TlEnDe1Z6H*<2>E#}*cz&@26O=mc zZES;3c~86C?@`0ep7m_pNdi}Th{Sk;xT^d!VnecBvY!+!HXie5rJv*U|0Wm@)dQ^B z+%kWqiyDcxuGDUuUh34OhY$VELtIZsCng9-^WnW1u!ibA0V9dwzcODABQD^gSsn~l zJ+f%9zq$m!6Qu29@{LAatrSn|Q=xv7Y+c?Sq6yZ3ebP$4dk%doaExAaGFZN07vBEQ7+K1roR9EAFjkffh_tU!B<9%VM=9uhjR?>6P_upgsKHn7^;Ui|9hcG ze?Gx*xCRoc^BC6Ew1O#;ttf=)WP*51Pw;(0M9?r9keSmpHCLGiL!|Hvcf5g~u_R6M zu!OUy{BxRHm9&Vr5g_>5du?oxB2!%*Up{njfRZtgD9MK9knY z`lc;M&cO{;Pb2NvGg#Y*d*-fTiW*sjqtEv1*mzs=_TTk!x;(1&wI0pv;D4f~b5#r6 zcjwa=hoSe`91{3gv4Bg&+ER||$!lMX$qA12>J}=JL4aa^*S#~x_S`RrrzCODYi3s| zIO1SOvP{c#0^lB9oCvqwk2z4w3H9F^d4*pIV6a{%ZSJFaU|zksm*uWpl>3bY>T zQRXQG4}xK2Afi4C;KD=iCAWEZrr@XVFcq$4)>bJ=7tf)?Xz9@4YSbn_bO8bwb8^=f zWcV9P#4hr(?u}p}!;``3>bz-eaXg<9ff4b}wlS#?iHGybiac6;7yqbbMbpHxLU9{3 zBH=W?dOAv3T3@OCXFG#_fY-|FfX?`0LZ5sBDw9Q+lMe;l=j5nKtmLerX2iOdo{~<* z#?A5~xn;BN$P?polErBcirTpF%~U(I6BhtzKqc>DL#}WWV@lMw+KT@Yp>gbCF@jnV zi!-Po;)m-mOSBtLF;rasbGa8H5J4X4ZPworW%J9&VBM_+*{J@ z8U9YR_R;@R;AXHyWZBr&Zt&^ga3CD)>>7tA7KnDt>nB1XNZ*1h0z9EUkK(Fhrnj5O zslU9VBT<%Z!(WDhl!5#v_-l&f7XdLUa}PChhAF*at)fijZ!Lf$w?$1hJ6_0v{)st~ zhF6c4+`0qVt>HmgPNl_)9F|NV_st>+=|-8KJkz=?Q&?`y$@^5I>19!W$~={GG`5AhbplX#TU98n%nR@S@NDSd^w^8B+~zd;<|N&`9SI&Uft{*WyT*A}zvUAIh5)Rcj1S1968jqfz3mcd|@@{>&3*)VjIc z;D|$?@D})(_mEZ1tc9EZp=7)y%_`|x#yL5f`?akc)wD?HK;JnlsDHN+s%m4vb>n{CWzwh{%u8)rdA88dwT$Y9@`A)*Ep2V_G#iC}=82?>(^ZOA zO_5bCzjSDK=ie&_chV)N?R)nkD?|WDjX@$CG<+Z+Ho(loQic(Z-4Bc8>`FbNuZnu?da}4! zi0&@o`^(S!ry7YetbkN^lz!_zf8QOZU+}q zHjxsWObkvLfj0>Cv}ah$OZ@*o+F(AQNLdGb;Q+QKPR@=1L!1A$?2IhoIDV5blKi*9 z!$ZQL;$aUUVbG8_vIH1AlQ1Z|7&-s%JCZhrX22cl7ADT-Byc(TLhbMjU(`YcI4EU-b>?ivW9JOMdfgo+zgX8LftvswYi{{kz+!+RC)T?weole;Q+uu@ z3{-$78Tl|&5FVt%eh3$1T^2DwR_vwxm11;VY{089%os_FN;w~^iL5!dql zA@pLkPS3;&ooBPHp}C(@c+yux3}{;K$T2ap=!GhW3)!E&B5!GpVY9_!QQffmzrbld zaXSGzVJy!X)xx^v=E5cY&Js%97Gs`fJ#`8P8`m>MJQ#Y+*CP+*fDtgE&N|%V?GsRi zELR7?%!p0PR#!ei+b|-|NJE{%r4RAqAtYj8ss6OsW9sHcoFs6loDb> zWo;9a0+9mNe=jYF$2?U`pO&DObv)a1gUO_RSaj@s90Uei&5+Tw6FlfNMV4LnGn@0X zB@6MjRI&*zt(o|rFx`~fmdFX*RUrffJo5zYB=CPr6E>l)y`n|!xoB{-?c~%BtRL|-$0E)p^cnuaH zD!gX*djXTAeYUoQZbGEW7YU%TRn2H__0Rgnsswe5z)0OR?S!cP#}!?2u)gh`zk}d~ zjoRwuYX~!g{_^RJ==TCGhzK!aGYz;5>n*VtBcT`_BKY|tgz#GYOyEOQ6Y`7! z?5^(he7}e`v==3|*$P~RlXT%vj)z-Ey({9P46NOqtG&I8ogD%7p8g$qD(!jc-sVN5 zWe`3Fb-1(>0^G!`jJq@0^^FIoPst5Xa+_ zhJ)jtnBzIwj~O3lBaNZ<P}ch0F@}RhJNo+IADdo7W34xL8%}^HT|p(D14|{!9{D z#z|TJsFN5X^FhmkI&KKN(O1rAaVUK28?KnrKha+KbdxUFo|n9Vp-ifSWtup}<)8lH9uA8k)t zDIyXJ$J1cr8>~!L@YCl(IrLcA)gi}EY_&B^H%Jl8%*Z#%*rRA=j%x#+c8~xjvQ8AM z6GWdIJ}bPm&9tB`m~VY`fEn2Kb*;He00hl}&G?l)1Y1!Q&^#)PP_+o!h9b5%@|t3| zVsN65I?9Q#LjH-ZFvQvbccYOAl3rcj1Bdr#xh1|zr?N$^gzMa}HueTfKUr>xvk7uS zF=SyPN%f*A;5Jmfr8!4A9t3rkGQu~|qw{BR;6e@yD*+C?!fW_?!&nRye!)NI>M|g+ zrx>~M4-d8vO_`)`h+)KuaWqA8~ik^pK{v z!Jc-RaY9S12K37q`nVG6&noiGXqfEq{nx%Bj56gc@-=98oN2EegYO5geijEtVjyn3 zar^it&BsqS4*_%RkL>~rcRx!#HgTFeKE{~aI%8-#f6s6L495;eR*ok-}cjmtUp|lFSWb0BsGk`Od#ZPC7WzX0s`cW#UA}IONoy$W|B3#Hj4(qTC*0A`ez+a6}D|**tT&PgcW=LG{4n3(5CK@Tg-TjP+85Fi4Cu>{cx%uysWr&TL#>t>il2N|B)S9_|`qf%R zX`gnX+&6 z+4YnG{*I@htZI@zO|!j=j7$nAW1Qp3j(Bq&$vK=Hey-Bh1?UFTYd!QpV&7jfLv*Go zc}-OOlWxJQ_?)K)t%?CFPt+crEddq0H1j_Se?=x$WsAyRBCaxda`Xe$lo3nt4ZhlY zVg}5}_8i6gCNN!o_P)*e=2m@P(w?v+ul;&M<;&EUzL636*n&w3r&+QXIAEZ#b#eOP z^QD1E0Y_+ZX=?*?lw>wekWxd&XW+9}lO_ed8dBO5SAvr#`{M%8hAgPKKV`_a+?Mhp zTV5wO8J)y&WS7?m;-nHv-QhCA|7wwXKMgo_I|gB%-rT4z)Gf@o~@T^v@( zY?d~|+RdR3Fy6xyWL8v=ZF<`guJT~S7r2H=?Kv~+F88>PaBh*E93MV84q=&Lfig-P z)f$r0%|bYKgZHN4kTuMZ-lLn1=)XU-18 zkpOLC5^4jXLq^kzi3MqYRO`cRkCT*{Np-tpwV(u_pV5z!GKk$ch1j{?4>Smy&SPfi z3V00!fZ~4S6n@c_5Y8gvMg9%PtMU-+9sjfEW8#&GlKwK5H-cHRYo&B5#+t4c$%V)% z_zaZDvg9$_LlC6Tp8H0iZ9XM%3EKj9J#}9Bs$yfy*~<6A?oD6SEn~wlMx<{#Wx4xM z#{>P8>(rzZO64zNs!?7|n*sVKe>l~aS%tX#w;^BiO8AH9aJ1T#DK(xFSz}7smkE*B z(K34g9$g1~mS<*(Bx45d{(5t4NjbHN1Ns*8+*_4jco>#zp}5x(X=TD`U*hRtl8>$@ zVIjcRoL@iPynzU_$-AgpIz||oi=E?$(R|Nx!CZoHqGC*$Vwnc${w;h)t)^Ky0WYwH z(Z6W5?7q#Z1|WF=d-7nEWN!(}NJZ@1#2i&_{%z!gu1`6x+l;|K*KZQSDX@d4MQ+_# zX&Sch0$adZS*}9Y9ypC>MV2#CWge!{xX|a=9+0^k5mtRXro_Z77rLRMHfcP@hI#@h z$vkuYZG2M4-fD|_g;(P|Hy*cOy{!kuDTq+`(4~da6wF>N-iX5VC*`n6lzdxra8Dpz z-2aM{rUH!*S2k|2C;iMa{4^a)N?BObi#UI9^bsk#kCPNAdMh(K_?Zh4V)y-hqr`L3^7VMAm(oM8+Va}%;pG&a0K4GaS854o=&;Hgic}+b2Krx(tT9PwOYthGOnWC%6>X2b{yK#C$4L)x(s`-Bb~yw?mu zGgS_j8!{uB#P=j2DC)0bnZuy}_gc-8Xuz%veU~#Ey?jwt7p^gz0x6u?zoeAe&xIZ@ zrU3ougp0T@fMNB=R6Z)Y1ZYT|G?<*#%l2KQSIx-4*zz!-S;B@O$m&0k#$;h6(HK$H zwd#z_yvl^w<_H+;@srlIn8J#9M9w4#UgiHG!zG8}g0C_^aN%h9I`)aAwlc!>nxRPg zgc&D{CXFuS!b3<7X$w~2a=}5ZC?chW5d;eUHTmoyMd4II-{gj4;X|5%7M(7QD$1WPhw^Lt~D}k zMWoB59~OP0_wfDVgPh;gj6dz3N>VEp5aIq0m7F08os5icn?xXIABq<&Ke1Yp`(JzG6% zK%R`RR${IkU()R`)l~r$@*f-4$ef-rFoO5XWu;cqT6uhh=x%Exn9jj=<}N-uevug3 zlZb#@3!y;BON|`O_iI^kX@}E?bK@w&%ww2bC-TYrg`uXXS9krY!eNe*NP_rAlU#;E z{QOzgl4d`+YzJFtUPZLh6PMF2PZ3yecWEU_j=n1g$Sq*T?a_f)6Eo+sRvjg3s>NK3 zhp1RQ3-R$(5OB$5<^}Chcg&9kmxX!nYnIcf-DO@zme7AESV;3!7)9+M zzEZc7!q%JMATw2{X{L}b`fh0DB}{C(l;kYpaBk))C#`jh;|WcHqTkKkL6Ix!xcJq> zSjHnN&jq?(pk6k&Ns(eEXCz-?dQ0Xi(D~g9B0QyoULdyg9}Hc`45$KZ>uw6WW2%SmHlmZ@Km#h7(K7t(YfJVf~g8|9cC`lp)f&hZ`s|b z{xrh!NJ@TTIj+ul!^W)j;MZ0+m0_c3RrVY&5o=T;#6Z z%QHnYWyeplJIJW$<)IiKOFaT>_57iI?@{cZ*L}u5 z3U~j6M~nHkxiNW-70%yWJ}j53a5ZX&`*5|Vze~Si%N`eVm6|dbM7(t~L$Z<*Mtwgt z@Qv^=UO%t%`3#;<+G>V*Wqs2loF^fg4iwfeOzd7pJ}_8tQCNUu7ob?LnwvvM#$p-#2*%@I2Rd~f@u*I)!LF)?J< z*DGgh#Jk;Zvh3QfGu_*bA-M0CUq|4mEZl+uNORp`G_TIrHy!E1J@7ZKElR&sO|DKB zod50>GCce_Y^*pFkT5J6la72h9t-M`wRGpwpb8C=siJ;y$!OcH_-glhZwfJ7OOUj; zl|bZE35qqOqAS1A)|$_*{QmGUziydI8@k~2yjuUnhQi|D&8Gp&lKRww%vB=Vis1Hg z+|Ho`*`59@rQed0;<$14Ow!URIo4#e48cAah(Z>>Gi0{6PG}datW?ktuL12*<^LUu zQ6FK%doW+cM2ytjx0r1`=wh|Z3RLR#b*!E?m$e|b9_LuKERFZRK{rIQ8L>xHQ%|X) zS;0ht!z&+FJ!Pq+YUvB9EO_Y?34=S6tK}TYz%Bzf^sQ<3(EDugX0IgK*~q>p`$-w^ z*&e#3WBjj@=EE_-*w5&Zknv*eu{KpG^k($lKfL@Y>Go@QraZQe@-EppD0Rs$^T`-f zB!Y$&-R#ys-0qj%nA+Z(-vzO^Z?p8`abo6heS}bKfd|b?-;m6BJF9TJn3goOzyfCs zDv@d~_gY(;EQ+`cu)H(~O@RfaBx2l^mTat-0lN98>-r9{(`3=nGOa((mN;1y|^WkNHIeeDNk)S#8F|IU5a{}Uq}fm zd#TDY*czp0iZDv7!ZCkOL%94!ei3@DAhO#jql$0WUO!*Y1R-fYU`Oy<-NwR zJ??HPDh#2~mN#U%{%oN~gEGuAVGI6ANTi)iV)AL@xvO7V_w(WE&G;fyhy&&ek61JH zqfrdVk&-32ikCW{6G{Y!y2uIIIhOPuIx$7B_wCuEKA~h!=6hb_8?mTQPeC~Dtx?ay zb+5-Q8QZPlUU+|;OL9f+egT*Jmi0KKmkc?*gW!-zMSNn2R~mIt(ky7c>SPtI4Iu%+ zqKeOLuA^KmYWWYQlEkxN+H3-Xi|Xo!Q)Jw_U>Eukj=*_?Rx4|8+BKMXB3)l{^wElW zipF)*xk~v-7996&`e~%b62jnbOSR*Z+TPW{x8K{j0Jg6`9B4@T(d{$lVsSlx;SIGf zGUa#^gof8%(7wI&^+N>vP3iEHQmm zYfvN4!Sv272QJk7FEV_CAidU%2I7M)|0n{)?(oPv^_KVH|@cSP75Ss zCDSPyHI?alv+vFsqzN|H;Ub#IE7xuLp(^Y~D8&M|p|TNnsCeQGniZL+wpC<)^>e&v zc@_NHd`q>HtrIDl+8K!$H}NLMlG$6%@*?4iZ3?9)Eb(ZsXn$?Q2$$99+bLsJrTqBPz+VH>=@nbw?P`fEA{3Y#GOPBF(R{GBd&nysQE>Ifc=;~X zIZn@f^ECRUB##FJWoNYV5o97LXn&NaQ^WZEYOBSa}QN9!COUzRhUMmHzpcKb#OG__mxVZO4x zn|PSi3FfD#pZxk@XFEN572ZgRJ;mC)9Gc29K2vEoTv3!ZM#}npp1W^~)r5@5@1o+T z*?(+&SC_l|$7*LU;@6q|_b;37e8Qq@k-g||A|uwu2ABKW$^|MNYQ(b_HOH0~)?Gva zbog^eq9w4vfg+H>0I2EE znBgu-712Vh|Ld3j*E&7XZ0~$&&0SA_W|XB_yy9s@9cDa#hvPIfaO>IGnEO*zfB{l(e|A$q^9n_0+aR@X_kVM+7U_;+h1Q8w#LO8l?`e_&{L z2QS)vM1-R&Ox<-pQAVZR#I=`lsF8HHsjx{)OadqsF>&U%e+Rv5qMn20HgQD%l}s6) z%ji~myxz#raNH2Cq8mLqgNbOk7b~!h=sq$;v@_?>P#-M{mM${oa21;& zvdy?a_NPpjx8PhrV9pMuyz(z}>^0y>6*UDZdFJX(s;U+i7m5fT{Gg>m$CtICxyq8< zP@edumI6Bk`#k6|`<5IRp}{lthS@2RbG&@RW|;QOJkzcWvGd29p(|~hx_8dl;mYaZ zi9sHE2YTL`SA1{c1=KW>^uom^QR&7% zdo!+roWQ4>2Zg|4%#LX*LV{i^m!JFJIT=RiGyr(@4uzu0Vut=fJ=(p-+dTepX`JG= zcywyu$a^Z?{tzhXm}Jn%`uy?(tOrB{SVd0X+jqZQkFz86K`44;rm?V#^oiva>|S$i zrM4OenhH@D(@q%o&cvCtvi{`f7GG>L=yzbW;^i{$0~vD&(;VRy4`Ds8cgjFU`n~Uu zp}UiA`lnvxwc)*hsG#62X2(zOuin_;gxAZ3e~`(|EOTxidmQ1<*$w0}Pnmt_U&m+$~T?* zb~_N%GWBnJu{!g2wd7rlsfcjQao=Z&!0P7yr)zq0i?*cmg}D>auL4dq*(8=*-Ky_9 zKJ^;sT>~$-Q&YMn@er5mYRmYQ<2l{^u6lPL`EOkGQE-FOfp^JEJ;zP{4jZx-sVV-` zls7G#!4U1324F-zyCMf~f@0d(3mRGVG%}nGVJ9D~j5Bim)2_LoCjqw((@qmUpNVk2mCelZjH4Cf0aqXHS*vCCN@#R0~V95D1j^n>l# z

