From 13783ddd176cdb5c39fbdc02ac09e0899cef4b2c Mon Sep 17 00:00:00 2001 From: eric Date: Mon, 13 Jan 2025 16:01:36 +0100 Subject: [PATCH] update --- doc_network/bso.md | 24 ++++++++++++-- doc_network/mapping_at_scale.pdf | Bin 213691 -> 216576 bytes doc_network/mapping_at_scale.tex | 54 +++++++++++++++++++++++++++---- doc_network/out.docx | Bin 16405 -> 17455 bytes doc_network/out.enriched.json | 2 +- doc_network/out.epub | Bin 14146 -> 15231 bytes doc_network/out.html | 10 ++++-- doc_network/out.latex | 54 +++++++++++++++++++++++++++---- doc_network/out.odt | Bin 14850 -> 15879 bytes doc_network/out.pdf | Bin 213691 -> 216576 bytes 10 files changed, 127 insertions(+), 17 deletions(-) diff --git a/doc_network/bso.md b/doc_network/bso.md index 6fd51ac..24a1159 100644 --- a/doc_network/bso.md +++ b/doc_network/bso.md @@ -101,14 +101,34 @@ In practice, a PID is also stored (the wikidata for topics, for example) to disa ## 2.3 VOSviewer implementation -We use the open source VOSviewer online tool for network visualization [https://github.com/neesjanvaneck/VOSviewer-Online](https://github.com/neesjanvaneck/VOSviewer-Online). It is based on the VOSviewer tool which is very popular for network analysis in bibliometric studies [@DBLP:journals/corr/abs-1006-1032]. +We use the open source VOSviewer online tool for network visualization [https://github.com/neesjanvaneck/VOSviewer-Online](https://github.com/neesjanvaneck/VOSviewer-Online). It is based on the VOSviewer tool which is very popular for network analysis in bibliometric studies [@DBLP:journals/corr/abs-1006-1032]. + +In graph theory, a community corresponds to a set of nodes in a graph that are strongly interconnected with each other, while being less connected with nodes outside this community. Communities can be identified in order to understand the underlying structure and patterns of the graph, as well as to analyze the relationships and interactions between the entities that make it up. +To identify communities, we use the Louvain method. This algorithm works by optimizing a modularity measure that evaluates the strength of communities in a graph. More