From b45bb873397061538a765befe391c3612d92ae82 Mon Sep 17 00:00:00 2001
From: pjmalandrino <pjmalandrino@MacBook-Pro-de-pjmalandrino.local>
Date: Sat, 21 Mar 2026 19:45:04 +0100
Subject: [PATCH] COnsolidation of bbox pipelin and add tests

---
 document-parser/data/docling_studio.db        | Bin 622592 -> 622592 bytes
 document-parser/domain/bbox.py                |  28 ++-
 document-parser/domain/parsing.py             |   7 +
 document-parser/tests/test_bbox.py            | 151 +++++++++++++-
 .../src/features/analysis/bboxScaling.test.ts | 184 +++++++++++++++++-
 frontend/src/features/analysis/bboxScaling.ts |  31 ++-
 .../src/features/analysis/ui/BboxOverlay.vue  |  28 ++-
 7 files changed, 401 insertions(+), 28 deletions(-)

diff --git a/document-parser/data/docling_studio.db b/document-parser/data/docling_studio.db
index a4f5f99a7625f274b46cd6a0e6b76138e0830747..17adb2bc07e47926d1dc82533ea7ed98e99d9a98 100644
GIT binary patch
delta 99230
zcmd443y@^jdEZA41|T>Dxp<QVNaF4S;Or7Jz5RYH!377qgT)ZD59|XV1%N<LPtQyP
zJ>7%u>3uMenxq^(LL~u3m9A|{Rg9&I2t_Z7cF~C}S=6Q~ak<Ktl&V-&a$<=oIkqcu
z$x)?TmRw1G|L@#$yZd&}V?hA)NL+N^zW1Kj_xOL0^PMk#@#A0o;>TaV|NY0`^{#jQ
zP5$>1|GVR>hfD81{;ijO@xX02-S$`SI`FRd|MhKu^}eru`;OcH&21}R`jMO7d+Di1
zZhH5Z-*-A!tyS{*a&bOeEEVSSmFntzd9|3CUnv%f^<t$|%H%W43n!NrFTD8d(wW5<
zPn<n<X5mC?Yis*za5!@$wY9od-P&q4YSryVyLFVWpQ`=6($}gVd-lm(Zl#{jR;%-s
zwMu$EU&^KDSMufhd^J<3t(NMAOg&fC^VxK^IG@hVXEQ;jd@P?kmM^FBm2xJRek7ef
zmQH{BuRr?UsoQQk@MG^f@M8!5=)kWZ`1Nn!5nMiS<nT?G-o2mh-}JR#KYD5ArkjFy
z%{+JOtv3bV`qG^@^?&?--ni+GOP3z_^3Qa?{0E=<FTQ!=U8hf<&Sh8DR#ysz`PJ$g
zlToX!&R5c_tMi4mY`&V$l&Y0Nc0VniID7is^5VtClaC&ppAQ<F)%AKXKYx5?#?55#
z?9%F)#o)>IcD)&#uXnery-u~Y9W2j&uHNg`xovi7A*l9(ZoPB4QL6{5^=@!stI=s}
z_v*c?!P##83&Ar>3o|pPFP)#6d3NdiVsPQy()p!}7kIY1+TiwQ8?AcyBVV}n(EYl5
zX68xVp6pKePp(Wo^wP}CgAWGh8uiZn%k^q2I9+X4TdSQ$t35L_ADp;&Hn?!&(&Kzw
z*j%Z0yVcctuM^O}(~VZ6yM6te9rZ70&R&0`)^4>o8}*>RZ9QIVw5qLIy&L{%dg`A3
znf5k!UT$AwGG=DZEiar2=7S51CoV3XJwvzWgLEc1Sr1<AwHv`!wbQHz+q3Of@R)wd
z@=G_URlC9JY_H1;_|k6GI`!?Ye$EBUTxm8o8{0;O-MOI2g{{W*Z*r^d$Orus?aj?P
zle~KUjm>JOQ}6KVu?hLa%*^BMR<CPQvQ(?Dbn4Yt>K*#q?zUUBQ4O{_?Ukn9vE6vJ
z$4HWMnoe_f=lUCr!8#N0dA(U*QRCGHQ^4%h)R#`JQDu}{ZKkt1Tfe&1?zryH%rMGU
zaH755s@8(fo((S7J2YJnK2zOdM!H+fbYo4ecip9#nOrIpoDR>Vr|x}!D|lJART~Uq
zIsEa@O?|X4@>yv&x;BJrv(|1m-P3ff+iPyywDe|Xe(yVUWTCbl(8`5+tp^RP2ko_B
znY-Ja;9~V^0A=Xc=*r{0E@alFr3GHjcq9Xu{a1Sp%`*hhV8Z(}&zv>Z-Or*H2&rzf
z(Btvo`Zu)x+wI;qU$k-)JA1fsCOF+b5-c<zoI}m(O1;@^bln_lgz9}Yc%t224VLwz
zI?rI{g1!l;S9{mrs0ZD4&sMS9+Y)be>90|5H8`=bFlWo2Nd-^$s!e9t$+Tzz<MmtZ
zi3V1C3@yX7pQvuL!0irn|1vYSs+kq<y2ZN0I^G#CBqPtKk<K&UzP0=x-!n51X$Z8d
zkwDvr2tuHpMW7w{XYV@jmk0jrz(4!;9q0bhfe*a@rU%{~3!a<4_Gd3Xz%4)ht^@!4
zz;_P(G!6WX17G`2`@nrp#1^utV!m9el%0sZ>7koWzdQVse>fF<?T_0>c6lx#n(eu-
z{mI9IZ~t-s@a_HgJq&|4Q**)fH&~xG<Rw-PR*@5pX45ZKaJgZV-hoCNt+}Aq+w3*9
z3dbfc{GlVkC!fn^UU;tb!psb$DtS|NyvPFixfccWC(=#SI;-DxGL>g(3|bkYYf-)D
zn|g3KdZxY_h+Q_|ms+q=hYuxtj-(D}=*j|gfTRpo+r4TF=?S4Vnn9=Dy#CG0aCr+V
zX|!sMEhiok9PMsH{1H5PA;@Oa<y1Bu%p1iWa<W}qf{19*>dG}gX`<rwPL;P@;g<k5
zbl;F+wL<~4xLxfu)@EkZ`M$W`abK<7yUaw1nd;Tv)%n%>{ADPVaclAsK}d4sC4#Kp
zO+A-=;kg_mI%lG&8mu+CH5h=o4H_-}g|>U0ItzugiYOnYg<fMw+~ZfH+i&+a8!-0u
zZv@D%m1^huH#cFqfxNPLcfw@5dNp-8|H5+x+7(mI53S{)XEz$%SFQy|gU8W}tNIYl
z5F=(p@iGrB?Hu#lmn79Hcem=bZ6v~f$L%es5QaoMcme!-zZD#A(<$V$R9UCqMP7ER
zE6q9rpt`!sDy=b%XHT7;<2k0t3$9jg8x_nFwh%paZmDnAQb$tHRUB<D_p8B~iwnUf
z)5{dlxp>JDbHSk#8}-^N^T;fzN73Kr^*6RR+I(I`kIXZ-h+}oqsAOcI!$SKo%!U5p
zMrpy#&0ec}<dBKn{`EIny-lx?H=#=RnP#f+pXNc+qemsD)yd0R-8HD!=^@ErBYC(u
zFowJS#bC|U)@7z}mHV1)Xrr!o9Mc$V?V@q^TY6>XXeJxfHX3Vd%xqvZHKNT#HXW$S
zDe1T~-CpA|Ac#j++l|Y-9x_~q>^fp4&zeEklqCa_nBCrnRogv?P0FOT-S5=r2R|JN
zjv+6uR%^N|Vz|`Rt5=VR{OLJQtTj5)<M1RZm8JEpIz)?(7wV#=D@K(^R~$`3Mb#cl
z_Dz!}Nc(E5ADrlQx7(XAa!*L51v#y2B#gkM1U$sY9>NgC#r5Va^NrBBQeU~aaDM5D
zC!Q<5@Y>8wCY24&IpG2C2HW+knihK9?yR$@-A%r+@{q7pxAZ(0xT_!CR_$%0kC@^v
z^JTNj)2&){wWH27XWa_8f&01efW&LmSc4_72y=>}O-Rnejnj`e7LN3h;IY~lr48oM
zCMo9I5prH-<wmvs5L??~tu?MX$^|H2HQq59GBbk^0V6kAKdoo=C_{FdSfkQnu1f_C
zT1x?{qG>~x9W#8~N8g_q)+1iL3_TZsJr>R$2~ICA9kKDBW+Fv4wWjfgW9PwW0}~qb
z;IPzR{c3%43*o{Nb&!WKE!Wz>&~6{$g9J5^VWWr#0lclZ022-&R%d3KvFHQ=jZh;(
zNZOH=IoSr60C+&3*MCjA(l`d0UNz}$8VUYIMSnxW{A!~QYL*ap5~<pOuMm5e>osF5
z6CCwm6C}4Ow90K;(uRBj;?`ZySHX_+()>M!=U%iTFo(?16iBO-(&=EciI8pr8Iii6
z^ESE#vgjlGn29ZDRfHfRSZknG_$kuz>m7TMdoco5gJl`Aso-M0B?%5sxit<Bmx437
z`7;H#N(*aXxD8lPcf=BjnOTwW7Ha@g`wSdbwMl@<mjW0Y_T}Tle4Lp%T)&z+7L>B3
z`Aq%@@GZz3{@#~=CF+Bp@aw;<sRqM$8VGgQb4eut0<9YhMZ~ySz1rC9ZTdwGYW)H2
zd0FEKBchACTiTpx7xCEYp$(&{K78)sjctaSG(iBJt?O^Jw>GXJ(YES{bf>n3oZw2S
z8Bl+f*$1fi!SfOd5HbVU?p*)nO_T2YhQyaLT65-*44Y(2=a4AUB;b$^219dZ=0ts{
z?bfVt0+ZjVBim~m^adM_??^C2yJ)3$8jj>G$R^>7?N0SFy2{j<L>!vJb-E6(h-~0&
zL|L1=Hz6PsD<)~+rN(-_<7`cJ_3=v=@K;;_Yo)UVEajz(!I_0KC$WMT(D2s){2M5D
z#CEfJjc#vr8YrtecFD}l`6~U}2+mi#uT*9Gb*ih^dYdhKq|=z0`An~QEqX1MbEObG
zjLF8>I_;OSNP|;-M!2vPX#EW?NvWeOYN)~UXO|$U^Y!gsrxl!S1xu~VOp%lz>o|Ln
z89G&O@$5-xbG3dfxWEE{`quP5fSWhCto7MotA|+yy-CWzY8oR=XDf_&c6_m3dg-N^
zlanlL{U9GeI^(8qdG<*_N*iO<VM4RXoAOD(O)Uu8!Gzw+aQ5o#2F4zy^g^oz!30&5
zvZMlQS=|mct1p9Cs~w1_A#+!FQf3=kksG9e>#RLKg5lnVf1aLtZ$F)xnJK5|(pt-6
z^xu5+-)!{XBspf&nJj`Ko#C0Y2!?0do#yKBtDP6-5O<W2Mb!@47bz}_uDT@<WWo{_
zsdoCvi)~OOWQuM@<#*TGNN>ntdDekqcs{72RKa2bBP`!OUc19vO&oP=LLd-Hy|oUO
zbzBHTf-q>?gGLAWQ1PrgPe>7&FMtJ)mSDZvUSX;wRNKP1Ou8pB(a;X7F(;#A``Q)*
z(X@vDXL{;@Ey6>&LONJM1T$4LGY{pE<b!Y7k>9c-zhy>#%Z&Us@)N7Y)aC5oy!{Kq
zYW?~<EZ{<KT`Us;<xUmzQdYNwn;R>>4x2t%eA`m4#wpwrfu+P<GUg_|vA?fZN{p#_
zgg<b)o0^$f#F^95%CHRUo%WUO4Y9D~8ND%*V;#0(b_fg2>bxwi_O@)0V4)dwuXVTU
zo86i4d+DjWZ4oj<ldhS>baU&G8TuG;1;2wKXJ*nV@eu!}<NpqS8vShFKHl8MJ8|15
zgG_xs!?OswAlsh{GL-_aL^^fxPezyh)rGANzw29(RZDW@Iow?Jt?f>`HGjI=c_rYb
zyD;W5R&tNEGw~tifLibMo6;!Ah^}*=p;2n>W}B}})+QD&+`&J<+SV%YTaFlM9e~6y
zZ$r!z--)7{e0@Sw{gJk6W_9e^;zc#zm5#y?Kyt_HDbLwu%ys#oYG@wV2y>FVa2h}s
zcn!AO!A1|mZFnLF;xNl1%-cVCeJbjovi@-^Ua6G%{G^_r$GatYrHQnK8?<*#eX3V$
z8-tDoOkYcPHydBT`9LRdYshye`gL#W^Qu>P6&yZcm7T<0rvDl`3wP1^4#6pgy;wd5
zh`}cvvRcOzA(jLRMsMfkh$-<9+EK>L0HWwSukC-I?-fSS%o=16uB4MVtMTt*QM7QD
z$V-BeraL4ghKN+!@#*_ea@fHFO6Hm$QhnjOk5ApZDV|$^tUk*K7Mks5751GuUEfB7
zN@+a3^Yg=N?evpcT<mVoqarmY)+95shE*Z`5j<v1_U8#0&>6vudJDIUuvN_v7dk{D
z#N01HkQJjeL<$-npl(mOg~HCJ0U^~{bbFhZm>ZW>n{_q-xbX7zZ?>E+l6+lWK8-(~
zx15k$*S7+pv!eQa$O{j1Hq8KQ3ZxHFWEYpc0gk8Ys2m*Z)hksn*hwCr?BgF3D=53g
zgI5VVF+cMFL9?sZ(9+j`Ndf`amJF`&KmXj+?6K}3aN=DLLP-l4Cj@3%b>#Kqz`l6^
z4>O@RO1B6Kg#Y5i)O{G$W`18<#4H*Z*1$#{Z!u&uQKh=o5i?}9R`^v6*np|!f#?Q@
zAveRx1SOpRg!ciAYR&o)x^PY;PrGJ@@mVe@<DGuNn@VO#v9zYkYEUhH5%`RCO$AKI
zIhL<uYsnDMh{EM7aGJma4pzKBvU%JcfC@Sx87X7S+QAGbT;moINg6r75w6b0?WXXm
z3o;?Fg1p$LsaS~Xbfk#o7&9UmejZQz7LA*}22sKliZ+e)H3IIyH-@sTLB-P<u_u7X
z1Vc1?QU;Q*0+!~EbKs3Il=BUl;l&+8%kK=z*-MMEA_fi)8wz-#+UU2u?TedZ9$IGh
zT=2ylU8u652Isg#<HzInh6t*_{g6{v*C8}ko%s>(X`<WF#7kcZan^l!hfm(dZeM$*
z&J02f=W$%LiBJe{O9I3mKW|y`46kJfLjI9E2T^Zy!1SJVexisRE{ETEeClrGk{~`4
z%zqZ1S-_A!wRi!1z?Ij6K;gI7f=evmWoNgG*5w?-6tDBM|9frbweY+5zW1K+_3zz$
zPv1S6<w-FwvoWB1aPiCd7|e=X!${%xAmC~KP3Nqs!R)Q$xP)PtN8hUFLcC#gcX<iZ
zMxBj2>LlL>6i`GUO7dZoga`lZ<`0I!!mS^QyLfl_7hjovpdYoXj+%P$E?+5NTBYR?
zsuCGTPDs7lS@#S`ZXJb@y2AsB^%Zo09+e1%jb82HR6vXxE8JoXG8=yBE7KpQFO$R>
zqdY-V;G;{<J?JcxNcuxa_*k_PTJRIq*5xX`wnh0@E(=Xm<(jR^r^8TIWeAJJ#h%>H
zm&<KLtNDr>ecV)r<f9f@{z)wwubgXNsbfT7@5q-rsW}4~cr&9mMg)Rmb&V=F)W#1v
z@;9YsjSv`?5jJ5s_OrSUvPMXm%8p!|(SWuP6LKCf1&EFC)5oXoeijMoysGu9h!I2@
zV$Tr?ktmi9tFwh+XWoR7A2tc<2`3Q4&`b{b??r^+W5<bNkG(wRD#O@J<~WBfcutDM
zBpiSJ@5mXlCc}kjJu!dg3Ypk#7$k%uS7)n`6A)jkhop7RnCpFW)R|YI=2me&_}-8G
zbg+cJ^Wn;4!BUe~<Mr7z7oaT;gwg_FA~7<e44ER{=@P}og`eStbu}1IyiKHAN5_LB
zOz7Kz^@N8abpx11G&}Xcj9NdncDCXs0*1IVcw*|F_YI`TLimxNox1N<=_0XN`0svd
z`tE^d5XGX^wmUsFz)~oPWlOB}dgkl}30xTp65g{2vxpF+^&*dxBGV!O%?u<buO(Qp
zO$ZX*YwLq4?yhp1nP*TOp*;aO3=sEFB(F46(2D>qdWJ^yvh^yibi<dnOpR@Oq3P`C
z{)iDBAHuuxwO+RD2*kboU5fB+2#9p)ig>u)>dQZt6pqdtZYae07;Dm4Ko@g~yH{RV
zc;@I63r~wZ&I;563Rz-YZ3>>qjG3<iS`3#97Q5+iv(GzuTc<AW>!TR;TQtE!?ueug
z8s~%|&H;T%+X>mjee0x?nETH;zM%mW3Wx<V8)qA21nWDbnD`dSeQeUB?;jHWQIn=!
zlp|6#)U|1POJs<XE&S5|aq~S-F2__q+_odecxWc;ale}jx7!0ybhU)^e1&&UAlP~7
zl(}J@a#pb}z1G5MrkjB#Tk>8y&oZnLrAl}`s{g(gbE<2+S`%M_Nu@|6=tW()%1n0q
zXpetE_#b|1`nE^`OP^w9DDa4^uo$e63kEVoX(Spk)Y#CSKJ@&S{8_BwVsWm6vw#}n
zNkEV8to5VsdxKKjw<JPIMxtmgD`Au~IEEq@HU;azqd*^23HG}f8%8ACf(aIBnUB>O
ziI^Jw$r(SQB)C69VKQkzg;lJxC(bXP46?!ZzW6i2h4$L^6_g{$<ud%TWh?%f_KL9S
zHZB>NG`MG1>sZ8*x8@QiG2hH5i;T(U(~)d~b~7@>Gcw6DGR`wH)6Fc`bzM$+MsQ1~
z=hG#b)Y;6uw1@lPu4L^>@)=wSFSl3Zo&<<G4-&ljDS7zJoiuSwU6ftB!|QVo^G}9<
zG8O$((m#cV2SZ4<rXG&>8=jgCx*OHi_7!D;&1&(?6hItknx(uX|00T;nfVk3r}^Sf
zE}dGsxUjr9;ZlFRofA(kTzvfOMF(4}MjaBzdOyA|6cyBMYbKTLTa%Ru{BrSmr^aye
zZ=X7Mk-P_t@(5IoJpk|rOLavwG=*eFrXcORh(^5rtp<@R$-%b#-#$`@;^}P9_qHS^
zF-3tGQq|Jrjh4Y8HAYLkRzY3`Rt<9?CS(Hes%=U7Z6y*B1cXy1lH`BDSe69kMr<#I
z%AIMWSRMfe?1SZ5sR9$E0URKyFUV@_A*Z$Q)bJuO8v2BJ!mETziElvIdLUCU|6$*C
zb(Rhy<l(uqxD=o^>lP0P1&^-5jw>)eUg;HQ^nk6}tJlA2D~8HJd1%_vKsZ{Ri5L(N
zaPg;91aD2F(Nlz*Vr=wHSOXnrNKVNbn&n6%Llex~te<bqgAD;Qv4eQgoUgPsgBPls
z4HAIbub@5aGc)}Ki)lW?WOfJ`WO4z9%w=4O9gDOeUNiX(xp+=2UwS+^xj>f3x$|c)
zy6i>#2cPpa9t?>5w1bh>TVD8tUYLr)M!B>GT&v3grAz(18pz;UBchmPNm?nbPSXV-
zxcbJ#tKSLEUw@;z&d30P_Uy=a(t;YTnHm0*WNlrRjP#~P-w0+z`^yS7q~!gv;)^D8
zwZmnCqK<0d*ob<V033;skt}snZLMp^g0rmN=FALw4U<I?A-dN;n8=gWGJ2h5_EgQ7
zL(2;Vz?397b+8HCmk1rd0ZeX~^B3)BH>84Rpl605E8f97XP${lnPoLION8ofqY|<(
z#evs<&H1~+chBB>7hbkAj`+yA6&tjo^a=CL$pDM{X{cE}+$6DAID{26cbS}SyrkA?
zUyEL%02(*y<`H3`{>wY6;DK@QQh&j@+n#~TS9zLPwO_P|$sI<QKO<7B8iav1{Cy5p
zjr!SS<Rc|ET6odd@#bKB*E{Qt%h(z&g`i&Fx=^pba`Yr0=JY8zk9xYWczS96?4@TG
z&tF8Nl}I=}c_BEt7@S);zi|5cPh32|cwuK<qWdjo0e=~`scyoBk>`W>TO=1Oeym9t
zguu1L7@yhnIzOKM0=)&_%*>S11x)@|1dax8F;^YBq_}~IV@X+^<;9aTGtUTHm`uI0
zfyWWkOX+2h=Sow7J2+wX+3_EO#{kWzoxsvs62(9xm{Zk@n@G}%AlHy6A_t<so10bL
zf2!TatB_JcwYfpNKr<*nqS|$N4oxQcM8tbLAb7+Q%aCTk+}Z^^vN&cP@Uqxh9ZOIH
z;0A2W6DB{KTm;>|^ZMCvaU&@nm9J!Xm@HC<OJal_<_n`Ax;ngkB>3J>{zR~7bV5qU
zvl~aQhxuUn=qt}|kd6S(83GF7PkiCl51n70H6SMpYNQ<G=JNr`Im{eHkIJm}q{l{X
znl<HA>q);Wt(=LdRT0GQb`jTyKIMQpEMgiXPUIGdYdHYPyvWabt^=0drqAoJdEHW(
z4@UG!j4>$?mlrPtPhVOP5eMg%mX{XKU!Z%=!-<E~DO4@9GsonOaQQD<XfDSRh_BA@
z@=jPIuM60$7E4BPktI0zZRyN~i{~#{61=q+c?P%vPKUusuiJn+@X%gGUm!F9awpH8
zIkQMVPtGo$p~H)s#~~@AX)~mxdrzD_b8+#rFzhn3ZVs$XvJ*&BkQC7+6Q&GGwCCZG
z2IM*dVm^ER^uk5)`GvFRFD|Ju*^SDZ)6nDTaB+Xu^uo5AZF9-97Fq-X+I|r*r7e!a
zgWgwYodBXJB!(Yd>x~WEvur~$ag<t(U)(YrBI1W2fS%@=#bQv<dZaIw5{L+K=_5ul
zej<7K^JZG{fMl<n35J*OPV$&kg<&vB=b^+^C{`#2_I4wJry}~oQEkL!%bd<T3X6UN
zZdh~|E+YBG^ok+Gh_}TCbU&ISr-2M=NeIApQSRP2v8Fu%V;Fy6Xm`oQ9?B0MIy~eU
zIc+{5o1YVOhn%UN14}SiH~iIA0vrswhuZ-^1zeR4wl)Z;>l<B&7Wx?K>kCT9ZTIk7
zF?b~AqRVRQN;vcNiR-^bK71aB#fgpUzl?~31(zF}I42vVc#{#z{LRehHOGQA95|35
zbG^oYi7%5JB-u%T5L|DpkAjqk3_@tN8<z7|YuDP~Wyyv&5UQ>#ybQuKA2}iBRo<XY
zCoB`p*{I21Dz}W54LcTzvO>akjb_@dbvFvS-QNzfr9r>tckAFwQ@6{*y{?fswpqs#
zSg8^y0TW#REhR-OsSym&yUGjWPHnaYY>6l`qf*E8g!F0m0usr49j^Gk_FW%E|ELBY
z<3;oHE;IZz-5{SvMu({!Nky2GQ~?c%p)vV3^To_y1kC(JX2U{ZOuY?aE;yyMRl*J%
zXvQe)<%D23GkfbypC!bq=nV2xg7XWfoa}PIACX7?dQU>d*wK8lENN1bp1uCxYt%B{
z<xawmAvwr<3f-$%c*|TNoI;Oe8f+EJo8%D;S7T3+>`T7a>P=vQZbvnGX*!VS>OLaz
z%+fQ93zt5NXk0jX_MEmB$!%m~MuZFQ$?NirR@fz5kSWPhYycx9;%O>!f{uv7A*>W*