fQ%#Rws*yFm`Ji$>3p_vv@m^=Qxf7?>6o&@|=ZGH*yO)70I~)Jtokh> zdzq?&uj{Fd+ZL?Tqu%sH_=7&CGKQT9jhS@W>X{b_)_g6#r zdf_ihMu<U6e8TYe#z+!`xBa3CA!AK>s|KWX@l3#kecn7bL== zpC_iJnS>{S&+usWG-&$yyy3n-i0u6hLX!ru0SAGiAv}8|SNrZbFX2a@%k5+EDXL9) zm_~PIn#M?Xdfvu!?@fO#!}kpp8)9A~cMurx99y(4B&F*SlUl!1uWkq#pj z>4R#@rbeGDe_^D(?4{zhX+mR+_r|FqNy8XRqQ1NmF|uIxbwn)ptzu=4R}dnRW`^iQ zfyZ`9`0xs}PEeGf)BGq372E$)CGui}e~0^ogGs?o!o;Myr+%3byUblL?`xbZXOz2a z)YK;jk136*L;$yiG_dqzy}46xpiL8EVkoGb_x&2g?FHLiM7s~6u0yh$*iSqCtSm5m z=lx{re;7N*=1ib2Yo}v$Y;`)eZQHhO+eyc^@7T6&+qP}LnJ;fm)jTyd|KNN$b@th7 zuXXL)P1C*e;nB6U7niRQyyC%&=46K3#TGy(S^#n%m|IqM7k&OZ=rU9mxCAC|^Ky@n zX$>&VDtFDahhE495IZumZ%p!t#ULd)a7H@jz$3~Qw_ZzRSkS$PD{f56;52CA{cUnX zy9R`FH#vOdj?@NI$v7F8m#9rTy|zpN;pPw9;pFejU2IsB zs_bVY8w1;-)jZW592s}^jHWG>Y^icSnCJdPbE%})mPc9XHM9k$NWRxDGtecYHzzXQ z4uVVZ&n6X0b$~rEt1|41jt1y0=}n0xMCLd36d|!9)^2x|*t*Hd9sHqN_>!F(m?+E- zk&5P_N&6xV;QU%-Iq}T7>EKf%F$k6NfcZd>xZl6|35VR2ph>F+?01`ZI&3B6Wy;mVa7f@^Ix5`WOf_G=98ENh zG&hMqDZeDkj6N2blC-E$6y@mE41)B>g9+yRv;Z?(U-3?h3*z*t&7hCAuH$KLksU57 zY|TmZQ)mmqvB5om44~Z44Ps(ND!d6ffc{8K4HVbqPV3bEacLpMi`Pqq+zZ>)6C1?p zg9QV@w`tn0nXYeSMD*f?x6R|=<8iPw*+XSOwgqD3QN%T}bL}bwCjo#54{|@}uN;dm zF_73OL1A(wE9!I!|1SDgb|3+MUPGf=u#pHZ5UYU-g3lxL$D=SMPz#m;$!Bk+Y+bbd zx7qdCFWPoibbZj3Wrnb4j>a!8{W$2F|FC=3)`hxyi1K3e#ffL0_v- zWc30PW5-%nE#whcr5Do3Xiu2Bd%N1VUq9g6YKdo?PTAU*A>cAM5Q|a@z6^eQ z!%Zn1Qs#bs^BExiCd2O(k^^PT1|pO1>~dBE)d*I3eFC+^f^VQi7WDTiK}qk_6L5`d zr(~`N-m!Iq6rr`B(IzEc1@YB{;A$e!sL;&K&0o1Uc=#|@+hRbN-XH#VL^EQWytpue z8XRBQ3b%jL+WASTE2tNpFA`~di4e&|Buzlf;Y#}`TZA+tKc|GZaEJjK-YuLsot+dy zG;8w-r7PoA058Dmdd_eXY|BJ&<%@OTGo3F)c_VRra-u_Y(+D#;B+|KL3^Pr>GVrg= zU*|%iLn<_GpJD57x~KBWvI%@Q$xJuP8&ebT zdm=?%h#MJkXB7ppnZ!2%A}>q|G&eOK=v0g^QHWAPD$y)wOQl0=1(tDuOa2c`99y}p zv7{HYR7a5!sb-SRq~_w~EK|}D9Fgzo8~;<8z7N=r9POqQioRv7z;|%Gs%PuKHEIZ$ zp3a219jt>X3A2>a>YDGd)k>CjM_eg^l~a|Sy&_W zL>dPfTi?*XrPPE(CXQBE?B3Z%nwZ1|=-iA~oy`vehcSOd$VwXymt+gt(63Q~_cZD3nj4Nxnt?jmQyc@?yC-!;m=*c}wuJ@-&qN;oTkb ziPo)5{%Jl#Je!$LzA(-xr?4+s-3@XVZdP`nFaEEEw(-r7S7~E=AZbqm5>Lb(tnLgysrj)Ajp=1`V`XkWWES$9J;Kk273rKsQcuwy}XvB z%lz%Zkj^9o@4qHL3nWX~5cN@p`#>lU=7U6dZ{chHC{|2L`z^b+1oe@nk0l1oKIBsx zctqTwH2_t+D#A)-%D&vEtBGCg2#>lQ`TdIKq=+bS3w(Um^;s%X$zq~IWLv)Gph!eB zF~C4J^@BO1AcRWHJSC2}Io@-+1ld5T;F)t1hJ+6edwGBhP|gEoKo*T9;ip5=WmTji z$zHQC$;13Z!9{hSbKVix9;QH|qA)=lmORHi!&>NuVN4RxOx~QVl$5rJqHYN0Uzfr* zD1wdLo5vYalkj^eLlgzc%WwH>R9WIjbgx>~xRG>KCIR+!f~VI6iGVmfG~A|7IO)!j zOQ!pUlM;h^h^5#+0J&qVCJ5m6Cd2MAqYW!!K!g6)5LPc$(11}|-^F*O6* zRVdaD+XjyH*}0kdQT)uTTn$jA8azp03djyfg*R75xL${vz)1*jZ=$Lh`Sr@M{cNGR zX=#@&;r=RfA`ou-x4!6gGxDnh&Q1xiBEQ=}#vu)UH#)f_2OmBeyn`wCTD>C7E9l;| z1vorFVWqC1>_jEOK@gm3KyQ+-8`=GBze-33lc-$aQsm$y+%#@~heU!lDa$8NCJA`G zNUBd~8rPp2iL-LBfloatiV6etU`r=T=Qbq=Gt2_JqUctgp|UDX>RyWXZ&XNYKPK4Vv; zQO*qVPT1}!e+k1xA=8N(m$hU5P-iS#ks2VN{v|}`} z#)JxpTUDH3`oJ>9DjDyvO4hZ!qapse#&)WfNe#G0hAU=siBl)i%cCiglQex|M3jv# zEe{9{oQ6wGH8J4}xNpC5VXRujWtYatkSr3u}#@Ik&wmtM}xd|#YHkWr0A40FHtF0=5>*> zvde<3FtI^K2`P1xqU12!LaS?WgC(3SsmxNRSM8TWQ3U1JqAsTC<8m32_^OnvaIzx_ zEivhG7xGO_ixlC3ZSDtw1-dv4qF5cIVy=}7Fv;?GxPR7omGU^Cr(zaA6kcp(#Uw7J z8kaX%A|and>IZtJYAAHALKb4Vy^Jr4Y5S`(v0RD7V*4hdsOd<=em zw~j4BW(qtgU_w_hn({*iVe-{(Ey#9d%|)K}N2ocQj%;<@hJY` zfU0&Dq)vWc!}@!Xf7aS9#$6*(OT;zsBP!QspedfJrU!h*q{JM}w@8&K9^Lx~X*2zIAd6}E=OXVY5FSeG`{#~WRK*Flw_19Ir zubY#FwQ1y4T*Yd9VhAJLuyX@$7i zXIVi{iSVMx7RB`bT8rlNk&eW4{vlhi>3)^`_9Cf1gw)58$q_c%Q8^Crt<4%WMP6Jn z6u)OnxDZJJL>zT3h=$AcW}`Z6;rPnZIm+Uc>gl@5*CgRu5Ew@Wf>Unf#zwXCw2n21 zm00)5YEe~NCCqS}wTFl^+_QY!KSQw;ok}l+_^~7#LxoOtp>q$=tkm>WiWdQnb;GOq z9Pxx;|Er_3OY%uVi@8cyqfm5NP30T4&^YU#Y{iIBK1Q0EQJ#FH6jQjo5wMIrnmab? ze<_NF0YXCl>aR~!oO#fu%9{01* z_FLy`WIX%pM)<0#*H{l_WO;%AQI@1=Uu~w{Co@^JIK}THH7!8 zjHcPw=au|Z)Aph9@}bez`Sa;8MDzjOSSWGpe7w2axg!&~w|5YmJTZ8@S(lc#TiiS` zQKh&$<_&$~U3K594W#+u*N5^Iy9=*Il5gR3GSAy*iY@Qa8<^ch_xG4Bq%e^7H%A#&D00 z<%6+`Y_NIVjzv)ciT^MY=Uk zzTlu)5l~ALDkSaf{GpSBCV>@s!_>OXHP;nI6gcubM&Tn+;aHr4Rl_^;a6WT=MKwA_ zl(Ab9c#zzzevvHLOB5d?>DS4+c~Y`QXdw=cZE168>3`vzxHE&#@t?$)sAmSbHpY00 zOvxC+KEK041nD(*29CRHNd7d>jX~SlZ=F$Hf{IWg_D<-9>kbfp|DE6!6#ZI3b|Ol# zov*$wAiSh7fc7)xm?<3GmghZL)%je48{UU z`4H0L$mwWm0aextp!@}okh|f?QmkmVvhN@LZ}>A-J>#PB!HGj=-7_FTCMArnfA&Kt z?Pw4-0*!H6!b~EM@opw~;1#2kl;vlF8zwU5JrUhj>Fsc$+PAw`hdUh6dZX#QeH67n zN9Yt@jCIw%(9^shJUiC_sKS7&)FAy${%gf%fDxN6+KNLYmRv}1UpsN|cd3{$r(Og&uf`c^!&aGT-R@)CGe!K zs&GU8^6zOgy&jb*+KtTM!|0getT~u)FE45O!6G2{+(#*HVi%vSib~I%mO{HP{ureg;dA=Un z5HSumx)Y*Hd~TG8nQURMjc5rD6L#gF4N)0t9b9QWHtL}^4Cj$$t~KQu>S#|>v?P^( z!B{c2^2KK!4N#9=mxZ|VQKh~zcR%4Y$Vbx&!$QMzW7xfa!yOl?L8MkXj~9ZMl_RWV z`Y4NAOB%tZU@I=23(40jAitPbRT+6$vNn z<(!WX5msl0zI$hzNNEE7bJ9GsP8i%+Hl90J6~KqIu4q}n30uMCDkdD~JgIhiIOkt{ z59CzX<5)utlpahylMH{Wuqinm4B@4U0FH-?KjQiCTM%P@QG$9Mzev#}1;fdTf9&O9 zUsEXd@)i$jznTO`6zlRFlb8D_Av9(PDOCWZWUgqHc^wH?>PfQYPxa0uW@5=#Wig~( znJy{pnJ~tMiAQBFNmGMEXR*@F=g>jNRdtLvkXZyi1e_fXC_z5?GVxe9VSMabws9fl#pe+PPX7YLR>)o*JqB_ z{pQqB1GeB!BQ$H)#>d@EJ)+rrv8E6dA{lD(V=ZP4gl6LC0`BZnr0{`J_E;&m1b8zXiX3shrAf@II59E?C_^nk=e>$81pJ$l53r0bZ&i4L+jIz5~( z7J4XIx%kuad&V(3E3;K>@zwObZnb(>1zQvCzj8sUQFq*R>?bYa|J2ULp8%gJDHoq; z-0v;6U48Y!aIdW)WKO9wx(?Qb$Sp9)#P3T`7S}OL`ba+BFvfDTP5*pzOX+E{@$~2* zOH|PP;JJ9tI`3xs(Bu1GQQ|#sMb^jo(k>NKM!4hH6LLF$3+TJXJ5kn_6k*M(_K8*T z|FQwnVlmwpDgLVQgvKt|1Q<)n{#5la)xt!szqj=15*DR1SSqCfvzTg}C}ApwEaUFc z>&IstKI}rX5dcAPUKG{dU|t(%*eSvXmAQmq$h$vYC~HA!&y9$C8O+;_%pM7@-dt!~ ze+s0BeX2<3QPZO9a;SDBY>&`auN_Gc|zE>Qx`PYI1$|y)LNL~ zAAZlHtaKzlx|fc zKzH_>JSSrAY)-ZAt_9Vt%gTJ3J$2E}rNO2Kih{ATM=S zzHM2l_0F!9!BUpCl4aI+%*hOLK*@3i0=NXd-)drHb>c>1Ubtdl6OypB$+S5_Vb`-L zN~d3W6C!gN7!T8xXH$MH*nq39<#N}SyGp!s*3c=Tb-BpVLsPmkd?hX(ZwU<|B}wm) zNwG!TXI2ph$((8oU*(LBM=*(o+e~aY&>dOxqKe7tLHjy=M6SA?Jy)8aP>83xNWmE# z1~shos6dB`s64EKG8+}F5fexEd2SoinPQkaS24%Q;%N$^+9qSw1f!zKkh7+e%$gSo zHoN5UNO@`+2o$QT{3**9@>zVjtMH*SA?uJ@Y=5?ntb)6T)l0Lnrn7u;&;b-v<%EB7sIx|^0(nS|c zQAX_&4W52Nu<-=Vg_g8oueIpN7or|Pm+aD0&GR$5kWvVOIAT~X-!s(pztyr=sCQfN zmY-8VtZTpS=EiGF0LVelqbVxM`w?ap6Br6E4b})eN}U;E$Hq3)7N3nyvZUf?ujDKK zH4P8yUE&X7+x@P7;4l^&_il4xe7qJVpwzm*ZqSwJ*ITKkqv3BYRK};*k9a)&&CWmb z#vvdxbC*u+BLj2V$N0gZgJ+)NR{dg)hw8A!%&qAvv3=e4)u|#icKm0%KHj&*tGwak zF*;pJI5^{ZtLe?|%iH>jT?WwXS6wg_{QvpAEhvIQL)?U4O!b7o&1gom7N`wrLwd*Q19)ajY_=}{K4AA)0;fg-`y>oL zJhv!g_PRMYsqs8JH8(PPKq=tk9uskISZM|QFZiaLuNX2ncTS#SOr>Vdf(iCbL~W8f zhbxBOuq+RGbXjqLTc}{8Rz4x2Ge;!@-(xvNE7H%fU?wk^!OaC*6n%y0dVC}bf^*{6 z^-!1SL_1^Fx=;w?`jHvR&Hls!yKVBBqT$QisU~?M+aXOY0ErZp52JZHqeW?lN%gX8 z_|>8(o&dsa^~!LD2UmQho;mN%$kW;6^qLc9+T1`qIL`H8G0g zC4s9|^|hQ#LIul0BxeOh@JU*-qhFGb>uD`^Aq9jfu1DR4Q8%aKVOt-oFb_ zYitp?;fWplSs&{d)>+(bLsOaP9M?$k<+}2c+u7$)d%au#{Uh*gAy+8=m#^>?{h%C; zo}fX`x9n1%W<#{F0pvwFfNUfOv?Vx*Z)Yv!f#B_JTxvz9K9xVe{ z^zB{t-9a^ac_dKA^5_2DF)i=nH>(Ko{;qJttMiyVCz2lV=inMjz&v6dAW3RWvNrvz zKWR6~9zz#XwqbBahXq6Dx#1#d@??4|6Co-$&3%Uv$95#C@qKAtX>9s@5 ziD`b9c2vEHh>;&;T`|@ch2KKEWvv>Gg_iEAc#r`5nSj9qfZn z{&b!4cpr!AG)O(^JEXmQxuYno#nb~DF+T4sEM6tbYbapjogS?y$ilNVf6}=IB~O~u zWN|B1V*4iP_u<;`GW_6{Y`et%D>$Xrjn~dllewzLHPI-|IFB#T_jOWbm!&r7EC<&i zrgn^8muhtG)iQKZ-5X9gX)brUiG>c6bz%g03SjnHF+AT=;41)qYh9hr#2W4!CY410 z<9|vZ^z_XCjnVPHX&{U&baeko1DV7gwJ~hHy{evpPnAY<<)iznsSw*LJ=ffuiA0pb z6mSr~4WB|$H`3fz41s|GpZqdnaEVR+qkvp@e^Y%Q9MbxF#6=(~^OQtD3t+k4>OlLA zZ+CTm919O%M3G;w4&O#2T`hFGBJo|QkWPUZVdJJaiysKR6>UMGEcM2im zvN^uK#h{ZL*!@d)Bq-3Y=65ru)$P{yX_YXy@~~lei+R`|H(W4#O0gp!3T)Tm_R@ z51|{sH=3~9&Y4(nUzo=lK2GZNes6+Crf+BFxT6|jW38BjljCV&F%s#6&bSzu7#jIK zl`cc{3;q)OOIE6>8IHd4_3>O*ds-~@Z%}jGzceAg$PzZxcq0LJJ0WB<_vwr?NL``gRm(TNQB4C;lsR)b_jj`L7@%T1gPx|!}d{R|_; z2*C1M_m2F^rLm3kst6h55U9=TNlE)v(aW0k;=F^-7`dOfnBMtc?C|`~uP2s+tsDCr zP4oHeebQgi>m>R-8kGNSxykFrDL8*~(G_ugQ@g+Y&2yk8Kq4M-9>;ONWtp?TCi}Gd zG%nCr0AncCUy&E2zD#E=mox2Fw#SD@-U2c--Mk&5*V!{8@5*IQF3EXFa`*UyN+Kb? z&WUE(lEiNB6MiR7_G=FLh@JG{f}e*XB@8R`NN1>xr#3*n`vm$3YB<_=fJ zguN{ho6=$}TwFpS)Ee)}Y!nzf;&MSkGXdh}*3T?PWQ}=PNZN9BEX4=g&YXa@d-}zz z9$wPkdQ8;qN!vB?eD*gN{aJ(U;-Drw3TVxjU7iR@$FGNU@4o7vo|9w4 z&mgk&vB6l9CWp-KYhF){NJ-D>J3k!Lr~#u)gqB8W*7-eSG6{FT!nsNi4_;nS`scp% zP5*+y8l3h-sfVtT7}d#n&QMEdn<)zd4UR6q-+2HkDj4+!bB1;Ogpg7~S#VA6Im@Ak zr#oTE3HWFe96f)}J~ynLCS1J1?llL4a-T}8FvwwZ3Sd>OqA4+^#N5TKXkin>4Pl0$ zchRvM10@tyk;qkKtG^Yr%wK@UtQ#vme1t&=!CPgQZ zCP150i&OIxrIIuxr>vWH;PR@YWlGGBvM7a<-RX>Im#Mgm^vRGq_0ImXOwT{60C{Yw zq;haVqOV!>A8kFKL7gXwrGYJ5uD6wrx0G_1Pro-;t@~IJFOlJ>`2c6gNk11S8-sDz zvx}WIqL~{Jk?}ni&Eln?;Ij|2Rni7^I&RdZTi!a#h@0mhGJ3qvHoMg5Qa*!FJ|nu_ zI|H1lKlqmgEM2SUHs&C)gIruDtdP_o>TAwJ_vrKfDSI)piKlaV1fvD~*-*K2>RjKn z(X<jP70qQywVrhMo*;V){qt z@n^~kTTw(tMRpW7kMdhXJT^#kUpmK6B@iGXH)bKPs|0xX#M3iW2YZcsay!gMLv|!A zKe(TiY68d|uz`H`3{~sp`}%I1KXUeG?^z}GPe1>CC!jB{BW_xYJ|tDOE~;QydI(hu zo9Qd%09#rypfwO!HU4-7QX$4x9bqAiyKprZWo1<)c}W~Q>5pkVXUbkqt`!Jnq#X@5 zro1+CivD@?hJ3DL1aVpff_`dT(u>@fIC6nGuIX4+O&K<`Z!OR{76b|t8bxM5ey+^_ zK{EY|?Wg#9-IqI{91;*Wg<%E$o2;d^RXmu^Y@_Dz`6#vJZ3uqg35j9=KXUThCLDIi zkS$YN^0rc;534_&@{lgAodJCM*((K?kY@g4b z@BQiaDSfP`lncI#N%`RVchP(Ib|gE#FVHi&{I}lb8_g1o ztyzjv!A=|SH!g+O5+7e%3BUN{nCk$AVLbBb-IWgS@$;?xvC40l572wWQ%yj|_OUZD zqOa1~pB5IwcqGS-&35oX!i$yVqa{)Ez=67cip3#lJl^582OR+MhqQLH8D3$+;wPw> z7##ETW+DL@VxK~28fq;RO$>q|bfCBCRY_B!cBoGjJy!%uSIZnDTbtK_1_3upa+gU4>JT}@I2Jz>I z=?9B@Iio_XBGa7Hn^J6VT_4w-=Hy&u^rI%f& zTy>8a+Pru;_1tQmevQtzva~c`y{C$gQI6BFVLu7C@EhyUi?!t|_6oeax!MN5M+0V-ny$XkC4KICt!~G1lR4TYFdD-FTfs~_*OZUB7`+vVCQVsF z`k?fPyt54Q7l%%W^&^ov(|uUYK@4m}c=LsjW>yRvi;DC%CDGXnTV7 z4S_ATCbB%%I8ZlK$?-k6yM=WAlWHZ;;;8(!Ge)s*DwVG*!X^i(fS^hI0~=u%@p)Qe z*Hs@|ZEWu1ZNw8j9W{2Qe)YlR_SmOmiPS7OeH8OqHhf)-cQw{A8>P#DJ0*4DbeY(p zV~NmmD8F!KP0s6-h%>G6;kIs2up6mRtSuxKG&HbwEoVVPx1WE*KP{)e{dOSCN@`Xp zU{mgle83rd!7y?va_BMFd%Po^dg)}u;Y{zpy$#67m~ZSw?yh{wOj&{XIHmF+FF(pZ>Q3-~-W!<)kr`xK;j)x6B1bt%zWweAl|PEGB6uka2LM zgfP`Zx^V&=;M529jSH{|F33ad+6K+3lJ5oa6bOp0>FJDj&uX3$Mf(623>%K~V z$GJb8@i(uq7L00JW4v5XE<$}`fjod(1BSf*#7kwdXg|E9@GjI}DD0Nap4Lw@N>SaZ zx8NTOfW-ewj!bmWG9T|k9>6oVlE6l!KEF(1*`-jINZMARu~fOJ$hxW>Br{TyZ5LI+a!S3A+v5qXs>UgYAjTjt+DCTm@e3Q zC7-lc%}BhK3^wLC(Id0}on)&qwJJUjV@)C#JTGc1nVu2P*(QjUtW2y>S6WOW zY?Ra$mADhN$&HqJ(9^&?FW}6%LC>y=*qGruQRZz(k>zeOZlBaYyj;AwF1_=wlW1hH zV^#G@)2+eQ&>dLO11WhCgCr#3VdM>?EzhNVxhCRo4Zr3QA9L?VRVw~NZGgGX`;^TA zX68?i$)cs?Ix61-{8^NJe#@Y%dcQRlK)-%<^Zmxd_52??Oa`X^V~5GWO3(TqJ4}tq zXu@X1u4%;+uw+TJZ~tB(1xe%qR#HbsFNqzk4!U?r9bThawF(ngNyc{UbquD3Ga41| zN8JLEY^T@v>FyiB?60R3(oT1So1si8g|#5XNR3~aU$=*++p-kL7dTz$%`amwe!5;N z^bfhhedgU&4!XK6Sq#)j9JNzIXJUqm# zD#T2{f#Oh*DalbMy&=Qe?9AI;m!~=2OWg^ZrED9XSX6G6=RvHI-`kZ(5_j}ZGa3QA z7iW5ovdk5s8AtfrD|cK=1ycbb5i=S^czB7=UOV>SsIhJx#8_IugA|#9B()!mFy*a? z)9t6_3OX2G$JX+MNMSzr92IR8@>(jvAI4qyCAkBy*&4K*c8LJhA+Hhd)UnpIy3Tdg z_?||FSRNA(!z3tO6+(= z_Zaj?uJ$Up;(2Umr6@>pY(up?*%KuYy!=4P-(k@w%1uYRtwZFFI=E2yHT$I;f(pcd zuz4%x1SrklB$G*1K~)a65nctoS5dt^1wjKY=#VLuze$Aq=?I>Ru;D<}JPb88IQ_g}2^rGWg4DGBVa2K=w-l(iPnSF(4fQsi1J6o#;GmfddNVoXdJ~J&-ZO?O` zU|mHX06;8v+DqB4UV!9-_vxnvRcPucyJ!l)cTSeCB6A0a{OvB2;Qjw;UY<8fp2o}f z!bnIwONHnJDmYwNTCI~X+(ZsE)* z15Eq3|AsTrM;(1Yq3z84 zS8a76rwGt0S{R`PH15O-Gt>Xnnv0q1%U09Md`V2C5|dJR?-jRk<|m0aP)9|oiAIs> z4hZRUHYn{~8Y^=S%L-ZeK{WX3E{L}K^KRbC(eeMeTQi$SL>lbK%2i zJ+xpFJcg@vG86({el{R&2kCAK9T<&vj!f9c;q!3iM|5UZBmWhe69ymIsR$~{wH)%% z0h4OQyK8UEd3XJ{D))e!+em;n)w@=}G_kcHuFeho9gQmTQ$Dv0_mHt&YxX9O|I$?VF0f|f<`i-R8&2tLbEVK|LVm4>+;5F z;iBgkOESbcH?VgMEgMgbJ+m_k}!y5y#q}_|3#ro!a3B zRAB~tI5m048a2;VhSae-@F|!?PP)QGR~~ldUi7}t1hy0y$&I}RiaN(hA4=OF^>0n9?A=20_$6ww^nKxxeQqJCb?E$E(_ftU z;MELo@`S@p@+glZ=Cik}eQDi}!PwNmKh5xIxG`p|}6u;y(?3$AzRymU-x^`%s zS*GIF=if*Az6Lmpu^IiY6$-2i*KU@!Sunz!jc2N-tiaYWX7l!7CzZi-s%nEKW}Ty! zr)WcTx?ygc;;1iu3$&J?=E@V|w{lN??IRAI}~LdTV>h~1o6t{ZD>M4t{Zw5npg zo}F85tD2bqn!QGdqp}=KjOK-{xTg0NZzAiXtezvWBalSp`jsp0Ky!9ajpi zG#l41#}tg=CHddbsc1XcUBn# zybdq}2!n@$5b_Kot}aPI%)cro9?RPE_-fRy;5G6AfVF~1hrlgyb2qNt=YurV=)oSK zmyc<9M)b1_S51q4=cF^<*aefkH_*VXizm)BD9SqHlot&;ubl+BTqywU3z)p}rFf~eqcTK7rExlkFV(Eh8j{!5S&Rd6`a(=LY zo6#bYUwvyJGcW6phogxw?b1Go7{-o|?jzO(|Jx0P!I9H5{_vMP#U|xEDl?daHdrHn zIp66AyB!gqa2H(;Ih2BkoSR!Z69*K&G=|bmN)czu!k5dtLT;VCv316qPKus4LU;yI^YBxf}5H^+5OuQW{oVQWt`Rd2U`u$HD>V zp!KY?x1%^}YPt{dk=b`s!8!ifWu?aJm`+(i%=!$Skv|e3UAoulk@;*IedZf&&i#1< zSP5Fh1jVxnudh}CO8uTC_wi8@4%vI25{CE(Eq4Dges?T5=7L5*vhH#>r{UtGlMPl8 zuJ-v_zvB6119kA`a;ei2O22l6>!b%5_=0WrEr+Ea4su4OBz-)$tv!E5hrC0_RKpcX zAPKQQtE2RXP9Q0dZ?*+akvwx_r7qy=Ae}w0tEYUg5H~0)c+OkeUFBSAm|;n<{sCRI zHBH$bD`R}mKUkw$Q>Z0(J@=u8ipGE~%d!u8E*+h?g)|qa_kw?|5LaVMG*?GZi12a_ z;f+un-uNDujN$x;?=BPD|M9!a#LCG0pT4_;T%*xM?NQHP;UE5UFyaf~D9|Hi6HFHw zrf()MMutaw5Qaw#-MnjJ@=8K9mo^wdd@4er1j6DQsO#qAzTfZLkEWcT!+2fRxcW3)qU$OORru3-?M zI2ZjO5rD{?^nKAZ`TGqB2wGu}l5{^`Z_%8v4~BKSzs=KQN|ZPD$Wx`kQtWst{wyr} zn1>$Agnzr$M-k`h3HRNSBNh+GI+U|2lF@pV?Vo)FO;HN%XhCowBPnJdwR1!i?*Dii z8ta45qvf8TMqXW1heQq*rZB7R#?CPeHQiWd=2l-c2}p0~lgX)V$M`1GsLvfq-zG5R z(6JGR(7Xzb?H0&QX7z5)=bT`H9foNTsA61$zBS)DjMF=Mw3ha>zmuQSz7@SKV&KIn2jGct|QF8 zSU>R=qbaBzkKph&xbnKA0KQ~%JiqZd!n;Hy0bzj0dK8#&`8~ve+L?lJr?7>`7~rom zst%PJ z$ecM^rmhr$x;`GAf$D&+)Z{p`bOBWAcxrVSx3uBK-(m28Q^scMyrtF;r;GY?Ip`54 zqrF&lWa`V&##5uri7@r05vVdc72n@KIQ|0wFF}W_oqf=`C(>(>*Nhb}Ynh(^Wy4~p z8(qk&J%6=sI&rGnTWGhn`G4HzN1mU(Nhxm zK{N=h4yu9e8o3e7;xdh|1@|FnzJ&_cI_W972+@w;)>EedSBHpc_Q*~GVTk*Xb`@Cb z*w4Ij?JgWQmlbt3qf8bC3}_+~7Uy*)`{kb`+gwdDe9c95+jP^FPQW!7@rA{rmUZ(Dd*yMU*9wy&~;0a`{SD{mCkO! zkwp`Q8-C}*21d4PRw%;mY2xZL@!plY9X{?~OWu9?ypsJR|a3x|gW#~_d%i;bZq}B;% zhM80SK-9{mAu-PUbY&+(aKS;M#6jxV^A}WbLk{wBmi%-DI83gUM_XZu(*`>(Wl8#5HcF zYdtZBi&XK+A|KcZTy}0VA0M=zadqmQOTtd5l~r&KISDMUz3o&fr+fou%-l(wod|ei zUeNO7b&N^VkSzm*Oqu;k{RA@c${v~#h=u4X49wBPzKu#T;FlGy|BZ17EGBg{q=laj zheIK}qL$fCPKvWM9jXCKPzi4l!H?vQ(P9wWd-P~SY@}Uzg}-K2Z=mLPUia)>x=gH^ z?1Va*+jVQKzwo{S;4YQ`HyCN7vfMF#^DSaI{ei8lx_FbDW&uNZ{W1V86=>rT^R1A) z>wwbE3v@7fF^#)KJQdI9tta#zn?