precisely, Louvain seeks to maximize modularity by progressively moving the nodes of a graph into different communities, in an iterative fashion. +At each stage, he merges neighboring communities if this leads to an improvement in the overall modularity of the graph. This iterative process continues until no further moves can increase modularity. +Clusters are computed with the Louvain algorithm, from the open source javascript library graphology-communities-louvain. -## 2.4 LLM trick # 3. Making insightful maps +This scanR feature is designed to help users gain a better understanding of the underlying structures via thematic or co-publication maps. To help the user, it's important to be able to characterize each of the communities automatically identified. It is therefore important to label each community before describing them. + +## 3.1 LLM trick + +To name the communities we use generative AI from Mistral AI ('open-mistral-nemo' model). +The names are obtained from the main themes of the publications collected for each community. +For the time being, we limit ourselves to the 2000 most relevant publications (in relation to the user's search) for each community. The following prompt is used: + +> You have been tasked with naming distinct fields of study for several communities of research publications. +> Below are lists of topics and their weights representing each community. +> Your goal is to provide a unique and descriptive name for each field of study that best encapsulates the essence of the topics within that community. +> Each should be unique and as short as possible. +> If the list of topic is empty, output a empty string. +> Output as JSON object with the list number and the single unique generated name. ``` + ## 3.1 Citation / hot topics +A citation score is estimated for each cluster. This score relates the number of recent citations (over the last two years) to the number of total publications in the cluster. This score is intended to help detect hotspots in the communities identified in the corpus. We use citations data from OpenAlex, which is as of today one of the best open source datasource. However, citations