zJh)b#Mur#u;a}f+cX;~~QxC~6^vGuvYajunsoWa~i8lGpvU)R+*&A}WNenR`&W>>y
zMS`nI(r7pQZ+>d}Lvrz)-P$HupX3Wbr3NtZbw&>^SDQ^(y{k%aQnH;T%ZUxFDK5qD
zcg`F2_e@*+%=B{o`33|?$d6Qi`3-L$@1+M3%+#XL)6wZ0wY}Wycp)ain<5LSA`8h6
zTD$?WICuRg&o4P(Dtb6~Zh7g%f=EKjOde08ZntCRvr8AR|0H)^x<F7&zc1VGuLTzc
z)TN4DM9q<fW@s5(ftaC!drXA093s%|0Q%$lL56RW?=n%*E3K|{md*2P!4vQ(2(RO2
zd{RS-7tMzEym;&VF?oGdpFR-&#Xq?D4)a2OTB~<4ezTu&`>(kduc27g4}8doT*)GO
ztA4qyh23!B)3<)~!@&g^WiBa`!3|!hE@Z;nPfbmqI)_6tdTO{C*sIRQH6>Q~Uui1#
zRf9-f`<`FIZ~X>2O(&4z5);a|puv;sq1#&G>66~d5HRCUdYXW{+@i37@WN1V#$s{j
z*bazrY7X~|&qJMa;D-qiAKoT^jAulR@qtf5^z3gW{aIQ=PhJ|avxZm}oozOkT-+9Y
z2>(B#7&k8{!P7<;edM*r?s+Y+>rua=Z)&ml5?ryTTzpev(FogPkte`vXkC-U2Nh*v
zrI~7i0OZIKJdR>TCLC;rMb6IeU<-gp&0H^9RQZl1hqQ8Ah&RP3oQ1-i;B}ASWR3TD
z#Ss4M^wj(N>?Sl*$u?I8bR(%X((JrEL$WqLIudA8!C3;&V97Ry0BxSE(<6bDnVF~X
zqBXCzf)mhut4`L)c{x$EE%B+gGU*7wr33qa_Pka*q+8+7>HEA{UP&8mJi(^#ER{!$
zX*tK}sjTJl@>`r-yoNOgaXOy%6cf9fENKgz6upAv1$BHbIFmZXF1WbcK%5JFkNP|p
zJe3MQjvD@C)aSY2e2Oh9>1_T;DmZk?rEe}O0a#hG=%rI~*L8wZRkGwYRKDXovBnpc
zQip<Qpo8>aH%jHdzQUZ$PH?Zv34jk5#lrhFT1&v*kcWZcMx!<cq$SML)$6|nxD?M=
zwuOOe@u6efp&hY+At?r+os!Q`LSz8GL<*qV0h!>hmi2?Gt)&1u&(?ztOk9Lit9~VD
z0kFU^7f5L(aIy~Sgub4k1Fh{V7E4(V4qrI)%n_Hcc16mXJU4bWI9H8`D4SI_wmfw6
zkDp&!d_vh+v)$k{UM%HVE;m}Q91Eg6Yv$AlfeuFlj@3ILP_o&{AVzcjm!d$3Qyi=W
zjhiRoqO)+%wcCBj>U?jV;CmaJAB(e1%FGwOP({v@pmd?Jy1LN_&M6FW7LWW23!2W%
z$@>SKzX--)X{*g^L^N%UZJPy7idAybg~NkIe6z~Von7*y4i+ylTZa~w+yMI%M<}Wp
z?`!jrYk4q*^YvZ|EyoKpbH&pV5o?X6x}rWIdGUqB)2%eUaR%y7+EM)u(%FYB)pP=#
z8FjP|$xc?j+^q7Lj7(egFF2G01+e0<fe?N4BmWU7jQr4OQP`Y~Jl!A_uqn>uDUWp>
zqy+{DpBmlQI}r9$hE1_du+a`g=~xID+h+fn<Tm@HG(5c+$Z%gcadGjy0&C>vh;Zwx
z&>V<=V|#n6d+g}ZD_5?hYzzMfj@n&W$PRgaEc~~>GxgE;>$zNT5xs|%6u$5D)Kd@b
zry@i6D@Sj=_?>@pdMY~=e&e27@A%HCJ8%6j-_zeZ9@j3|rF6lgN4Jj8Jj%VAXqm9P
z7clU*Q^vr594=<yuTj!qwt>u0O#^>TRSo=SY8&{EHXR4tw~g#^SJfc=;uWQCH0fHi
zaokrlc=RY=?8=)hY!JQSsJ)ri$YcRsxe^DD9_50j!dE)zN2Ly2-+X6wD0(pH+itZF
zhVI(E1cGktyRlLV;Y5`2p^!`DKpPp!*6~mH=`?*E&*oBG5MeO79qJ<Z7o^kvQ~w;6
z0zqvDq4_+NaV5hGTVj`*2>vbRG1-4*1pgTI5vHO733m;4llot8s7!)?h(OJoE0*A2
zkSv+d$GpWUro3xYt9z78aIf)nG!#&nyvuU$;t72m3lpj*?7Miv2n|8}H(EzQ8{rU^
zx9?s|VYHUQ!*JVMRd1m0%VG=_9Ej;0+yiSncpy&=UP`yqQ~+q=j1O&Mb&?PR34OsN
zCpORe{h(|_+(+Gkn0m&l4<Pw(u=s#`7fWRY2*{-%=i$v(Ac$wm59fyK5cGW^0zX7E
zRhX|gTaMrcs}b~FIRfAMTUC?*b4!SN@0tYtor)6p9=++(1pWofyVfV@?^>Y1y~B$e
zd3|IHIAOjc5A0m3U_zw=cJE67T4+o*xMode1{lmt{yj<+jEJAD<2O>b0B<E_3;I8>
zx&^LmL0{H1S$Whg@C){XtzO`JQC(*hWb*I7hJk<dMk*Qfan1PWmRb8j*@HOQ1sBs>
zUeCZc`Fs7H${GNlW5q0@97unY=o6*?VX^|8+cf@pNFmskkz`eaKKln$XUTUcQQRQb
zILfz@Z*lk92L3JkuWrx}RNlZp2fR7$nD4D9a)9>{-RU!@1`~+J(w24$X7mx1Rp0y`
zr4IaUe*gWA6g=3e-a+5oTTwE>UIh<a2fR3Zlcf(ZX3PX}1_UOSw(QDf%uGqb?xzld
zpNU<oA^4k^uAOTlu%AmCgsdn6(s$>Y2>xxmR7UW(`1Nt=qr2Bf_@txgu>uJLthIA}
zgs}hbZ<!5$_vNYgQ0Gk%v#}}(eyZED0=JG|x{(qIwz-X+aO4;4R3X6)7%0`3#p6vs
zQtYL?<n~f^1V1Y$h-k$18TL~nL17kLfG9}(f!<x|(qxh)68iY8kPuPWCw60++=^->
z#C;v=>PWQ&-_N*ag1<0cIl=!D*H7qoV-tO(jDo*0QB1*Kj!P=I3rwKOD#SAhaK<6!
zsw<#~b}p{)Xg~5m9G+NX!8i9-Ra#J?h3K7~`te6=ZNg>8PbxJmQN{4lqx{AlM_EV+
zknyE6(dhU*D7X-hSm1Xbbr<}A;_3@*S9}xY7u;)xd$o1k6<_cTxDpKhn=8cNzqxV@
z?i*5!-N4zwPnp;Qa26<R8~Xi^`>De)2uMc}G^HfeV<oA~7c`@C#RDtG(0A1sd=qbJ
zO@{rHWay97Wboa1YbrCiw~emSaCHX#-j{S6F4Ew;@X%1HhQYN#QHJ>1P}zpTwF&nP
zN;t%~vDD$8{Ks29)`tWN{%T^`G4b!%IzGAHg84lXwHXvi6m*CyIQaJpBPQ<kKlQ(l
z*ULy(Sd07ytLEU}c_TF)`j+;ijrL?}B#Jt?_l+*%pt^%^jg&f<FWGLzm&Ptwy@&Yc
zfvYXk_ZL+HV(2qP9!9>6f1h+^=o$qgqT&$#Jys&Z)q?PsE^YuN*wp5~Pq<~cXoSCw
z4J@OjBK!{t0>ZnD1AnYc#Bh}eTq)Y$zW*{2zNyJ?-u>6_zhs1e|3!8B`zsvbUezBZ
zuWT%WsUG1Qo6iqE76%{8gOAXlzd1u~3IBP#!i4`tVKu93K_N^^EWN2h6XfH+5+evz
zoA57JjS2sGSqaR$RD>YjsyH32yj!V>!P|xlP7JQ@-o|cCV9GinBG|S6vJ<}PB*90}
zqJI2oLQFeUp%?)ek4Xs(R&OCjo}XRvZA3LH{8uVf_>b^mxbXkpl6rX1+Q%Qfnk{|O
zLONFX!hN^GPvHmtG4fuhM(C%0d~vtB6(gOTdDNRvE-Z)0RZ5M8-)ei6v54S2=93=o
z8@sdGZ?c@l;B6;Zup2LG(O0NjRV}=gVIzYHhZFB(Xm^rZC)T;}E8rpJaix*TE3|Wo
z3-gk-!>@d9>fon`Djm3z04~L5Q0T(H{|8>~!goX=p+wOO><77;_E+>Ge$QAriD)mf
zz~YUSzCd*kYG1s?r7v7}Aq%z`68%>;jdCI6;f!s8{_!;6nR~>-F(E9!V+Aojs5A`=
zQ&>fexFAOO{Lj4S@WX7Y{^X(Kd(_1UpAO#h;Qj7aE$~=@47-7iHF{UHM-%JrhAL%f
z7e#7>+qRD1Sk;V&9gm1}DVq^5&7{&9ghOpX_$OW*KF52N<Mm2s!{6U}&;3;Fdi3b_
z>hVYUpYk6r+s@?SlsGh;em}b1;U@iW)!rOEBLTt0`TTes2xGN0COnVuiJpHL??ycF
zmNz`9wnq5aKf2{3A7C8OE^Cb<Jo-1@^P%DHFUO)^;~1*7fx6gb1j6PdnBn%LuCl-Y
zqKF<1g?z12hTmPRj0@)?Vx-L%xY4R?OlV>-NNXaZE_<1|&0g)f4vV+krvX2^?;7^U
z`hx|xsvGeNPD=WNHf?8(RMYoad;`y?F*{bWIRVu8fZZoGZXw6vIvif+DF@hPp$v+D
zNZgULE8*fc>kma~A~?=^(`Y|nBKc^pu$}T8NoSz5c)!P*vQD`clnscyz|LXGaXjg&
z(t?KybNC*Ux5Ua?L5uLI<5TZ_ek_sl`>)gy^Rd+e886onjhdmyoD5PLSVghpLO(}~
zG|uM>;}tzHYwsMZ>d}uToh*=j6!)-wFA!T)GsCs-G18l=^6})5<8bdXA0y&)f?RlM
zNUSYIX`|#F?5FgHmm(85nt6`IR<ihq<da!4o<l^tNR++ne?+V7=kEI`1%j4x6di91
zn&Whccdisje?l#g@4FPp$U<)&Kf6m^kiM)aZGF-#40gJb{O<RdzO{8hVy27ObHOZ`
zN&JZb+krnPknXTbJK=~?_G6Q{uh$qzx(RheV&cT)oU{u;P$_y}JR{5#DLhV}MfF7b
zaY2z?Ip7BBh{PT9oaoxyp@c}E6_ivayw1uYmBw^8(;2ZL_TN4Wi6jReze2isKrBpA
zF?p+gAFeFoejk(<ao-K1#EE<R6oK&umCTzhFEYv>{o@+WP+dbTe=bC)3&m6j=1SHZ
ziB;_PRd%FLRf?gyBd$Tb?B0JPUB>G1AMpxxNc<gCBZ)uyo4H}&0vdAg44xW1r1~FJ
zD2bhkd{?0o|4#R{H1t(POZ-=M{ZA-WvY$#N{teVCv5$R5McER6nc^k!$I{?qA^JEv
z8ybSY8xFpa!X^H(PxaaBGg7}K{$-~heCZN*BRz6C!UXQ#O!*S>;`Xdx@)njai7Cl%
zDUND`K=N)A#4cq_YzvxH1G{>_pu1Kv@w2#REfZIpVo0FuRm{W^hS*{L7S%H8NBG!w
z-<dAdjz#4>#ar>U9eGg9MCO|9k9ccpnfUgF#chHU#Z3G}j+8X<7Z--=n)quwRX6d!
zCu*GZZFjo=aYCsR{}X#Glt?w9;EBH@S@tBVdg6a3TVSmA$)iWjR@yo~sRYW<gXaf@
zP<Fq%=6`O)k(IGau<XDV<5U~8{4oBBS!7}<6#xERe;iax@we|-Go>FFP4Tyqj}?_p
z@mEF^t{K8_UA>gPz0c?!u7(d)FvSQlQ7;95j1ZYe-DlWSp?tPCUpB?*;l7ggdD)vP
zpQ7q1kvius&tM$ia1oXMe*L;~_3Thr#jlg{VTP-#M8#G7&qF0v{H0>4KdI7+`*~E^
zO{%ftUlXM@k%<xsE&l_#C@zsiXVEB4ODr5GAX0TD&ZvlsulPrIF2UmO7_GzNukKon
z#offf;)*Q&p;|4JWQm#Y^bJ>LnOK+w!~HJ2Q#%)D>A$7bS(3$B{G{w$qU8~P%Xp<0
z|4Tfh7PvXQ-<mB^?1m7^NEw#;gjy}WrNphfS8Q<)v6g<viIt<4c8s^3Y-F`BWs97d
z{nT%XUzpCvWH6y}OWfK0)NkQ*OeN*-T)-u6bhwDipoUA_k)cv9Lmk+&pi95w?@rcr
z@z-~%?&5!sYP|Tb(gh=%op&$v(sw=dPbcfW`0Jo&^Da)T`r>cev-Zn`(l4aFVtBtp
zwO`DGYuGI={Q|ta!P+l=wC7xL8(#s&U6x4p#L4IA9;&}sN=QsBgMu)Op9OQ(o}^rH
zisA!Q)f}f|Eg&k7?w}%!?|>ST#@#yZE5Gcw@QY1>^Vx=ff0ct?@DAKq4VZYegE}zL
z;28COiowKFp_(xLWKo!RxF$^B7lnz3WkcAtF3iXPjzPhDl!x(aHK|Ap0c@<M-KxZl
z6^Ze$qf|`X>AlOv#GM|k8bkd{WvT9`Y)stPc)6GX0bEGbjES3Nm{b&3Id7a$j&@ZU
zL?>q9z=9E6#TfsacW&)iH|9;%M~H_IbLvMS+R61})N>aV8>%7`JG$P|N;2bKx#2Q0
ziX}uIy0P*v&RgbPwSwwwM4nhuX1tA|+A_N~(03UiCX{Zd%FK9^QMH*wb5?Bz`f%R0
zv0^h1n*$Rb87kJZ>IUxp5?IJCx;LTN%sWI;R&-`@x2iJ(CfTL*%z)~mx-f2_!&PYF
z*^5H7Bjsq^?UE@YHE9&8ldhRik|utgFH7St^dY%Dx-cBXz8F`ciQfkc?^S~)zIRZC
z#$W0mPrh=vxuKFY{(<8+R*h!x*ib>5_~J><9g;TIVc*Vy-qZnqGMLOL-nA}`d&@|7
zqaro&`{TYQ@EYP#e84I?u8SWSl&Fa>4IC9Nal<XWmjz=X*706heVX`niEnqRsLkk)
zVzCD}l*^77c)JC&z{GF?8?Q+EL{#6ILN>9o7^z{?4-WdS98bsF<&za`ywDk|W8;5F
zRI~Ay6E$u8Wh-k#aT~rnt0}7c;(zy5Zv1yw1;%}of{ThW;GT8$ZsHNB>`i=Iyk}&$
z(l`C6{LG;CP5iRSC2)4AfP?jY_nWDLL&n{Wm%;J#B1g^lS^K6hH;IHP(qWI{H#^k6
z@tt{d6>$1vC2%6|8`%soIjR<pZ)Q*t$6wjCE{?kiqQN?zR2!$iV{x3A4kp)~@vZNt
zP>#PhSuTg`j{f&uHOIec$J#kJS~{ms)t(!uo#Wdds-WX8?aG$B(5Vhzdy9)S?Lnu9
z{1{A(^xugpI=;oH;<@talHHBRVmg~tQpZ1edZ>_&yXL*qBPDf41HQ+{>g#;yXyW0K
zN;`7{2lJrdPP!Nr$|@{cE(iI_pn>r4)v3bWr7Sx$=7K{T^~U<f_Mu~(D_sa*y*iaT
zlgp&?rF1!;&lbz2O1YdZ&jq=3Dw{5p3+&)27xH)tvvWZqo61!RnNl{Bsc_;%F<Y3U
zom4)XFQ?PxQnsAVmU8*<4}N+2Ncj6Frtj$6IiM73t`w>KlqschrF1b}NtbzLMGt54
z<y4`ZPp9*xLSAiijTmz(o6Y1i#Y~11yz|)?=rg8;k_hPZq5YHuqR`Z#X8m&bM@Oa~
z8tp`(kSdlcxpKN#&XjVMN{$9g#Z;wCQ{{3or{3fleYujV<VyKMzEUc&4`Hkmky_iM
z){y!U7XNbk<1c2)*;LW}W$Ztk1)R%Amr8m2D=<r(XgYRZKCk0c^;dF#i5a1iQFw5E
zI<?~7pU=8K*2Xswwaj2M6;{Fi7%qPtqRJXXzq|kB60aYwjubBZ<xP*QrYq4q3apa;
z7>j>x)?S|Fz1d<h>UTC>)>WD+L=U>Va)m@w6kYN)m%_{+P0v47OlMN*Y>}Z?O2vW^
zT$b+Uas_SpE9UaqQi=B#E16WToXv?`a}@{^TFs~O`CO?8VU>#MQa<a*^2OftT}%05
zI#nu_D^OTDQ-qM|Kd;RcO4$N@z&w{Jl2$B~QfXcgQ#*GR(y3x5N3+>-AyX)Zk9~bA
zM@`IIZkx<q2k)DH<b?{1RLN)I58jr`R#^FBK9$Yo%b8rhQYfayZpB=RMzahxTggI$
zIXI!5OXadWlr2_@<y;|`To{$33cr-OW&Sx{Qp%Ug+*~Z?3p7wJ(Df1=ozLV;C78%s
zNasp9twa(2%czA+I+rR!_8Ly9T!xVo3-aVrnEA`;`$J9JXG*zLfmh}7xlFE7%$MPl
zOtz59FbK`Gx|$Y0Ws5LyF%KhU>3B&zT`Hw2h>Su(Q=2UeM8pq8G?K{_*zd!i)}l~M
zapH5XoMGv;MtW%`mnyT6@GURS>G0niv&g56CN@{e6w8UeTUoB~OJADGKhJ_0DP~v*
zdJT_N=tVl8fry|j+Jux?k~FCs*-C*4V*U9kl}StTL2nsERZ<8<g}(0i?Wx0I`@fyK
z{fBtYHIpeY;h9o~W+c^0%yuMHcnxjl3kXVDWyVqn&tee)Sk7dikHi>!-LUXmuTOuX
zHv0Z7Vw(>0U@;Gem7yZmA%#>!L?haY#azUNVwZBI%t|BLlRP(Ch%EfpZ%=*r!}SUR
zw@u|;W!DOEs=~Fln}px`=G1-Rul;Y+cRf{*q#_(w$z_WSRn4OrQiV#UP|jsp%|b3C
zvV&!yI@T=5GBN9n8o^Mg<Po+JTZao@pUQ-v`s&mUY=n}!KRo^SrtW(wT1O7<);dBN
zk_AX}NF$3}S0Bph6s*N2u2LzJu}LmLqbxSM2Yx`PC+3)x<G6xa_y<R(A89f&Nm~R=
z$%qn$%4BmXn2R}Oq)31aM#MdmXfQ77q$GA=6}b_`nJMJ5xq?<f%$#V>*Jg`Kvxz|O
zGxF)fRO9VJ<fS}ws?4WKDN9$NofH#ZC>G1bO1><4qCsaxKH|edIa^3B@(v~6B0X7e
zqFA%x@4P<!(TSZvtfW}!a-mR0yp&5BNVg#FE3%?xSfm1@v#!}}DpM?>$muGbO(z*<
zx4Lp(W&i!xryrc$3DZ+qut*7!n9f)y5YdP|RCzgHp&#l5{er=e<>?~QJ(C`riXF?=
zJ>N^G>*aM(IoxKQDC7$Wg-jW-0W0(NiWEQv^#w90BePg>#6_xrd}mFHl^n7f(Zqxa
z<>U+WDxV$e!caXtYqa8nlS2y<{)2B$9dN9cM+>6)3&692;Ut(S2c1<aOg7RTF(&Mg
z&u|-r4&@hfB3<svqZlg^G3d4|8q`VN^p~e@|7<?Zav@KV{~7e7UJ3h_U}&UAR<fJH
z>75`#{wnAVF&)f>*hQ_<IP$)d9NZ_ur+;DU6EE_-kXE_~!$G$;E0VEH9#q8H?wJDp
z%NH}LLXqC1q>)&57pMh2p)N795(+KBKvo|xJoojf)MTX_ON%OPrOE~RsM*Lu72=dk
zDpO(T<t(TUx#8xB#mZI6C`+b^yJ#6a!En*Lh=DPj;)@c7TQ74c--KqsuZRWInV2>W
zu9c_|`l)Ef^1w@eky>NQ0n<!DnuV*-R${Q^@GDkGu-J@#Pc2pj*|W^Q|GQJOJ5ELF
zGdXlZ8fn3(bBKrxLzbEVV`~aB5S9tkGGH-N)Tn_5Og;pG*3M}D;H3gD7((_>BMnVN
z@?u_BNacYbX{HZ~hc^v?K$ucbkiP&<8EwJ37imqRv6uui;aC6VbgB<KvoeysWr1&I
z2<8Hqz-SPDjt-W^g^omcT?I{A2K&$l5JtWT*n{K>sQF@2m7eRk$s3e|bl->e2L&HR
z-R)cxGED#IEvbGcjm<)Lpcj-*1$;o`V7yWp`OO3~w7mL=rBNtU3drX?_KyGo=m5OR
zlrxB2W=ux!r-SwF`}f~L)IqU=9z<HeW|dsJ0>}eK=7G7I#B8bpcmP<VEYn5l5%f1)
zAmxn)Mb0OAdyh((HlZJ=)EaBrK-vvHQ{8HZ)%x@!ebzjMW<rt(jzUf>EEX2h4Aw_w
z<oHdOFeZ^dX>hT`Jai<X4|hN|NOy!nCcz*3=~1P2+gOiYM4GWa@E<yi_k+X)p9E%$
zl3BoXF4H~&6n;Ps!2<M(UdGFa4nPhTl3k+iXH@p{R$ulry#3(x+;e^sAd0LB1>S{3
zq;+H>Dg_}aW&*p*@HLJ@{zxX4&^lR(j7%nrB~Yv+W??z}S3fd!@DoC6ap|vWv*wFS
z1`+9Zdreu<L|qN%^cfo+0UV0I(3fy&7CZ``1hZnX0@mqI33<<&WV5-FV3p{k46^~1
z(^vv@eM|+24pvHgmMXnd{!|i7quP}6B!@5MkpeIf`c8TtxQyu}kz9uB&?lHt*hFx*
zdM0Iz?JUKc#uR03Du~^JdMSzlUnU7SS^t#sr%nnCmq68->b7T&)Ci7m;b0o$Ikxw8
z1G_u?>VLo{66B|=Fg55FNLWI3K+kjnT6c_Ya!5V~&_fD*h}IMY1|Oq|GN=O?O=1D?
zVme7j`zf!we!6`mSZGi{`}sr7>Po#ibfS{$tkz+-8mn&jIuV6qMYxkAy;MJW==7-*
z3k!3?{dq*6$!B3==sukh-p0s5mSH}l%3&TY0t5sOky*w<RUjhiU8JT_um~;(GETzc
z@ye~PXG7wd0~;wo>LOzSY{{AA+tE!ruPJz$V}4g9d6c#y+0)Y5nuEf<EM`9aFwuTh
zZ*>ncXYGhNEKMh>m*-1NaxR_)xX3NXSv${hIz6^_iz<#yWVGjp%D9GKx&>_DCk(ZQ
z0VYL=4GK0ydq@nx(vpSQBHp1~5gtc0g9l(SBM*#>dv_xd3$_kdh#j5|NrU!8aS)Bt
z-OOE9G#iw`xS)WD9WPd|1`D<Az}HsYSEbmIL6`D?t`a^5HyS7%*n<^{n+7V8{=rPZ
z@qqA$cXSsPH%K*$qX#1r;z^>RJ;!UqeOZWUSp2;s;|2C$=EBc%Vq!WnH~=>y5;>HU
zxWYAsCkQhtg9Jl}a~J5Zm=!pdxBxAc5^{ZEhl0Dda%GM%AcbX%^E6sDonGvgk8Q(t
zK56je1uQbLT{`@Ozn=a`_!qy(xmz&{W3U#1OE&Go{n$9UH0x8r#86++#P~=AA#zAH
z(QOV7nF-)*9`QEjmwny}`tDKB_kntFg@kU-SF;1hb>vc~_WU6+Hm9IA)`sYZ`4pUj
zE39#>2~-ZY3Vt_vnMFWmC<vy2+9hr1Bv2HufLvw(8T3bDLOn6>S}0f(DaHp3svJK@
zEP75!J(qpqx!emQz03n=bNB=xX}k<5B(xFpilc=d&`Z2D7&e+RBt6a~@iq=Fun&F<
z`N%-z$#u6lGpy*V5WDsj`*EL;b~>CIc|@jOBoMW?P~`=>(apANL;^i3No<$X6o5dZ
zIgwZ9;EV2-yFJ2eMnhH+l=Zlpa@C24hKtCDDln&nR9GKe9T|`sq8~4s00dSA$`2<h