&%8^JEQ%c~cJ$vMHL5MXMB%;?N?pVcZ1>`wBr6 zJOVo1p0@~x zqB;mm{@PAVk{^fU1LQRkf7_!}XBVd&R#Qmn!&u2+ozs6V9LQfrPpo@{d^tB>+fre< znfNHL>7d!jhUxoRv8D&b1!st+`hgat&Z*LiM={M~hWQ@@{vCK;SgyVz$i`OOd05Ty zSo(!0;V3DYBqJ{f2)L>_?7+wY4T%~Pic$PAp#VNuEFs2NBU!Y7dqyNJc52!t-dk`) zQCx@=;tu-My}_V5fH2Q}EFO3B$?XqeKvLs;pt-;`r%^x^P8GCUoIdEo0nzcHtx0q- zWK&%GTXXYi1ZAtpbkaf!Gm-k6AjgWeO2UFRfvs9rgNyw30Hy}=E3MfY@x7Jy>=;02 zEAJ>68@kK!TlQGQEZ-dkMdXxyc`8KND*@(jl*Ek+m|^k3jZAvu`Vk874X^y2eVx=q z2FrVLK*gq6|K&^?X@+!QoekzeCnT_cy0pJK-?dm2)Y{SJuIfNU?Mdmh1urv{1Ihj^ zJ2`{Cj0XD*(mic0nsjk}k8?A!3#kPu9HQt+Qsu}+9H7S>)hqL$(L_FiB0JhB9z|@a z%nTP@ETJjF3i};VvES@vq*IE$@5n4-<6NgJXsxZ23bAxb`_|-H5XrArqpF@X6;;(h zr*>oyO%ny=lFHXn&m3ih~d?Bi8u@@jR_GH zxz{e$gF(t!wNx^oV(@VECi}oNiW5j~V*Tz0ZYa{V6KuRLfmV39Qiosx4H+x!@c*&* zB=AsnUn{Z|B9s;$L@LaTec$)&dx{JO!aE`XE$`?3{dzs~Jolb^?m73Id+s^s-b;o~Sz9_-f3F$fODp2pa@>BI zUf#$RX5RdBTUbgQZ^flVZ4uud!7?6v!SA`A&y}4Nfr?i<;ctp`uOD+uTve({-Xl-;2rMHx1+*qg+gY5mg6FO;*?;u*wUlM44S5@f zchDU;z{EFr&lyQtam+*-uau1HqH}p-v#K`$9p=3&{)7GTSR}zo@@)`)Irdo2V{-%FYY$ z>-PoX5Sg(i4Tqfe^42S5qcxF0vO^i!d$O$d}HveqRcG zk3?L2mrXu8>79R9%RVGjB+ODMW@|;`GTXFz`lAJQX}roPE_bW;3-)%`{rEZ0?^)Ir zLEVQ9~d%F_54YkwI(c7vIb5&Hw z-E7bpl@~F|tatNv+8q4oSRA`K*4qyrctRKcQg}06pJOj?Md_iN);#Fs`^AUWw~eO5i>NKC-E|Kfnmm(@ua?)7> zz|AIh=Tcv6*($RsF%F%%o>RMsoEo}G;(^dp_=>9H$mPsV2SQnl`uh|3-#Lhzo0LXl z1Nu(C5p-D-QT%*okEf9NQ_CQ+ou24Rd7BX^Q{_vVJM%U>Zhr&a_MX(`*x{$W+q5sm z9?~(?)@I^VQBHlazifj<#|`FZ884(_ibpj)DRNK+L3>aS`&|q#CamlU5;-7MvrI?# zXkwdE*ulQqP#A>InO% zi+zb_g3V#*kc`{q0uef0D?e6t4b_G!p^d0&Vn?J0acAQSe6LrxZnU)Jd7@mu)I{=L zImNCDQZy?cvn#drhuhT7k5g**T!^V+91UmSGsyOOVcn`Kx!1zR?UUrbpac6)o`t34 zc}R3%S&bWeZuiAYy%Xm;nxZ05YrWqp)?fm>D$j3|ph-%HP2BJDGvAV(+S3cy+Nq~!p`bU= zH+E|^sT_+Pb8OxPr(LhMA$KCIJeFNh%VP>RWO45Na2bKqd(joe_>tk3rRu=L4+s~G zFJzA-PW*|G2I<9d@KjFN2H6dze3{}E#ehum+ej6KLs^lAB?oud^x4Tov5Ymh)4e^< z-m6)$mLY%0dSC82n-Z^bJ8j*Osw7QRvFb9aVo0X#W2}Wyl3!d)pI6n!&Nob%EZdI^ zyt=c&EF^_nshlpih-OQ1$eHW3Y(4J_E~9GY7~ocd;twpx^p;w3Wq21~-PKqnv6Ql`!CuROB>@!twKE0UHv=Y6Qv65TsZ^t>1U3r;KVj_IHZ+&>gDT{qQcA7OY3EJsz zJz^g)t|`yGx`a1$_|fTZC$#mO`-iR%1o|ml9=_ditk;izg%^VIl9+O2Z+vS?=Z6-) z#{zq6Iu3=7x=^#O+MCaw(igNw?$&@>CwPP5wfx5xzQ?JQxSjHLQG7hpvXgIV;_Y+6 zK^de~%VOJ}F<>PVx4$zy>Gr6+T{X%l{L$E}{_r9P5wkF>(7tl3MqM%e|>V}U*VU~vESW5%blstL!Q>=3)=DiCt$7CrM87Vq)?Wv%AT5r_N6 zRni1RdXtdbZ!cw#eSYnog<<8j*x(R!eB#PZ2urnB+SRd(nE|`k94?}LaU~aMx?S9S z8~2>qLQG65G<=B;Up8dNqjzH-XBiF;@H~%Jy6?iEk;t3j>#D>mP;;r^bn@zl?y>h7 zjK)Xaev1Sx84z=!WX;3m zcSnaAI8S&>a5rCKO{jQGr=FQ}`n*$(pyJ~hg=`^V^e0-e#D!f$vYW{ekPNl}i{8HtHW+nDby-p0L_udLP zc1tB^Q^bei(MYEidv0p3Sv9ipp8M$4%kh`e(sGfpx*SxBL6MYt5w{c>Y(lvCcqpAJ zSB1DVacbfe9N}Ti4OHD_Cq{0I<5b$tt(Ks|z|5%FgsYZs78qbmy(y_gtF=<-m7sBi z!7Gm-U$q_gtT~cHZY4aBcocH+Dg!r_6L^??bXAA80)-GSbR&X<{OuUPs{=pQYNDmF zqgK%25FJ1jx5fl#(Z4eBsxu&OPqtjYlv))CEG4-m0HIAFl?%qMQ>-5(Pq*JHRm9PH zD^iE8xn$QM2e~eLqTHby^57BCYvh&XfkC-Bk(NC*KD}7c; z$+Q*fJ48XY6|E1CV%gw3?@eSI|go@TI{j>tBy*4v1o6iR!=tM?uCOH$@sFn&+#9) zuc@?5ozp^~Nz>!5x9L^YhtlHdhqGR9gvj1raUx5(O1>rSZMm|4gND?+aXQxnx+zVVTDVOt@xOHjzHJ|SC+TLrzQ0eTt zKTRa48=)lTAgz8r-&31gDUq@$QP88sTPvIAq_TejiaASKoHGAHrd9;U9`fqt36Iqh zMODW6IFGEX!;~nYsimQ7`^CH>PP{;65A8o8YSMToSlO-Os)1awvA|vfHp&xX>Bp9& zS!4HSy|i~X?CD&WDsf72M5@9aPbv@4(_cQ@^?*UZ znf@+MF&UKyUAiOY$g1^~eFgU)dVNeWyV++rd?<=dA8W8JtZ-A58u_7uU|jO?tMpS^s(JB~_(bY(1kfr?(#O;mZ;f z2~gO^gAu1M(|1O!_f>0s{d9|3{%*d`GHDWyjdGRPUOJ7(2nLjFd*(Be{v{+_HYs}c zBnPhKuBB2`b0>R8axiIw$c}2xjn=W6E;LF9*N=I5(d|DJ$o+mf`z^}{0X!J41X&%s zET1KerwvKY@TrIJ)j0_(tZNatdnM*jZRsJ-9HStXNcmf;6nUt-%PhK_@;Y&^TwlBl z|1=@q!*kGcc}&{yxt;vXt6#)+pZ61$a5g1xyxL;ld8O}OisafZtALMbq756Pd6afJ z9=>-Q%i>>HNtVmhQFCi&t(oC)Unwf?V9|+Vg>l(V7E$NYM{RDzW<%T?x1Ty#L`#;P z@*t-wxpU`}aK&ccWo=dckGT4rEp$6FT`R2b>~G!Yy}G}!;r)G$;%W=lWBuL}uiebc zJg~LtJ;UYYXOE93U>QT1Da&y^zDZJ=bi*r9sYIi(6h7jw@VK-|1e) z8u$j$`u=gfM^cgC@ac=4V#Bv}K1h|)RPVLeZE(Ezut<$}S8IO(-IE|O$(#3YJl=@h z(2Rn()6z7w*14UG6kdAG24Wr81n$X---emJ zQMpQYP}|X+s%`0pks>V@;p-;KREZ|;gAvj$0G77oCbDFu@g1*Y@k_$4?YmzNjpgSY zGIz2tSliZ&T6OY#A;SFSaB69*#6^Effr0XePfh};JsqPHf`Tti{DYuN^~ew;2iB-> z;}7p<>`+NmCpC*Bm0LL!i{c8uzmHTQcp{=NbZltI@NoA1oJ-6;HQP&yRg@j?bc-n< z2Dm##LdMG^UL%X@7@gvJ`7Raqc-8{Z_Xo3{4wQ0~zn(})8;No*#oB7KzQGhTw#OIS z(UGUcvLh`6Sfek0Vy&$iv{7ui*93K`i7NLfPHT5!iqyVF(cxsg)azK(y37(`#(g}M zfEdkQooLTI-#r{xmim&k7d>^1axz+-rEDDORKm8ZDPq$eLw%PrhgM_?WCDmAd0Req zPC{ITR@OkF5h~r512QDo`DH)|6sV9)Rhy1 zG1U^3& z2b4pYuG!mi#_PoqvGrmMAuKX#TE4?e{;0>ngeK}MOzTw^D4xVpz;S^4&y7ac~e;Y>UNT>Ra?S6`6 zY|s(kS8mO1DeGL!-g?}9Zk`~9s$eoOv50jk5L_O^cUQKWrT=1c_7wc2I z+MYOTAKe>#R46tQ zOap$tAzXOx#+aiz2)HVe0mr`(X>ymeq#P7DW+xJlR>Gh2p64^-J z?-tSzOa0uEhlxNxv*ooAIJgZQ2Pe9a+f+*vn7KDwL_l0rV8(2pzBgM+))Tyb+Yx~S ztPplcv^2+?{2Lqq(ngxYL|6-|<*bOXN2+4XwQ$t;KCPWM!zOJS9AxoSncH z0Z%6s8Y|%`%>f553P(tQ&-m964jF0ykaD%LmC#pGnJNVSlIF0-;hZHP5DyOzeh)!@ zjH?|4CN3@xfeJtb1o*%bd{{3u4(`c^#&Qy1OhHjXV69z|&Nw6n4d9`|tuSslX$}ss zl?DErM9P_{Jv5e|fFQp$#t8y`fWY_#Az!Txc2FOGdpULn=Q%Ju;m#loD8!Xe=Ifwr ztY=_2ySbtWy|%H2AW#S=@FH|92nY6c0M7Op90qHTah`!Q2bY=81dRTvR|~_K?$1Bf z*3$ZVeJ7`{cLj@6b_W?ZH4Nr-V;Ti4esK!XM_@5-uGR=;caTP$UquV#CmcUyiN+Qj ziF6{+8UGD}#zK%bU&jk9=k_%qZr=(86orL42g3LK=RxP}io`n203iIr;^1f-xT_7J zH)yyM0t*T(0t>N%W0BSnL2w9ul{OA=_ZfJ2p+h6F7y>A)wLQWKj)i~)zG>JP>e|f! zT99oxh_l_-alztL(BH&+70f@eT-_OGEd+|FBE}UlgBGYCtS9@1vw;woAaszR6uyoi zey}Ke;t*&osAp!t;>q^ectT7U`)7y-1WJD$+$1;td6?_EVw@4KIIpimbDk>o&+zb~ z_H|e|u*5&ZQ9&Y5{~&?3_#)Fv9aQUch%GTS9P!h}713Vl8mQygCT@kiOPZ_Yr zoN80AzgTTXW{vdKWxk*q2%2FI)H$`j2z#2*#6%*Xjh`b85H9oIe=i9qNl75W^vILI zV32uDcLC zf=vAz`7zbf1+)-0NI0McN5kz1_RGHzB~XEDY0c{iLB{4#hgb&Zh{Zy}G;KtHcE}vS zb1Hrj{BM&drKvHdt~77V5TtDmzF!w9P|3`L@Y^NI$VgoY0L>LpUXV7R9N|UB6##_< zfTK`=JHiz|+hPIG%mG{xp!DHo4+~&y0r-sQ&Fj(+3DQr~ed=huO=gYw|HUh;Gr}6= zoHbtI!9i_H(2##FlZ+>a)xYM^pEyNLD~oB_Arh-UN>KEtrCAXL$71K9_PvVjtH6G{ zjxz-91SdEe4JtMy8t|}3TH6z;F93-ps5XS_XC~7Rsj@%HCIGEzh&-S^rP-%Ur+;N$ zgX{3g!7^jse7{k!;Gzw50?YyYhZ_ap5@)`7{Jm164w}Yx2-kVC_uIuq7wj2+hMyce z(=LvASpJY`{Ipr#8Z&9fgA@HcyuOzQf8rFPINLh_g>Xlp{x{tCvlNxSx`7s;fcKk$ ziTob?+cE+-^&eW(CMxZN89}; zq!C1_c+ZeCekhm$;HR*eprzw6fzrcZoo`=wXL3Y#) z476vML|_Q$+$T&Q)1k9zC)ivr{;`t`LjC^%qrikCYn&?v4X%IxW?mt&R{u?zQXrBk zq9x0WL-{X}B^wO#KdADQkakEM90h=Tra&p0@pn%}GKpC;uk*im0s`|5=i&3c^N*3f z<~#^L;y(VVD@qV00FImSun?taSi{j^iUv3}xuNGLr~F<%Sb5~GwAv9 zM1pBAAo1}IFf7s=fnRE3tZ@k3ALj4^?aco$E3^q~NW5W;Uo2qpOjyut{$o`Z*3Als z#QiDW1@~ed7Aj#ED6xtZ{uc-aFx+? zgR3bRB20OKsq_l~Ol=qDhXOp{OF$FpjsOIp0s@-}KxeB>r8f~^Z9{l@U|emmGLvOy zeiD}fqlQ!PWnlcmQ^025O&6WX;Fr*XyE-Clz@$YtaNYdb>(9%ZAgl~{Y|HA zTDu}ZC#^dIboM)e`ALL4W6*C7<_hDJvArNdU?w&(@HsH1o3OE#m`o0o0h0x%z3%uN zR4K^pC!)dxIhYMd5%TxsQMlPRvtBkZy;%YUE}o@15NJLl0}dH|1jrP8LLy$!5w>8v z;5r$MOAtB&F0>J##>SVh0<|@m%!l&Af{_Yq44BG@cYpwdj9x=<&&A}BAWlr2d_#l> z0sA?)N`c*3a43IQ7rwRW1zN%*Fu6BlmRR4_wj##aivR%NvEGaywnDsM(j!Ph6MjI0 zA8-c^4P`7Zpo~B{A^-ztINXsJ(14@)z%uqo2P{4-5@Tx%F1gUWfIgUY35f*NskJfcww}?b`CIJ}anT|7rD? z$nAOf#+ETgAr< z=Cw+MEpbmLqwL?-L1L)*RtO@2nNLz8+=v_cY!H0jw;8FFAsQZEE4J{!`C5%{9#TZT zAW(Q-U-8|a+-L))Q9HZg_;CnNLb<7zM9K)SUEDyE;@kK^&_bX0VDb$S4+)LU2aU&S zHdhqH%oZa7E-N80D8B#<1{H=lV6a$zsIahz2%$bv*=dA9H7}uv*Vzaq{FqvJP|hnv zTvrR9qOK(4<_5wP7Z!qv z2|(d|2q9}BJ|SyyVLowTTN^&`r4>w2+zR|3h`?uc=K`J0q@4r`!a~@J+KTeo+KAfn z35mkR_~0U>I1jk%Ogr=7OpB(}Bo^~x%Q6m=6Tvi+^FPl;5%0Q|5fBmu84JaW*(6B9 z+qnfn!IW80Fehu^KhLc&vlf;S5D*s<5ub)V`+jbD{5poPV3V0aWA@c_QIKcg7Bva{ z)-mjKdsBLtNZSx8@^9TmMA)?knr&#D3b^r3MpH{417>={pnUoWJ2w;@%&nVOVhSUC zQy>DwADxgWFAxA|4}cKBGk4}zC4Bu-W&9}ldfS8&3srZYOocYUfq@e{83BGMR7g_S z0GNCLcb0-e?+zO3P<|nCNhi1?0)w;VMlC5D{02Os_(8zau;!Hf5-5B=gbcW|1wENHFiT0o2clY^Pct(!@DFp@0FK7~D<sNb9+L02iwNV8Z@XRxX6Z?_lUO9)CYu zQ8s@7TNgs&cd&IDkH4R-i_4I|+xS^vG50P0f}gBxiFN(&kjKB=f?Z_dq(|hhR;LTB z1Aa&n7ndR6p?rk!#{b@{zJMA8*OH6NkpF~#^$)ODr_KN0KR-?ql{08;=Ux=p6Na{~m%KQvTor}hAVCsJ%x-!F5 zjH3>CLXr!9@5uLM34KAM&js`S_R<2_{4N&HkmkQ(J)vwCpzRNNm41#CFM!SO;`9t@ z{u`YB32~U8!Q#1S{4U=9#Zus?&TbJ6%+>h~|-Fia$=KPmg^XR!7U zNN)R#F#nBNcE%F?BlPlu*nGbv3ru(BJCE%kxG`oJJ%h}DgVS@pxW7$H&qd?=dHb(U z1DN6MUmo@$>c{j@pE;!Gd-pz0!kP=_8w2xSKx2`qgafPQU&;PY5rQvJb5T#+n72Rjo&4yi$?Oib9#P`68_v`|6L58HrW3grqhfiICqx(P0ou2vH5;R z|35d9wT#f#NI2?W_>X5G%pDcqXghte`ETUpzdRRfPV;}8l+IB8hjV0RAT06@_iOjS z&QN}lcYob+5L3MS7a1=z5dMYSEztb0)R}*2iVLya&0Pe1>sn+6!oT3%RA8PM!ms4r zRP%q^d^hJvPy8hdKdd`HgG9`UZ;yB{gu*xTapvgfAM(ylH@(P1!U3=N(Xhxv+;2F) zV^IzXT4+%Y7v*r)v%M&XGs~&P`EdGl<+&F@fL^oDz2wug`rN7PM;vU6^C3PG_&=3H z!pOFEazf6%#bf?}|EY&+&$KB@JVbs?li)Rbvl{My+9Y8qwkREQ_6p6|S&Np&qNOn_ zhyPOzw z=m?S31+AlLdVbfvHZz6=aqUGOF0^VRP{j!gcly;9KfcXhZ1Llp{B;)p6lJY`17)p# zJ!P$aA!P|RoEqHP5%|H&D)DuRRl~Q0NAPtPx*YQx)ruf^L8YMN4nY`9$QC9bEMm^* z3f`g($08&F91gso6^F4$qHzF^JB(j+Gr)%eL;yZlKo|<}se;#ZgMU21TNeR7H2@|C z1Nf8x6dZ>J_-v>CIsqKS`0*La^W!{m8~~pOpbGGr0DL%r&lKR`nC|p<&Q8Rz`9XB2 z!OSrwzcj}Y%y}GmNj(m{_>#Eh|K85WM2J+MEJ{7&Mb=mlUZjL{9iZm;8CB;^?#0f z{Hu{d+}N)lBcOHiC9?!iiT~N?`0K{S=K}pd)ghlZ_p8SSOz126V-mgp$>^8_{nw3; z#YN5J;%0GCL$F(=W<9dA3*W`LWqNch&Mj!%?6~+`*)Ps5i*w8D_`plc;v(iVzZsq^ z|3gD$7X062jC>Z4Av)WYc&YI%8s-bI=7Rag{dHeJ;~TA7V}vUfi9t&M|8koh5f*=S z*qo>zbGh-)i`7M@66Ze>+}VG~0bVmq{eBO`|AeV?(fD1G`nR7=FrB9JujO=cYsv4r z8g{|Vgddtf7kRkI!yh_v>;GAj5@E6-q_oc*i-8YY&!2<-H!1C6#H#w&G%51Snk1;L z&&-8I4Y#;?&JBl{KBswc(+*zS{O?m;7Ugg;m3A?e7LA)V3jdI$_~LxHI3F&~hrcrQ zlVE56u9Wuw7isjrC#U__llE8U(J#E3T6E+h2;z)4Z)fio{L3A=c&09J)Y%WY0ViP* zulc_vxpan{3!pLIP4R`jZa*`Q_Lm;KHs{E#MM?dSO6tEjM|Ob$^23t402;qRQm3$3 zjCfD^wqm^)%P5@Lj8?DQjqfargg<)044t1-PBe)E;mth^LdYp{|{T3K){W&b*y^sjUmQ zLttgVK=s@ggvyh!ln_{JSEMrzOw`2Jo_wjVq#{ENR+0d#IU#WHX}H9@d%x>>&W`o( zsySJBvHlMbji|~Z{fLP11CNXJ`vIa6RavAT5ix$?aglyMKs2H%i}WKR#t%GFOUZgV zgGVbMZ~y{rBhBH#AuB^o4L)LVt_Zjj{t08{Kn)WS1fT%^NlFTUs31{bb`tm(++>PS zLRf<*{s9n81lkT~55QnhQ9wp!3Ki-pFrE$BCfmXtg;%tUn#9UNW2Abd67&*Ba+I4k zR5aI^2U^~tytVg6ct`!ka^%ARvP>B^SJS5rz1_kXjx?LQdocC^& z%r?I_a>)lsj@(lwuOun);OwgB+Ki!ozxG+=6FXRg-?IX`11e|aCC@VSLbc^W{EHfW zxcTI-a#hk=RjMO~nI4n@r^dWe@|*X2pTr2gsZY$ZyFOIaYf-VsW3cklaUF$_<4P-w z&cDt*kx}RTX?WbL)BLhvSkUDnelBm5E66L*o?TYfTSq%~ltjJYK6>hU`ct~q=IoaW zPwPJ`HnHk_KpMQRc=<51L3K3q@jII!=fvq^P9MZ<6*YdU815jNYrH&INx7r0IH;x_gxbbknLLRZB=mYT%YscIs=3Is{#+y`FW5AM)<>>Xf7ozc+G@iGMJtI=Oi7 z3m*4ZuLfy9NcQ>AT^^N-IpvYPCx)>^4=otN6((5>@2-v{mt((4Ce(~sy1ggi{0ndA zK3uT%vh-xL!4vtUS9>mYKyvk8w2Mn;%EXztnwWj0Jsg~_Rloh!rn~X1aHfa^ZgJye zVg2`lCB-Uo41B8}e2myMes=Rs^g7$irjY^>XO>(OJM)oc{hC6U$!dkB*I`>Os!N47 zz%u2RT#yyN!@b7O@HN!6FJicx?3>cY~LR#gR5R^aQ*7nbXyN<#$7k0uXkm8q?G*&}b?Ma9@;@VKt!@&R$O zOQoD+ca&Y1XPfUTV)(FWZG346eZ%0Uc;8*njTH4`{^tH?Y!AQBT1gpUetr|XlY)8> z=~>}(%f&FI*O*_3vxQZo*h6I|#7tH(U({;9WMPC}8+S6yaBGs#5}Mc1OIeSaXptE@ zd0s*)AGINEJQ1?by+*{e?zv}C@&wgNm6K8E&c{N%_Xc0LzcjxY+?8*MP!PR;Q1|?e zlS${gHdw>lyw*xljT-UU9KLdkITX#l8*_f!_9ll}}NYYhIl{G?0FM{Y8vil;ha0R{m0nwH29uhd(aQkN)6w%I?EMl*P$|9xux$ znhH2y@8U^gY$AUd!yk0#28k5o3YmqJlmL;E!siPD5d1m`fGC1%C%kuv|ePfT-wXd3iJ% zLjWm4_$@=gXi{0?-{7Bi05BmT!dIBE*yLaE92k6SFkx}RU-KCaODH(4VJDF%v;aU9 zFs?QT*ByAIpym)Yh&n_O`~d@CAWr%SYaEC$Obp5|1`_~8p~C!vFi}8IRES>`CJcze zM8Qr70Or&H#K6r82hs$hi9|a>Q~)7}yp$9K-w;IJ8ox?}7(k5l)$#v$>~T0}tONvN zgF*6RT>W6jU7c%Q`_AVn5mmK{0+o5N9C)5OqNSq!Y+*7$7Xb zFCrxR6M7&3+6ltoc*0`&p~Au2ij7gP~*RYmKCV50D`F{E({L-$yzEf z0YL!NNCXfnFi^}z@j5{tZ*Dr}SAkKES&aQS=z>b+-L6i{gNNa??ssb@fU?Oww>0DQz36v8V(06ato`~tod69si6R16RW*(XA%Bn-pD0ml+J8bOMKQVM{Y zY!b9N2poJA0^bUQ7z%-^dit**6s&>A7kn>300c4!UsRm%Q&fDi=yVZtaL9t61wj-9 z!6!j*?jb+||B8UW%>i*JzBc$%ND$O^prFkd;Q0AsYDi71a&Ty=E8&Lu!W^JsKM`F5D&F*e-%Q0HQVyLt~U}c0CH`PjpdjXFI z1@Bu%Q!I(GTN$XYq8vkZ%UIVX=Sf3ji+i>QTg$DM{9wQC)ch82(JKmSBOmv@`Sc01 zTT;rQlp(aFBehP}zvsf)r?v(r*IHbbtLojfYs^{Ce6UbQY|L|f+4V~&)?_vGP@E|` z>=$nJtTUs##j@`0c3bs5lB zC@{@3{=ixD>BgnqntXo2?Rwo8=`NyQ!|v**dk*a$Ny|4HT~!#?(3tC&WA|{xsZq8{ zX5-ON<+vpcK_nUB^>qfXS*{rEXq9h?IQXG3yL8uX6E>3)5|h=vaz_qczL8UX$EdMC zGDPnEe$$OLGB3M&wop6Qv}7vpki1!A)Tp@Scu!5`5%TL8ruX^Xc}IkoNXVqGUiRw3 zh?BVMZNn=sqBG(GFNWMQMn)JmYW1Y|wr_D88ltMd6l&J9l`8W3INRz~9_K!ty7ejR zdBnl`(wh3aMjMAC$qk-o95T}`R8LJ3+RW!bb63~#V(tZx3m#O4yU)s;`>5e`PQ+lx zh15ve?6C1e4f0+3@diE@??kdD>aggl@+dyoFOZ~p!MfVzL8OFyjNYcr%QfUqpX1%U z^})%^v#2pLpTTjmG|ob(H3fi<6UTt8{l9e;3KYi+~YqP5Qo zyC!U3Z~1ts>hhp*SW3%P341re(L(ao_wJRc!n_@tRM2--(D@N>=|n?e%doA{d+9cf zo}m&>-|Eu&f#S5kbhz8r{*$!p`^hkO*9~k@66uh27C43#{6M~Q*`vHqX}j4r=v|h^ z%A`F?89pzjZSp8JqhrENe1nxg(@A~K_r?>4+!{0X^!QWJc|vx-uR9>>W#6&r2*)GXu_cdZp^|$%5UNDAQXPmI4dt$R)W95U& z?i^nd4|qaGxBJ_g2l;n*t8VJ|CzrBHxkIDq{xH0By;QiErzvSJ}8UwV9O^%hj7s zoq^t>1AHQD16W3+Sz2UDtxw0l-EJqccZo^JsrVgNcJG(s)!caGLGYbQ5mKW*xN3bk zJ7#Ydse}ZKxqXR~@u^q&;?SC^M#IQwx*pfY^z$>f3d@SK4W1Ft)HZ%m#my^2ZO`e; zzS4O@>e)M?#PyqlUuDKUd6_wwIrzHAHag%Tt>u17be`{eio=8TVY2;CJvv7P^5x3Q zhJZ_A+EGH0Ce@79jD~i`igeXJ%G8XTc*}Hn7#O%ZQ#$mb+j8YRkm%Z)qjj%I2hA^H|0ge?W)iq5uJ3koJ)l1G4G3#HHNk7lh>RH7-%H4as<47O5WZRj8 z1O8afx(|a+)LEvDHo4V)W675`8Xc8T7VP49#ne24&rNI&@=ZDf#3hCJz zuFt-nG>c^04#T$(Hxw*|gqU48n6_LoHX_TWPvN8gSS?`QmgCe)6S$o|ii7{|39jQ@ z=GqrEA3i*NUBr)#xuXGkc=skQW|@vG#5=04oagS}z5xZ0F z+$Pwv4Rya{HPn_mu1lfcUEp~;&+4zNm#Dw4C~0cbF!x*OHk+P z%lZ`)IxqdZ&c{u}Jb#q1Jc5dbUD)Ed_Hd9dsa(_cRv9lu(DHz|J#DuGxf6y*4;;QO zlNV???i?=9Dsc0zreJkRHBUrs(~DLs+5V+INAj-~Yum0vYVr2BI{Ka{x(a>ZyzUHJ zC*0}Gjx(@JB75o`jxZg#N#pl`Z#Bv^S#PCyskYW&e*@dt+kN$tn$1`hiM=axqiaCoR4Uh)T z7J5y2)3#=a;~^AR*!B~yUA~|Sxi=8FLV>S@7&SkZmw$KDm2O$-#2GPlb3 zBNQB+*O8WVK0Ef-*59tcy|VD!$16*2Qua0Rf23+lM0Fc0oLNqTQ*e%ylG5#a!RkPj zd^7dY4OV2&zEUrli_Q}bO^rJ%#VKxL%HGNvEmQ1iAFAWuPBB4_O%piFk*08HG;}~_ z@K7Gp!MomMrpNpglEv)e?myjkkGUmo$p|}ZTK`+al4Ys@6qCaKi?)