metadata from OpenAlex remains incomplete and must therefore be interpreted with caution [@alperin2024analysissuitabilityopenalexbibliometric]. ## 3.2 Custom perimeter diff --git a/doc_network/mapping_at_scale.pdf b/doc_network/mapping_at_scale.pdf index 383203ae5f549ab2eefc5df1dd754479e860727b..ef7b7b59f7622a27b2d99de194b0cf40ebab6263 100644 GIT binary patch delta 48749 zcmZs?Q*@wB(={C1$;7s8V`5Hh+jerr$;7rMHYS?bwr$(icRvU3(f`-c?!D@;yK3#- zRqdgO0ojOkcDUd?oNP&sxHN$FX3}~yD)4O3TTdi2iSI=&g%Uz^?i-r_g#<@I^-)Ibkw zN)N9Najq9X@HeEGTq>9~E{YWqPHO-y;+*ou=bw2cwd|czlMZfG10H}~WL0MAf8nZH z-iE7TrCBNB(|nyszx?RFN5FsouUx(u%0!2B;mv>0w9IB&vloo6UnHaX8G5-%h&yI! zqG6Z2U5OrCzEBN97DqmA%+;?W@-92{Jor@OTk{*z_969-d(>2Ehi!UfZp>e3rLg>F zgFXu(U%Iq+f{=b8KNo<3o@T>mN2JyKd*$gCvg`CC5LMf)qMBdQZjG<|ycYp_USC?% zn-Vc+i~qx2?dVS~&u4D^Gr3-+KS=0qK3u2!3%XVY#IMYu#CyX|$o>WY?bFW#*OeB$ zbvTO(PVg(fS9E$o63P;ynnoM?1l@lk-COTQM(c<%*T3?w6b68pj-8PLR(~-+(IjIy ziR`*cPe;PiGR~oW4(oB8>@wkXnSIa>S1ag+S_427e12YKv9tJ>(8^RXNp!cYCo4X) zBRjzCVO|NvWNN{OtF-e8%ck~SmT6KgBEeff>tf@*m@k0WKtyt!z+?5fUVm-L2<3m`_awuxHzMeolWGNDH^~3K)vJ*F;bC5l7MR z*vV>>eiakKyXX-O8NMx87Wy zQ04>E7s~1P8C3_ozCb7Z-%?{wi0hzlEreov_}tEJe9MiVVb0ILUbcq`{C>24Rfh@E z39Wld?^AuX^i{u;D#JVIZ}vy7+_i-$KIY$d68r%CVr94kuYN+UyYbSEZ_TXFyJyDF zuR#ol$(hy8ugPxf$Wne_?0&mxSZMG2J0gzb-9d;>Q#hO@ZOsg4Ts44{lu=e%M>D!7 zXJ>a^Ej7&H%iZAtJl0jxG#Fc~a9wSvFR+K6dtboN++Tu?$8sQ%bt;6M{lC;vSfwQN zXn-@Az|2y>etE93#YDsFs3k(#yBNRc(4(=*ii!o(eSBt#J!dyToiBd!vSE_|^;%x2 zVyz?V7Y~FzN+?e3=lJ@1Ck|4jRLDMMjcstD&Q6dE0nDr7A>}h2qbLWsoQ9@0Z4|c! z&+4XiIAZUv748?bdX6b{D&tz) z7UAb+0T#XyH1*FdePs3)KGMeICY{Syd7s`m+{rU;45EmN`Jbe&b%K*REWvIXtC;AF zh_{?Q9CNZB2+Bx{u!N~3 zf_&<2t4x(NkT8Yin)65KU=515-+r>=Vf?{d(D;lBKOph9f>qc;|JW=jXNxnTzF3V? zFxWaQV00y-(nA+Xk;T9g5V;W<0>+`IbG9H$!(! zcv(*UmDONb`HUlPjLJs=|Fb57US1AZ&ia)*boevweLEeg|K3heTjXhF2Rx*B&=zKxTGKkSi9OO?3 zYs31?<+>f-8bW@Pt2b$3IW_WK7HleR|GfLSI?Wm;O0v`lRjaw%oWEy8B7>|g(CeUU zV3w)S(?2v)OKC41zcT1;Ae_FO34a$$)#zRCqy-0BgvdkTqHF3shV=2H74jy)8^_7H z@d(?oeOSp_eCBhfxWE4i^?dhU?dM-AcBl#HGQQZK=`6qfxMUOBY)wg+I+4h<-$`jp z8%?VuaEwy)QG+-#_V(rVT7A!%_}W(N-bvZ_bg}R)f!+4%Y07itGI3k(-6Mx%1Sjao z;I#vExI6l#x%|2K@8@SHleoFH{6cvwP;@dYc7E4_uxUf1O?