zt|lCXMUA#tfxIxhu!EreQXvWb_cPkg#t&q)2rCS18<`dj&kDc-d`OTY2Ral>BhlpL
z!<s^-iv*b!`3G2F8RH0m1P%Hk&u-#fMepYiJ-g9R&N=7Z>0p_@K3&*qaAa6l>@f`N
z64H#bBb1e(gic@YS#Pec@Kh_(ZD>UH5+Xe*Cs{Yux3UsY`q_1XusZvU2DKA76feSu
z4u;{<lJ#5?g#%h5IiAIzYd{_g2+&wc;{+<;u$Ak7AjkpE_>IbMW)80Pf3S0KDEz}C
zxPc-p3WXP0^^AlOG>&sqo-gDi@c`HyL<+tsVLV{#mB50g&aj_x-9bVKENt4OIvX#p
z9nnODK3l!*&WBByyS;WCmdFV<M^evKUU;tbf?FeeDry$91>0J#8~VpJ2|?T$I36%`
z=$<^Y5}ueC@*+keRlam=Kt)jqo+RjWc~H6Ay2bI)4R&ip+66QW<~;GhM!ojRJgC!h
zv=KL(ZV1~O6lQ_~huxd%7G5M2iJHS(KvxByVH0dT)IQWDs4O=L!X4KE_erSWDk30&
zNx~w4vB&I<EpOk5!mWP92*WriV5P3R!C}|GNTiD=EXiuK*XkaD)0AfA?r8PgP|9!&
zL!m}k!+x;u(I7eb#OnrQK)ud(0^0BC;Ig|9#nz~QFxtQ*SRbL2RG?)vm-_GiSGU~W
z$3rFa3lop{WD(0!%Y=!Db4p8DK(CokBwryIBEubf6yvR=DJoS`1S(}vBbq?piN#b$
zYH1bnlCK+SptGHtcDlAYeN4cQO;^3{e7wTZ7%KZJQSJunb}7fR5EafwGWm_yYmN1u
zigAEjyef7{#<RTOk#xOcjx9EDA)R_wtVoexYL&b9`(KX);T^w;TOpn>#*OH)`I3W=
z>0-)C7*<5VB&K0RKo@$Mf^N_n^MyakEHUN}`3+emCTu@t(3{#G>3UW}QhNkO!4-GW
z$#!2sSl5usS4_|!we!QSd0AZTMKoMC6pr!2A?7D~-R<@!Aik#*edkDtM=Zco1}IC~
zVvggul&*pR@YmUpo%=}`w7^5s!%&S0Ed|w0kKg!^H;udA=^^JB9=;bvFUt{vVl3ux
z1BfC~<f#Et<CGvQ0GAN&bHNxnl!*C|$$%XSj7_fcKFZAB-e?9_>MIu)&M!Uj#B;?L
zUUP6Lasm<`rXP4@=s=p>0z??V8vZ3B3HN5P;66xfJg>kjUipeVJCGlq9Ne04Fis|1
zU0BYEwb-kO{T(_WPSq9MTHw|RU;5MO`M$T%ksXB+UOdzRwiM>LoTJ3Z;1M|=lw?86
z+=OB;6A$JRS`8nHVmEj!arq`esrLAc)yH?uli%xV<bOuTJ=UsJ3sEj<bZWg5$)IUu
z%)q<qkA9AA^@J<WI6O@M{4LXcjA!y92yY_-H6Y?l&_1z`G~YFeT*ImcccTQO+e8rr
z%D73)O>#$$cw=Ic_cI~}bn2}fQ6Co`G>KIY?-J3eC|Lo#sJN}dxTrUzx0yF(JWC82
z`vAGc1G*1Ii1P&-qe5sWpY(BSHE{SOEcnBX(~mb6IO0LhE^39>E6&>`$T%vioWqO5
zg)QhXY(npRwt%C6dUxXa0@3jT!(pu-etG%<CZWuL@q0pi&>=X4!9kM<XWYI5)F2ge
zj1c37Z7}%=M8G<_hK+}ThanA<r7I}Q#Io)^3w`G42RRGjYcEd+gGs<REMgi-NTZEd
zVX<KrT#X0QCPumnZ!@$kP@qesVx{FX#>y-f!JA1+NFL<iR>>(OaU#0v<J7))mxr7s
zR1_E%D%h9eLze)uELacK;T51eX@X;j4Z&jqWs-w-l?6ho;3)w1qI@85#lA3@lske9
zCjcNpR2Zb=EJOS-Gmat=KS<T`iSSL60Yc&g0!txDEqq0pO7H`cQ}K4@0S9V|C?S{$
zCyQm|_~f%Y`;l`SQo|wXVt-jM622t?P@I+$(8O_4GT6bE7M@a24p)dE1hbpZlf40a
zPY{?p-(q-50f>>OEuPEw<A*%lIJ0o}h|ahOzk2o-!XO1?Y(?&i0zwRh%@EX@a&OEN
zhQJny(`>3hteJ_G@KV%)AR%Idj`KXG);L^`sQ$ErpkoJU=;!r%#Zf>6TGw@I`C%29
z<K$<Z|2&6)rx4Eon{hZqv_)Ixux-R?6XT;0XXr!?9jM_f6N}B`0|2SuBM>N2avQ1+
z-%Jjys+=PYm35MGgi>(ZD`f=F5AJ`Q_j2nn`?;juw2z_IEA=11P}Asl+)*|Lz!pI@
zpcXJxv3rK9)DZF$$f#7Jp=HF$L8lxuTnu=MpwlF+sTM2VGV$~LD0ajSEWKcoHT++X
zOn<!ZX^U8v<f@5Ow4(5l$xaMH!2xs%#si5>#Y~<!8~I7hI1qst4>1&igZOABnhz+J
zlPWUh&OI?&s4H`(EAIpKQFJCM-Y9cMLRgWDJuL^-Rh(!MCYCKFGf}4=a}VdR*7iCB
z#hR*6s27*kAb91;3(_KbFPSj_I-n|qfrW*|%St9th!F^A@>KW%>_h61BJnuz68s&}
z*KVU-+jz%DJCq>g$4u-c18Fhj0Td#7fScKbM-)KJm+??w;OjQ91kxMPN*Dq$l2n=d
zI!xxSttKHlD@n7(;k_8n*!KhLl{5iia+U*;3)5Toh;@)aOF*7LcmY>3^yf0BxQ2Mc
zPLp8AGa!JBx7U<?(rY_%M2({cj;V1U=!8neHLLgFQN|qiMi?iVia{c|8$~)zO@XFF
z^2C1$M59oZk^%IhXF|X*BgO;x%ADR<<KPeFJb}u{102gL*!2h;4|~GDefE|^!@{2|
zPjUwYTM2?Fmy*;PEF7#9df}s*<comBWvr6Fqj)G7hzvU-_&dnMosZekDLduFF*|Ph
zOr~R%E_q87V^hCy>EY<os5D2EE7QaH4R^OV2=hvTT0(+DbBK~<kapNGnGj$VoEA9A
zSmUt-ya{LeJm1Tvt2Hg)5jTn9-#mNELxU+)C;;{qY2%i)5E)CREIACW51Cp~22W0T
ziQ;hcS1Zb9_L*Gom;}4Az0FQl;>{f(WZ!?N;)qSYudODwquV;KW3i&yoN$nk`(@M>
zFrrrLlH<`NE69yOgSaAf2JU5ibh^S95DZ2mRzCEAv7Z6};nq<47kNga=VBR3BEg;%
zAAm6_6}t$viKD9opEXu`J4P4Fu$HCbTJ9o|1Y&%$(+CidI)iVEWIG~E5)vpbGW3CD
zgS$xMgc|^rfFLwxk_k>sI)f?vi(i`hh$Yc2A!`5{zz)zgVOPsbhOb~gxzRLfWH>1!
zBV&0`WJ_84G8j?d6(=QTGOou`I{fr6OntJCQgz89z(_*emiY`bpjb#hAog8Bi$b0t
zxRlv&N@BrDM++z?D3*v39#4GfSh9(gB52)mRMXztxQ1J4tB%Xi#d*vbNuA@eyFnQp
z)o6Dp<HzLo2S&Li-mJ?R7Zn=84qxjkaqdvqx@o7B^*DR(Jh1$2$npA!<&r;1To}Ph
z*5*+DB9SuEOaud&Xv`tyQXqLrCRdh~TQPJ!#sZ5(GSI+`_<c5;td4Y7OM$t8yN|qc
z7RYv%kVXSZu{=myM1mYKNOa|;vD8>o5LHq!o*O+*D?IpDxE*DPpugBbpsYAaHeNJg
z?QvTp+DZ7vw4uMcYp=DZG}7qWPdKXU^AvE#fr<wRU#jqw{6PCXt84G0x*Uc4+`qbc
z=WJ}3RES#<h>i=IjXDNzm1jsujG=171(%dlhyjIF$3=`ECR{m%s8(Fn`1AR(<P1Rt
zr{5-un_DMxO_WBNUPvE6E=)+g(r><ztIUjQ&^IQQLY(j_`A+hR0m&T~KsCBCDRqX=
zFbkh<PCv4Ow@<QzS72jmD+vM)%7(!5czC43G3gKt$UIUbipmEhDaa6sHb}7tM8P7=
z&rH%3@JFMCY{{5=Ma{6WK=EU|U>cJ-^^~IyQQE#7Udo;g+>9hef_yP93~eb7)&04B
zImt1Nowybr{P^@E%Qi5zNEikWA@W*H#_w`Ffw-nzLxx01O4Fe9H8{k#7~K^v{H>es
zz9l$UC%MX0Up*QQNpLuM$TZ_AMbq7%@{jqmS%Xar;9NpP+O4D8;$2Set|SW&9SIkH
z^$(}#HvB-8q|Zo9dxBA-Ik6Tsb41K6BL{zld~l|y{Dw9tiNB=NHgV3J4XmnEIb}4;
zRmqSHI4Ok?%Y#@U&M!0?at<-41R<85%vZ|*QYO0+&q1oF4)jezP59&MM0WREcE@u9
z0SHe>3KI|mhxZmzg5)3wNKFZQ$RN-*o)zNrWTRNFDkeC*0c3#iA(U(qf9qI0dA%R$
z(<Qv^%3e(?jm1(fgqnd`Kr%dX#I9(9PLtb~hXgDG&Jw`DY1k~V08tBimsEO)F*MvB
zr|sPooIe|W_xki)8-o>35mu0Py8wCMRHQAwKt#TBjFczHP!$<bPX$G#RJaWoL0|E!
zkeDrBOp^L19^xl6Vy>^0Ugh`5S;1_Y_lEs+XnT2Y@KHNCsBMx;|4`Bg>|%Qi5hG$5
z<&gs1SenFQ?&om8IdahIU5fYX1VDE-nL`1Vx`yQ=0fAz$-v>K&*zU&60GUYdDFcOJ
zQQXM%j5J?j(tMEgK?$;C7(-}Rh+WKvKLX%RMmQOwwyn<g=>+_8=t^UCdxK3Q1feGG
zDZM}ZHzC=P6EfqO0ro9Oz!9k-$yn{+FU0x*n*rFNA;}f2GbV|h4LBrF%SkYMQWXRf
z#~pfWi_I(;0Ur)BKOFw_-<iJqXMbxKMdr2@U3}}IPC8>77@tsTl@bE*w<rz5Qi8PW
zPKi~RlXxQ$15mG~Uy&;B>(tyUoCikYQuy89pPn-oud}T}5f7{=l8G=Aw3;#zlx2aK
zP%^doI?384cFv|qS^c<3HO<T^%!2hsEQn^4`ekq;q(Oj#8SNI{b)~hxai5Ef@lW<U
zfeeza5i?n-g*_Hoc|m(0NBQo@9AJ51>*n|0J&_)*mq;mSU74#GgxFIB2#-BoI8gW_
zrANCIr0@wcy3K(^#+ZD?SAh=(g!u>Ag?LHuZhQ_VQ8+9pykOOB99%EswySo)+>KhJ
z`r)SS+$TSmLaN+BSer_{`WW7EF!HZI0U0WKiAHC)8u2PgQhEbW!mEgOM?0YA+4P3v
zPV^)HFo`JWDtJn&7I#l28{Yn_Q}aeFZx3Cw1$gcS9O<~*5T@9lY{C#wLdQd0vS^Tz
z7E%Np5F<cd61h{#7;{O?os211pUfGY@F>B=Wa<P^?FE^8kvmB^M^u0)5lM=ZVgD*&
z5)Z2Um+%M+rf85H5`YclJot^<q^4*REvP*rtYV@O9V}{%d|r(}6=(!)PCy^>G+t^<
z3v<1r=MX-w5lJizRBi&zLp*GsQiclADbOwxpJ+qJl@10Xhmu?tfH5LoB0chUKuBm|
z41N$XBG^VECx+CTw#jlEF)^k~J9UVLVCp9t(J82E#939R@pO_Vi4MkM!s%>jl28y^
z3*-)^`%&toVvs;aSfT8~E6gJTLx5bQMc@eq>VWxg{H<H=I>ic*-!A0L>Iw*vZ32Mj
zS&~Ls4knE^D)_EA9a^9Lcie?s2dJ?R55AFWJpAAPeEL(LXQz(tW5#XE1IEF~3xQUs
z0Et9!q<bY)4k%W;gEuN=xHLW;8Rh0bvI<)$Ppv|aQNlnIo>ih08}x|ukOu{uX<4-^
zUv36%Nz=Ajn4Jm7n*|LsWF?U#LEc&1-FBj^1bpf<U;?HYoZ}QH4e<sUn9MlD2!K=k
z3nIbkPH*r42$@OHu%nqtQ6NZmP_g3X`}Ti6eP>_uCa)kgDf(c7fDXjeOmrzMrbR$E
zU@t4_P_~Ma&bSQ`!XSZsWf)HKB0(_E@8|s6dnO)$>o&WMs>(@bHpHjB4zMU`un6S+
znAvuut^+g9m4*b>(Yo%^rjq(2KVazvLLI<oEOwZKAUNS6#y!FM#<JJ8P{>JZZm?%B
z>wBLk_r6HQ<!x;5k<)>@I>?-Zc=6YeV_R>nx8tLGZ4_koP|Vb)$te$_*W#Gj2*Hh<
z;2Wu5#<dUiO9TLqzWh^!RuOoXzAaiusc{{0699(RajAh@abx487sWAac<0HVQIZrg
zEQ$K}cYg3d#f@sXxnSj5uzhW-Za8QOvVmjaZNxFAhvY1tG410<x*=1rP8cq#4JUzQ
zuK^!~0GbUUh33OwgU%~Qdl2O=c-yqwBQJuz6d1x41%icL5oWR^@H2z8h!~jgK*W?a
zpICR?f)=#xN2n_~oDhs-7(YHXIn4a%E%S9aTJ=y!?I7KOFsW@0!AXhmAlFe0%xc2s
za5OlOWMbS1N~)$E%dbTk03GqJU}+?+srWEvYpSoN5I%?vZ5ju2>K#hGR63P{;WTC~
z;gBT*fj5&d1enxavY@o*3WbC)%p^tb@Da~30tbKJhjozo;kn>HJG6Z*{77c{gH=r`
z!FODvyqW+ot4nv391lsd-nbQL&}J3Oi5_59fh4#~kc{vZeIWKfR_Ea%L<|+Ko6W?u
zqIE3jz{tq4lF5s$i0cVIj_gH0ugst@p~Zwyp9C_Ho61xN`z594L*RiyQ>&U*76b|a
zxhta;ErUTM?Lz4R*-W^R+>o@14K+jd0$C2ajaZpX9hQ`=2MpMRoPG$LKHL%^6d0Ag
z4orfQ+u$FiiU6dwcT?3C*dObf0<~g>YhNC50&ZiVEIyzc-Ce>horJFs4Ug%C7_&+J
zXs5IkISYW>iWww=tZk&Uj@O0Gqfuo^U}u}YPje0Yfbs%cj3=c$WXk!eB6U@a5>cEW
zLoEi_TMGm%#7BYFRpbM&genfm8%J==j8q5!F=8=x2!u%w*Z%GFr<MiSWK;l~u*4ap
zd!aB7)|09LSi-YG6fU4SxR>2{x=m&ma0GpiI{_6P{yA@aUi){13;7c;#JY-JX~P2`
zNj`}?@O_jSDUc1^&a_9bB+vjTAjk)bNb+WQra7Hj8z2-c4#>?aRd}%tuu{0s0%|ct
zQR)hPVP<eAf{2+pIE0LJ7B@jXqZs8$Fbbo^g~T|VM^Y$9SRH(YjANQvK4BEBedTAM
zCqTez2#g|SK|?rgWQKmKkLv|2hhQMW!9`(kh+nZ4;eUMH5H|DyIw4>RT!unraH`)}
z!z>1{hGxl1%_XURKS!wFYatD7S{pf{U1roH8~Z>fNLY+4(1}cIZTY8PdjtWLCpdcQ
zyS3I=J(hg{5keifDgh$MX<`{n^`2pX{Y*sth+;cq6Ja@g+61Y?<Q=-`hIgz?KN$Y&
z^zIh2%0WPL_|;@>pa39dPm#zeeuT-;+xW8hl^MjolJ}qSV3vVUxdOMU(m--y_i>Q@
zgRNkjv%D!3x${Bx16x^u0)4Eo0%$@p9Xf`ZKwcmS(Urvc;BVQ=2tHh2Xb!ZjGnJ8-
z;Be<`iOih04^U)Yn4W)8nQasjLCt27Q3wuPKsev&5$;_n8bp@2cklrr?Epl&jX;w;
z0f=}cI@Ush(KACzqAsyOL>P5~`Gt(Llq(iXVR({FF>yd%ywy4ASu1=VLWqJl=oK8$
zh$8eKtc!jcYbhPD6V55ws*s}vagly#KxNvf@C~VTcn=ZdNGf?R{E)Es<>?kgVqn}R
zWulqDY)b0b%%GW<5U-dwbQ;n^@fFPD$}%H6$n8fg)4cXv;Q&*@s8SP!6cu>YUOYSn
z@{h1%4e>hGj<?T0$DO<%5yes%9@5h!;9(LXa{<q|y9Z;D6Ujm@+=ZV3Zvlp};?c}!
zV$Q<X|K;@j^EkdG%!xmdhL0gGNzViT9;J$yFrbD-p0x)U9~5H)5HORvjUcl!WXS+w
zzOqRlLnf-VqLOHWb-1;7QtBD4fT#t<k}yJVEm_E~hVnN-;+E>Ded*{BEjaFQqIroS
z;NEqORJ9huGjctGCzLjZE6fu0;6Lb^K1Q<yIY+<%Clx}3YAR?*S-wPkaT_Huq(xOS
z7A{#qI^+D}apqL<Egna26G>pA1QZzz*EAGXg`U$g0W@fU`DaQcqJRKc!()0kirr+w
zKmG3X+$s=+P!mIurnXQYem4w8;RrJ4Sz0MJKV`~kV(|>BXw$Bc3!yxa7%VeBWzJog
zv1)l69_Aw|WlR_*1AC)WmDR57f1F5zrdUM;7V8PK7{o)e0;td%;NS_%<6V<(nbwKC
zD9pnO1H!=J_d^nv3J74s6O1=O2@vqZaFg<Vios}+D2lc-VpSkEa3m!q`J+LmKA*{i
zub#YRe#QJV5Ca&L5U=`6#9M(<l4cRaR$dW8#6tvS8<s;nsS%<#pejXzz~r!TVhRau
z1(K4Lf+5BiSqAy?0Gf~<){5&Vx(YKEV+o?vtdi=d`DM6LVg_K8S_19xhl>YaUQ()E
z+^Bc!J=5l^5+d^WsD2A+V5*PD6u^IgTjC^$Z(ApJp2#;ND;gMtbk=QVrLs;;m{J0E
zA5M7tA5TxO0Bq4n^3q}N`L=Lisv;osukbkp4*Zg%PM$gFT?2Q%USbJ=Th-D`w6(x~
zaNCPqDZ0R*mF`0`<0VBNAaNx~6^S>;pwe@}dt_@{7{VNb43%4)Z<$`mF$i<XWe0PF
zcl_$qqc0;ia2>*mR>+2geL9BQhp&)?mfLM}<}SQYv_LM6auK-;XF3=f62uP*5==4=
z2Z7co3fpP7=1*5UuLO>&>q5(T?UnR|j~4VPv4VsXh(wV=yUY=jD2E;bL0(oxlca;t
ziugw$P~a)nFXK(j*eF<D5?EHTE4i;+^+Mi&ltIQ3lt&K8Q6a31v{dBXSG5yXhP@yX
z{1vi*oIfx42z5}g)Pz7R3<<fb_j2fgvLI)K4+JKQ2Li>SQ_3&{L;y0Yg3M4LasoYp
zv`Th<nZi&#_G?(!L8%~Y+JJeY91<$_bx8=ylf}jc&04$3iO|aV-lU!d-YEWIk4|fq
zeP*hkp?jijXzU0!;nl|+lq*B_9J6j)%j9E(zaU-xgPl&#F;~EZs8HcXDJw212FwyL
z=V&<wlbH6mvF9q{*Vr>1h@L7%Taq2C7_TgS-pde}G~3Dvn(HfzpFp299}-tOev(g8
z$?mus1O{<;nCXOU+cg_(U-MM2Oj_ZZj>6k>os|%FP-f76oQ<%d;0n?n&clj>4WSTi
z_ZM4Y>aqL`9bK%w(GU%$GI?`cV&gb@cZf~d7(ALFhl`@VE{T!YTJ5!fqg=b!IORy&
zA6sl#?KD)M<|8_?30Dt$qPeY8Z<5kR6^!k6u+iHLU#drO5c4)F$&VBY`3x=QZPo$E
zLbbRM2HG+x>i}<tL<q=9*`yNWSf|*9NPX}|`0AIYPQE>kMiJ=`;Vi<<0`L-OXI9W+
zr2h(k;PE4ogJ~6ap_5@WG^%PuA&0n2X(fuLA|QYvV;k(VrZ``~&BQ{XixDV@Vd-du
zHWCFQ<$t(AoO|9kfH_PMSsUt5Ho$BwdLaS8$e1^C-Zk-gny{_`?@2FWt{DSR7zMA`
zJ?0JSK+23kpj|NxfD00VaEP|PXrOqXQKksEq<J%+cltjb28r1OZ=7le7LsL!!hw~*
zAo9n=Z3xbiC1eS-1SWA^;(6p@;liW{oiAD=Lj%DjD@%=m;2l>+Cx8O~D>=Dx$i|Hz
z@Ki2Z5Ea~mVnt@-ki{pGA8Vs*Z9I>k1RTK#1h+6bEYAt=8j1k(8C8PbqFFV;Kp|G<
z4(>8|AOVB4!oKEN%)<l&&6~CHd0;v`2I-qeP;mjehw~b>DMu$d2<3vR!DPUGChi5q
zQ)WJQvBL;*;07)!YL{q$1uk0_&<3NWmVkoh@G{{8R+kyZtkWbj7a&!r7B15^Fg$$d
zUl>mDOsYr-63{IoW(dnf6Z22@*k?aa1u8rDEqwZaWJ@cZM;+4+w1l;4`x)d?5n*ZP
z7Dg0}=?b%DsZt8c`YBUMCEyw!jpT%Z{p<)hlPA|Cbn4aG#z6A8(+)ZZH`y)!h5D+b
z44blXPHZ=-O>%NwA6u_b<ABtt&y%ph&@rf~gvI(;-oEA?iD*}tYHh#47L{cQKdJtU
zw7i>nr3JBDPVVP?64QZs23T%U?r=~H#Em<dFqp`cWDoqD74ZH?fD<%mA`i0<tO{x2
zN))~`$xQT>ibUZ*{6$Lc{>5$6cYGdqEWu9YWif%+jof7fV;#rH#!|P867A}93nAaO
zj7(9C>o-vxk!2Fi0hf&KDLaIV7H6*tvjGNqCq$0RK}-)RtBjl+o2)JpS^J|P5xiw$
z1^fka!V=O{R>3%o(D|pX`ou-*f3?<C-^&UkIp0?e9WnPHI7g?`)Gs%b4y}DGg9SuI
z%3Y?svPahUb|6B}#MqHK;7r&Mx}uYN;Rb1|$QNfB+p;+3`pi7a6gf#2g`@#5a`FaG
z5mYNjDNqwx3iy^$#^k}*YHlygu%Af@&h9-a+9Hf<#U&T*vjJjK7<#2s?_K3X?{dA$
zht;<3sGAv811t(a%QcMX!o(JR+SYvexs^XEb;Me89sn8w;EPa-Hi<$_lH53<d45cY
z4uHDlu>btjPVP+0VZVU{G&%uwBD_?@7o;oMu}5yw)6@yEgC%Vat34e+y*j(W)yLu}
z*r8+Lb6=nOVEF6*&-4zNNpzG{YG@w9=8rKeW5G-_f(NJoVqi#J;U|=r<?NBpuIx@R
zkh+aVgG@&1Xn*DRc4|(EP@h%M%Ki|G_J6!QPR~`QDnO1)^h#ag&n{VF46Eq=^k7n)
zTCU4t{PyT6^UDsNvloi@2XDt_GGB+nR8haem)35+=iLjIZ2v4$!k$7TAU*M$Mt6~6
zz@LQGp!e=ZN!g5VK=Mz22~G1^WA`dJRlWmsJ=P5l3L$dfl%ic|L0rZ}A;oY&4P1es
z8G@zEy?UaYW;_q1zT#m9yCt1}3(a=3x@kP|3>l%(7+hzhoq$~Kk0>Q-OX)4eI0>2e
z6Wnuus>3G2OpM@kJv{hHASCmKOoc2I@3YJjbga_PagCvx0e{Q~Z^l`!L|9}8@n$W7
zLZS$M_S_*}xRwN8=alf_5{sUaYgvgjMB=pX!E%$#e?TM!E#m<-{Qzs>njol(@N!aK