|W=n{Og0=B}S)AX%o6bEu!ZL-xd`k)h=> zAMF4^3c6Ft$r!C1S>AE>LXkxBOO|4|o5>IRa@6l=>)$qiysJl*+(bjsJ=RJ0yMqKN<&Oe~2dF;WF448;u8@6+Cb6~L)#W3cClks@FYo5y zq@vi@`?~G%$D+1%!W~e`UjG_nwetat8D5Nav~TO<;|HIXI}2h-)0jp?XoTwA5Ht*N zWkD!=+Vs^X`PpX7EJyk@Ei?zXc9xV0eWXzpa6S>?ZgaoS{N=j)C2wv5X?Nc&k;Ybi z==Tm2XtzWy-L#5=*Jb5_!xVDzQ+8K~kA(6f%Sw;S=%+q!G_TGnuD%P}+ znVw$fqkfn-CpIv;_!YKN@34Oht$r?$%)`EYLT0GlrhxTT7shu*tz$G<3!LrQOL%i< z{eU=|=rC+ofXm&B{?9XlS(&t#HEjy>NxhJqn4Fj-`Cdf>?aKfBcBEgt5z_R!*d6%; zz5>sYdKX#8*b#f!*`(HZD#^X3DzFNF9si_uc+=akTa?-lQcr886zT-QJU9CtR2HTc zrnhFVk|(8p$KdqLDJ5UK!#m>;Xo(*w;lE(pE=pN*r!nBMnntjp99^J~Pg~8lo0zP0 z){k#?;wGM|H1u%q^;wqC&XiQYU5X@g5ELPL(sF&O;^Zcdy#VC=46x)W0u= zR6U&k@X8p_0!=C{daHJM!|rkkfu$?=#2nPEmLGTU+bu6DB!6+udO)B>w&5<%fK8;< zg}CZU&fDDDCwcWkbx(MB*{?fvTTWYb*%Ru}ff%lAr?acsAE*d27gE%^lw7+3i*d@; z7-+yTBIO;kRm~*Fx`J1UG231R!fsq>xBTR|RP}-IQ-g5z^}R<{81Gwcnnh;N`A}b@ z^nl^&9jO;6dxm)FgO*VS>0CR{-jqXOp9<6@$OJtyzJBk#ctS94#Jk|8O-RzRqlf9l zS2IEs&3bQ1YI*FY<_9+GUp+(HqgW>*!jyAF|M=EWqoButD}!wGb1m8Sj?<>$OBnn# z{BL#KdK%Tww3EtlMEUr!t5+Uy*R9oTwFx+$8g@DtXxb?AYA3XEgSJL4!y5;9GLEtW z*!l2=S-8NPikE53@-Gu=`*z(b+pRO$SYjrhQfW3(=XFfl@ zHj$2bR1%tdx)^(QRK$k(q;MzgS9S~1f|5_@acLeTQs4WeeoU0P zsq0zh3WIDb9(A5@uG5NuuU+gAP56fis`#O@m3>JD2ahfX*wEK%*p_Y+|b#53pNxr@FKhG&jJTl;a^5hx~76_W`j11|M^3?ed!+Xv&co z2P*hP3SMOs;WL#9VvUvSJd~}a!;o#dHilc8ZAGTo=F*M_yT=b%?CD8uQ!a2`|DN`k zpPwwsn5DH1S|yVt_d!v}9F6^Mu_Eq%YLmWnCmrRDQ2?9b&cv<--124U#v7aa*| zwrkQ(;Bq~3S7pd()?P05-l25tYVGB!wCYHnr^h~?5V>#micfd_hhuE(Gn+L0UiV0n zrmu2mXw@bsJ1f#M!YX1nkxCh#w=yU|N}x=68C}}5-SUS|x~tYSzk-CiNJ(DgP(GM! zwkl8YRx8sd?a=Iu8u}N5+BzInWj8tMpKL%1+g|Nm*4J!uGW^W)eXF!lR9zb_a@*IE zrzq};qwQ0m=t6R=O}qv_?h*L5 za=B})ds6-Q2ra{|m~fi-iXbs!SR&RV)vriW2JiR<~ejRze&Lfs$Q&%J(KjN<(l3i`$x zwEEfP@GkaUERNiD)viGBh_qwQDsAV~tHv&Q7i(CgpTxJVjx2n|%$@5`+DE@3Gr6ft z>D`~s5G^10#zWDSRb6O4Uy%Jp6n^xRyQat;vA8o$_>O*XrO_M&K`K$W4-h@X^nxPOr% zn%*%98o2MCCyMet{V}hQ9VD)7ANzHc~Cmk)ZauBnZo^u<+2C0>G13^R$I7~OP4 z)s=e8$YgiUxx_8vTwLM@CN88;tX>wwstO-cy~2q@&rnGv>gfo@PPplhyf1aWDJN4f*#VTT6p&z z!NCfKu@Rta8*FFNi8|wJBe+$keQjS0c8h?B&bZWo*B-AThyqcLNmY3?}yAe0v0FA0@8mdUPBAL;+V`7Cm-C?p%UL2ly zbtKEg;Q{vav3UN>2i?Qm2!EL)$S9?gLr&RV@b2r6M5{CXCE_1xRm#-2Un>o_)5^Vc zV|7@UZuIEUG`em~SHA3a-w%Ucy^t=C>-9ECRC%)e592R4XS{Rcj`ui~tL$_2)W^$l zPdP?h=&|RXT|kFEDY(*l1dIL@z4r8pCvZk0VMf?h9rT<(5)9fUH5e{e*j zPgM5l#PzaM+p3-*(IbhX>oad%Hb*s#w@XQR1{9C@?Hl=h?`Pe_+5r98o&7aidgmKhVa$mx788CZ*=NzfJzO;tDzj zRx8hlXo-8(45JWMF3(HN22C3R`fQ$soBO9Z`n+r!@Yr-oa$CsR_v_AWxr~l_f8FF^ zZ*yIx!^^@Y%nr`_pGzbm7%)9hX9aR5)(86f@t$D-qKpQUG>~XJP(W-zNkZbhz-y2o z3gF#Igh<0b3hShh*}%bbl0kvTf<9`P=wz${lukp85gJKI0s+HBpUKi}P+=0AN!cSp zk=Td*Jvhx%J+SF8i3upuQz2Rqw1F2E)Bx&eTMQvI0v-&H1anfn03LZTu?4Xifau_Z zt9a7zOp^wDY2fDUj6yi!l@39|XJa2QFpw}E#(?2{`65sOetfh*kPtwa{(%ocOn(7Y z+UyT8d_-dUix@uKG5rGuBg7k~Ai%)r=k&Lk5@1YV`W+Z6A;dXmzJd2#O@EtxhmS?f z{+a_HRD09kW=ep4n|_Cn#mr(iQ$maoZkfhWoERehimmC|)8z%A#2AA?znKzXAcqk5 znJGz#>rDQdc_&CrU}51|Sj6RspTVFF82Flxg)kxLGOwKYY&o!&`24=kEiEE2i#hR^ z$!9P=v;en6i8x{oW(^ScWj3xON*w6?+FSz@6aXi<>Dgv>uIcrq@?}&W`E>d9>&JeY zeJdHfZC#IOa_EkG{7`EnB_B^eVL6BE5Mee(f|pl5Tdg`Tt?N0H_p_X)m4=AXzT5(e@ zWlNEuorwuTr#qJcXpFC0cbQqZ^u3=8>TD?4>y%6P8Zc7Q$(GIJmOER7a&x+B8|!Y6 zR`fHD>?S$1foq2xc|_Hkx>oL9^<9AyYXfv3cNNdQgL?!HhRLp%D!JCaS|#cQ37}K5 zjO#wV658EyW3nNT%l2s<$>qp!DhaALj5j7&_IPl_J$esVRkCeGSFr8y1z5&!)!49H zi))e}St&VoXy+OFA+PbXN*mP&BOX05Lk3^fYuM7v-n{i`qU^TtZ4ixgby>AfHqy~C z!*=2*>dUro>-l>4M^?TUl)Pw1b*XmW6{g+YgDTh@2xyvy2f!mBG#&)#xs0iNr!v~ zdk4H@-@WoMJI%l(%VQ1#r;cg{Ylb9kP9m?OuF6hIP3ldOPEysR&?=8Pd{Rc#&)U`& zl6B*$y+5$`p6A^ahgety1#P!Ks*P^6<}cO`U$k$dvK^;Ly>Vw5DVSZAne}Pd#{< z$%hhcEMc|Q$>@Cgu*dD`u0Hlr`5x~3MuXnPeKeo2dJoUDhL7{VPNBYZ<77(Gr4QAC z4rzzYv#u*OpXt+oW5QOGu~qo62pZO6TTu6IQ*j@xgT8~RBkCT8K3}((|8aGlP_@t_ zL!^UHs*sa_lVC4YdVjsNwRg=>+|9=uG7QRci{%b6c5D#jNfJte*?K+7i8f!F?_G?h zu*#K86Yhf*_iYbs?#g5H*;VBuX*GKACffU4>>7?Mg6!`3+V#uapWhCD72I?x(B^E( z<3Me;>xcNyts00?F&IFf$-8bZ*BD++QZXWSjl6Xt$}}`&oB!kVfJZr*Z`KENI-nymEOY2%n zLRI|QcTD&PKGW&<87$6Ng=u@+e?T@~tl#DJfky4tL5a3~&sI*1ldP8|?XR?Z=R0&K zbd-jzY3x=SoyEIW))h;9o|XH(`9Ip;Ik=Lpeb}9eGqG*kwr$&*aL3NXww+9D+qP|M zVmmo`p7*@?e&1VPojRw^AHDazdac#iU2ApqUHiH^^--?V=dFW`FXfij>nPYIy5se& zEqH6=;R3}osVTTi=hvh6%u!xfY*YveG{_zr1<~bBZ)dDe0nY5itgJ;-y_h?Hyv*v- z&PUFsv-~>V(B)EyD>_z>qy|QrS>3XIW1O`<){3cfoYyRd*u(eNkoQclp3dGIHG8)#o_23w7lBgiU5j`T0czk=O>&Z1qvh1$&!RW zTa0h3*B+Qci7sX>>$t&Vp6h2ea-m1Du#t!~xkkt0FYUx*x5w(7*|a$vaa=U{TILiu za!|+YFHG-g-eO`S4hN@p(bvA;AbfS32aWJym)!8g{i!1og>uk?`XI>tukAqRdze!o zBk7YT3tQ?XbOpx_V5+~Vc1t#cRR&@iaGeFLZR;+BzviOg2KZlLw|}GSExST}gOTl} zc;fPe)teJ-37!01bVB3^!Xv2HM{ci}MMRgdG;+J+@eITxR~3&ojCC*&2aY3IccAhk zHXTJoSIYXzAE=&hA|LqJTprm)e>?Ow4BXY1?=C)aVz?9)@OMvzPl-S&szD-IV&_@p&)eG`Ob>VBdzi{L3R@W|J z6I+#-Jf=n!*SkNoPj*nW4|l+Iz;mOsFLyI{!*oOOjP$JZ?DZV*=Ig2bq5dJx3u(QL z&v3;QN*F6lB5Fv8kWa>dlq%jI9nc+pCHDk5*~`HWhXw&JNN&)djV_K4i7!B$5)h9| z9C1fDL!6Khr+_XZ8V@k$PUWw}M;ak!3>?R28lj#QH;pHql|GDjGlnz;bCBRD!5y-&O{^9#$(Sll<{(b3A+S3v`4kvIa&3%qBBL4)QX51Z*U&FmNg!d2 z(-M6~rdpdt91lYrs4evp6G@zCMQCBnbRso7f*L1KNtD{0Y#NIt4s{~dXqZ(Sxh{u` z4?G-cjK3la7K>v{-x3N;(bQaECGRir8fyBt0;%zxxwNVV?zwHl#nt6&WbV=&mO0dh zG}}ytBTz*S+g#?Isyoz%fbH+K6YCqrXUR0Vs+>M^1e!vmlexHbWWnG$2}j1v-_0|U znj&Mz%9=ERk_L+GI^t*&JoykMWSIhHvuww8cjR8Foq}8WwliucYj^1HR9?QF#UQgt zcSdOCa4fhhuLkT({lYd1T?nx#QhH8uU;@<1`VV)%d8rzt!mq z8Htz-XwfDN^XUqz)NN76cGcS*b$=RBlt7>?i7YK_( z=OMcP{V7lWp5z^<5lsmyDLN968eN1;1F8^=EX0>+Xpyx~H6U>v2lp-zcTC|P)i_f( zdwVBFAt0IHM-rYutWjW0A@YZ)K=Qj{+Ps=%GGo5E2b=al9@4T2H1>!df{mji_CF4FO6=3tlX)nL#xU#)Ge{oeU&nx# z_ip&zVz||D3D@>>?O9*LGyGq5vNGtMLW2w1QHOCwhywYQFm6MK^iRaD)1*GnNr zP-PUs8{u&$E4!2`IURy|;Sy{IXJycnGUj<&ylvecaa0v1%N?ct6fxzr!<0FOkTDkG zdFMXVLQ6HL;<^#&ArETh(iX3B!`jrhItPoo0BbaMOR3!Ogzp+f*+`W~maz6Jy1Yk4 zc{&ecGm6)rcn5Fc+M3E~z z^GculdUT|0vX08_K(q~6Nx@m9WyUIES-x^rN~&f=6(M)E&XuC*f3< zWse`1aytofiAiPT6G4;<7aE$np){12xBCUqx}(Jr#pT7tA^aBSSsV+_(K_w_CEGj6@aq0>NjY1Y~)*>QtI<>{@OyMPhI{O*3_H9;^ zjZ}wL^Vkwp@n_?HL;QJ~bChxus%~&g41)2gTj!D{x(zy#^oC}zS$VA6AQcq$(7lYM z?X}FmOUr++Ya5iypEu4NETi@GOdrYBj-j?`$?p2QuA(kesD4bC4w2JKr25j7$K2 zU#Wb{no`zG0@@4TQ=zX$Brjf+U@qsNQpp;)L=v=?2S66CFIxn}G>MSk* zsuH8epYbNCO5UEasI*8p>p>xwmTr(0g}@E@akTYbj9Hqf-wtTTZNRNOL5V91=U^T+ zydEf*Vo|EJ;rS&QKQLUmt+1q`5iTBV=92mg5D`+ycqN2<8|=(B#AO z3lDBm&LIUQ_xaxF%(_4Vz5D~-T(sW)jQ&Yryepsrh$iKJuASk)*~g(V&FoS1=$0|B z&!jAo{hjFhcMzq$von~)itm!Yy}Sq|u?+g(OF%xuF~AbBRE@Y7YwGNpGdiAS=gbD8=V zIK)n+&!#a>|74UoiE4CT#6MM)EJLY82+k-g$MQuM6Z)jdi+nKWg}q@!Qr?(Bmkwvw ze61YJ{aO)Cc~dm-8y0yo&A2BOm~sKT-p(Y7o}88+>QTLHAnWUr^){qLjOFlm1kg;V zXqe(k&`BZmd>02`HZQDEMZc!=aOA3x_P8COgSI4japF5tq$!7|(GtrE*vD(uh6u0zjOObwRahR5TymK5x&phG#Uu`wtN#3=dfW#2QWw*!y{q`;F}p7|ER%=i7;S}L@=(%im`qi zmMGuQXDR#B4KrM)XU4ctdR@ol&={}TpmvjEh^6uYuR_AIOMpprUp##1yNF}ds1ZSb zw1+r#(yB}4Rz2rTn5Lv*)F{QF!m=#mP)b;>Jp!z=#Gpcs8RX-@o3;|cw12BJ$|E-J z_tu))UmmC&qyTbGkT*4g1`vtTE<+~(*_3LKU*$!65%eKLrEDCn;Y2<3g_!%Mmb{^J zca#qGl)oMZtOIXv!km9jU$|Zh+b@$LRmE1SO}l~YOaf-v$9V{qhS28Vx}j-$aqrJ5 z9=FG=Mj}VqT6)HOtsgDw>8n-BS>3z(lSH7|G1&1BO*r}ayydC$*?}l@ z!*U%W9h*Vpz$P64cy!PUItrQYKe1MshR?TJ|6x znh}x>>m)(fTmjSvIo%=WwLI%|#7wDw7dn+A$1OdW840Jt$dG22aGu7H$kHIFz;{9T zavBe5QM*8J&2uk6BAV`RFZ5a>0pABlYBY_r)F<*o@$&Fx>eye? zL>@Y-sJ`!2ulSh1aD9TIKz+n6vzt2k9&OS)=2+WK{8sO?1+S2oHQc>#ZFwcI$is2D70=!K9 z8r6Lesd_>(^{{$iowrJ476I=>)%|@nOA*;lXt6&aV+~(*xhNbxlKD9MyG@ewAkRO) z`YxG&)uVpZ{}oirQrY|6Ck1n(I~6vrggQTJwjt}Z4!1~=h3d`y!C|X)cY_n(2Adm@ z7(ktz)>S5~Px_oCjRckOlXz2W+Hw5_DeA{R1FOPMks8pSpOqx6ZK^I3IDytJ6N|A( z?0<%mAr39-Z^ewR@$MGGn*FI97W0_#J~`pCIpu@I2ie`=s(Mb8?W-GOae6949(whK z`borCB4oS#c#%_L$Ts>RB$f_L0@5o8^v1K1i*`cd0ZKAjxZJERwDs$_em-VepE_N} zCah;GB`q};qr92o?rtzz%63ig4Y#V*WWO4)H-wYLnOKg;<~?2=OC&{PS=b?o>4UF^ z9oEp!E3V>lX4k&zoL&m+-r-^gpM2@St&zN!x&%DViULT0|D%}@S_XYT(5((k#jri3 z_wYjwni(vw_KC%ZcEToI+;YvvO@p^_YQ{xRtETWWd{|DvTQ?)SU(ZQakmWSI#r}pk z<^W8in(2v3mj{t4R;zXLR%CYSx}ACWn)}4%;ZD^LM#g@wg@gj$d5*r z6cL_Tp6169a{Mfq=I#*|>Mqs=noWojN|ih^D+@C*G5fF#LpqFUTv}{u>?Ya{6V^j~ z@Kog}M!ToR8X8?}aJZRhG`hm+_ZGo=cr_~2Q2Jk42-*n=(l?R3-Xg4(s)~L*%PnoB;;hUjB)U%8VwlGCzJjsg3}fcO$m>m1`8nX=|%G`A`+vkxZ^7QhyscvZ|>-3+)R7d&?9 zVAwqhoL;Poc$6a1EO^+^WXED4CvfC>zD0No2)vsLU##VWG`yR<9a}thC~Vm|`n*rp zF0dUQ+UTjMHrjjG;PTFJddTyEp0CGO0ni)2!p?w@L^?+bAVkKW>AOjfEsSy_D8D_p6Ivf8IH#_nfwgPVrnV!LCU) z@`mOzvb$F6ZOv9n&)r(s2)D~XuJQ)pF6>DDsQIScZgDwSHS$OB9)lv%*b^~cC^8-> zR1@8_9_QwQ2zmrQ{8{PSKAKn(hk!(|FVlwygMff#C49iVlhoInz_huu5li3Oc+NiO zx}JMh0>`W5^BhR%TdPf4T&%#mz>r`JozmU)XxlRy0y&VgH74W3OqSLn+fdg9>42Yfy@4%~FJOW;$7hx9%!VGQJu!~6(J;LlsxzC1)B`2B-+wZ2{-_svfvfWVeB zDz@JP@8#-v9>F-!Xhq<}d@RHtZk_q3rqkH7F--D#l%T1Ic0`Ocx0N?fM@jiMvU2$7 zfU}F^FZBRX=@o+A5dDoDP)l5;!#pzc6F&)fMte8OuC0NkE3D@a)g+Xsn!t1!ZlJWd zi4lcZp58aFnO0H5eT0}0uOKWG|BT-$E%6UH(k;oRg&2Ot32C{{8EI$I+hKK=Q_$BM%lmGqO&!fWaJO;0G6!Q0A$fXypTzB7p42OQAnr9PEEDP z(GDjgQeBseGCCZ+S%b@tScmu8*(N=YJz(okz6f4;UtV|+K%@ESxkAACT#M}=-O-Tc za{qAwQktUf?twnX>K?1(vOp03=c}I8IV_uDPUemhZ|_k7Xc-S!Iv;BTEd-uwuiN?! z6zioNIQUB_GY#6wgFv^QZ(692o(#b$kutORBG_at7D_L!x30+O`d5#zkB}}#+alZ> zpg&Jeyyj*V0qOMMySRq*MOZM+%(H$aYRdCT#l=Mz?)zf)pZzyoBcTe9Vmm%v?e1q5 zX&nUGwTFmQh&vW+L zs&kRm^ySd^{!?4eaezZYjjmPh(-?LFR_pNj9m@oT!fcei(yGdZEHSyuF9PcRX{MYa z0{q3{gQ%Harr>mNGjD#t4$Xp$x8+P0=GYNkCntygCBe`m6{~KW{XxT$Zkx|)r&>`g zKBKYT*wkl!2cP#|$}m8M}JtS+OOtU0pAHIBiv>qQkjxUzwgc0EXM+R;ysv~ zI1X%`A+R866PlCJ%Qpi^_SvJyX-VR_6{yP*B?+H-;Lb8 z&3B&-;7uue5VPXViyUU#X^)7Z{lNl#LsRNweAm>{zWHUxxEkijOxE>J%Lkbea(XUt z*jFMQOBtW3G_q``53%@YV!1`!9n zm}YgnO3-eVLLH@YWjO#5OeF34ZX+`S_zwUI>TskKlk%wBmwV?0flTAI8=OIP(g2`E zKh1T^$7}5a{FU<*Znuw9t4pc+!odCn&Pr>GwU+u9Fd9;PS_CV`7nKtt?|>m=8YYN@ z`V5G3#SvpOP0Z4!o4V-ZxXh7a-*1OGDdPrzF6G_^{05d|Os|e&EG)=j9M)Z~-Vdd2*FUc`yYKt#As6(Sm1r9!5SAg+?1W-uNDnGGx5 z;`U?T$Z#A!dnl)(V;{2DNbYugd|Z*;TyHzNwb?$c2jXtQUHWcl|;&NHoz>9KM=gV89%e9+R3y3LWf zL&yp+$lok#8-G)O7btBEzeXbvhA3}-R%C-de(U$C1|$^7bsFs(C<^|7<=SLl@2nJeVV!uk05nRc8Nf$VEeU@vRupR7O%)am0 zCE#&QBQ_lkCxw@In7iD3KxpXnXIa@FxP4ga`ha~C;iSSLSelFkA-JsUE>=>{Z52f@*eZ?U`oJg6s$ zr;^0dtW!&gY$>xvpW!m~x|oZ_&AQ+L);o#aKHXE&uJyK-7}@X#n@nXgmzUSS98&iA zj2OoN4_X|EW*ky^>}b781bqh&YtN55a_hzO?EWd$-~Ve!P^9o}e$chc^^{nb!`;p8 z+4UJ68a-y6-g}z?K?fKvGzAg^f@jkihURnk`AE<4j+8}C5-v+_ZEsm(qhR}1@8;2o zU5<1zkDpFUPLyBDFO#l8IHS+ecZlO!7RqS0xzW+WXARAEB=mLgz1DB&mx_52f;kyV zIX(J~)yj^Ia$$amZ5d2?-)152q}?odBlDXh5wAaYCOyIH%f(uN2Qs!NIlc? zM#_5^pLOh)(FE;>T?zi2Mz|lRpx}W)(-uY8Xp&-^?8UsCi|wx6nM_f%y6d$+U#&U( z)v`1V>tJeVblN?i6D@5*n9!hE4GD$2BE2GMLR zn|X|)>J5iuMA&Vf<3!Y&L^kUy&0AYQB3lfe?7SP@A;Ba&t^9@wkgNds1{dUC|Hb28 z8b9XsB__3=JA4tx8Fe(h*dJ-Z>5O~b-`yQ~TU%Vx*yR{U9a2$5PNM{QS>Z0J)`9T# zGxQ)I)T66`=eL?cVD;%liM@8m@{L7-8%i%x6DJ%Q?q8>rh4SPaJiay_i?-?UZGlXR zsm}48F^aE1BHP@1a$JN&MN`wqhPQ&4n9yjyEG_UCp>=xdEovraQuxGelxF~Ss^pW= z8oBRPSgKZCqW-OegFmmgDwfT!mw+DwRok8T2_OX84B>}|XZ}u`Y%v)ShDTiQxVziQ@tf|6agUIWiS|$2UMrp= z!KUmJLdYKs?2y+~yzBTtDRa8kOlSNV+0*6-p^fAD-h}!2gkA#*ua|uGD5NV0*h#6z zLJ+vn3UL{?LD_6+848@()grm<*aC`@qs`P;xE7b)>bQXJX+OU*Jm-ui0C;g*49#Lk z6idtkwxyjxB$U@R(ovVUBJYC(QBn4pYv@ErOyu3qGR63@Is@iubsp7k7?m(qD)?;3 zE`cM|$Lnfx)U&%!wNP<)VTw?p^uvo=!=Jy?hpa_O)*l!QdgK{o-d=02cf0+21cG9@ z9dEnO_YO{ALx~ljHbR7l>}Ya!ZTswIpqgNIs;Y!U8e6W507i36Uy=b^NjW?%=gFil z1_Fi=PRoaY{(#75Ymq+Qm&3vD?^-V~%kGDH27Q`{NLrJdn)2|tHEu^5W z2cyF4d<r#hXuxLV&Os6D&KuXnHjpKM$T1g8EzO{3wp9k$gLK+ReGrRhd z0B%<@(}~>o(=ms#HZsgDFj&v>n21XA2t69_E>)Oz)8WEhH)HmmWZlI}zO!Yag)M;Q zqtd_U8{O+i!EvM+;uhYkUvqU7E&x+G)bY?5IGV_R6 zkmFM1!*}BfE}$FNj}H#8Dko_{FvwH}jbZ+PQcyfYKbd>$!I(QQJ z`Sf)6ikHRvjPgfEmU6|=qUmYkjtzg*=WS1ogDHz^vTOFjOYd9^jbYc@GTDWnzJJFZ z-S38H!ohT{e-pg}5q`sUmz2!Vd9t74dwjYDZb0i^T28kbWLE8Zp&NpTff9G<@_X=V z9Ca@GBh;-miICLn9JNqfP_Y65AQ#YV?16h-WEX1ppfp)(z+xTyk#U0_y#S8!=Tp^6|Pk<1jXrR2s3Vzxvi<9k+fPm zCcfAtZMGiP9G^HAYAeHDzxJKf+z!UtFwuOo{9t1)Z)3G=EsBGRbasRBB*-$- zM|!tFvI1!hCT=1x(~+x_xq>TRNTem1)=Fw>>XFr|&uJ$lB*iKTxCsgJ9*LKvC~3G* zdn*FCDL?`Tm~=+7^G(uByoYgs84S*B2IF;F#NAGxnJgZMVXL!q{I18>*4Y|HYw)CXK=f0yFIE>1|7*Pz4J^Ba`qf#Esw@{Z850(3+2 zi}owl2j$x>?LFE~^z&I)0P)Bt>XOq&BQK1H_CdkR?WhgKW3RK?GyNyq^oF9>#MVh~ zU!^-yk(1Y=o@ghTE1wS$G4BxPUHQ-KhIBcZB2AvR$J?!`&kHjc&%mM&>$f}d#mmwy z)`)iDue%w*jr*PqD`sndi@J}IFdiH6U>8}A_l3_i@McTI8u>9!N|(#0&nbWG{vOW( z!LsO-b?Lsp%VFlsrV9MT?TBPzzRIk%W3ra0@)YeM-0Ji}lVa`qW!R0PWpovG$sxIO zUD~z6(L=Ot9hg&_=+4rzY3cjp+MClOFviV zn96SJPtRgGxa{&RPwV^VNw)r`uG6#&kK50h)6gx4XX}MY_&A_3fi)3|^@vms(>>$T zDIl+K$s4(3 z74u`b`nhU-5Iq0#{^cltj!MK|ig_w%r;TEQ` zvP*V9g<=B>X2eyRks|hsjK0II~{p?XX&Jf2`VTt^kki7 z-WxW}uMDK*Mo_PILZ6g}QSI>|)ul{mah*VF(DYo~O#yYS5*QW4)`DRYo?=e0AYD9i zj_at~e~%4!kp6^y;ar=i%@_<_Im|__iwzFLRCkgA>qc?C^jFgx?|H#5avc685kt(J zMp3_83)`(Q;ksauX~c@vV8O48$q8kbkHQElDj~QBt&kS}=$H|l45j^ay-L{rI5QUb zJ0nm}cWi(wxm80vEr7|nl5KZmf0nr8sp?NzWY%goJMS))jTtXrkb-JzHDwE+L#T?feP(E8;TJehDCs#2& zGCu)b2&$Azu8x& zEQA^)#(1$tS;Jq;*NH`%r_xa~NR2O?%~rumF*!jEw0ZUrPoJ^}L(W()<%=%cl8!FA z;Y4&;R=NEJR@2JNLH!a|E}C^4+lCZenb$&Qd0LeRJGpY?ye!1yByj{) zRpZzlpNv&AZdT&3V9BLk=7n;*Y=!W`+MJ(7X*@%IW|vmAQqxz9k%O!eNFQ*_=gpkrW0fo3n<~^hDD+!jxrqlB4N#85f32 zjJq@3Zo?Ex%R;pbm2m-r1IzLG#U-ro>nb#cpq)FPG^e?pSuQG^hxj>wGCQ@Yaz&?+ zE#@TY$SmC3JkrbPO?Z^i8f3Q6o*zL*r;{|RK}N~^?$YVft1DDl>Vm%!z7&rTH==zJeslm-!)JaQ*{z_djaxWm zE;GxpT-nNeM!i7Kkf&6;qfRCC5$Jv?zt1CmwRfW>|JzdmcPEZXPkhvA7acH}VFoLy zO!%|iiJDg`)}}tir+8W;-Z@~J0PmGW=OzHe)3mIzOmyfPqv+8N3-J83MpvYorH)r- zq<7dGeK|t}IQ-Gm_03}_gxZ2QY8)jk3ibHlBn4nCC0wCHHKE8Mh!s^TvQI2j!>l~K z#=9i0gKF~y9Y!q!_T9STM@zQk-?NBfuqb|}vDgb+M^vL+HXJunBe^?fI<;T*a|^I2 zn{%%o5IpyK1Vce_b||GA8G}pIKQ~)*jqcw4yl1o&-rGIHE7NK%3n=CHD((&#V_9XX zn+wz7;BsK1?J@Ti&g#}h*_0=3uM~d5dW@X$3qJZBrMOzEtq0?