+TohAu zwm(HnO4yZ_I28WunLZxv^SJbt5#)mbMPj~lvPMJq@2ahyC5s|~6B&J0rcPw06~Fhu za(_8p@0tMXP{xGb_Lx7pK~L>UfLNRJlga>=VIfU%{qI}dEc_|%e)YZ^y){lp3MW|` z3VW1-b~$(D!%|q?*oKdrPdXOgV{5S>B~>3TN={Y`6AZ64YYgw}`82L=X`W_P9ywuC zMb<{1@gi?Jwh?fac%GaT@#L}(_z?mVi;N2WpN=XB>v-IZ!wu5RM$5ydqKQQ%2a=} zn|F50i3oM?Gc9-;AGx5ZRlQb@m?64r@<()X}hs6yM9 z-x|t6^U;^~te~-{7pnWGLs*n)Vd6mRcm=y$FV3lZp7xt}=(=8ytn~$|`i!Lje$9Nn zjg2SA!w1r#6lMm5qGb-a;$s^9=O}I4B{-MPv-v>_2%h6CoFM4(nppoRs3{Q?-Kq!? zA6eGeIc{2Z(;~-6`Dg6}nPC+S_8(|cw29RoTlEU&$)EMU6ANNSfm2956qW$YzPB^@ zC_oSTxh!O9UZK%rRXGXyB&*C@lS$hCz}ox z5sx;$B4{Ywr@2V*w(6HZ)19edsX5Ziu0#52r#5GCj>%#{xM6b8M z#}F-gm3!L1d^i7aekGT)tI7cJgtih1lSOJX=kTM$>vEBAF~N&!;y7kE8Mi4%0eZJP zqYs4Zhh{h(e#44^Z0TP%@Qi=jAJ1uDP|RkD!084b!r`ZR9*$T$b~7M`AYrP5TUi3- z5G?Bk8mgTJX;oW^dA8(?Bl6ipstUpLEF2@u|LKL+MG1o;PM&imAQb@1dkHQNXS^!y zUgsjBNm_Cd<_z592^bN%~SbndT-!jfusj5y*(Xi>C!KBx$2Y!Kt#@gVGy>ky)S z#cmrRAgr0OV)Z-u(4#yjWz>g0C()da%x3$k}2u$1#c7|IK4+W6P9As zXhEWKZ9CH8ADJNkbcs22g2+ufYRA~%SKB-JCfCiK@h1b3C9(QJ3n3W`(F4`b>z+gS zUDSg3oWW0R8c)3rpM%zph|eGqtIC%vO}s)PGC+u1L8>3ATht0T#gT{BO7>e2YYYTp zVYsf6gDw7+Kw0E+vh8wF53|z0%~{qL*_DRe#z}U89D)I3=pZ{Xj4#A%9i2)Ew$okL z9wJ^F+gWW)&9a^DEB!RKsY#{IyFIuaU|Nz$V0sQI|4dz?sil8k)G6^wA1t3K2`oxW zGo^g_Svf?Na0>^3d7F3&--8#u=ZzxoPSyn`fcz$(Y0kjj=LTnO*0h_^6s3FmxxYc8 z*Ncv!ur@TGJxb6@=FTazoX@k^Lm05dYeZFP$g<5P-A`Y+B!XLqn%;J5b6U5wcX(OQ zl|F&xrO8zL1U&+Gp!zfQnk<_5k1R)Q-x}}WPzsnT0eKQu-6H-*UgodC%FL|S-)OGPc+k%yrLK)DeSr?F8@utk@NDX zla52_EOm$wv%%}l_5FkDRWfAv$LI65DI4a1q{?_K1h&mUwga}LQSMeHYlcGtM7FJ7 zD*hr&MdVLFLsOvdv@PS-d$m*wG=kjbSc_||PWUQZN<3X08t52uMiQ2-D0_ihe(iD- zbQiu(AUf`a1vL)#8TG$9Jbj-y3N5vvX zxEq09$+0|`Lrv4@5`BxelS_?#^^2JOF47FQFq{~mwHric8)-8P;%LeMXC&}pLV_%n zE0Z+HlpU88@9`3PEF$?YS`!Z$HT~n2TIO2$rMxk<^?<0yB?MFTdn#a;B}+9R47HG!x5#4Xcr^!n{xMEEfDyFpK-CFAx_*(!S({ zSHKG;)M_6HNp=b4voBKPr+gL7y^vMA$vViJW!X;AQ@93F^|9d+-qdH;xL!zjddIC; zV(AZ4NloG1>k{*bCg|wBUA07ED(Yg?aX^pCv~o)y;I`2ZBqv8Ha*BM6;GNJO^oya8KY`!K?z1p<7$WqTrq2=c}!