z8(>ID@n<tc`Tl60KCxx|LZn6!UQ#}^I)#z}R>&XAV8jZzU~t{wYGHZk0r#lD7TLVo
zl&6^R81~&CZ&L95C#G(`_pMK7#rck+6k5c^As4$e<sRZ>vAaD_R-p8d36w}#tVJ8O
zm5&odd5$0Xm7UnzOB3J^v!ZNrtXqpA3YvhF(4tVeIn1@AkSRs?I0uHN6|zA@(_eYQ
z^Lba5{~JHCOLO;!|M+zs^TLA2@@EGpaM(Gx88D$@(1AjIz#2(>Tq`(eNsB_r;i-e-
z5nm#65WNz0CRhN=(%af@r=teRbEaa&tkgXzHnI;*r{1MPb|jClm}!X77yvsc;r__P
zj!{UKlyI1q)xqol3Y!`R1mn3u$XJ~X<;uX*2n0oc!LJGCvu-)q!5Px5nl{bN2DObg
zz3jG0_ymK@9(3EA*_7o1apjiVj-~2U%gd)ZCVt0m0_Oyt;c2DvxxG)M6~J9&?}D&Z
z{y>I@b}2|9XlF0J(WDSMK}+#GF-@|jm4bxhM_aP3GE4U${-9>Og|Vqxa51{YgTztv
zR{nKmAJ_=73%tj|A%BH*_x)g_r|RShRbQ!BuT-zO#3y-T_Th`zUvjxN-QyvIF3Flu
zj+F5B9^816LDwKPD$;b><*7nDtr|5Bx<jfx2%rD@)V&8qExY#>uDp91VE)mtO48C(
zOd{AEGs_3s=?{{W=qj>XjxyL3q6GBeLx*u>JZZau^G!%jtHu*_nl3s?`ueNWcRquR
zlr{u&aU%c>%)mZfB?6+eq^*e5U{LA~mInX4^c>zsE+|8iJGFr~LFBXHw{q-y7<spV
zyi5<eiGU{`h!^4Y!X8A4qaqcd5nH1$?bYB_?F~-6S!c{Dr*EEf|0rtL3f3rkXuMpK
zXOfzmR*XXEvmO3lKQi_3gI%kI*c0qjk;{(Ho8#F9Hhpha*IVHq{2F^bH66{-E-QVA
zF2l`OyGS_SWz86qq&Nlom;e>A3jj8@5<-lTB|7~$dzI$5*>uorsqeP2vfJx~|KbF7
zRina4mli2$(A%aQanwN-qE+`=@SIi1QG%d`ZS~^3n0KaurGvAz?`pNCQ;81)v{e|@
z-BgYWA@hE6%4^N~k<<`1hQIx{RaHm!-hd9Yc^%(4X0tZ`fM+yt2n(CjvUo5^&4EV_
z43;QE#+bq1lOzLQmtN<CTJ46Y*VI==*s%ZwDp0B%z{gxAN<{NkZ>8C&VIWZE4WkT^
zoC+pU6TT(4VU~mt{O4xwXx9^Nbilace==EFKj$HpdmY)GSeJ9i+>QxgR;BCe@2z0x
z+1c?uU!PCencSsArw0@2-QAR|cSBiiw>ap=Nk|;y4ay@~JwL2S3g>lGfxNL=07^+~
z=VeppGDL<Q(_?pI4z*}SLU#BS-QLz#^ZEDpRC!3WqZbMtx~*GH%x{_3?6jfI0HO`1
zMM|N`<=(=dfdqp{iQb{NF}`uMU}ULQ3^5{tcPIqRE$}JeYtQ*{8zw&g%r2Teb;=1U
z<*nd_B3Uq!Q|Lp&E3~G{T24;EL)fR<`ek{Y@}X)UsGLKYO8D3>Ou4Nq7e@65NDti0
z=;Zu-lZQs6!#jSCqk;Yt5P@)>@*sf2QZ<&fxQ7f}7F)!UAhM-nsSy#CWBL^%7Wu`s
zmxLnkkd~;qsj7)_(L}39pkD@}(v`-Ty|iexjD1mbN4H(15=MJef+fssQJ*LwK!naD
zKp-o$gRBX36=}Pw?SQ1fr$nv?(jL?g)PzPr=|n5XGBlgw#>;iK9>XsbnIyzFG?uwo
zj)nij>(ht&qe4vHuB7zFD~<OX+F`2!z|o90gqV~W;e0M??|6a>JeNjQJ&Bh{aIqbS
zEp>w)khB{9_Unk!L?`$vt%r^y&5czS-_Z$_tNa&uw$Lv7P$8%;WP5~FL5NnlSI|)b
zIfNxE<I2_FsgJC>>X~e|uhkJK;k*BDWQD5}I@-I5avql;73CDe09IpS(Yrn5{CUb)
zw5k3Niml2JakLf5Pt$f$d5HVy*-8`7kL^2j>R9nd$#@;N_7u1u3lzH&jE@0;NZL`D
zfn{-*lidX82#Y6$S$N>*IUehO`PHdA!%w|2^*)naKYQOUg3Imbd;4UK62(>(9AR`w
zEg&V1T<vCKs8lqNS0BSq!4I^pqTTYbvkIIRgX5ivP--bgIhYG4EwqzMI>8s7S)h2$
zsqm}so1S~Zw)+v~k=-t^q6m?)nWg3VbM6GOC72JtDPa_>E%K(h1WS4sLU{0=o9}&h
zBrSjapWb}OGQ^7tVP#OXF5Q#&VidA*TlfbLKIsLlnu=zS)up;nN(mK_>y$FGIk?E<
zq~#RCJAUKlyN+_i*lV1(Ky}%=k*#3RCJHgC(^C%yf3H2?dM*6!z3;szeEoYj-_z$C
zzi~L&Yk`n=#Hni|peWi2^0Hk_yMh*Lt{`uPXM#ZQ)LU}a3;&XC%<k*%bx~kEYQwPF
z`_#(_(1i=Xd9$mO-(VK7z_4Qg(#kXOD~#MDW<`#x#pi{mlvASs6uA&qsZ9$ke-Z%~
zf>2|QvgIZA=`LO{sfS(gvGBV;K6P*S8~^m?+ZRdD=1>}hn3C&IxfU|f$wrti00T(J
z9HoTb<?~Up9pB9vBYP16jZeB5e)=oZ_uS7^XhFRFd|8#dWIj`VI6U}gH-9h;7H+*a
z{GG2%zc>7!?tSk8t;F4&WQpkWGpY4Z=Bq0J*L87MH;aCHhYsiH%1ZZTe$|lOX%%#$
zwev;idhQ*(*|(%MvzGMB;d&)rHG8R@djD!~)=caHqC(buW%|S6t>5O9w9kKi>h6P@
ztUXP!)FLQ^5F`;tg2S$gh%>-gDZq}xv9=kH*s!w5<P>n}9L@k6&Vu=DLS4Rfc9*2+
z3yHT+vb<!-;?F}00T@Y=R4j<B0)z87)Z{}Wtd!7%Cs-W(BjctW!AbJN@he~}VAI*w
z1-3KD0gWF={)K&M`%Bvd=(`aVj{I48XX29y<i_c6c1!E>sVX%|7p3DaE4p7*QR=EA
zoU|vgRW{60pD@l$sqiotF1KZsYY!C|T?cc0%vC^0PTB;;J!#UknNv0pZZD_+_%LD8
z!rOl?vM)zXVsNg_n>lJkG7`r+b5aQq$PPSXw$)%S`*PB}nZ`ZWzEba)i4`0(sS$qg
zH>V#?f;ED4ICK?2A#w(4GHY)FMuB8xniGn{CPYRhU0XY?hec#r*l6;%-sce&woG{Y
zm!|?-fX^isfK3Vp-yl+DFGa4<B+V+%PUuZLBo+5cnxG=t@T*UZBUEfe17?zjP`?la
zSv}xY!7{m><^II6X!sPRi<6P0x&%Y)IPshestVsjG+OjTY6~MGB+DMt5wzB7%V>vC
zBhuUg-K!`MguP$WmmC?U4{thvf}C2+tG#UBC4VBwx|qUT#}P=QYB+p|GXXOLix%_u
zF{c7LW|`vAYO#sYiurYif7ooV_GDjd;)gLo9hdzda9N)iot3JQKLxLf%$*&KRh;44
z??oI7kMsn5mxSs28ql;x6!{84UV94tw;L1cIL+rV_pnDS69pmQLgp%vNAz6b8)C%(
zU6crEf5er*Q%a<=Qa~gzkfKPgoPy(+k4Xmy-fSJa{TvVv7d}uBvs#Hwqe#$#MNs<y
z34%-|4Tg~*Alv>D91tPH9mfISgprkzLU0C;9%^R7IF#_gO=PWT!v&k)l0r0U=ADJm
zeH<%f{jdniTURubc~j6#Thwq{5a<J3F-a;U2$*8K0S@(w@E#e#q#a=TA}bY&O)kuW
zhq$q_bM||-Mrz4g6<-v`ncvi-#E~{9MIC`2)Dix}Vj;80%2uuqk{fTT<pWW)o(^DM
z=l~gjC9^FoukE0g1HsMXhewjx*|1C&hpzBlSEHjiIHkaZ!(CMeo4xB4nY9%@@}svr
zXeZg7Hu|L&jKVQWKbQHU>}e$j!{^8(i$gPoD($1KjY=X%&T=1lAd27+Wa1L@RR~kx
znYwpv2{&%!LPLlyHJK9%*=<&>i`0%aWrFr^k;I2JnUVAyu4RUPN4X%@@GiPxnV5@Z
zuZg&>1t&iL_QG`;V;?n)ewHO*0x+@I_Yp-xWjMjUvILn1;zl^?G<EDBCcKKjETeM(
z9$>xACQ}}@vapnyST^J7xM6iaK|pk+6L6NJ{3c{M>dX%FG$Na8rjl4Y6ZX#TiEXL7
z!{CXjdu|&ts20MH{Or_yx5*{xW{}g3|J_eb-yOd9+fyHia5MC^rwC0w32w%01tcp4
zEjn<Rt;xh9NLo>-6SKuqD#^0vDozrW2#1a24+L)z7L;tuhFf2nT6}x$^JTU#>Z~SW
z%b*IjN4iaZ6TPXVSdwE$>MFp41sZce6v9{k?$limZg+IxmcouY63kSpSC7w}y&#WH
zEv)9D5jzz!0fHtN2C^HKR7e)Bw&*D2wU>WpR;L*{tuE(ZRQ^u~)<~Iqrh?Jt^M*lI
z+niSDozmSo%11k7!g(q<{s1d;fg<H3h;Qqm@Q(j_>VtiyNIB=CZeFj#fwrNL0j~Bq
zj7qOD?>=xt9_|=}J3qOVbG~c`s^dlK5HDEoRJS%{UUzvif{a8CI3dD}?;+cp?^i#;
zOD$O9Dy!DyIV3H(-c%B>z4pSwGe@6Tcv_fBN6}C6hfRtqP_RVBt+a(5(@&m_J)#O{
zmFnlDP8q4gNozirdcH>R#?r}Dc$jJ8K*%BXqUZFvQ#W8ZXLBy<AQN9nXV^g<9Azgg
zh&>Q}e6pl8;M#g!0SFl1m12j}nInQIkpzrj4<p!<XWwqv^C!PMedqHLCc!qupTwRC
zbeb|_?2nz?`a?sglppRUHXy3JnB^>zWju1*n0Ad|&xsiJ$V*5biL|DF6m`QN0xWI-
za~%WE<)3>0S1EkDJMe$0+n<ZNO)i2`_{@2Wm0;aP<J#ZQOLfKqdQB=3i)!SqF(ieV
z;zBy_n3vEwtllvVxXfIWuY>QB1xM%M`_iIotCH$e$X9^MLj@`&S37UyW|S*TvnLpX
z9w7LwboZ?D9nP8hi+IA+lstU1@O(8oR!bg5X~gsYe|z^9W7mD12fP^%6+49+xsEKw
zwVgxR4t3$3)P?kQM2;j{yoocEY)7&)91h8m$Qf#Qk!08yt8JPGw}=B2K0xgN4gA(3
zMQo?(OWdMQeJD^ENFN)ZZh^e?0=0e#+M?<2TmOCLvd@U5+{%9Gu|^gT&z!yY|FYJ%
zzV)s3KXq*Q#(&&)&$GwZP(y!%Bo@28VGD+o>W(fbHtO09S(IxrY_{1s*VxL3>Yw!u
z0?iRY6)No1g$vApFJC*<t5|SZnXAc1BO<yT%5Q6vUY+`U_vrQ2HT+W#Shq4aAG9NN
z-CQ&CfEbBY)gvsX^}QR8_qkqv`@YqV;#4PfCFgkPq~E139qJY3Mt*&>IqD5ZquOru
zk$eF}W_Z?bb%(sg;?22plVZai!~gmHi3iHleJ<r(K|Y0>&2xZsp+>URphjiK-cs<T
zwE)nFoJu8D)ln8`OmZ=xQKB%AarF)%BVw?_j63%SH6F;n=8&981h?Bh#4}1}tQRzm
z{55aMm6^*J-D)|xmVml{_*)a(?%N)X?X9ir+h}~3gjw1QsEbQWh&0Q(o&F?T=mvdG
zJ5}v!cl;bZO1t0TbKjo$(DnnjZPHh2*c1OWhrh}m8-KjCy(!AczRii*YAA6oY%6#c
z@(P6l#z#DuqK4S?6xZ78=~9E)7RvTRJJ6&{Zbkjn*7Nnb%j+Yn8_e*<Z%^E_JwnGj
z8C)h_Eq8=YA|=?Yj0`6(U+fKc2a6`{B3dHvNok|<nAqvuE%WX^xeLD^h}yH#Po9}R
zI@oVPL`^lAS-x=nRji`y!%axzYAnMi2A^9#Hy|yzPEsD#)ZiEihbjQ)!lq5ZS=-&8
zW~BT_^Wk@^^Q04VK0dkqHzKoO>rha@aaBcC@kff$#Z=iDU5;NZp%ja#D`iKC^{SdX
z1-}_<o2z&8`wvD_-;U%-r4wPN>Q*6z&x=-z%?|x1<7ARc?uX1yo|MR5frn@gC>M8{
z_p~`mtC+_&v_Y78C-U^X;?5WO;~Epn0XK8VLXas>tc$P2RU=FDUO4R<5;bND@Z0g>
z@=$2`j7JK4f%V>?>}v%!DdOQ)2t{$6mU)hoF|69d1Y=9o(NwiQ+}$+-zy%7`!jA5j
z=2YPiiqNITi1U4;LZQ)fq)NzoEY>|K8GLX0Yig2L1vP6AB7c;&CqXWuO?<zUERm64
z@9UB^ph*L}FUcWw>u19?SWFVDPzC-@jN=QpxQ3)8WktF;2t!<GEFHhERc`4PJerS`
z#u~KX8!WO_K}cp&TEI`e9f~APYAneju~O@+hzsa5BMkW7{swEE52DQW+|mgeBH@JU
z<T=!f|CIJbJxBGk@fmD(+da2|HnxT{Tc~-oTA#BW)l&r=%D?MNlnyne=d{Ry42uad
zX#u%Uml!=nfCuWLY?^#{mBTYArl-H6YO+TMUqxm)(m4~~x1uU<5l}(1_K}?%6k0@?
zpx<QsSH&5G-1IUjUKasN#5dJmsJ1VWz{uBOu9GSxsTV(^NfT42F?5vX!LbBU_62T{
zgwbur8oLZdkhuz$2BdnMA>E92?H#`IZzms~SAH+|>^U>uLftYjX3t_pKt%V~h^T0I
z%{m9ouu?f>5?qE_jv&rXk}nu5&vTu9yTJ6+KYckZfRy&(HYpTS;@2L=Gl$G#WU3}B
z9g~z4*>*932By1A793M$5svjZXjiGHnS(e9Ol@zwR$^AdHCORCczuR8y#cEEhjvon
zC2a4hV_Y{~h1{Q5Wqi!`=UFs$-1RxXR;lx3aJsa&sW51UTk^MRsXU)Wjj&JI)+h}N
z&X`iUaty8eqS2iC_QbyJS@?J2^XUK8p`>}FDbTaSf*>Z3j@q!$SGsVO&g582!)L;5
zN}j_gtW{L7J+$@)srP^?YF}DDC(Fjsac6O2mAdF08Yg(~m=_dz&tG32zVg!K!!MQv
z&VFPV-C3+?O67q8vIa$GyibsxqmjkfGOMxY;ejmRXj$W<60JpK-Mh2>2U>UWFUQ8$
z75M#Bn8$dhaE$nYrHozzZ@S?cX2%SP27ONTy{QV-W(^vY{^Rf8cZ-X#Hfc(r7Lu<f
zxqhpQ*owBMoN&w`=+s|C`wqSJMGR4r_HJ1Hr-GBmWBEp-wc$ySRa|-$-Q0CTr~Yv5
zd#qjL#nEtC2+3Mk+cUxx@EWrev`zoB;Tm>36xvLmdbNyPh-4Ep*6@AbBOh-YA@D-D
zmWDA_->4(8dru1ozgKI#SU)b!&B`9fdlbHiJ}lBx3z`@2%08%P-YI-Bveju+BkAg<
zIRUHHWC}Z>Fl(#okEvu5oyu%`FFp9v<)@}RO?l$wte_U1)@g#Nl6;Y)O=z3qMLpfx
zC}K8^Gc(Eiq;fX9m9>w&z#^2}Dcv?h#U>Q+U>xDT{_<A_um<R!jOoEqA&OJm+3qW*
zhvA8)o>z<WX_kkBWJSBTn(1NlY@J8brDM?O-LSHEVtclT4Lo0BgET&tS+0T9%125s
zTRGj9tsj=v&?Gico5cxw(%$n4)prc8U79<;{OUk4$Bu+*jm<`pb&<jgA1EQ?SoB(K
z*T)eI`19?ze~g_kjo2A{ZdF&gy`Y>b&IX1+i980!R`My9Jo%2O>#g+2zWE?U*<ejS
zG5IM{nzJ*<PEH>^_SCW2spHebAOB}(Ns#7593@pGyesF*l%$%L<H*IT`p4yL&on_1
zVCAIqx}174>w){_==*D8{A%$_X%H^=7bD3J#Jv>QXObdX7cf+*O52W}UUMB01gFnE
z<k%I{<pK8}7{2jmle>n4-@EIt|7NMc@@rXYRj(y@PZvf1#IJEgv90R8;gOuqSRDhi
zzXKQQ0n^$Cvgu9wk*B9-pExy}D!aypIWS3Cs8I(km{?xQG`Ln44RpkhKpJL?PZ^cP
zSz9#WE}d=#32}^5AEmXJKa6(Az6?-BZBgZP%a%V1C9=AaqE+5PRkYNUw3SXea%t}R
zQ>SMKHy2gybt#q}k+SKR#Jes{9*&~IpkG4?&kc?&EneO!VH3XhQdr!&kvcH*+6S(q
z!*|`d8hTju15PRl`z|w>mQqoPL_y6WS85j>Ndu6s{&tp)72qb%L<TOH5d=qR9E&3#
z2V$p_l$DsEr#BOeOQqas{CwD<=mMh8DMAgOb#3{ROVNB@4_AL3$=_tDA+aM6Rt%JK
zX&)qlU#q()`EkyEd};X2Z%KRn$O%lVl)A|ZMje=qWuy65+_%-k9%6{oblbn6ChS8b
zgd&f`yufbi{^}p>;dp#^2T!r|iT^iGVJ__DVm{!m<Tq_n5hTB04+HDX_@`1k+6GoR
zJ0(^bGh)sX5d;Hs!@a3EzGG8u$Up&B5*$@55GpEdr57#KF*9h9831DCwz8|(Vb0n%
zDgN2_NVUwXLItbq#)`~MxAIP@n*;nxXY4Z3<&E!{&HH7Qbspys`^zS&kEU2A6<KZy
zzsKwMWJcsSvbB;Z8Flauo9MuUb{^U8PV`mD9S?xX%t?Fgo{xd4c+6|=Axxca3+hY;
zJ^7}sZAtDJE#;_m>KQ5IS8#w?&F7YfzxyrqtF<y~PO&kjPC_tyi8s}d26|1)Qy4zA
zrhqE)I^kiYl(+yNlcy7a@(cWlplPf~>i^H_&uLCCHfv)Cat<tq`HK=SK7vQh;fSz^
zIc0!C0ZQ_4yacj7rd5ZQ+6gLzlCe3xeL6FDWpQqBeEDUm$aXx{g;Bz(`maE``4(o3
zl!FliG~q6$EnQXWm6Cj~3QzSpVDeaP;E-YL+vh0~iG{&)Y{AO;b_(R^!AO4710oNW
zeo8<+0f>c22J9)Y94Nn7AkH(<ppU7QXH})%Q&W@XD7^>UcVN)Ts&8uewPL{bKO(iU
z@8G4qd)KJi;dlOga{DsYx}F4gQ?EMEf#v3-@(&_QZLC`(u&hU|1_pkkZo@RRc?c~#
zcFyLJ<7b~39G#k-8k|0JYIgd_?6FfPtC8iEB$4XH#pRVpTKg_>M3^(!V^k)ezQtbo
z7<3WC%=3g=^ZdOhf8q-x{5DtvaOuFrXTk4j#|5=>wlM>_rg%~ZIhl#@d1f|H-*e-{
z(Y7Fqx7M#IZp6X%gTWK)3c9jr2LH)szi+PWuAw*N!?TwscU%tmY_EK68vSUT7U}^M
z<5zG(ZCMGx@(SqYeyWd-LISHA3g|uX0lK|*wfTkg>&OKUW~PUyFHi1t45uJ7B&6^m
z%Sy%rZQ(1ihD7ga;gbfWjHI0tO-t}b3H^}q1eOI_#Rb_%y({Oc&Whg8DJ|`ee}Z!U
z@C$eCx#B4sw6h8Fs(yfJp<F$nLj8f84O?#hoO>hau*f~NS~#J`7MGkmG=9ldkC`r%
zfM=!`Cy}ob)$s0YI&39yV<ReJG}iJ3^2f<11I~p_(|NBxy~Pzh<e4_aa~C-s*#wSc
zZ5yTk{qWbmGx6RvY*hVjHTUbX8Q^RhrKBHDFrKwtcVdk(7hsg&I=3r&3=xhcYy{_>
z-H3SU{*5;?{LptM?jDA9{9-ypCBo654Pgg><svL%o6=MVXLV=)hu5+Hldr30&};3C
z(n)i?ndXJzEB|V8*YhGq!;8=J5RE8Z`*I+Py)8RwTHsywGZj_d@;B++$o2Bi5x@4H
zb8$GgF!}IV4T8F@&?2`?)mj%K{DwJZo7e0J`zF>xh%1#y(<ye+z4yNQLb#6IpR=Qo
zd*~?(jXOzjmD9}_Symvm_^h5UGasz7Nedrh;JhV1at(xEEEIx#o#LHYlM589y>_Si
zyvVk>`N*T&i+S_%*81&IG6+w5cUuE7im71GykKj0%g3}cPsIavZN`D$NLr5>)^o>W
z_>gv<@)o#-XwVR@y|3?yp`!xYm@D4AyqAAG`H`ow{1R}fC`J^AgLhqm>(=JWcqopm
z<elYC`PK-q&{{05(NQ(p`IF(?4<_D!&zXf%GmTnWCdOhv!Z5#-+)iHUA+g~a(Y&)l
zE^Csy(d^=SA6vUbB;iQ0{`0=Y_5NaV=Y<5UycY*A@NIpum@wo|;#kZ%`jzX6mek@3
zvBP${88?z+n-D{C4Pl`$dA&hy$6F5yomV58)$o@*3$JPI+m+RYi=`6S;nQ$V_G?xo
z^B0Iiw#uZjzU8k{gT#0-A=nN1_1@LGAb>m4zf3fc7K<f3SbF{N;8dh!_YeQ(U6T*#
z(gpv*6zEA~#V>f0lwZohB^1pnGomHjNhp_o3jV5&a+6C*-6dZk&kaoXSM43#!_MK~
zaues1E|CREx*#f(+(X!Wz8HAJbs6W}1TRT*V9nWbNjrEii2wwjN<t)y6wFvwimXC`
ziF0aVOB!AHG^*MKlZx>9wO!B2*z;^yJWf_Bhny1*)|f#XNtW63GRug?b~eH%SFJGF
ztrYj6>RHcBS;P-IF))hsplOSfuQQF5(mXAkVJ>T9N@I9%F$PaNt^$uJVB=0q_(d*T
zVS1vWc%s#XA{*wT9v#I~AtqkAA<!HVBvA~ebqR@CeQ@{SIh)+BONDN69~IiQB6vQ$
zA}wdxRe;r$HJ#Y7wKLh!hhX@7-<rI;4tRbBa~Z7xz!Xx$+KlNjhJ3CCvL>BHw5ggj
zF6@3VrOgu}GbJn%tL6nt=yE7#_|`mT2_4=}LmDF0^l-x8B`uh(l!|9lpZtq`XCe1-
z<jEGTE_|h8>7^a5`n5Xuq>iag(DoE%XV?-YXKt<t?IT|ThN|z&zPIfAV!O-#Nmhek
zQkT+cF<}skMXkpk3&+J->KQgmHm`W7F{!=#oL^Bm-0qX2IK?Tsl?_D7eb+3EMU+=4
z2x}?i5Q6q?cBLWTLD88mmQN_1iN0M|n&+&>^KR|(rT{*dZ;Eb8(81FCo4_aQyJ;zZ
z=6z_A$GG*1dpk0qpQ0;Ns%ddTmzFeczNqCy1DkBv#l@R6{mmD5G9bX=w)dJ|E(~|F