=R2A__3~`7g1e&lD zDIOcU$8AYn9Ou5`d2*xqiI6&1U}jet^tq2+isKtj zBrqgxvH7VUw9vuBaipo%xj>%P(ABq^VOkT@BrE)Va%~l|WGwO^h1z*!%bV8RPK24( zqYn4J9#uv$%0dP_-Q|u`=9H8nJSh1#Q=v_iMNrYED(ac&(`Vb>`VZHB&Lp}fNqdp1 z58LeXe&QAZs;+KP6hmcUe6U68xovXJEw|3~u`Fx2&1I^gcAv@bXKkLF`5!HqT-TWk zI~9J1v6J_+PLIV4d)h~AIICJYX=9yQD5qY|;2KA#r`;C5 zpv!C1Foq4g8^#qE4Jzi5q+XAuhzJdfEWh(MSW@Y_6#s|>s0}z|(Hd1;uec}6{VYZ~^bhVP@jRCl+1HPeON zj2!;O!mJumfCm$>Pc~#wi8_H745^cOq!w9p_?RY_;K;AWpaCple2#{D)kp?AQXtT5nAiRVpJE1vXlGg+4?!{V|rMD)Z*zlZ~ZdQ*8OW3(`g05 zb4wENq=N~`>IcJGVk$LqM+1&5l|x{CU0cTOVW=C+#NjDX>&;IewyFu%DlBHYCLt#t z4A#(h-E@;&a<@?|aH0q~u`+8b3tR<-5Ohpr5(pP)@=Vg{QDzrS~&h;Or`Un;gtc8v3ANdUsH zOGukovX)?5fvW^uCITBFDJQC{O_hl0E*5m1X=w!v3O_{t^!Uo0a{`XZlYB@&Cjxv3$W||D>1j z|AUov`k$=qGJDVu0s%y3+(p%b^u~^YP=gu#(73Darfjchi-Ir$-zUIlrb8&t%S}6! zn#rxHpxe|+_({5hS_=JhQd5t40_(uD@t>WUl-YzO^Uv zU02!(mQ&~1RqWCiqJas6J+)h=w?yOUEuUb$+g;lyL)asu&A@e)cGbQa(+|GT6^J$j z1LcoCN3Vr>IO^7;j5WO4R_U~OhXrt?stB1%%|{g-XI)$m2Sb1H>RL)LxjT)FGk5Ll zi&?nC`ie)HYW3>SOznFi7lHgcTF7mQHfI=XPKvnsbcT5=sbYpWB>W#_#)Sm&Az^?pb2vXxKr6Zv z)BHejx`AMM$YCc`{kT^l7)cHWIk3RdPgqS~)f|@LB@$uFDr!(S6AW{(Rd|x=-#a`4 z(tUbjfAB8C!sQvU6x42Lv$0eWyhX=?}P7O)aGA)%zux)|G-fHTKWHgl>M*c^1tD+|L}DF4?OlC z^56d)KL05y{jbOMA9(B+&i++WwiS~QmNBsVH_Q8<)a-vfzW<5J{yh^Z;?sShvVZ?D zU*Z2RsO1y>S(xw{ z|2A;`O}+kA{A%$RBKuc|f42IkzVpk5&-|siXZoUH|K8r0weugl`-i^s>+|bqnHm3P zWf}h}{0Hy(|JCEk#PW6G|C&hu&4D_pxv3+oHC8pAT!h05bBcI|0uuu=F$5Hbj+^uR znsb@Me@!e-%${w?)DihXxkg}d`Qg{YgJ>w{h;)MyQsP4hB5Tw8f&|U<7mv_%q&$}1 zPdrY%cCy`zExiB9a+vx`(s*|%4dmY4k;4WvjSUVgPAnYKaTO@Aa$$D}p@es7)-zC3 zi?cN)*68zs3o)6p4!ni-rN|hKw?J2j9b(wiVf~pPom6r#y%jY(CAs|&R>-)*XnmbX zt-CjZ?$Qqy?ZTX#>1eTGPe!cv<+W^PdxrXe+ey-()zYtBlvK{n_yAn+aK4=e~I|K){%LJC)_pKWhZJ+DQOs4g5NnQsqe@@u|#aYVtmhJ;$# zqK0Q$4YM>xlUmc*AU8&m1}I_lN<~$5RNQBbzNIS>&oZz2$A^A?_3SgvYOQ6F`OHHF zYq|@kO{20X70p}kJ}P3#EEm1HL5V*WDk5%4!l+9?&5qzF%!^OT8b0K0tWBc0P@?ZB zdRWI@$;rIfJoIQvnnbF+;2)!~Lg^B@V!4v3Vz+tEpA-!ltKuv2>BSTCsH0J|Vc8_pXv6aKrTjWCcqdxNmveZj7c4vz-OKvH0;K|( zxv{y)J1(fx&#aHEMYpWHn(pMY%d^zi7o1V|7?md_!(Ty9_D<3Q_DO3nRR{~l+Mhjbc4&5rXj%S|H3Wvq zJ!0Owjj?-o^j*j0t@Z7tl{LTX?27HkZ@;gDV;cvn#md!u*X&apyES5p^Cp~Esf8cL z#RqSU<>*g=F%)hck*3~hPubq>ib-|kVGTl%`gV#Kg9MDr1tZ7aC2QxylIdzV!lt>D zJAk7}OXRgDoIU*Vf{Y#fwtt5%?zf*H1PFP182Ygpn_n*!^P>iX0yG8`hXg3V;BtocI;@&u_SR}h~<0lEqD#DY&RrU4R5Mh z6o)ZJCJooYw=w;d+;a)U#7w;$Bz9k)#6LEQ=Q~>TKtyD=#wx#mSFVPg+Tr{ZoaCq$ z$W0DC-q|jOyl_x@D@~przs&W-%dUu3Eg6=bc9xFUP4q8}g4gU`WyeDzVi2P)mk5^J|V&V0Einz;Wd9fMBaP zHWnx-?#{?Fy z>d${1CLyxA$Ns3gFiR2x*d4)XA3C(Bd9UyVYw#w^{U}uR!=VMmFC+Wa6wx9QPf)9K z#iZ+rr8LmQi+}lN$Onhs?dJW4;OtZKDNSHG80-?*yHsDLnpzf`bz2!>IJma?eyr^Zi-#Jdeihrr@NGxi7F!=d_c@q9l`8vl zd3~AX>@|B;CrLwZHQ}@dwt9XH_m;YO$*SxmBVuiXF{3S6PB$FZHCz!9f~iMOLdhlf z>Mo}fM#hhk2q^GwgE2ZuJMpTJ;xIRz+onAwI#c4&mf!Q*YjgOy2G%v|BTe+vx~8iD z<2erWhQ!Bn-6gOEft6g5!4{n3Y0;9lF2GG{&%yuF)Vg~>$yV<+@*`uOOl4=I=_?d1wU{TfpYW-_ioyocG7*u_4m2IL$fMl7 z@nA8L(7am{9Az6sy*{K((5SlLqz2a+>=sqB3|?-3gzN7D)agT6K_O51B%eHUBK4R!}20 zABto3W*eN9xGj^{Y9Y|g3)||K33KPr&>^8T!sv+mXV8gR8Mhh!U53>>+DwQO8Mi`OB-Fn>bKA9>gG1gY;$)`cMdzB^KmAMD=jjl&w{8Jaj+11Kq1v+am-c2B9$OY_r+Y@dKZx((t;!Z zl1UmPOCZkCm}L$ErV$lzc#K(zQ4~$ifT#2K&lD!Kae~v+aipTI(3Ti&NOMD1{a()j z3(Vd*Ww8gcV7EbWe(*k;_L72*_R5a?-}58u!S!=Sn2FIG!+D0DNJ8=caNu?Kr|Agp zsE|YTrDwn`G0~O9Q0Xf_XkNB5?6V>amH@PQW}H!4PhD*dw9F15aEbHaJEoS6s0B4&N947M=F1!j8Kc1g~K1N*hX7eJ#z-jvStPLz6Gp%}K3Klv}%%5KatGVRtlc43Q1`%GBmByMT@* zET`h(5H^>^0Jzcicp>(Hld7aCQ_zbJSVZhxs?g#bF|EB zz!#LEXn)iv8|x^JATvmxD%;zZ#?5iYVurjjZUEW?7Z3PRIXkk(ZOsbn$I89-K*B$2 zf|rF#EJ3xxMKEhb*D+UMim_IwESL+9pe9X_O_8(8zrhefy3*+UFjI1XJ;I)p8jn^4 zHZ%-yocK!Dqw-X9uo=xs7z;ybwG1Tq%)|r>Y%9>CdE^%a4vXOiHQK* zK&|m0v#L{F9^6SDp(v@uWaYAqp@)u;o{*kgwYM=ahWmhxxzEL(N6&Qp z>US^Z5*RLGeq2Uzq@b#|J@Br@hi3-E6L+yw)RFNA!Rj#~+$+x9%C7Dj?@&Hb9XD6B zgv@ou%&>M>_MBrc5yhR6n}`4}EVrSTTLhxzWSaGpJ;Ow^*o8D@TRG&W+&FJN(TIc)y#`0V@m_t zM#2%w+(A<+wlo@z8g7*i7#X|BhG8i9Y8{smZAx3hl(y#8*Z4>I7?14D&+Sy|zW2&WvZ z4fDVnI=H2}fTwFN>&)bcFGWEp3j-!Inwk3d#%%j-FLUm428TK1DKqS(9@O0-C2N^w z4|(Tm?oNsu+S-8+Dg!jY_Q=v;IP7Q~OAQ;!RxXcgA7b}y5%%CV?87dK(-CWCB{#(s z#4u7G_&)jTeYsq_M~VUJ;L;*iL5mt_#&dT_dLqXAGpC{V5D4 zcgid1MiHPL#+-{t%qpdA69H3_IcM8}!u{UJyg#JjI0(R*ZO;eYsAr_RG|fDGMxQ?2 z*PlOm7OQbZTk$lF4w?Gg&iE)A0y-wPQ`;fmQrtwuvW&2A01(DW*P&w!zAL2#QfgWl zf6&lnFSEUm_CwFWgM#+JO%ka z@6of<2-@0O{`Vvz4FkiMOYa}zJ(jO0+rLeFU%89_cjCQ&r4qkVe*a1({$I7d1y~hZ z7ceYR0s>OfAsy1)(%p@O2!}j$H%ONVf^>IENh2a94bt5qAPv%dbI@zN_ult^|Nr^F z2WHO9-fOQ}yVjn)W(5%1=a(oE5>e)FZuht#&cpsEQ6k{M@8=HqH&LQz%#an}b}w-E z5OWSz**ywyy9bRG3X>tL6Qd4mIl3e4@oeZrNOXEgP1;vt?E>>4n5EYB34Jd@*3*+l zl)U;m<@g!f6JcFXa~Z_L&P)V2KUdwNL> zd^K@=y)d1bKFu@ttnT`Jo1P<2P_Wa`}Wk%womZ2)h^%{N)5w7JQG-@O6ME2nzSgASKJ9 z0eb4i*0_;}F0D6q$-F6;bBT`#l$x8)Y>Lt?gf!@v7wq>i{gcW^A!h2k6zMqRPY@(u zz)1R%Q^V3c=tYkg1KjedgbVn-$ML-Di69@x#oywJzK-BR>w>6CtBMHuJt~kP?pNVb z2!BFz&y{wC=2^)zddTsrRJi``7usyPDBuG9ORl8GN7jHme-lIngaOP{^i&!?3OlK& zFn>ox3xt6Y_m{&x7&PDdnFPJ`X7cNv9&${s7Fd4OyeL{V8JDvJZG1gpcU-Q&oYtS- z(httc6Wc?@ED;O+2ch8a1Mb&+`hPDJ{MWhm4}w7;hzvx8{-n01EGC@ zG|0ii29e_3x^QFT2Bd|+Ef*lUyv+t`0Qm)EgAo6Btbn+Xl^duba0f|d16(3<07W3b zkOLwZgup?#EN~4GAp-8|fajF{M?;Lz&j*FiooukuWVo~$Y<=|w*ven)Cp5}UGV zYN@2^pP5-Q#UpS>Uo|F_L>T#4i+5Sy5us!()JcD>?f8Z&Go_T>yGuLSeSmv@4)V7? zN4L2Bl{-ZApd)6-rdFIj<5K z*6emcp76QfN3Xr+>EbBARcH8VZ&Lh^w$XP@rf;?w{0NsYMJ96&!2x-exw_2B%L!RR z@80a_?F`WYtlc(YvIHW%&cDdo~ISV8m}<+-XHkX%W90TVY98!a=aXqjI`cez{P1rlD8OW z*IFBujLn&NxaPqH>_*OP4eJnQ92k6%R$kOTvx39^7+`0h!S$Z!bZX|?io8(E-RbH?Ue<# zZnKPG^*jc#_$Aq9-zpI)1w|S!lDe>~9Ov0cVanKQA6$kk%re2Rs4Nt^zK4&aS&Co3 zS>%J-dR!&nuLwS)xMx3W=4~Wc#{&D9RFgbD%$$S%np)FYas1g(yD*^}ywRb7?XpHB zGpR9XcM>)ionyN&uHyQT24Pyl6Wc0{R&gdd?Mv5Z z?;ZuhKYSus8|Tnf6P=%`!>uz80~Y@>|3vp0Eewc4A}a8X_}Y`!Ge(BHVFjQ4>lv86 z5?~lJvQ(4jim>zL^$=g@D^NQ=dhdX@VZ(T5bW#6~;=nJo{D(8l?P7;dvJgZ9P8 z$j2XqrM`B2qUtThuB53z2#pVotN%g~-WH@#T%;M^Kr7dD4gwEIet~{N(*ZVmo2nsC zcdm7*|8UBn10J;!)`BoC*(zLp!0&7{Fe`fm{G3I<*V^+f^1Xv`2LAD2$3{CWK8)S# zp+v4NTz-nV)!57}I*FZ)$JJfq(C3-~96V9!ewVaxi_}AlA|zuRsuctQhfr)U%*{A4 zqmb?LGqtx-KHL*Fsc55WGTweHtw`f(Hb~kztd7(H%~XZ{!92r66e+@F)=x^Trag(1 zqK`{il}RtN+SxZ9npi|ta^lE2sO8??6!)dHjf|-?S`W8_#yf{9EvIY5NCZCD8k4o- zPu8A=j!$x@mXqA`Q5|!3dQ3@Dg!33WpE!&^S?}2DOl;4dAloYS0 z`4W$&)Ui{VpxgPwXvw<#h_~9%ee4WZvBSo!5XY9MA_=KfdK(Fur(r(RQOgz??~fF( zy;^e}KD`J(-d5F(iPKIz>2@lD4Le5!VORDE6Td7mrRsbz6-wsYvEW=mrG~A&Akbp# zFrhT1FJ}>NJ4O2pP5R8DX3W);ss!mXbx)Wgsn=L*#nKCk4bpbXH&~miC3$3Q3y$^& zD$rkOqf;0JqJcNK#AN)t7z-tSQF1W7a8A^*-B!8RrnLj2{_rW)44wkV-c|0w*0JEZ zJgu}=W>fCUJm}I^ZbL&-<|ILpjFHDk*DPMsMh}B=X7fmL>z9)bDsgT!tNd6Fq6k8X zwZ7t+^0mNq>E)o59Y;x4vv8^9xetnWibax_Na@jI zvjG-^ezc>;6>YzME|gi-yxk>wDCtRDCFk7tg@lr`rAMNDI;rO4Dv@__5QOB0G%}DA zPj&^RREs_;1<3K)4J#&~zKJt8y|}K#PYPxk zSyS1b-*JPQWx|A2BNTsxsMhc;&J${7Y6o^Cf%d+c_vng{!DOiPLG_g{MdzFG%J;Y< z6A>bV{8u!NBW=PjXbjO>=tlxH=)D(xts0|IXuh=Jr$o1IP_`?yUkk&JV5Z4Y5DT4o zYPGe@(6ee@xxhzeW#wzECvj=p0)L%dRitIhye{*xVHzv581kjPoE2C0DiAz~N$84~`jYtwj4i z`Jltyi;Tm$k_0K!?-Dvs>JBP2@ffX9&H^@?7j2Au>mI#@W@_k(=<1`~||(B-C-v z7EVQeXBj?w`?AmEv{OS3B6dmq1>#9LwS&5CMSzgzy|)K%mlxlgr^oUvfq@!qJ~Rk2r-C%oPR z<5TqKd!5b2R^+PvTM>tuqfoCj(VRoU)BzzCZ=CVepK99q6Emb&ip%EGdO_1apu`q! z3&Kooux&n{B0PRHp`!Xe-o^Tv9-ZY~$$r+QYuVAmCZfB;+5xK`7lI7Qf(@2tjfou0 zJaU(Z#oDOq-XTax&k<4$+DTY83|4T*#N714(TbTjNIUjM-pM>0o1oTsS;{8Gkd=Z7 zZR2l~3pJlEwSmZn{%sj1S(x9)O_A|~o;m#9$7Rmx9@xq$lk&(AnYZw7+b+i+t8t}9 z;aVHgQX-DE%_nfgG#PjAM3!9$GD$FOxey;;PQ2qZ){yf}VB#%#_V8>Kb-(CZu;>Qs z#@k0llWwM5?Trr&M}Yv=IucsCKD!_VyQ?FPzsSl-@KjZO)!5QQQ{S}@Pgj^%Oc$knuPGHS7wC!890f18PTuS`=sCg8l}R!*GQ6PPMk}P%CMZxyYW!Hn?Zc|(xbr3b-^<@A>oU1m|7Ok^;nOf`5GA%$HfhXFYLC7uS}@> zec0|8x0^jc-gjr+oV2g4a%jJ2U$Ct+$61s(xkbQ69Asj{ zzVrNp6S@*5-DyL?-NMCBsTJO3*WCMho^Z^qFWtAN)~9u&UK9G*{2Iob)DFW7&G zl-fijIXD~m$VXd!>Kgpa9kd{{+ZCf=+2c1;p4Pag#V;SQT;19Jf`{jwF?Gwn4`Q_% zqT!cF!@bV(1qEKJXH>D%n-@8Yz8tMqJ}nN+$a!>1u>8f3wl`p$#7q{YlLNyF5FJMP z0@Ghx%h+JlBiL}jP-P!6h1^-!G&H(H{P3;5$Q);vv>oF%MHB8hYok*j}d5}x7RXHk7Jq14Z zk2hw4f7i2hZBWI_H|zE*6X8l;n;ctg+qfP~|Oh>I!-ztco=tRa9?>`FRXFQ z>P^BzB-lQxEe@Zp2#E;w0*pLv?rfJ^bN*d$zzk@L{MwxT+MWNiBu-RKLQzxbmn7~s z5(e1l-z0I64J|zzut{X*1meH~VSXVS*k6)3U=RG8Qs18;FjxRL=KrkJ$IJvM5B-dQ z0YtX_snrLF;%>K^e@Y+zXRSV9yZv*I`G+V@&U%UILE!Eg)*LiCe>PW$pmYGK5H%f2 zPJUUDo(OnCazRvTFx0!bdOkZ=y@wQbzm4^^D;#f@^|UUR#;8zG7a7HFeMzZYM(Z~F zTfZSwEv)e{j#+VwoYAr=f!CHQSiG}Qw$*y2a+CZM3-4(9HFARTz2WJP3fS}??Qk14 zjuS5)bbkBV$v3kxKe@%gX(`$&=BWP2QR||DcY5On9=$<℞y-EzfGIf@Of*Ejwlk zpHUn%+KyY@k`1U42fmNYQIead<*x1Uqoyo;T%UUBY+IgX*VXWJ`b*CgLD4e~ve(WH z6Ha}7&Q}j)=kRipJ|}-Vm5<~wb}refbh>(gmrbK|ZYnd4Yk3ex34AFbg0qHAJ-aD`NMp{vIG@V+F)=knr077OwlB(jo9a zVs}H({EXcVhy)>_xH(w>Ss1{_AOXA~d5|#Oe?{SKooEdlm+B|Ot)gc zTLB~s+pPo==u!ZN1BmhPvjE3;JxKruBnN00pf`XUj$6$}K)>)7AFvd$15wN&2NyFW zTGB6FL!iHYty2GAM2H;hK$MrC?ERMrF;)vf6;mUw6wozPE{~`RNEChYIvxjGQ3;Km zlvezSsM9OYd7(r?7#N+myrJEtq@*Myyb~lz_?dmVJ{5(v=~}&MU36>gtcQ5AlsDXm z0|{pR1*JP~-`-#B9L(-=5J(I8F4=I|(}VBJB8R`hsSB{2G}~NZ)XONBR`AdhIJwnnlfOZmRnY+^G4}I7-n5gD5Cz-aK+o^m6RLhN2#1?nOwfCU5?!^wDjd8 zRCFY**7bq!q}P3X?bg&#lN({({X_bL%@gwWb!*N~9~PC2XqH<|N=L-fjc{DR!=Ji` zjP|xcy@&GBYtdU;H8)OO2`lpoqM z&)zQF3vGlMQ8mY7_d{1^1+)vbV$dlvjaBaF$o6HdDIew!6fov97Ql`OZ_;gAY~q`v z9n&8ZzKcIk)fT4Dd85=r<0$Q?EmV@Nu9P@pZjSu!&F9Q9rKu4&>9{Fj%baQ@w-KjJ z33GTzMDf58`R?E;F5v$4sb???<&M@uro;ccy60pi+u47WY9_DVhk#39eUf)@l#(YR8iOIBkKW))s zj}T__#T_>uLUFh(F+I58CYahM^#kmKYX0$7F zrTfi`PTbzKNj4Sr;r6w(Gj>zdsKJN6Y2zRzRgf^U#FhOvFPOsB=YqD}3KXKbraJ`w$gN*pD1 zghW_q?K?#bPztKV;aIN1I)S~rHqlBvoVW?B)K@6->lj)%3m!NNUW!CGgG)$BR<>GK z%ra|jlglOxFxiykVnPJu;H&w>m+l8GT2k&lHu!O<5imq{6&wC9j zS83Xe5v1M^ABH~io$L)YNfe_DO*g=xQwR6%Wr|s=+>O3$A$A~e+I&HYBdN1H#QfA1 z`Dson^x*w>2_Om(g%-ML?qYlY#dM{afjadRHE10D?I_=R#qgl`n%|MT(^qr>fk(q| zo(@oVtO?-e+^SPr-j<~~(&J`&ykB#H|L?6D&tj4a!Y9X(j$Qz|N=QOnKgwoXdY7{rei|10; ziIAN8NEoT`o@&*Em5xEt_f3{bslA`HR<5dzRk_A%Z(6B1w1`KP8Y49I<1Mf8GxtbJ zF4gjR6c5imK~83cq5On^+9%ULY3Rt%cU>%!b*Bu@%b{Fvx0c@lx)_F!lUTtWoJy=o zpdy~EZC_WF_%N&Fz9xCCIDCk%$44E6nNwqlv9EM8p9B+;ZMI>Ih__12cj3+_BanMk z1J;En7xhriz5K)KHHlQta_cK|Q?24krh;`~r8?zXrJ_HpoMu1fwEQ^c!nm&|+8VT`QmubQJIHX@^>Onc6KuAjk)SDj{_OHXDYgeM`3z$~kKe5_62GjL2k z^2KzFLdq++S@&8Q8vyO&cf=6G?@OQ(R3pEewT9+-<}kbV-c#ih*@kakoHkvOHGgf~ zIIIKz%>70%!}|vgZjA9SbYBHU)Of~VZ3oU4sKcI!af}LO7sLolX?H~we(phCq)5L< z*wz_lfD5((+)LE;0TQr}(R?Kr(;MouCPZ0#Xl_W4>z+7*wFF70^hOJPlZmOm%sg(;{e!%F%`0@+J zMl)CGJnHNxqS-q{dLO)6lMw~ioreOvLL!%OOoi$jXMB$WS-C}1J)~nZujr+T#TB>G zhh)%tHp?-GQ;)Yfj)bzjW2JoMN+-n()Az4!J!3kWQ6mbXJ+zP9RfgW-)ylL^ucB75 zm_8OxkcEw*#FY3=!m=58Q zTj4jo6H@*u?zU;YZKAb``P5=x@=jrq8#V6CR(vv0O!JAM|@E zrDRIAK1=;Ag=K3Zta;Jf9Dag`P^3wDChX&&&b1U5vXq3G(Krq3A`-onC~G9AbBStc8GjU<)Aoky))*82AIw9Q1r<0Sg@C{ZsxrFcSDkmFLq-Y|g+>Wekg z*O%(m+VKcj`DMOrus0gttakvqj;gm!(@@Bx~2m-p$7uwWKzZZ6{NWhVwO2zg`xIOvLcq zrTz}x@^~Y^%bS~eu5p9`*?1m*FVZQ-=I1tK7ia@-@VQ_4U%Tl>N* zRY*iUPAo>@G2%~<5Q|?DSG2&W2zCBK5D>y=NTXoPw7e$^a_!l1=>Z`jCJd!MZH7_~ z9P)vxEY%(0j4kx$Y0-z*oURQ>PqmWb+c+*=Y@>*l^MEG?TAxt3l zxhd{;ruXS7|7B?NT02oV4?5!XhpG=}6LRsQS_yE*sUioT3rvL&d)@&DxVd<0!0)!WYpb|^#luF% z;v*)MI6Nb3mDes5zItWlR2w$T=3fz1x6v^{u#}hk%FUhU7;9i95Ut!6TT`6NWvU)- z7s{|q&Y9MZ-tqCoJem?tn&Uz*TD?HU#{f1lLTDMnQ>bd4Ve8B+^}W=I6Bxmu3&k`o zEp;uYf;ThoCr8VV-BxhtD^I%I``vZ#D`bhVELA*0og&tV?jUQ7!|Lwl;m&u9;pK>n zMUy@CMAE*dD!_@3h^$!l^Ck`1vz6?bxa&%v-v5Z06I?eucaY=;hrBH&9%g z_H$3peCVk~Dia$LYHsLrV z4|r!*gWy+d49eW3{4k8VnB%oazoC{?)k2ovtmzi21)I`PUkB%v|8Y8ahtBFCd2>n}G)+>~47m>u1V zJn&QOA0sG~hn5|uD+N?P!Q?L$)TE`}FAOGc9hJcB2`1lE=P6RvX<=l|4i|s_VteVu z5n{ArEDxP(fD8T?Mrgw1Od$qk(dTP&qr>C0?1~t=%QE`gOImB%xtcGaG(%G?Q!GUg zR-s#E50x)irl*(S+k!i)ri6LQlWIEqqW6T{zNY3es@-&*XCiE64Ow^l8Ju3mO)#uGEXe}Zdm9C@mged+*QsmVqLx37dsl(6bj<1VT*1n zSd4g2k+$V@zpAZ>%M5kH2fwjHbg%V4xnRnVQbeH>HHZpjo`9*-cApT_^g+WhN{pR| z{aQy)35MDnrU*FlrE26aRX12mM>d`fx-i4M@oBj@#ZIK%<@f1S1bbOg;pXLJ7>0HlD>zcf9Gtyl7T9ZA}3AOkKhycD|`__tW!$ZR7~ir zrn%hR5Q`Mz%(H<_BGMidzaZ&xHv%_@-3&th^#-x#(Rm51`?XXTMrXsBk;jX^`%p$c zNRo)s6y!JG+}6{X6l`EF2nGV1urfw3w$f3|`_+utb^2&t(4r^botK^B?b#LnfH05I z(wXHuwt~T)idJw|Xmj0Gry|9TR<{q!beB+}YgODs&t=CopU;)3Uu0}(E9lDvN-Bcp z_PmG_ehF&t0slJGQD_M{@gN%L9)JC=%kS)nm?F*c$uWzR3FMc5#+}8IbSbng`S6Yqx-8%HfanEnwE-i@*JJx`(Y1; z^LMW;pU*YvcVIX1vtDBzCbR1*PN)!rPI41g1ttLq-aY%a_N^AHN z9ny5ZlCUK1%@X7u7e-$DcOYPG(i%U*Ub0dUoS?3ZpP;Bo368QOdSh3Lnn@?R=|V7k zw}vrJBUS^%9u4)?!1VPY{rb~~lY!ZWS}@#GT+@LGU7cL5vSD@&b`8@l^e_kSMd5Lf zlaLdOEK{4jC|p@Cg)7ATCNRjvt_Z!Mlu_%k4iR1*2tX-=broav{Rm!#OZ8OQ=ZUGs zPAyCOQM=uZ{PbXh7UV&~M6q)2o88)F<10RPS4qKXKjMgm+V?UTJkTT1MYM3g$l2m8 z8KJG6%nLbFePV3ba(5hzvgs{@RSRqovoF3n_sJOy8(un*RgMPcFrc&seqSB+Y}c`f z&py4mr5xtj0Jh2cI%fB`^sS!9k5$VLwK-3- zAF_9Pcqm$SoG;~5i7;CuWxP+|inNedEwQWcDq!FC>&7UVyb$V??4U$o3@&weAC}2* zkix;;x3#%iX^!$!?i@QhGj-6|B(PR`efdG!`5^^}*^CbRV8%)E=?Cw#x1=e>Tc_3O zFAmTdiDmh9UcDlQB3jrWmWE?SDwD2!FVqQMnmx7%Ee%55tHl%Vn!}d#NUO5*`npP* z#kKZOl3_$Ihm7d(((mfIr|(I`d$*@pgu;hU5xNp`{7g!Qb~~|Qib}cJdK$W+n-#~n zWP!*qqH3nzgob#IsrQcFwzuB>O1dr|+c_Aorz9EnG38uy`CY9}S?kzWi5InrT6R(> zp_@kN_Rp;Y$3M#qa-Z$KW-A?@hxK7F`Eo@=C?rH#5k!DR6 zcG?d4K@RnE~rk1}h{k4%x~ z3VK|VrY4-MUc9H^Pey1u6hu(V(Zwz5`CbYNqu7wnfbg{N08jUdAt72P+Pr<{CTwNN zk|#_pz=Et~RAfG56`!@w;dT;+LcZOQEL zP0&JQ&0D*!-2L;@wX09X`bWlKB4$S;qjvv-tKu&_0{ytgM&qkq@l&B#tD!lf`*K)H z->63USCR%P)wr&{8dW}SSfwBMhZ>W&3P`^G3{rXV( z&#DXR+A=CK^8cZ_@L!CGfB^O1jfmI)C5HdMjEGo&(_8>P=>4I&@HZnO!1uisu= zM4W)m{m)NZziTeU>RK#4!4cm*q%&qj{2IWX@OFe$I07!anEqW1Xcx@l)H)`L4%(l$ zX6YOOO_rvg_Db0GUqpAc$90Y_Fuc{9eWDw*)WtrU(LY0SRzC-eja^C03)ZdE=ZR}* zOtZ9VH`E2u)nLbUJ+Gz?yHaa#Q8L~QnmI1IZZh4R3q5GeZiuY)aGHl>oZr>>*3Gh59P=Ba`aX@o#SW!