&sW_vLB3^ol;+I$JsQ?4z|>bl`o zI7ve(WV$nnV4~7l^noor$9~BAKg-5-Wm5`p$*W_&g@}DLp`n~Kk9&dk%1T%5>m@@S zF(Z+%z5o})YQ(ExvHG)ru`h6|SIvSJF`r4wj#jJ2yxjlJv-R>e=wzEipDWRellkIJ zts(3&FGCA)+3@(Y5pK)rRmF=sK$FM$5MYYKIhJv9*qjVKDTvBr1`9T9hw(gOWFr=eEf;*9%=P?5`Mtl7j**3L3?Qxz zqOTOI7uDZTZMQsS6rZWa(Tb^i(7$wf3(5+%{nX!p3(42*kEuU5(>2Slxc z5Yq&|k1~nbx{2z_RiQgTSSA+HM zkB~5DM`Ncaf#fjGpxNLkd!zijqf8E-_;EGc(TZ#tFq6q)w{MIz2>TUse_2h;w8)nm z4rIMguXNAP#@q^Pmo4^H29pv~GA3?7Eb@nTsS-sS0D5%kR6NQ%{#O5hhNMAfSK_FJ zrY?UzUZtQ?i{NUbA+K ztMB?E@YfWFOFET?vN*bC$^CZY73pJgys@>gzB@dQFVg_AtEI(%*XPbkwq8oeIDc%R zm*ML7PY-!nUdb=_-7M(kmM&6QzX>;6^2VQJkm;4G-bAD`Ozr)*E6s{u2^^Qcwhry} z3%cNpmd-a4%#0d6;xkP~f2l{a_I=Ke-Oz=D0lNQ$+*+HvleAH?mv<10ZoDI}gI=7G z3WbEy5RJsmCjtwI=UwBo$8=Zjd_v`z&Upq>&TCJUNRq&5mviY zSqB?>tn|!dF|&R4n_uvIr)>!NJAb|E7?P0_g3Nf3Ck~t$x?;U4QUyOakBd4P&KS2 z5nnty(|$JVIO-H->?+i8BSM8sz>kfx0B4Puc=EI&50u5c)Tk2iW3>cEvB^I%8J7&w zu<_1(gR*i?$xSHS>-Mr`w0$fF^9_&OtX{ZattzFxWzUb_X58GmqDz;a7h#yaRrZkgGch4NX80i|lJR_q&GObp^*WXf zOQv3G(&kt7cEpKx4(b0VC)iXbkGW=LahKH9y^hd9u%p%y>^47_T0Oa51*WJaiV*Il zq8ra#KHJ|hP!g>Sz{GX4GA4+MvI03;x2GzbKaFmV!->Ii`ar?+q)wWdf^4ZHhb1g| zfKilsbRlRH#&XD}PqQ=OVrRD69%$daL_1~uJ5;s3j`adot5vR!cnPNCdj`(3vMUne z)Y2j`3XQe$nDZ6nd+t90o*+WNu%txDm6qmn6IMYL<<>gL4{0X}_J#AvyoS~c zx&cH8t@WUQhjx}=t<>ZX|WTHNf3iEi4@u~b7)>U6D@U;({LJ5Y0C*#NL8R(N5^ z3s{ylu#+C*0G^qliC#F6W-v?8N07D5IowPTEkrdt4tZ}(K*~togNmwd9QY??ZEZEq z3R*Ov)>s58Oh6e>)m*Yvo2M;|64K3qE-Vhe_q_;>_Clwpr7f!~YapMQ^SF!)ash&z zA60o-+x)#J0d55KB9EA8eF*0MQ3)C_H8eRX9gwm(Kc6(Xwz(Jsd0{-ccW{Fx#DJ%x z5kR#vNC@%@xPtP6e4`B!n8GH^PeQ$T1RAu1DgA8%3DOPhPBiTS_y|apMH7kLTfR|) zVRoM?OZvBWK{SYOi0o`9bic>clvPx~xHDISHUfy*;vvarCMPC0f84w=;T_;vO22c7 z5DU+34jyVCAAYy#ek~t$FHrQvr{M6sbg|rjJjZ4Lfg5^$Uo%H}qbh(X$?LSKB^P9v!V)}wBh?(s>hByK9TWkX*4{`;R745sp(dqLqH}BV! zg+=g8%LlkfFQUqEp`YQ|KI&BYQ4B9}h-TqZ z2OoIOBA&eM!6Zy1F5y73>G9tC<*S9(lYz|F;hP53G%)cEXAw^S7$Q?0j0(m{BOHiE=PUZY2AVfen$>AgF!&$S@=qufsEH86nZ+$qilGPJ~rrCQ zfVXEp;3Li!7Pc;pi4E&Om&N5qjBs5SMVuIX`2C2e6%#Os`tpVqi@gDEYx!V7U>?A< ziKnLn7$AZ#6T8DO-(`zzqrqt^A4!J<*@^yaOL{>y2U6+@SN zs-W)0hJ14=nv`4eSKP5KBiVubWGk5XBy$`PJ|MVo84mQU3xhvNd# zPyaRHj`A!Z20K9*PDaSmBoJo;-j5$JR})UfloCa}2v2<}Xp?ZAw2mbquGMkB&M$JSw6iy+dTyC7dATs zVofYgwv?q%W_&{qkCY6`)OssDmJh>^u6f^4uiC%;vf&W7r79PnVXgZX)bRl%pVef{ zhdHr4K-T@!(ndc>>(B(67?%hpazRvJ$T6$|n zJ`O{Cm=QchL5d$r#_^e}^{*i$IE$+&y)IiVmCz_x(XRf=XCu00#(8!T`J&<5CjniL zduJR_Bc=3K#X0+dvZb5?b*}{sw$aAIZD*L<$OFv{njh%1+3zYmdS&VOqmc@K?)