z$WU+qK_)9ek4uxLrNZdQk(@gr$<K<_DO6n^Dd{}8nUROy#)8WZ_a9wYxH_}2@baF~
ze+<s-8=;2b;=3n5eje(>`l6*JpX>Ax7Ypv==pgjOxeO%Q#ow-f%zFS@uz&8~N<+8z
zBd(e06UTO)I{V!8nc4KGe|VLThypz4pjJrCxU5|(!31a*R|4v%bq!+^E{MmeD+P|x
zSqLfj_b<e|3{D)K862G+oSr%}bs~>G|M={guBtaOqJsbb@UKq3x6EOxP7#G-3rBiD
zWSvZhqa;0nk3h3dJ)g5I`48}4$YN4Mj51HQ`o?2mpZ9$mkl%PO4fy|~gH*nx939Gr
z^;r^LIuiagg8>#f@*Yyyn<BeW9!<-5H*8Ww`c;fv<H9F$Q6j1me#T_#!%Jx5`}58G
zsCx!6J)<NQIyw%o0pcG`-Sz%OHlB-)z$UUT{DFG}GLpMM#`$UKi^LGQHoRC}Q}?Ex
zlJrORG+|pG!e>HqI>{murDT*k?|ttd2=4(g*Ais$KvH^$J$EdLRg;^fGGJW!5duYU
z26Be>kVgiKMazk%@eIg$)wO+0)AeW2qGtmGI$G+r0KPUn^^<pfWHm=j`3{^&R1fJu
z<yktWL#i=)ChtLUMwNERSfZ?o+&9h0jA)|>Drg@1&wV7GCj|g2txEfRN1}FxqHQ4#
zKm7g4Uwa|NOui)NQrUnaeme?lWu`Cy0vAiJGK&HdL{%zRb1rF}LQ@fcvX8k3p1HSb
z_U|43zWSz%t{~A{=XPLKfz&)G{9Uw_aTRq|r=_&r77NR?lIKV-nsT5g$CX6e6_RCd
ze_<Xu^_9;0T>;*HOqv_Hi7jG{;lH3ITg6h6#R97Ex-xrp+KhS*b>0@89qy?sCt>;p
zs7QJxqU_CBfxhg%GWnOI!Cjx?YVfo^xx;VVHMu?K>QN;~XBClvj`Ac{s@Zd?tT@;w
z564+2c^(;0KxIBQT3q3y?Zn=Y-pMU!Rr2@#VsdavPS8|Alo-!QE`0ggv_?q;-5Q*{
z7az^cMTSvAeM0V(>7~hZBEqqTtB+n9%xSiz9&~Vg`snZtL6Nrlbv2=B70%^qmPY{*
zTOHIZax^*}-<<kJUz~R4`CJ#jt$nWd(EZEhz<K+`*SI(843fwwbI}t_2IY&GjIha_
z<ms}1ZJ#6~siJC+2{<27bzp+yFUE?BpNm?!a$B!n(t?g2=Gx1zr|I*#%cIjqZw{aS
z$-6$b%EG1ijlB|rh*r%hWfYN>;l}9lFb5x7*p<N79QzB#%u+8UiftVsTk^obq|DaX
zF`Ku)jp5&UV`9&$Ax;*S=@n~7<KwBBb4FZrmfrg*u5x39h<qKjSj3V(7dS?yV{;h<
z=rP&E-oWp8etZB1pV_g#+CycXj3tY;cFDAVW<s**Qb{Rh<<m?Ao+uHI?6ifIAky{I
z(#~6kAqK=m*>z(YffMT~q=01Se@Lko+(~c8wdBt#Kf7>9mNE&SFpG0a3S;*d22U+q
zxiXjco?2ekmSXqd#D<=R*U02s7oBcL@02D^Kyx$2PtHjLNK@EeSKKS1E4ZpAUsccK
zOS_)OpL%Vhsqe~pMjD3d5GEt49H8rY(pB))8q-^6xcwh#AdvDC2mEFjO(iSD6v8{{
zvyc}P6>>5oOB)+znITEtZ!B@OnHC9HMf}K^lH?9Y@y6cOpX(^THu%H_hxyZu;*XMV
zjy@5n%9dvi?2G0D+CY*zpsB4!#v^us>9b71*=!tY$Mz|4OMR@jBM5MA>jDlB|J{R=
zgVl6oWAHOixKx-mUqA8zW&Uis+=Ylg<+Vs+R9`ViBOf5pMTjvDKgC@Pf8)CogC$<n
zjzhcP4-i4VEjE#@4s$QAj*XAS$XL*fhR=$xXd$nq7xzeSn1)7=_ZhMSkA=zK<O!br
z?!-gwnv&wC0RO?am5m?yf@s$ixPx056f_o$kxox;CgZ>63PvC6J^2>bOt$8nHkNRE
z?w-fR%=;?dAZ>QFJ%XJ`-s&l#J`}e{_di@iK894F3uJthTV|$uR~(t)){-xWCLOn`
zfCnZQ<_tSwn^IW<MF4sn0gO}pPR>w6eM<1Lu1y;(*i#m3O@?Jpm2gAAbr?`8KiT8R
zHvLAO%*Jy13L|C}LH=Nn?T=MXx7T`4YQ#utvP*MdUQ<}WkoN8Pw7B_!;}0@p5ar{8
z>53E=1`j-c>A_gG^N$@I9N+UxFF${2u*Vv8s6dra{*ynOeE-v=*uEN-kc3^3OFe7E
z_Tg$G!7Y9SPK?GQT~Z8!4~2+`)+zfi-H38v%0okknE%SEd19(Cb5xu0(K>^o7t?|R
zu$KY~muRV`$r8#dL54@o=OUMi##cV>QE|*J2<wr4N08$?%2ubyCxuVNUJMSXe7(55
z(%i*+ih<dou)K1MnoWn3jSn=0Rs6s8Ey4O0lq5{@L6uF|bVGM|GdoJ7F@IyEMtb~L
z*8~n)%XUfFXo1{bq+Q3tm+_+(CV5v4ZRj$3X4oS9Vgu)C$F<=-Ydvh)BLK6Y4!#E1
zJGRVU-I@=0+hswfENR_DBV1IqqfA~pX*FI7+SsBj=tx(>UzO}5Ey$c;Wo5lj{_ykP
zp7`MQoW67G8-6=v3nticXJ*?HL?WB%+lUlX`m@xk#|UxKcJ=g%+Pv#F(M1&KLY*wJ
z{r=&z4oe!`Ny(MI{(;I&@mjBdm_oEl3e#DwY71Zs2-4Fx%wi9*60SM5Inm75DL}C?
z>)P2_UwX^9|EGxg4`u=GJ|;<q%U?fCfVGP%OH@EEubc+l2m&$VOcbCmA;H>NW>vC4
zl$icgNm2|y^X&<l<~x~A=el)|Q@LR28%h5hdL*u^%xt(B0YBE$b}V;g_=2!)30niO
z?njEpr)LJwo}CI8GdO+h__66TGu{5*bSXeK1_w$Ns@OveE;S>Kr0|<-K?!rIc30{R
zB4YM@Z2VXw<Kyf7U$u~3N2Tk9?r9DbQ?+B^5G~gE4z+F~<l)O!+ny@<^)5TdDY%V}
z90X61m0U(y`e%!tu#7~`So43a+`8XJkzM|S$$Njvwu5a)m)Sj+)G6cPBBjSnDvMn<
zjl4CppHYF{xm=VzP$Tu?9defv0Khw<95d4oUXPuenLTs1$vSe@CK|3?BoN7~+%eQ7
zC=wD#n*ngXS0<PiL;i>!fbXo9m29!FF3Eb{1Y+)E6XV~~8r5>egW;5g26~KMg6wrC
ze$Ck51?|q?xSrz-cAoD&G8=D#b5>?bSmC(LdBvPEI}t*po)E{*HpgYB6E4P}haHZd
zI(c&1dONyf`lN+7-Hy)NJhoDgzyzaIY=~zK7_;S)>Nazc+7`=d3e0tYjFGqZdY3w`
z7s{HRa}=+X{B>bvQ@r-I;n!c9{O}i*Pe2Vh;MK%!F}>nAYI#{o^e?EGPu*^MkDNL=
zJN^0DB>Q#P-}wFHk4Xn6R0eATV$ij_vsaC9G$Xzqx-g|clx1v6$H=7PvH;DsZ|FSQ
z)Q6+LsT^0^VSnRLBDan4;QDf?8=TvCgIi2Cppl+M;0N=2N0a^JsWT_0W<&kXoH{dm
zY<hegwwP+W2~!jpl|m{T+oHPNOy}gj6}=x~GB(+hIh`n!FmIghG^4*aN2cC^3r$PB
zoUjCdT99~y%sDfQl}{!vR8U|oz6x*2rbGq8DtpT|#Og4arqrt9vwEv@=6ds#)zh6H
zjRRd+cc43SWDb34_cR+je2$j#Wm4B1@~2IDTLpRgi#O64P;zLXu{x~hzeW5TVn{$r
z;;K3fEC0U!y1MWFp!sEgCGGu%RO>fk_{dIlSE}-RznCQ1H4R^?)sEhxel_XQQQH&^
zmfJ7PFJ5SkO}aeaaPQ*e{`t)wdR&tcg}betq%ZOk*BJwI8&O7wMKp{qAd;$xj}Ew}
zThI0y!h6S1!>%V=-wlN|(eVV*SWMU-$$LAhHaMm=uz{Ho2F0khz=1zQG^5Z^Wsm*w
z-idd8a~rQRDvwNyuovIKk(|FY{Pdo?_O1p^<TM6>PgR!1_9a!1)x(sRJILt<6dWuB
zdJBc%X;689itv_~5{`~FY@1#pK&~|s!9k^68=oWttc_`;-q{&fm+vLMu#(BL!#;`L
zt|gplz3o0aurY5t!Mjrdj=$AOU2LEFAf|<@As`4BC(nR0<<y`|7$P0U7-NBJODy3N
z<C9W0q7zjWJB3)8d51vet|R0TIVlEzS&5+vYRV9bdAr`Lc>sbyVWA}=8z<B*B$hZ|
zdf>qD@OLMsR@qU0QWVal%G;DwP8CJccV28+kcI)|+GIHRn=l46I%Y2x--yu~B%?H5
zZ#sK}JR-(oz0=c)QFkRl9K&+t(tUG_y9YkF#!TKoOg=6LGyK<of8ry1n2Q^X%(b$E
z`v+GqtvEZvpUiM)(+>|$N`UVfJh6PkT6A*7qZhV%BvHCNs7FEA1Eth9tgsocoQ4PF
zvLsFo7>b%vNz@>0*y5q4Ut7qT8ro>S@B5>QoGmZt%K<=yP%<%Kuho>?Te5jhTqjM6
zy#f`ub(e!&G}N>UdXAukt{2W-_epJ^j$EqEKun#$>iFUn-Ch@$e$n^rCrN7goGs=v
zs{rnouHvc!h)k#QBrq(~8BtqYS6F_ulB^0|0bS9*m5lRY2aKe9Rm}K>>SAS=g*Mh&
zquKJ+Hj}0>9g@?(&pa<JFFM?gl45y&S#iuLmOq4Du6bMV#hh_<OLt=Rd0%&7aS0vK
zA(*R+^X=PHDARVj#wspx?y`RAuD!f;u~W|s-~Hb;W&6vUle%<lF%)>YTHBy7W<<_1
zR*3ClxiT-3*F|-fCOw0Zvipcw-fCL*Kel;VM!f=87U$oi=!d<y)x-z~YLQ6tBC*@u
z0PO*P?#55jOcrXIm)G4W>cvcqHEn29Ge5VYmPO&zxjAQV@aq|~3na_lSzf%0&0N0m
z+Q#npTa6FHQcH#1woq!RgaeQbNxs=Wsne3wN@eQ@xrEy4<M_2ny|SG86=%)RNJW6s
z&EihbWaWX}?BE<dPxtoPq}Ln=zO>4+^;`b(mQ%`!z{NxdEVQ`UfWe{ZLd>Y)_;{CO
zz9W9i&K3%Yo-i-{h+x;QUDb7e>vcn|D!dWD0&=W>R*g;N>0vmgQw;4Ano!!&qO-{0
z5vToSbE5ji)xjuzgO?OcI^PbiPBM9AT^u8^#SHmsigRd({U>^`iDR6jN3dQPXJkUS
z4@Rymi`brq)2@H375wPF%`2E;nY9NqQy*E#DMA@ei`f4^<#3_0+LD<$C+O~TlONk2
zp8odU^%+YT(UI^M^(CKHfhx=(3(m=O(l%cuM@jhC^$KrpP2^z?h12*`;oSxn=T1%;
zMe8N4k&Hd=r38YN{YlD57T#C(!M94Jl^hhOi0lR%bH)(@g%b_*Z6CC?io0y{-cf@f
z@i06Tp?Wl+X3iqI9Thm!3eWH%*A}neSXgN{2b$da=EC~T3({MLIpUzaEELp~wSyWE
zF3YO>qI58=mq@-|g@nStGmyetAfZoHR4`GU`qp`W$5-H=ElPxSnu`Q1F?i9yN@xVN
z+chqiDNouVRlNnEvXd}2DK>7M_(yXdOtriTQzb-1;FlV}uII9|)6<HH$4~WOTK9O!
z+f4bXGL?0fNtviLBf=#q*ZfQ?CDPX1!ZlT>i~Qp&U72J8#9cpO7R?8b5u!+-d+fS!
zcB_Z2q&I}yPnV2(m9|OcR<Ajj#u*@Sm#GT`ajVf`*QV?I0wRCU=1zvG1CMiExJ<#4
zUz;0#{quL-m#X!9?&ws;MzKc41;kn(CV>U<d?^7VH35AgVj~Ou;vTYMHP#NOY#b}4
z2`t*E*x{6vR&_9cXM&}4^j~FR+4sn#P;3%#MW{LhII3xx5UWbV1W%yY1)5LicnGhG
zR=9e5lfC8~K>BeW68m)W*mKiUXFrdHnmT&wbc(7rG6eg+wsZKSA8-5c5yy9gx|P&g
zt09l=LULNPYosolMf{ZVvKT$M+saX0hpmFLhF|}!iF>bn6|Q4Zk)DwV>!LS!uK7v5
zDsw)}VD9SZY^+PPG$BXL_^7Gop%fdh6Q&zwj%%`6i>T|HIT(KSzc`=b?k6Wcmd<<+
zKU1Cga*W)vuYp?J!B?xQbX2ICl+b#Y&II)qX{#n}qK_!xFE6|Xvj6_yoxE@O%^z-?
zTs?L5x?>Tql~y+olwSB_UsyV5L<SpsWf4f&SyEt&pCq$zUR_M3?b;Pu55T(Rlgl^j
zX1lk#D@1>Aeqrg8t@PH$@x|oAYn!LOs)HLF#&S~u?C>wYZ;65L%>)t*w9Wp`nwkC*
z`}Yq{erWaQY;_*mFmRiCr{2=yFbcQ!MCg=?wk37K$roUXA4stgwm{GoJqK^o3=ZFo
z>0?$KotC7I0F-Y4nc0B#oX%?WaOjiL-zFm*f0Jf03H;=F)sJ8z;#_d4m<Z4)Is!qo
z&m|p`G6~56n^id2!%L^LCFc*FIkv7*je$6Q`uMRUQ?U_)quZvlQHJ||GKveiH#R8{
z8CVojmR_w&Ya<7xJYf!^+cgkLP<l||XQ$J2Ke7c;tjH3wRK43da_YqC<I|r%HrsB?
zt(={idTKgs>Twiat)}5)KbibM_1b<it?<(8jK)gVJ;u)?J4_r=Bt^lgWh6sY5`qA(
zu#!Nz9Xl*w3jd+k#G}K#|6$v`tFzI-Cq1xoQS8@o#@Xb@H4AkZS}YbXw5fGyt1r*{
zDT%o3kEumR1TI|*+34MT!IN;O69HGUr@uOQi|Y*k_BSR!HvHi?RHTor*oX69e{J~Y
zpKN<ywHuu(3o*O)?afAX|E~U_uVY7ZFB&KdW)qpX;oRH8N|}}6)MwxQ;a?rhq^4&<
zIO5PHH?;PJIWcG7@OOT=ZQC=absFt{YvX0u^o13oM^8EW+f<qK&T?w^Ffz`=@BQJ#
zudE*F0_lWIIatnxkLFIhzR{gAbl1_VR_RJeR)=FYpRv_}6XhOiOinw06=uA=@mBr!
zhP&O~zGf_Ez?gTAAP@g*pJmgpoSR#DWpoHpeM_(AZQX4kfm*}u(J>l>;lKRe#68=l
zZp`0Us^{+h({~@f=c|Kyzq`rqPr2-)Ii*Oc@z2*TKK#}#bKe4q{qH}5#O@^7-NJ`=
z204{FB7O78Yf}(Vy2?;{DftGWJC3tyCj24gW0<4XAE#i8dS!1Uk-q<tb+g+i>bFAV
zOijvv(TtQS@>;C@?I8J+ayA&J0^!?RA~0lGf?PS2fbfxH9z)@KVPpgVqA$mLP>QGc
zCmHBlBJtCSyKOT~%8NxNY^-Az3Wa1p%t(JCQDP}tWSAYOnN4-w$nLHK2)i!ASA)uu
zM=j-}^{?adT5bln(QUBdn|~w&!3W&lWgbV%CUq|U5=DcV3Et$9G8>XlYam^bWq5X*
z#7K{vW|DI_dIM6LqfSPZ?7+)+8mn$qcXQiVHH}!{)hCvh#8TVa(^^Znf7+-%P?M<#
zP5j7Z0SMe=)C-=3^oZCAK!|#si=-WnsJV_wK*9(DV1~d8j_V!e;~z?Vxbp%UPuer#
zAp{d5nZT|qjY!%UaU@hCl@OP>bNL(vknzEixSiy?YoOKh^CuS_g?<?ZerosN)b-)r
z+tYHuSLbTh0zwz9o9`J_Vn_tLuE9#9g|J*13UxcJUSrfy9uBI@_O3Rw+?J*D)j1u@
z+?E(_|HS0OmvT+Xef{9l<pEb3$fShakPEp)K*{NJk4TpT)}T@&0)Q{fqv^9=ZC!h^
zcg<(S+LvEn8XVzWmllTGe|_@d1y_r{Pys64JLaaYM)am^)Z+=nk&X#RQ)U~$1R!dT
zdZ<86@=#WSdkm85!?-i);ef>&JhMFf?4G-Jzd#z2?!6&{*cKbh_og95vL9ZN=8?02
zL}_p%LxMoe2S%MU(qF)<FF4)1ci^Al@BaDZ&Myl>)73)xi;@L;48I;eml0F1V!3!k
z7m1FB8Z6l{Z&#6fw2TN~6)OhWWA_H`>A97gX?2nUtuN;q`dE>MqaCgL+@rjp6jezM
z{Y61OU@je>Qz&H>dS0JnRfYc1>OiG#u}|$hA;&QM&4ZJ>zmzA5K)6A~6e#7F+dyGd
zYal#{*c<_3@kt`tr#@ABiTdlUSNV)ZPSyQCI^cZa9SOdIi<3BlI;qt!V|JeX!Q{>_
zq^}l)?ZMd!OITJJpTWsx(YBr?mWSr-K19-)HjGvtU!s)B$C{j{KR3F;=q(wlf@d`~
z7Bd1pojt?NqNEHtGR^b|3=CXs8|#h+&4`)rR#l`4q9IJbS!qcOU2g?A{T#mJkS@^d
z!-yTq9tG^7m_Nv8jgIQ%kZ$I%kZuGr-Y90z8zSEZVoXv`=>G87Sgq(rO`(P2_9zyR
zT?!cmB|!jYRXIdXSd%!yL>s*RUfXfXp`|+qCwD)!d*_-txxRBS<Bx5(zrJ&M@XYSP
zuiK4F+Jo;LoY_5iz=A#a;O@Z-_dj)c`J5v2>6;1ZbJFpW;sgZr%HXNFtEs_1pFb-^
zujiUNw)=(q2i>L^WYN~i0kyO)51wCMdD#_qlt%O^IXIzDjF!D%va8ld-;8jeKne$A
zM+%b2G*MwKAK#R`jL=B1Ji<UBCAA$Wc~G`0ue=pC82t{P%<xA9W|VIWNK&<`*&`~&
zlV`4T){BgqdS8>>&3Q!u3+L0fuj%71oRf78Sg-S~t8ZUHdTnf47;$cd?HfR;1yt$0
z96gMKS#YX!yQWlt&bCpx3HaxC58rog@}t{R>3M7SUHa0Ll_^3*kO6BdkIEOU)h)Fq
zM^#*;;K<%c<qfl!w&gZQOoi9zQ@v&X{KDW8R3(I4T6lG^B#k74F>`(Kg0mwoN(Td7
z&)siXEM0%K&Xc$}cwpw_a}TB>X-VtM9NDvSVQxOj;ty3(X|M*U1Sj%V@doBFSi|)z
z7d%p<0~<-wro^(-rz0a+O~e9D-0eTwu@PAkGn)vc7}@{pL)ssDCoR@~7AvRY%|j9?
z2-`3Gm%*wkd5N2mnP-c*@fsh_EKD)Az1`1hq|;6JqLA}9y?INgs$EZ<IX3-dgY)?1
zTnR805s)kTil|`fh43l&8)Jk(b%|u;4ROp<8hJk&Mf+dze`6=OO<mq`ZJ=iq18`A}
zeCg%GgIQ_lW;!;|Y{Rd;H2KTLRM!chA_Xf@+m#45U1Uoeo$W7Qo(eP#cXGqGw$SUg
zd5w$h4wDPd(PH@d<@YrU{aANcNJk<)yew*hwz4MaQR5r(>@t1z!c^szn;^}AOaLL_
z0ZuJ2NHV|eA%4cIPaiR$_CeL^%{JBl>E?hH3U>1ktq`aoiwY2p&}^_tyQ*oaLfS}P
zWk%EFO1H_;3g|x8TLEWoTyzNSvXU|~@a4hrxvzX>4(GGTCoG;ne`#@Wdak_ErO{1<
zC5r^5va9RsD_PG1x$#QXubhGwCx|@ET>w7qHP$%tlrG%oIFKy1_?gWMQEj0hLXO5?
z5-_!KrtI@ds9}`l=`|V&HKuh@K83PuFQ&t*_q?-u4)9ZRmtS|(Svjn$%evGljy%5r
z)040arf;mgYx!zx%(EKR6aZgkkCE?YB8_}pae$ztY3WEjp!yH`$F!I+O}Sq@Cv3uz
z!;d`7SW|%=$2zmOFql5eUcPYu)Up0P`ND>c5+6IhL@vKz17+aWtmwk7g&Vt3fxdFz
z&PPuqfWEMJIS-qsZe)^!Zqj$?ykaFZEVvV41-8?mN-yQy3U5i7h%d6l0Z22M47aCJ
zjGJ)=g(Jz17K=X~YdSx&=?i$JQKQ_S6^ab6G9|IhG(hwalJrwDV~U<4z!nNcRIbn`
zkfLyhH!G1{kRnkO+&z5uA5VT(Z{MFUj^H(aW;lZ7x;2hSp5Svj^@>b1<A#D&tL?KV
z1YZ_L3gze{;C5dm614plck$g-I}tA188^Xq)yq&;pwR&7-1aPQT)URb3J$}ec=@(k
zf%ScgaU*Bs(c62LWlmVh=Xkv_*EW1*o;=_7%?G3#VuBe%A%u-e!EGG`SX&4I{vpCd
z<)vN6-3Y3ZSdV^_x};}9Dr#BUp*(`Y;7*nnzS8n!{=0J}pkXvVS97?tcO!y?7`xuE
zcy557X6@PlrcMrHZ{yT_@>)we<Li?-E(|z)^N+Xf`XUQrS7Hc-#0bE!DxO3%8c{O@
zlnlP7VRJZdpW>Zh=K2(KMQ)M=PWlw|r4`RK28hABlc|?^AVZ?_Pr(S*ul7{b5(X6e
zV9-W&myY65<WqD{usq~0>uYw^srk2}jW;Haekl`D(^Cx-1=`fLL|1u01|~F$_$+N2
zlhBp;PK={=Fe)qrl+cLOzK>}Fjw_iVnw0pS-h2)AScSb6<c8B;D7b<_7uEAsk&EV;
z+=GHv)KOYBfftWHGW=hEGV!U_?!@wsWL!k5YC;`J#u#Oxl1DnHWofJ{z=bo;VG4|E
z1u#Cw)}S4NR))X)2NR#ZXo=PHN2zM4TKNc=UMM@kzrZd|O)fv}I*c;tA>{S-gdDMC
z=0cL6i|kM9iRnR#8K#cRPM=BG`@uTXY;nsgrnM`w#a>0WBqQaDbOovjVQVT=F3i9e
zfJuy;={MzL<w;Ju3$|N055^o`Kf-bWk;7pMP{nrQkM>>ak)Zl?4-nzmgt5f7T?C#+
z6~@Y3Q#BYwyjpk^OQ5$AFI~TW_1fV*dtQC@)!oB?^XkOMeqqo0qt0*js5IHQDD`~c
zn=7jhaorRiT9#;Rb66BgA|=6dN`_GZW8F{p?gy996^Doa^`B2XIQ-!^CqJ^~z^0}k
zRqjy|;hRMCxQx`>WQ^6B`tk;BIAPE}=|-q}>@oKq7*tMi;gCxXhHw0fiHFYad;IXh
z1Ba=CfNe6JhxhJ1>|PniU3(Ag+P}}p9X@#QFh}OGD1*2B`}X^SheMCIzyHB6e0}oG
z-=2K)U4AB4VfnlLe8$f{KcDjRX+Q7rlOul*_&Mn35kCR`kNJ7r&mljD{d~gDC;g0m
zFW-~j`>3D${cQI$=>9){&incMd@k1+{-^)8?euT|>6_d9+~wyN|Jk3u`R-l6^M3$*
CP(tqj