|Yt+ki~VW0so6XRj_lvAJ_ z6Q5G3!9WvDccVZ?=r{^raQ3G#u($Lz=X7<>Cdb>CeRG!BtGS3BhRh!3R7swmMpVit6 zpA$eOtJPUJZS{_B9rVF2SKnI{4Ie&XMbJsOVJEKGaufk$A9-6l2*zG%j$aGgx@R!O zI4unaJBZYiMM$zL3n#ud&W>UGMuR9tLvtV%KrR(38A>jdm@OHYE%nAoQjsn{3tw6G zqtN1m#dMqC+-zQ;$T|7qh>bKCdosE_a-P3RE6snqP2>9Fmx~%LV0umhxd;U=()UWG`}fyPZ*vg{epP|HyLB^69S8cZzi zX<7U>bDKyz&6wO9drJ%SZQ>O3HQyGs!05=yEN*+{;iurJGgop0@+(8^txKsjh0>kD zt^VCeRu0|~NB0lsB6De(vu9c{JInlKMNYE}H^+>xu0dltL2ReUIsxr$e`gCE|I8JB zQ(yQWRV)6LWBh|^1@}LhLfuZ_Ka`Pf!Tzh-$G@po{3|j4X$p1A6o05z{NFQ$y0xjr(aM1Y@Vq8tW@Hb1=VyhmF=Z0KfD-b<41CzX{bhmZodNfNTejO@ z4v1|P#F*?imr~q+*<1Z`b*13w05-D%9>geaW@qm}^26{;)&RH$Y?L43mA9Z(*GUrf6{xK`)Abwy^Y%f z0N(G=|4c7n;`STf@5KM2_cr%G@P6-72)#e5`j7PfsLL(6KWP7j7LxfV*6-^gfb>Tz z|0mAxc)rv63lB432KNh-yn!V!WS){xi&`7ft2h|gIna;*S}~C7Q3GxXt*o8FAR`ly zCD8x&G=Od2_ZFoFxfod5fI&bCpmTT&Yy%8(24!+qgM&2$8$k09<;mOU zOPGNzt?fWS1}Bj58vznv5XkO{ebwH1nH_DUHCH%QkNf{@iPt5cHf&0P_C6Vvov$~&!JBJJM5nv z_IGafbC&!B2io%opQg5VFmM3TTN~3mn1bky&48W(DE^BSNFHSJK=Q3XAV}7acC~l3 zv^21D1rokj-g{x-w^4JD*+|3V3@ zW177k>igzG#K6G-Y;6Lp47W?&UzWx{m!zL7$M=S025e^`NErbD z8%GBzD_}(5cFiBF+0Pu{1%-rBLRCdyQB+)r`PRRw!}pSkcGkvbz>@WYS$|Iyv9>ZY zgNz+1BLJ-#&?9yv)b`2}!Zd*1w3V^-UpK(U0B9cw#d6k0AVxKN&|ma2%7GjVjDR{p zboG8v3QR4b+Yt$PCj48A{EatL>#%Zi00*ZI;IdU2asok4Mv#*uE;8ggX^Io-nBL$3Y;y-m3V_$%f1dAHEFXbgUq z`{NP60Bn9@zeV#;gg=LXfFY+paNMH4t<>$+Er2To>XyRWD*r+2EoHwR@&_(wNV(f0 zzuM%l8j1hRyDf72oLe$gAsM$dxh-i!!w9HFngi^Fnubxt4rJh9ZAUF@pbF9?aW-=> zB{2oetnC2qM+3apSQ|MSf`D8{14&^3;4z6hu%rMZiG-PfnVo@&gc?#x*31cbNn&DQ zp#cWeEkXc76qx70BFY1#vjJHEt7GG4=h6lsfWh_enW}aMHZ~xLnScS<9t4a=RWVHl zaYry%*uV-{uYd=dn%R>8|NlElzs*$kzt2>K=jJL7mL!bwkYW7eO_2rAss%2=4!{E; z?uQ*fq98+HN&q|)WMu+05f|{j{!iQJK8+SDe9i|=7j$d!1j2TK$&a*f;B@lLkumcP z-uXby7iu?iQqP=9dQ;xIS`J0XwtU2>~q17Kt+2hg}5nxFTWmqQWd!#%IljJ{ix;<&l#Sj`nc%T zoqXm9>%s-CN6E(znAh+g!Pn(r#67S;s8Fk358$8-jwhXe(wHfXmfaUwjH7GBeNU6Q zS*x_(YqGBWdB}{BJCrzz$e5+;B!$wQ{&XvI8iEspQlg|Z`@z#frtum^VUG*+uFQ?1 zqNZ0*9g<%i7O|=#y>cqU#`o=~LG%~#=P@BJ#LJ$=QIoHxc7G&Z=Mzfth#Lk|lDn!m zB$&4qYCBRx@i_m63(S$8KGkfxUq4G;jJ^?lIlAlZlOFnlB;yHUX(rdE;QZ{+@lEaY z7(aC5D&OcVVs&_H{3cOGk||X^UG}3mK+~BJvAbX=|Dg_@QC>Y6ylHBqnyP}lQo6h& zwkg{ufg#<(MRf%@GV1ada&WC&Y7sn>gp*8bU6_6!gcfe>3s(jL8w~ipH6QbaHV9#d z*=~>VclBQ`_M9$z=!6q8=x&h+;-5!NX;&7eFZEjn3NprgC5FbO2r99)yGzhK;{kSl zhs@J#!s2@FP)_vbuvFL3d*3avXWkPxX?RJ*x!UiHb9Mdc?BBQc%z*ca|6G(cl|jak z70(Fd0=(ce0W1rmq0Xpc<_2M3fIATlAeos2unmGFD_dJbc6i@kwZ5;D%s+Ofj8dWi zB%i3TxG>;fT!e#3oI{9}U07U%3y77)&IW8$S%sOn#RdKs5a3DwjnhCh-2aKwPz?8} z^ci4&*k8Z&qMg0x_(iM+n<6T%v8Z;I0ZZvXIcBEOa-yv486^jYWv?cCFBkR0j*j~x zl!kp{r_g29Ewzui=M4`N4wKi)emEID# zK;kYMIHuOU-=6ug4^fYtOX(fNi~&2bRJs=dOr*AJb?c#z3|f%{9{Y-w;k@~vtO*BF zM3K@&p-aC@n}JwpKr!+J(L4iXGXqLp2%|XASQGlG0X{g0uncJ`Lqu3)&btP7ik$o! zb^Iew$gqgeQevah%rZs^`sy^_)SZYjsZ7`DrP{4ng_uw_1vDB*Y7k93wIlVaMS>`+ zPm96j6%E~~g=w8a zI6ly%aoSg&LFvSS3-^)(4VmElNXM-%mX?|BQ!S7a1hjf&#Zbdz*gWiKUW^@flWwIU z%&m&~ERyJh9&(iRHY;dE;U?x&iPV6rOp5Q}eKSywWvqajb+2v61*;P>(F`jQ`xJ6~ zNtvlQvK*c>BkTU8OFWr#8t>sp7tc|b%h`B*&b2f=>$muVdU(46ID&cMm+s5oFnCX2 z=s&!2HB?%p(q0XVaxqq&Ws`o7H+mAm<=B}|$jUPnaZZ_4`B~DNm1R`iscj>H%}vDy tHa9}xBEqGN{Sx}gp?SmK=K=68Zs*_vtmcR;%p4rd+=vtuVhZAj{|CF?M-Tu2 literal 0 HcmV?d00001 From cfebe347a8d53ef08ef156b6f772c4566b69e4c8 Mon Sep 17 00:00:00 2001 From: The Open Journals editorial robot <89919391+editorialbot@users.noreply.github.com> Date: Wed, 21 Feb 2024 08:50:38 +0000 Subject: [PATCH 2/3] Creating 10.21105.joss.05566.crossref.xml --- joss.05566/10.21105.joss.05566.crossref.xml | 368 ++++++++++++++++++++ 1 file changed, 368 insertions(+) create mode 100644 joss.05566/10.21105.joss.05566.crossref.xml diff --git a/joss.05566/10.21105.joss.05566.crossref.xml b/joss.05566/10.21105.joss.05566.crossref.xml new file mode 100644 index 0000000000..b2137149e4 --- /dev/null +++ b/joss.05566/10.21105.joss.05566.crossref.xml @@ -0,0 +1,368 @@ + + + + 20240221T085005-09240c2395b0ca7fd884cec8dc6e7d3c6b11d697 + 20240221085005 + + JOSS Admin + admin@theoj.org + + The Open Journal + + + + + Journal of Open Source Software + JOSS + 2475-9066 + + 10.21105/joss + https://joss.theoj.org + + + + + 02 + 2024 + + + 9 + + 94 + + + + Reducing the efforts to create reproducible analysis +code with FieldTrip + + + + Mats W. J. + van Es + https://orcid.org/0000-0002-7133-509X + + + Eelke + Spaak + https://orcid.org/0000-0002-2018-3364 + + + Jan-Mathijs + Schoffelen + https://orcid.org/0000-0003-0923-6610 + + + Robert + Oostenveld + https://orcid.org/0000-0002-1974-1293 + + + + 02 + 21 + 2024 + + + 5566 + + + 10.21105/joss.05566 + + + http://creativecommons.org/licenses/by/4.0/ + http://creativecommons.org/licenses/by/4.0/ + http://creativecommons.org/licenses/by/4.0/ + + + + Software archive + 10.5281/zenodo.10495308 + + + GitHub review issue + https://github.com/openjournals/joss-reviews/issues/5566 + + + + 10.21105/joss.05566 + https://joss.theoj.org/papers/10.21105/joss.05566 + + + https://joss.theoj.org/papers/10.21105/joss.05566.pdf + + + + + + The Galaxy platform for accessible, +reproducible and collaborative biomedical analyses: 2018 +update + Afgan + Nucleic Acids Research + W1 + 46 + 10.1093/nar/gky379 + 0305-1048 + 2018 + Afgan, E., Baker, D., Batut, B., van +den Beek, M., Bouvier, D., Čech, M., Chilton, J., Clements, D., Coraor, +N., Grüning, B. A., Guerler, A., Hillman-Jackson, J., Hiltemann, S., +Jalili, V., Rasche, H., Soranzo, N., Goecks, J., Taylor, J., Nekrutenko, +A., & Blankenberg, D. (2018). The Galaxy platform for accessible, +reproducible and collaborative biomedical analyses: 2018 update. Nucleic +Acids Research, 46(W1), W537–W544. +https://doi.org/10.1093/nar/gky379 + + + Group Analysis in FieldTrip of Time-Frequency +Responses: A Pipeline for Reproducibility at Every Step of Processing, +Going From Individual Sensor Space Representations to an Across-Group +Source Space Representation + Andersen + Frontiers in Neuroscience + 12 + 10.3389/fnins.2018.00261 + 1662-453X + 2018 + Andersen, L. M. (2018). Group +Analysis in FieldTrip of Time-Frequency Responses: A Pipeline for +Reproducibility at Every Step of Processing, Going From Individual +Sensor Space Representations to an Across-Group Source Space +Representation. Frontiers in Neuroscience, 12, 261. +https://doi.org/10.3389/fnins.2018.00261 + + + SPM12 Manual + Ashburner + 2020 + Ashburner, J., Barnes, G., Chen, +C.-C., Daunizeau, J., Flandin, G., Friston, K., Gitelman, D., Volkmar, +G., Henson, R., Hutton, C., Jafarian, A., Kiebel, S., Kilner, J., +Litvak, V., Mattout, J., Moran, R., Penny, W., Phillips, C., Razi, A., … +Zeidman, P. (2020). SPM12 Manual. + + + The pipeline system for Octave and Matlab +(PSOM): A lightweight scripting framework and execution engine for +scientific workflows + Bellec + Frontiers in Neuroinformatics + 6 + 10.3389/fninf.2012.00007 + 1662-5196 + 2012 + Bellec, P., Lavoie-Courchesne, S., +Dickinson, P., Lerch, J. P., Zijdenbos, A. P., & Evans, A. C. +(2012). The pipeline system for Octave and Matlab (PSOM): A lightweight +scripting framework and execution engine for scientific workflows. +Frontiers in Neuroinformatics, 6. +https://doi.org/10.3389/fninf.2012.00007 + + + Power failure: Why small sample size +undermines the reliability of neuroscience + Button + Nature Reviews Neuroscience + 5 + 14 + 10.1038/nrn3475 + 1471-003X + 2013 + Button, K. S., Ioannidis, J. P. A., +Mokrysz, C., Nosek, B. A., Flint, J., Robinson, E. S. J., & Munafò, +M. R. (2013). Power failure: Why small sample size undermines the +reliability of neuroscience. Nature Reviews Neuroscience, 14(5), +365–376. https://doi.org/10.1038/nrn3475 + + + Progress Toward Openness, Transparency, and +Reproducibility in Cognitive Neuroscience + Gilmore + Annals of the New York Academy of +Sciences + 1 + 1396 + 10.1111/nyas.13325 + 0077-8923 + 2017 + Gilmore, R. O., Diaz, M. T., Wyble, +B. A., & Yarkoni, T. (2017). Progress Toward Openness, Transparency, +and Reproducibility in Cognitive Neuroscience. Annals of the New York +Academy of Sciences, 1396(1), 5–18. +https://doi.org/10.1111/nyas.13325 + + + A Commitment to Open Source in +Neuroscience + Gleeson + Neuron + 5 + 96 + 10.1016/j.neuron.2017.10.013 + 2017 + Gleeson, P., Davison, A. P., Silver, +R. A., & Ascoli, G. A. (2017). A Commitment to Open Source in +Neuroscience. Neuron, 96(5), 964–965. +https://doi.org/10.1016/j.neuron.2017.10.013 + + + Nipype: A Flexible, Lightweight and +Extensible Neuroimaging Data Processing Framework in +Python + Gorgolewski + Frontiers in Neuroinformatics + 5 + 10.3389/fninf.2011.00013 + 1662-5196 + 2011 + Gorgolewski, K., Burns, C. D., +Madison, C., Clark, D., Halchenko, Y. O., Waskom, M. L., & Ghosh, S. +S. (2011). Nipype: A Flexible, Lightweight and Extensible Neuroimaging +Data Processing Framework in Python. Frontiers in Neuroinformatics, 5. +https://doi.org/10.3389/fninf.2011.00013 + + + MATLAB version: 9.9.0 +(R2020b) + Inc. + 2020 + Inc., T. M. (2020). MATLAB version: +9.9.0 (R2020b). The MathWorks Inc. +https://www.mathworks.com + + + Taverna: A tool for the composition and +enactment of bioinformatics workflows + Oinn + Bioinformatics + 17 + 20 + 10.1093/bioinformatics/bth361 + 1367-4803 + 2004 + Oinn, T., Addis, M., Ferris, J., +Marvin, D., Senger, M., Greenwood, M., Carver, T., Glover, K., Pocock, +M. R., Wipat, A., & Li, P. (2004). Taverna: A tool for the +composition and enactment of bioinformatics workflows. Bioinformatics, +20(17), 3045–3054. +https://doi.org/10.1093/bioinformatics/bth361 + + + FieldTrip: Open Source Software for Advanced +Analysis of MEG, EEG, and Invasive Electrophysiological +Data + Oostenveld + Computational Intelligence and +Neuroscience + 2011 + 10.1155/2011/156869 + 1687-5265 + 2011 + Oostenveld, R., Fries, P., Maris, E., +& Schoffelen, J.-M. (2011). FieldTrip: Open Source Software for +Advanced Analysis of MEG, EEG, and Invasive Electrophysiological Data. +Computational Intelligence and Neuroscience, 2011, 1–9. +https://doi.org/10.1155/2011/156869 + + + Estimating the reproducibility of +psychological science + Open Science Collaboration + Science + 6251 + 349 + 10.1126/science.aac4716 + 0036-8075 + 2015 + Open Science Collaboration. (2015). +Estimating the reproducibility of psychological science. Science, +349(6251), aac4716–aac4716. +https://doi.org/10.1126/science.aac4716 + + + Brainlife.io: A decentralized and open source +cloud platform to support neuroscience research + Hayashi + 10.48550/arXiv.2306.02183 + 2023 + Hayashi, S., Caron, B. A., Heinsfeld, +A. S., Vinci-Booher, S., McPherson, B., Bullock, D. N., Bertò, G., Niso, +G., Hanekamp, S., Levitas, D., Ray, K., MacKenzie, A., Kitchell, L., +Leong, J. K., Nascimento-Silva, F., Koudoro, S., Willis, H., Jolly, J. +K., Pisner, D., … Pestilli, F. (2023). Brainlife.io: A decentralized and +open source cloud platform to support neuroscience research. +https://doi.org/10.48550/arXiv.2306.02183 + + + The LONI Pipeline Processing +Environment + Rex + NeuroImage + 3 + 19 + 10.1016/S1053-8119(03)00185-X + 2003 + Rex, D. E., Ma, J. Q., & Toga, A. +W. (2003). The LONI Pipeline Processing Environment. NeuroImage, 19(3), +1033–1048. +https://doi.org/10.1016/S1053-8119(03)00185-X + + + False-Positive Psychology: Undisclosed +Flexibility in Data Collection and Analysis Allows Presenting Anything +as Significant + Simmons + Psychological Science + 11 + 22 + 10.1177/0956797611417632 + 0956-7976 + 2011 + Simmons, J. P., Nelson, L. D., & +Simonsohn, U. (2011). False-Positive Psychology: Undisclosed Flexibility +in Data Collection and Analysis Allows Presenting Anything as +Significant. Psychological Science, 22(11), 1359–1366. +https://doi.org/10.1177/0956797611417632 + + + Empirical assessment of published effect +sizes and power in the recent cognitive neuroscience and psychology +literature + Szucs + PLoS Biology + 3 + 15 + 10.1371/journal.pbio.2000797 + 1544-9173 + 2017 + Szucs, D., & Ioannidis, J. P. A. +(2017). Empirical assessment of published effect sizes and power in the +recent cognitive neuroscience and psychology literature. PLoS Biology, +15(3). +https://doi.org/10.1371/journal.pbio.2000797 + + + Making Replication Mainstream + Zwaan + Behavioral and Brain Sciences + 10.1017/S0140525X17001972 + 0140-525X + 2017 + Zwaan, R. A., Etz, A., Lucas, R. E., +& Donnellan, M. B. (2017). Making Replication Mainstream. Behavioral +and Brain Sciences, 1–50. +https://doi.org/10.1017/S0140525X17001972 + + + + + + From a5db872d1e222a7677a848c6052d72e4dd96381f Mon Sep 17 00:00:00 2001 From: The Open Journals editorial robot <89919391+editorialbot@users.noreply.github.com> Date: Wed, 21 Feb 2024 08:50:39 +0000 Subject: [PATCH 3/3] Creating 10.21105.joss.05566.jats --- joss.05566/10.21105.joss.05566.jats | 777 ++++++++++++++++++++++++++++ 1 file changed, 777 insertions(+) create mode 100644 joss.05566/10.21105.joss.05566.jats diff --git a/joss.05566/10.21105.joss.05566.jats b/joss.05566/10.21105.joss.05566.jats new file mode 100644 index 0000000000..df78ca8af3 --- /dev/null +++ b/joss.05566/10.21105.joss.05566.jats @@ -0,0 +1,777 @@ + + +