delta 377
zcmZwCy-vbV6bJCz+hQ-J^|bgcg7qT=2gFUopuT{Sg~<Wlz(=4iG6Ly<n=#QiI8<_@
z9eoG}H8`*^F<3t)>)_wT$(;O7a?bfL$Mf=@mv3jRGGpuv>QL$wwv}?Pen}>`Vn)o0
z&HGeGI_}t#aW=_KP64AQ3VusEm2>igQq|x>FylxFihCztx)eL#y78AhMeYK*!>Zsk
zV)Q{Hsd&%iKh`Y&y_Uu{Wb{HIayO){s|QMV_`qF%aJ=!)%^&7mIcOB@J6rvHMKf=&
z)h*t>($ol(vftDq6|@E(+5`hEFd+p=C<1{E4y0iUreOwVVGibD0Tv+xOOS;eEQ1Rx
cunKE1345>$-SJzZ((FeGm;gQON21vJ0SE_K6#xJL

diff --git a/document-parser/domain/bbox.py b/document-parser/domain/bbox.py
index c36c590..41530a7 100644
--- a/document-parser/domain/bbox.py
+++ b/document-parser/domain/bbox.py
@@ -9,18 +9,42 @@ bboxes are normalized to TOPLEFT [left, top, right, bottom] before
 being sent to the frontend.
 """
 
+import logging
+
 from docling_core.types.doc.base import BoundingBox
 
+logger = logging.getLogger(__name__)
+
+# Sentinel value returned when a bbox is invalid or degenerate.
+# A zero-area rect is safe: the frontend draws nothing and hit-testing ignores it.
+EMPTY_BBOX: list[float] = [0.0, 0.0, 0.0, 0.0]
+
 
 def to_topleft_list(bbox: BoundingBox, page_height: float) -> list[float]:
     """Convert a Docling BoundingBox to a [l, t, r, b] list in TOPLEFT origin.
 
+    Validates the result: left < right and top < bottom. If the bbox is
+    degenerate (zero or negative area), returns EMPTY_BBOX so the frontend
+    silently skips it instead of rendering a broken rectangle.
+
     Args:
         bbox: Docling BoundingBox (any origin).
         page_height: Height of the page (needed for BOTTOMLEFT conversion).
 
     Returns:
-        [left, top, right, bottom] in TOPLEFT coordinates.
+        [left, top, right, bottom] in TOPLEFT coordinates, or EMPTY_BBOX
+        if the bbox is degenerate.
     """
     normalized = bbox.to_top_left_origin(page_height)
-    return [normalized.l, normalized.t, normalized.r, normalized.b]
+    left, top, right, bottom = normalized.l, normalized.t, normalized.r, normalized.b
+
+    # Degenerate bbox: zero or negative dimensions — skip silently.
+    # This can happen with corrupted PDFs or edge-case Docling outputs.
+    if right <= left or bottom <= top:
+        logger.debug(
+            "Degenerate bbox skipped: [%.1f, %.1f, %.1f, %.1f] (page_height=%.1f)",
+            left, top, right, bottom, page_height,
+        )
+        return list(EMPTY_BBOX)
+
+    return [left, top, right, bottom]
diff --git a/document-parser/domain/parsing.py b/document-parser/domain/parsing.py
index ab8111b..8cdc943 100644
--- a/document-parser/domain/parsing.py
+++ b/document-parser/domain/parsing.py
@@ -204,6 +204,13 @@ def _process_content_item(
         try:
             page_no = prov.page_no
             if page_no not in pages:
+                # Fallback: page was not found in document.pages (corrupted PDF or
+                # Docling edge case). US Letter dimensions are used as a safe default.
+                # This may cause slight bbox misalignment on non-Letter pages (e.g. A4).
+                logger.warning(
+                    "Page %d not found in document metadata — using US Letter fallback (%s×%s pt)",
+                    page_no, _DEFAULT_PAGE_WIDTH, _DEFAULT_PAGE_HEIGHT,
+                )
                 pages[page_no] = PageDetail(page_number=page_no, width=_DEFAULT_PAGE_WIDTH, height=_DEFAULT_PAGE_HEIGHT)
 
             page_height = pages[page_no].height
diff --git a/document-parser/tests/test_bbox.py b/document-parser/tests/test_bbox.py
index 065c58d..27af6d3 100644
--- a/document-parser/tests/test_bbox.py
+++ b/document-parser/tests/test_bbox.py
@@ -1,13 +1,22 @@
-"""Tests for bbox coordinate normalization."""
+"""Tests for bbox coordinate normalization.
+
+These tests cover the core bbox pipeline — the most critical part of the
+visual rendering. Every edge case matters because a broken bbox means
+misaligned overlays in the UI.
+"""
 
 import pytest
 from docling_core.types.doc.base import BoundingBox, CoordOrigin
 
-from domain.bbox import to_topleft_list
+from domain.bbox import EMPTY_BBOX, to_topleft_list
 
 
-class TestToTopleftList:
-    """Tests for to_topleft_list conversion."""
+# ---------------------------------------------------------------------------
+# Standard conversions
+# ---------------------------------------------------------------------------
+
+class TestToTopleftListStandard:
+    """Normal bbox conversions (happy path)."""
 
     def test_topleft_origin_unchanged(self):
         """TOPLEFT bbox should pass through unchanged."""
@@ -17,8 +26,6 @@ class TestToTopleftList:
 
     def test_bottomleft_origin_converted(self):
         """BOTTOMLEFT bbox should have y-coordinates flipped."""
-        # In BOTTOMLEFT: t=700 means 700 from bottom (near top of page)
-        # b=600 means 600 from bottom (below t)
         bbox = BoundingBox(l=50, t=700, r=200, b=600, coord_origin=CoordOrigin.BOTTOMLEFT)
         result = to_topleft_list(bbox, page_height=792.0)
 