+ + + + +Journal of Open Source Software +JOSS + +2475-9066 + +Open Journals + + + +5566 +10.21105/joss.05566 + +Reducing the efforts to create reproducible analysis code +with FieldTrip + + + +https://orcid.org/0000-0002-7133-509X + +van Es +Mats W. J. + + + + + + +https://orcid.org/0000-0002-2018-3364 + +Spaak +Eelke + + + + +https://orcid.org/0000-0003-0923-6610 + +Schoffelen +Jan-Mathijs + + + + +https://orcid.org/0000-0002-1974-1293 + +Oostenveld +Robert + + + + + + +Donders Institute for Brain, Cognition and Behaviour, +Radboud University Nijmegen, The Netherlands + + + + +Oxford Centre for Human Brain Activity, Department of +Psychiatry, University of Oxford, United Kingdom + + + + +Wellcome Centre for Integrative Neuroimaging, University of +Oxford, Oxford, United Kingdom + + + + +NatMEG, Karolinska Institutet, Stockholm, +Sweden + + + + +10 +3 +2023 + +9 +94 +5566 + +Authors of papers retain copyright and release the +work under a Creative Commons Attribution 4.0 International License (CC +BY 4.0) +2022 +The article authors + +Authors of papers retain copyright and release the work under +a Creative Commons Attribution 4.0 International License (CC BY +4.0) + + + +FieldTrip Toolbox +MATLAB +reproducibility +analysis pipeline +open science +MEG +EEG + + + + + + Summary +