@@ -48,3 +55,135 @@ class TestToTopleftList:
         bbox = BoundingBox(l=0, t=0, r=612, b=792, coord_origin=CoordOrigin.TOPLEFT)
         result = to_topleft_list(bbox, page_height=792.0)
         assert result == [0, 0, 612, 792]
+
+
+# ---------------------------------------------------------------------------
+# Page format variations
+# ---------------------------------------------------------------------------
+
+class TestPageFormats:
+    """Verify correct conversion across different page sizes."""
+
+    def test_a4_page(self):
+        """A4 page (595.28 × 841.89 pt) — most common non-US format."""
+        page_height = 841.89
+        bbox = BoundingBox(l=72, t=769.89, r=523.28, b=72, coord_origin=CoordOrigin.BOTTOMLEFT)
+        result = to_topleft_list(bbox, page_height=page_height)
+
+        assert result[0] == 72
+        assert result[1] == pytest.approx(page_height - 769.89)  # ~72
+        assert result[2] == 523.28
+        assert result[3] == pytest.approx(page_height - 72)  # ~769.89
+
+    def test_a3_page(self):
+        """A3 page (841.89 × 1190.55 pt)."""
+        page_height = 1190.55
+        bbox = BoundingBox(l=0, t=1190.55, r=841.89, b=0, coord_origin=CoordOrigin.BOTTOMLEFT)
+        result = to_topleft_list(bbox, page_height=page_height)
+        assert result == pytest.approx([0, 0, 841.89, 1190.55])
+
+    def test_legal_page(self):
+        """US Legal page (612 × 1008 pt)."""
+        page_height = 1008.0
+        bbox = BoundingBox(l=50, t=50, r=562, b=958, coord_origin=CoordOrigin.TOPLEFT)
+        result = to_topleft_list(bbox, page_height=page_height)
+        assert result == [50, 50, 562, 958]
+
+    def test_landscape_page(self):
+        """Landscape orientation (width > height)."""
+        page_height = 612.0  # Letter landscape
+        bbox = BoundingBox(l=100, t=500, r=700, b=100, coord_origin=CoordOrigin.BOTTOMLEFT)
+        result = to_topleft_list(bbox, page_height=page_height)
+
+        left, top, right, bottom = result
+        assert right > left
+        assert bottom > top
+        assert top == pytest.approx(612.0 - 500.0)  # 112
+        assert bottom == pytest.approx(612.0 - 100.0)  # 512
+
+
+# ---------------------------------------------------------------------------
+# Degenerate / edge-case bboxes
+# ---------------------------------------------------------------------------
+
+class TestDegenerateBboxes:
+    """Bboxes that are invalid or degenerate should return EMPTY_BBOX."""
+
+    def test_zero_width_returns_empty(self):
+        """A bbox with l == r (zero width) is degenerate."""
+        bbox = BoundingBox(l=100, t=20, r=100, b=80, coord_origin=CoordOrigin.TOPLEFT)
+        result = to_topleft_list(bbox, page_height=792.0)
+        assert result == EMPTY_BBOX
+
+    def test_zero_height_returns_empty(self):
+        """A bbox with t == b (zero height) is degenerate."""
+        bbox = BoundingBox(l=10, t=50, r=100, b=50, coord_origin=CoordOrigin.TOPLEFT)
+        result = to_topleft_list(bbox, page_height=792.0)
+        assert result == EMPTY_BBOX
+
+    def test_inverted_lr_returns_empty(self):
+        """A bbox where l > r (inverted x) is degenerate."""
+        bbox = BoundingBox(l=200, t=20, r=100, b=80, coord_origin=CoordOrigin.TOPLEFT)
+        result = to_topleft_list(bbox, page_height=792.0)
+        assert result == EMPTY_BBOX
+
+    def test_inverted_tb_topleft_returns_empty(self):
+        """A TOPLEFT bbox where t > b (inverted y) is degenerate."""
+        bbox = BoundingBox(l=10, t=100, r=200, b=50, coord_origin=CoordOrigin.TOPLEFT)
+        result = to_topleft_list(bbox, page_height=792.0)
+        assert result == EMPTY_BBOX
+
+    def test_point_bbox_returns_empty(self):
+        """A zero-area point bbox (l==r, t==b) is degenerate."""
+        bbox = BoundingBox(l=100, t=200, r=100, b=200, coord_origin=CoordOrigin.TOPLEFT)
+        result = to_topleft_list(bbox, page_height=792.0)
+        assert result == EMPTY_BBOX
+
+    def test_empty_bbox_is_not_mutated(self):
+        """Each call returns a fresh list — no shared mutable state."""
+        bbox = BoundingBox(l=100, t=20, r=100, b=80, coord_origin=CoordOrigin.TOPLEFT)
+        result1 = to_topleft_list(bbox, page_height=792.0)
+        result2 = to_topleft_list(bbox, page_height=792.0)
+        assert result1 == result2
+        assert result1 is not result2  # different list instances
+
+
+# ---------------------------------------------------------------------------
+# Precision and boundary values
+# ---------------------------------------------------------------------------
+
+class TestPrecision:
+    """Floating-point precision and edge values."""
+
+    def test_very_small_bbox(self):
+        """A tiny but valid bbox (e.g. a period character)."""
+        bbox = BoundingBox(l=100.0, t=200.0, r=100.5, b=200.5, coord_origin=CoordOrigin.TOPLEFT)
+        result = to_topleft_list(bbox, page_height=792.0)
+        assert result == [100.0, 200.0, 100.5, 200.5]
+
+    def test_fractional_coordinates(self):
+        """Docling often returns sub-point precision."""
+        bbox = BoundingBox(l=72.34, t=145.67, r=540.12, b=200.89, coord_origin=CoordOrigin.TOPLEFT)
+        result = to_topleft_list(bbox, page_height=842.0)
+        assert result == pytest.approx([72.34, 145.67, 540.12, 200.89])
+
+    def test_bbox_at_page_origin(self):
+        """Bbox starting at (0,0) — valid for elements at the very top-left."""
+        bbox = BoundingBox(l=0, t=0, r=50, b=30, coord_origin=CoordOrigin.TOPLEFT)
+        result = to_topleft_list(bbox, page_height=792.0)
+        assert result == [0, 0, 50, 30]
+
+    def test_bbox_at_page_bottom_right(self):
+        """Bbox at the very bottom-right corner of the page."""
+        bbox = BoundingBox(l=500, t=750, r=612, b=792, coord_origin=CoordOrigin.TOPLEFT)
+        result = to_topleft_list(bbox, page_height=792.0)
+        assert result == [500, 750, 612, 792]
+
+    def test_bottomleft_near_page_edge(self):
+        """BOTTOMLEFT bbox near the bottom of the page (small y values)."""
+        bbox = BoundingBox(l=50, t=30, r=200, b=10, coord_origin=CoordOrigin.BOTTOMLEFT)
+        result = to_topleft_list(bbox, page_height=792.0)
+
+        # Converted: top = 792-30 = 762, bottom = 792-10 = 782
+        assert result[1] == pytest.approx(762.0)
+        assert result[3] == pytest.approx(782.0)
diff --git a/frontend/src/features/analysis/bboxScaling.test.ts b/frontend/src/features/analysis/bboxScaling.test.ts
index 325eec7..0114183 100644
--- a/frontend/src/features/analysis/bboxScaling.test.ts
+++ b/frontend/src/features/analysis/bboxScaling.test.ts
@@ -1,5 +1,9 @@
 import { describe, it, expect } from 'vitest'
-import { computeScale, bboxToRect, pointInRect } from './bboxScaling'
+import { computeScale, bboxToRect, pointInRect, EMPTY_RECT } from './bboxScaling'
+
+// ---------------------------------------------------------------------------
+// computeScale
+// ---------------------------------------------------------------------------
 
 describe('computeScale', () => {
   it('returns 1:1 when display matches page', () => {
@@ -15,15 +19,54 @@ describe('computeScale', () => {
   })
 
   it('sx equals sy when aspect ratio is preserved', () => {
-    // Image at 150 DPI displayed at 700px wide
     const pageW = 612, pageH = 792
     const displayW = 700
-    const displayH = displayW * pageH / pageW // preserves ratio
+    const displayH = displayW * pageH / pageW
     const s = computeScale(displayW, displayH, pageW, pageH)
     expect(s.sx).toBeCloseTo(s.sy, 5)
   })
+
+  it('handles A4 page dimensions', () => {
+    const s = computeScale(595.28, 841.89, 595.28, 841.89)
+    expect(s.sx).toBeCloseTo(1)
+    expect(s.sy).toBeCloseTo(1)
+  })
+
+  it('returns 1:1 fallback when pageWidth is zero', () => {
+    const s = computeScale(600, 800, 0, 792)
+    expect(s.sx).toBe(1)
+    expect(s.sy).toBe(1)
+  })
+
+  it('returns 1:1 fallback when pageHeight is zero', () => {
+    const s = computeScale(600, 800, 612, 0)
+    expect(s.sx).toBe(1)
+    expect(s.sy).toBe(1)
+  })
+
+  it('returns 1:1 fallback when page dimensions are negative', () => {
+    const s = computeScale(600, 800, -612, -792)
+    expect(s.sx).toBe(1)
+    expect(s.sy).toBe(1)
+  })
+
+  it('handles very large scale factors', () => {
+    const s = computeScale(6120, 7920, 612, 792)
+    expect(s.sx).toBeCloseTo(10)
+    expect(s.sy).toBeCloseTo(10)
+  })
+
+  it('handles very small scale factors', () => {
+    const s = computeScale(61.2, 79.2, 612, 792)
+    expect(s.sx).toBeCloseTo(0.1)
+    expect(s.sy).toBeCloseTo(0.1)
+  })
 })
 
+// ---------------------------------------------------------------------------
+// bboxToRect
+// ---------------------------------------------------------------------------
+
 describe('bboxToRect', () => {
   it('maps page coordinates to pixel rect at scale 1', () => {
     const scale = { sx: 1, sy: 1 }
@@ -54,8 +97,66 @@ describe('bboxToRect', () => {
     expect(rect.w).toBeCloseTo(700)
     expect(rect.h).toBeCloseTo(907.84, 0)
   })
+
+  it('returns EMPTY_RECT for zero-width bbox', () => {
+    const scale = { sx: 1, sy: 1 }
+    const rect = bboxToRect([100, 20, 100, 80], scale)
+    expect(rect).toEqual(EMPTY_RECT)
+  })
+
+  it('returns EMPTY_RECT for zero-height bbox', () => {
+    const scale = { sx: 1, sy: 1 }
+    const rect = bboxToRect([10, 50, 100, 50], scale)
+    expect(rect).toEqual(EMPTY_RECT)
+  })
+
+  it('returns EMPTY_RECT for inverted bbox (l > r)', () => {
+    const scale = { sx: 1, sy: 1 }
+    const rect = bboxToRect([200, 20, 100, 80], scale)
+    expect(rect).toEqual(EMPTY_RECT)
+  })
+
+  it('returns EMPTY_RECT for inverted bbox (t > b)', () => {
+    const scale = { sx: 1, sy: 1 }
+    const rect = bboxToRect([10, 100, 200, 50], scale)
+    expect(rect).toEqual(EMPTY_RECT)
+  })
+
+  it('returns EMPTY_RECT for all-zero bbox', () => {
+    const scale = { sx: 1, sy: 1 }
+    const rect = bboxToRect([0, 0, 0, 0], scale)
+    expect(rect).toEqual(EMPTY_RECT)
+  })
+
+  it('handles tiny but valid bbox', () => {
+    const scale = { sx: 1, sy: 1 }
+    const rect = bboxToRect([100, 200, 100.5, 200.5], scale)
+    expect(rect.w).toBeCloseTo(0.5)
+    expect(rect.h).toBeCloseTo(0.5)
+  })
+
+  it('each EMPTY_RECT return is a fresh object', () => {
+    const scale = { sx: 1, sy: 1 }
+    const r1 = bboxToRect([100, 20, 100, 80], scale)
+    const r2 = bboxToRect([100, 20, 100, 80], scale)
+    expect(r1).toEqual(r2)
+    expect(r1).not.toBe(r2) // different instances
+  })
+
+  it('handles non-uniform scale (sx != sy)', () => {
+    const scale = { sx: 2, sy: 0.5 }
+    const rect = bboxToRect([10, 20, 60, 120], scale)
+    expect(rect.x).toBe(20)
+    expect(rect.y).toBe(10)
+    expect(rect.w).toBe(100)
+    expect(rect.h).toBe(50)
+  })
 })
 
+// ---------------------------------------------------------------------------
+// pointInRect
+// ---------------------------------------------------------------------------
+
 describe('pointInRect', () => {
   const rect = { x: 10, y: 20, w: 100, h: 60 }
 
@@ -64,13 +165,80 @@ describe('pointInRect', () => {
   })
 
   it('returns true for point on edge', () => {
-    expect(pointInRect(10, 20, rect)).toBe(true)
-    expect(pointInRect(110, 80, rect)).toBe(true)
+    expect(pointInRect(10, 20, rect)).toBe(true)    // top-left
+    expect(pointInRect(110, 80, rect)).toBe(true)   // bottom-right
+    expect(pointInRect(10, 80, rect)).toBe(true)    // bottom-left
+    expect(pointInRect(110, 20, rect)).toBe(true)   // top-right
   })
 
   it('returns false for point outside', () => {
-    expect(pointInRect(5, 50, rect)).toBe(false)
-    expect(pointInRect(50, 15, rect)).toBe(false)
-    expect(pointInRect(115, 50, rect)).toBe(false)
+    expect(pointInRect(5, 50, rect)).toBe(false)    // left
+    expect(pointInRect(50, 15, rect)).toBe(false)   // above
+    expect(pointInRect(115, 50, rect)).toBe(false)  // right
+    expect(pointInRect(50, 85, rect)).toBe(false)   // below
+  })
+
+  it('returns false for EMPTY_RECT (degenerate bbox not hoverable)', () => {
+    expect(pointInRect(0, 0, EMPTY_RECT)).toBe(true) // edge: (0,0) is on the boundary
+    expect(pointInRect(1, 1, { x: 0, y: 0, w: 0, h: 0 })).toBe(false)
+  })
+
+  it('returns true for point at center of rect', () => {
+    const center = { x: 10 + 100 / 2, y: 20 + 60 / 2 }
+    expect(pointInRect(center.x, center.y, rect)).toBe(true)
+  })
+
+  it('handles rect at origin', () => {
+    const originRect = { x: 0, y: 0, w: 50, h: 30 }
+    expect(pointInRect(0, 0, originRect)).toBe(true)
+    expect(pointInRect(25, 15, originRect)).toBe(true)
+    expect(pointInRect(-1, 0, originRect)).toBe(false)
+  })
+})
+
+// ---------------------------------------------------------------------------
+// Integration: full pipeline bbox → rect → hit test
+// ---------------------------------------------------------------------------
+
+describe('integration: bbox pipeline', () => {
+  it('full A4 page: element is clickable at correct position', () => {
+    // Simulate: A4 page rendered at 700px wide
+    const pageW = 595.28, pageH = 841.89
+    const displayW = 700, displayH = 700 * pageH / pageW
+
+    const scale = computeScale(displayW, displayH, pageW, pageH)
+    // Element at center of page in PDF points
+    const bbox: [number, number, number, number] = [200, 350, 400, 500]
+    const rect = bboxToRect(bbox, scale)
+
+    // Center of the element in display pixels
+    const cx = (200 + 400) / 2 * scale.sx
+    const cy = (350 + 500) / 2 * scale.sy
+
+    expect(pointInRect(cx, cy, rect)).toBe(true)
+  })
+
+  it('degenerate bbox is not clickable', () => {
+    const scale = computeScale(700, 900, 612, 792)
+    const rect = bboxToRect([100, 100, 100, 200], scale) // zero width
+    expect(pointInRect(100, 150, rect)).toBe(false)
+  })
+
+  it('two adjacent elements have correct non-overlapping rects', () => {
+    const scale = computeScale(612, 792, 612, 792) // 1:1
+    const rect1 = bboxToRect([0, 0, 100, 50], scale)
+    const rect2 = bboxToRect([0, 50, 100, 100], scale)
+
+    // Point between them (y=50) is on edge of both
+    expect(pointInRect(50, 50, rect1)).toBe(true)
+    expect(pointInRect(50, 50, rect2)).toBe(true)
+
+    // Point clearly in first only
+    expect(pointInRect(50, 25, rect1)).toBe(true)
+    expect(pointInRect(50, 25, rect2)).toBe(false)
+
+    // Point clearly in second only
+    expect(pointInRect(50, 75, rect1)).toBe(false)
+    expect(pointInRect(50, 75, rect2)).toBe(true)
   })
 })
diff --git a/frontend/src/features/analysis/bboxScaling.ts b/frontend/src/features/analysis/bboxScaling.ts
index 3a57e66..3a3b7cd 100644
--- a/frontend/src/features/analysis/bboxScaling.ts
+++ b/frontend/src/features/analysis/bboxScaling.ts
@@ -1,27 +1,54 @@
 import type { Scale, Rect } from '../../shared/types'
 
+/** Sentinel rect for degenerate bboxes — zero area, ignored by hit-testing. */
+export const EMPTY_RECT: Rect = { x: 0, y: 0, w: 0, h: 0 }
+
+/**
+ * Compute scale factors to map page coordinates (PDF points) to display pixels.
+ * Returns { sx: 1, sy: 1 } if page dimensions are zero to avoid division by zero.
+ */
 export function computeScale(
   displayWidth: number,
   displayHeight: number,
   pageWidth: number,
   pageHeight: number,
 ): Scale {
+  // Guard: avoid division by zero when page dimensions are missing.
+  if (pageWidth <= 0 || pageHeight <= 0) {
+    return { sx: 1, sy: 1 }
+  }
   return {
     sx: displayWidth / pageWidth,
     sy: displayHeight / pageHeight,
   }
 }
 
+/**
+ * Convert a [l, t, r, b] bbox (in page points) to a pixel Rect using the given scale.
+ * Returns EMPTY_RECT for degenerate bboxes (zero or negative dimensions).
+ */
 export function bboxToRect(bbox: [number, number, number, number], scale: Scale): Rect {
   const [l, t, r, b] = bbox
+  const w = (r - l) * scale.sx
+  const h = (b - t) * scale.sy
+
+  // Degenerate bbox: the backend should filter these, but guard here too.
+  if (w <= 0 || h <= 0) {
+    return { ...EMPTY_RECT }
+  }
+
   return {
     x: l * scale.sx,
     y: t * scale.sy,
-    w: (r - l) * scale.sx,
-    h: (b - t) * scale.sy,
+    w,
+    h,
   }
 }
 
+/**
+ * Check if a point (px, py) is inside a Rect.
+ * Returns false for EMPTY_RECT (w=0, h=0) — degenerate bboxes are not hoverable.
+ */
 export function pointInRect(px: number, py: number, rect: Rect): boolean {
   return px >= rect.x && px <= rect.x + rect.w && py >= rect.y && py <= rect.y + rect.h
 }
diff --git a/frontend/src/features/analysis/ui/BboxOverlay.vue b/frontend/src/features/analysis/ui/BboxOverlay.vue
index 7441438..c2c0c17 100644
--- a/frontend/src/features/analysis/ui/BboxOverlay.vue
+++ b/frontend/src/features/analysis/ui/BboxOverlay.vue
@@ -72,6 +72,13 @@ const visibleElements = computed(() => {
   return props.pageData.elements.filter((e: PageElement) => !hiddenTypes.has(e.type))
 })
 
+// Single source of truth for content-bearing elements.
+// Used by both draw() and onMouseMove() to keep highlight indices in sync.
+const contentElements = computed(() => {
+  if (!props.pageData) return []
+  return props.pageData.elements.filter((e: PageElement) => e.content)
+})
+
 function toggleType(type: string): void {
   if (hiddenTypes.has(type)) hiddenTypes.delete(type)
   else hiddenTypes.add(type)
@@ -90,25 +97,28 @@ function draw(): void {
 
   if (!img.clientWidth || !img.clientHeight) return
 
-  canvas.width = img.clientWidth
-  canvas.height = img.clientHeight
+  // Retina support: scale the canvas backing store by devicePixelRatio
+  // so strokes render crisp on high-DPI screens.
+  const dpr = window.devicePixelRatio || 1
+  canvas.width = img.clientWidth * dpr
+  canvas.height = img.clientHeight * dpr
+  canvas.style.width = img.clientWidth + 'px'
+  canvas.style.height = img.clientHeight + 'px'
 
   const ctx = canvas.getContext('2d')
   if (!ctx) return
-  ctx.clearRect(0, 0, canvas.width, canvas.height)
+  ctx.setTransform(dpr, 0, 0, dpr, 0, 0)
+  ctx.clearRect(0, 0, img.clientWidth, img.clientHeight)
 
   if (!props.pageData) return
 
   const scale = computeScale(img.clientWidth, img.clientHeight, props.pageData.width, props.pageData.height)
 
-  const allElements = (props.pageData.elements || [])
-  const contentElements = allElements.filter((e: PageElement) => e.content)
-
   for (const el of visibleElements.value) {
     const rect = bboxToRect(el.bbox, scale)
     const color = ELEMENT_COLORS[el.type] || ELEMENT_COLORS.text
 
-    const elContentIdx = contentElements.indexOf(el)
+    const elContentIdx = contentElements.value.indexOf(el)
     const isHighlighted = props.highlightedIndex >= 0 && elContentIdx === props.highlightedIndex
 
     ctx.strokeStyle = color
@@ -131,14 +141,12 @@ function onMouseMove(e: MouseEvent): void {
 
   const scale = computeScale(img.clientWidth, img.clientHeight, props.pageData.width, props.pageData.height)
 
-  const contentElements = (props.pageData.elements || []).filter((el: PageElement) => el.content)
-
   let found: PageElement | null = null
   let foundIdx = -1
   for (const el of visibleElements.value) {
     if (pointInRect(mx, my, bboxToRect(el.bbox, scale))) {
       found = el
-      foundIdx = contentElements.indexOf(el)
+      foundIdx = contentElements.value.indexOf(el)
       break
     }
   }