FieldTrip + (Oostenveld + et al., 2011) is a + (Inc., + 2020) toolbox for the analysis of electroencephalography (EEG) + and magnetoencephalography (MEG) data. Typically, a researcher will + create an analysis pipeline by scripting a sequence of high-level + FieldTrip functions. Depending on researcher coding style, readability + and reproducibility of the custom written analysis pipeline is + variable. reproducescript is a new + functionality in the toolbox that allows complete reproduction of + MATLAB-based scripts with little extra efforts on behalf of the user. + Starting from the researchers’ idiosyncratic pipeline scripts, this + new functionality allows researchers to automatically create and + publish analysis pipeline scripts in a standardized format, along with + all relevant intermediate data and final results. This approach may + prove useful as a general framework for increasing scientific + reproducibility, applicable well beyond the FieldTrip toolbox.

+
+ + Statement of Need +

Unsound scientific practices have led to a replication crisis in + psychological science in recent years + (Open + Science Collaboration, 2015; + Simmons + et al., 2011), and it is unlikely that cognitive neuroscience + is an exception + (Button + et al., 2013; + Gilmore + et al., 2017; + Szucs + & Ioannidis, 2017). One way to combat this crisis is + through increasing methodological transparency + (Gilmore + et al., 2017; + Gleeson + et al., 2017; + Zwaan + et al., 2017), but the increased sophistication of experimental + designs and analysis methods results in data analysis getting so + complex that the methods sections of manuscripts in most journals are + too short to represent the analysis in sufficient detail. Therefore, + researchers are increasingly encouraged to share their data and + analysis pipelines along with their published results + (Gleeson + et al., 2017). However, analysis scripts are often written by + researchers without formal training in computer science, resulting in + the quality and readability of these analysis scripts to be highly + dependent on individual coding expertise and style. Even though the + computational outcomes and interpretation of the results can be + correct, the inconsistent style and quality of analysis scripts make + reviewing the details of the analysis difficult for other researchers, + even those directly involved in the study. The quality of analysis + scripts might thus compromise the reproducibility of obtained results. + The purpose of reproducescript is to + automatically create analysis pipeline scripts in a standardized + format, along with all relevant intermediate data, that are + executable, readable, and therefore fully reproducible, and that can + directly be shared with peers.

+
+ + State of the field +

A number of strategies have been proposed to enhance the + reproducibility of analysis pipelines and scientific results. One + option to improve reproducibility and efficiency through reuse of code + is through automation using pipeline systems (e.g. Taverna, Galaxy, + LONI, PSOM, Nipype, Brainlife; + (Afgan + et al., 2018; + Bellec + et al., 2012; + Gorgolewski + et al., 2011; + Hayashi + et al., 2023; + Oinn + et al., 2004; + Rex et + al., 2003) or batch scripts (e.g. SPM’s matlabbatch + (Ashburner + et al., 2020)). Generally, these provide the researcher with + tools to construct an analysis pipeline, manage the execution of the + steps in the pipeline and, to a varying degree, handle data.

+

Some drawbacks of pipeline systems in general are the following: + they require the researcher to learn how the pipeline software works + on top of learning the analysis itself; the execution requires extra + software to be installed, or requires moving the execution from a + local computer to an online (cluster or cloud-based) system; they do + not allow interactive analysis steps; and the flexibility of pipeline + systems is limited. For example, MNE-Python, a widely used Python + package for the analysis of electrophysiology data, has recently + implemented the MNE-BIDS-Pipeline, which produces a standardized + analysis pipeline. However, the analysis steps that are incorporated + in this pipeline, as well as their order, is considerably limited + compared to the full breadth of the MNE-Python package. Furthermore, + many researchers use MATLAB for analyzing their data, which is + incompatible with this Python based software package.

+
+ + Example +

A detailed document with three examples that build up in complexity + can be found on bioRxiv as + Reducing + the efforts to create reproducible analysis code with + FieldTrip. These examples have also been incorporated on + the + FieldTrip + website, see the + example + 1, + example + 2, and + example + 3 on the corresponding GitHub pages. Below we list the core + usage of the functionality, as well as how it is implemented. Note + that more detailed information on the structure of the FieldTrip + toolbox can be found at + Introduction + to the FieldTrip toolbox and + Toolbox + architecture and organization of the source code.

+

The FieldTrip toolbox is not a program with a user interface where + you can click around in, but rather a collection of functions. Each + FieldTrip function implements a specific algorithm, for which specific + parameters can be specified. These parameters on how the function + behaves is passed as a configuration structure, for example:

+ cfg1 = []; +cfg1.dataset = 'Subject01.ds'; +cfg1.trialdef.eventtype = 'backpanel trigger'; +cfg1.trialdef.eventvalue = 3; % the value of the stimulus trigger for fully + % incongruent (FIC). +cfg1.trialdef.prestim = 1; +cfg1.trialdef.poststim = 2; +

Users mainly use the high-level functions as the main building + blocks in their analysis scripts. These functions are executed with + the configuration structure (cfg) and in most + cases with a data structure as inputs. For example:

+ cfg1 = ft_definetrial(cfg1); +dataPreprocessed = ft_preprocessing(cfg1); + +cfg2 = []; +dataTimelock = ft_timelockanalysis(cfg2, dataPreprocessed); +

When using FieldTrip, the analysis protocol is the MATLAB script, + in which you call the different FieldTrip functions. Such a script (or + set of scripts) can be considered as an analysis protocol, since in + them you are defining all the steps that you are taking during the + analysis.

+

The high-level functions (which take a cfg argument) mainly do data + bookkeeping and subsequently pass the data over to the algorithms in + low-level functions. There are a number of features in the bookkeeping + that are always the same, hence these are shared over all high-level + functions using the so-called ft_preamble and + ft_postamble functions, which are called at the + start and end of every high-level function, respectively.

+

ft_preamble ensures that the MATLAB path is + set up correctly, that the notification system is initialized, that + errors can be more easily debugged, that input data is read, and + analysis provenance tracked. ft_postamble takes + care of e.g. debugging, updating of analysis provenance, and saving + the output data.

+

The new functionality we propose, called + reproducescript, is enabled by the user making a + small addition to the configuration structure + cfg. This results in a number of low-level + functions in the pre- and postamble scripts being called which + automatically create analysis pipeline scripts in a standardized + format, along with all relevant input, intermediate, and output data. + Together, these represent a non-ambiguous, standardized, fully + reproducible, and readable version of the original analysis pipeline. + Moreover, this functionality is enabled without much effort from the + researcher, namely by embedding the analysis pipeline in the wrapper + below.

+ global ft_default +ft_default = []; + +% enable reproducescript by specifying a directory +ft_default.reproducescript = 'reproduce/'; + +% the original analysis pipeline with calls (high level) FieldTrip +% functions should be written here. + +% disable reproducescript +ft_default.reproducescript = []; +

ft_default is the structure in which global + configuration defaults are stored; it is used throughout all FieldTrip + functions and global options at the start of the function are merged + with the user-supplied options in the cfg + structure specific to the function.

+

The directory containing the reproducible analysis pipeline is + structured as below. The standardized script is in + script.m, which is shown below the directory + structure. All the data files are saved with a unique identifier to + which is referred in script.m, and + hashes.mat contains MD5 hashes for bookkeeping + all input and output files. It furthermore allows any researcher to + check the integrity of all the intermediate and final result files of + the pipeline.

+

directory:

+ reproduce/ + script.m + hashes.mat + unique_identifier1_ft_preprocessing_input.mat + unique_identifier1_ft_preprocessing_output.mat + ... +

script.m:

+ %% + +cfg = []; +cfg.dataset = 'Subject01.ds'; +cfg.trialdef.eventtype = 'backpanel trigger'; +cfg.trialdef.eventvalue = 3; +cfg.trialdef.prestim = 1; +cfg.trialdef.poststim = 2; + +cfg.showlogo = 'yes'; +cfg.tracktimeinfo = 'yes'; +cfg.trackmeminfo = 'yes'; +cfg.datafile = 'Subject01.ds/Subject01.meg4'; +cfg.headerfile = 'Subject01.ds/Subject01.res4'; +cfg.dataformat = 'ctf_meg4'; +cfg.headerformat = 'ctf_res4'; +cfg.trialfun = 'ft_trialfun_general'; +cfg.representation = []; +cfg.trl = +'reproduce/20221128T140217_ft_preprocessing_largecfginput_trl.mat'; +cfg.outputfile = +{'reproduce/20221128T140217_ft_preprocessing_output_data.mat'}; +ft_preprocessing(cfg); + +%% + +% a new input variable is entering the pipeline here: +% 20221128T140224_ft_timelockanalysis_input_data.mat + +cfg = []; +cfg.showlogo = 'yes'; +cfg.tracktimeinfo = 'yes'; +cfg.trackmeminfo = 'yes'; +cfg.inputfile = +{'reproduce/20221128T140224_ft_timelockanalysis_input_data.mat'}; +cfg.outputfile = +{'reproduce/20221128T140232_ft_timelockanalysis_output_timelock.mat'}; +ft_timelockanalysis(cfg); +

Because here we used reproducescript for a simple + pipeline containing only three function calls, the standardized script + does not look much different. For more complex analysis pipelines the + differences with the original scripts tend to be larger. We refer the + reader to the extended examples mentioned above for further + details.

+
+ + Acknowledgements +

The authors would like to thank Lau Andersen for publishing his + original data and analysis scripts in Andersen + (2018) + and his help in executing the pipeline. Author ES is supported by The + Netherlands Organisation for Scientific Research (NWO Veni: + 016.Veni.198).

+
+ + + + + + + AfganEnis + BakerDannon + BatutBérénice + van den BeekMarius + BouvierDave + ČechMartin + ChiltonJohn + ClementsDave + CoraorNate + GrüningBjörn A + GuerlerAysam + Hillman-JacksonJennifer + HiltemannSaskia + JaliliVahid + RascheHelena + SoranzoNicola + GoecksJeremy + TaylorJames + NekrutenkoAnton + BlankenbergDaniel + + The Galaxy platform for accessible, reproducible and collaborative biomedical analyses: 2018 update + Nucleic Acids Research + 201807 + 46 + W1 + 0305-1048 + 10.1093/nar/gky379 + W537 + W544 + + + + + + AndersenLau M. + + Group Analysis in FieldTrip of Time-Frequency Responses: A Pipeline for Reproducibility at Every Step of Processing, Going From Individual Sensor Space Representations to an Across-Group Source Space Representation + Frontiers in Neuroscience + 201805 + 12 + 1662-453X + 10.3389/fnins.2018.00261 + 261 + + + + + + + AshburnerJohn + BarnesGareth + ChenChun-Chun + DaunizeauJean + FlandinGuillaume + FristonKarl + GitelmanDarren + VolkmarGlauche + HensonRik + HuttonChloe + JafarianAmirhossein + KiebelStefan + KilnerJames + LitvakVladimir + MattoutJérémie + MoranRosalyn + PennyWill + PhillipsChristophe + RaziAdeel + StephanKlaas + TakSungho + TyrerAshley + ZeidmanPeter + + SPM12 Manual + 2020 + + + + + + BellecPierre + Lavoie-CourchesneSébastien + DickinsonPhil + LerchJason P. + ZijdenbosAlex P. + EvansAlan C. + + The pipeline system for Octave and Matlab (PSOM): A lightweight scripting framework and execution engine for scientific workflows + Frontiers in Neuroinformatics + 2012 + 6 + 1662-5196 + 10.3389/fninf.2012.00007 + + + + + + ButtonKatherine S. + IoannidisJohn P. A. + MokryszClaire + NosekBrian A. + FlintJonathan + RobinsonEmma S. J. + MunafòMarcus R. + + Power failure: Why small sample size undermines the reliability of neuroscience + Nature Reviews Neuroscience + 201305 + 14 + 5 + 1471-003X + 10.1038/nrn3475 + 365 + 376 + + + + + + GilmoreRick O. + DiazMichele T. + WybleBrad A. + YarkoniTal + + Progress Toward Openness, Transparency, and Reproducibility in Cognitive Neuroscience + Annals of the New York Academy of Sciences + 201705 + 1396 + 1 + 0077-8923 + 10.1111/nyas.13325 + 28464561 + 5 + 18 + + + + + + GleesonPadraig + DavisonAndrew P. + SilverR. Angus + AscoliGiorgio A. + + A Commitment to Open Source in Neuroscience + Neuron + 201712 + 96 + 5 + 10.1016/j.neuron.2017.10.013 + 964 + 965 + + + + + + GorgolewskiKrzysztof + BurnsChristopher D. + MadisonCindee + ClarkDav + HalchenkoYaroslav O. + WaskomMichael L. + GhoshSatrajit S. + + Nipype: A Flexible, Lightweight and Extensible Neuroimaging Data Processing Framework in Python + Frontiers in Neuroinformatics + 2011 + 5 + 1662-5196 + 10.3389/fninf.2011.00013 + + + + + + Inc.The MathWorks + + MATLAB version: 9.9.0 (R2020b) + The MathWorks Inc. + Natick, Massachusetts, United States + 2020 + https://www.mathworks.com + + + + + + OinnT. + AddisM. + FerrisJ. + MarvinD. + SengerM. + GreenwoodM. + CarverT. + GloverK. + PocockM. R. + WipatA. + LiP. + + Taverna: A tool for the composition and enactment of bioinformatics workflows + Bioinformatics + 200411 + 20 + 17 + 1367-4803 + 10.1093/bioinformatics/bth361 + 3045 + 3054 + + + + + + OostenveldRobert + FriesPascal + MarisEric + SchoffelenJan-Mathijs + + FieldTrip: Open Source Software for Advanced Analysis of MEG, EEG, and Invasive Electrophysiological Data + Computational Intelligence and Neuroscience + 2011 + 2011 + 1687-5265 + 10.1155/2011/156869 + 1 + 9 + + + + + + Open Science Collaboration + + Estimating the reproducibility of psychological science + Science + 201508 + 349 + 6251 + 0036-8075 + 10.1126/science.aac4716 + aac4716 + aac4716 + + + + + + HayashiSoichi + CaronBradley A. + HeinsfeldAnibal Sólon + Vinci-BooherSophia + McPhersonBrent + BullockDaniel N. + BertòGiulia + NisoGuiomar + HanekampSandra + LevitasDaniel + RayKimberly + MacKenzieAnne + KitchellLindsey + LeongJosiah K. + Nascimento-SilvaFilipi + KoudoroSerge + WillisHanna + JollyJasleen K. + PisnerDerek + ZuidemaTaylor R. + KurzawskiJan W. + MikellidouKyriaki + BussalbAurore + RordenChristopher + VictoryConner + BhatiaDheeraj + AydoganDogu Baran + YehFang-Cheng F. + DeloguFranco + GuajeJavier + VeraartJelle + BollmanSteffen + StewartAshley + FischerJeremy + FaskowitzJoshua + ChaumonMaximilien + FabregaRicardo + HuntDavid + McKeeShawn + BrownShawn T. + HeymanStephanie + IacovellaVittorio + MejiaAmanda F. + MarinazzoDaniele + CraddockR. Cameron + OlivettiEmanuele + HansonJamie L. + AvesaniPaolo + GaryfallidisEleftherios + StanzioneDan + CarsonJames + HenschelRobert + HancockDavid Y. + StewartCraig A. + SchnyerDavid + EkeDamian O. + PoldrackRussell A. + GeorgeNathalie + BridgeHolly + SaniIlaria + FreiwaldWinrich A. + PuceAina + PortNicholas L. + PestilliFranco + + Brainlife.io: A decentralized and open source cloud platform to support neuroscience research + 2023 + https://arxiv.org/abs/2306.02183 + 10.48550/arXiv.2306.02183 + + + + + + RexDavid E + MaJeffrey Q + TogaArthur W + + The LONI Pipeline Processing Environment + NeuroImage + 200307 + 19 + 3 + 10.1016/S1053-8119(03)00185-X + 1033 + 1048 + + + + + + SimmonsJoseph P. + NelsonLeif D. + SimonsohnUri + + False-Positive Psychology: Undisclosed Flexibility in Data Collection and Analysis Allows Presenting Anything as Significant + Psychological Science + 201111 + 22 + 11 + 0956-7976 + 10.1177/0956797611417632 + 1359 + 1366 + + + + + + SzucsDenes + IoannidisJohn P. A. + + Empirical assessment of published effect sizes and power in the recent cognitive neuroscience and psychology literature + PLoS Biology + 201703 + 15 + 3 + 1544-9173 + 10.1371/journal.pbio.2000797 + 28253258 + + + + + + ZwaanRolf A. + EtzAlexander + LucasRichard E. + DonnellanM. Brent + + Making Replication Mainstream + Behavioral and Brain Sciences + 201710 + 0140-525X + 10.1017/S0140525X17001972 + 1 + 50 + + + + +