}nu z|2#karmlgBIn7S5Do_(x4**SU{H0)K!?DOlRrgUnx5vxsuhtkqPcV;+k3n8p9^4Wf zRyWouJA_nCyr;^ae3mDEHK)Ut6#ivvhs(8WWn}NEaVk&w3X@r8{jLZ|+qqvJ=Zbr^ z5km0mlpi02j{BI6)E$~o)n9NBOCuq%E}kMh^6JVb`}Hx|Z(;q^$`7&AGEIi(UK!?1 zTpHnG3i&NpTNnkE&mLG$dM16SJ_1W`b^iS@~Vlap8 z0Uo`_QHDWS8z*B_F(D6V;3-4+Oiusl*XLWZW!T(1`gyoA(TclfOyia|QN3x?hL0e5 zB$@ygGIa|F&w}J7K{W<(c)LEFhPNzKeJ^csKl?0}Rq~4-G3q09Uga*{kXtWr^YE5} zp}3AOjurLr?wUK}F(k7g{@cu`kscZIf*jhW?*`8A@toY~hsas7`$kPzaM+ogg`7+sXRvo(y>1nMn0 z4y&JD$s_&aNO02h#PR;I-}I46t)s<|G&4S_#m0%~Wn#TGm=-MhO2qYi-!B$NU2^7e zO&38Y>LgGu{lOieX3*2+_j>#7#zgT%WpWanEEwIPO#-S`GwO|Df0J>Yz?LBL+sp(? z!%;FYrjZ*n>X<7=U&3gjR2CMEYo>CFW)^#hj`%FqVQ}XKXMyOU9ZB+b+_upA%>I2+ z&!yWSSa7v$+4Y_dKSty*zW|xpC&S~HNp92b-^`Izi?t}Auy^)QpgMzEW{NVK>q58c zNcDqUOOV;96yiGiAQT_J#yyV_2L0~SK7nyM13OoJ=G|ZUP7JCyF0cJ8=eQ0`G4^$Z z$4K-BpP5eR*Yehq^rAZN{1qRrf5*o`Mebg$bSIHGk@9I)OvCg+X{_mwhsg|@*i`zH z{(Z3lL}dx!{_f_!ZPeR6iAy4+>(Ymy+TB#8ISB7W{M1xIA50&#H%^+!alqT8@;X~! zNn+3PS3fpFAReS~V)SS~X!G(?s32C1joj@k+p1uMC%wxv(i`nhB<$*AS#5{UInS+L zpFedz@E)h)JB2tP)=D2Aew!tJ)I9h{oZK}0jMQ5|Oab3Ip-rQwr;{H#((m)qvQic2 zx&>y{H)o|Q0c&>g^x}FNUdH_ecnRT{jxDcCIv4T%4f}<|=&Ts)C%c?uP8AN;6}4ryZV0mZ`yg$?1CMg`r=G{srksqLRewrA((|Can<>99U%dlE7R)vWAF$LDaJD zMi?Hz$ESFDpqoWiP4EP%Cgq@O%&*rpH0W9H!wRX*CAg7L1KFzTaiukf;o~!=U}t;n zcrRhN0WYwM`&#TJp~l2!o$+NG5of#_ES(2Bhj3KTqdb?c8udi+qaCivH2iQ2C}pKO zA3@>3N`tYkK_6>@XU#e~#Sf-5)mF;Rp-=^ebtGBv-7NM-HPJuz%#YYW!Oc+JI?MCy z^u;ZnuV@}78IQq;xVy4bB1g)~rf&EvAg3XV+p=gFTGbSzq~BCEYIv!_?{6mWQJO}h zz#E8^Heiv6Ik9DLm>X?=YKgT<+^|GCf0 z{zQLR7eBo}KXO)R9e%$TtOoM?m3v{km|azQz~zn~(%aosvLyWDRlY~9S1@6ESdMZ) zE@$uN^IzltL#&6@hn>(1Q|bNZoEaUEIIo)PQ0g@IshyOfQ0z+9$&4}^BkQdU=FC@Q zNN3BNls+{}s@A@2UL7x1(+XBe&X-EywW;W&EF}FU@H~1uYvsv8sQYj^F*6iaa;3R? z!*R4Q?^Cc+=FSLeIe_IHh{5};*~Wc6tA{8w+Oa%Wwvq8ef%67)0p&S5A_WhqOM1`s z{e!{9-2^}WRg&cP7l@6%aI(Z9TJ6PL6@d24du6pB+^{PRjFJ+r9FfCYMop{w={{tb zi8o||J!J#4eJt&<5uZLLl&|6V!XwwaspXb<<}@XvYxd@vajG>`PyVDwY5QGQ7yJn*4iZN&88}kH8RYFD;~Nv(hlSIYrG^* zI#{NqfN*I-2AgZZ-W|^#Qb2Q1jcBhfg!dvnv57nyl~pAkPA7IW#_<%$Zxr#!vOC~{ zeJQ3FG|aiaFoMfB&ZFf>fjenFE+7)C+KM_`K*{Pe$hXT5Q(YB; zt@;Jb8H*#m{^dpZ zl_Rz3@xq{|qh8ENnsK#vSrtiy*F_O1o~Wc>&hoSaPmSnD`-16h~IwJ3Yl z$sp~UazI7XD5~}(m*Ik%=C{T3s~-uL4P=hSM_koDCb9!}JpRRp8jAEps^8CJFY$RW z3@pMDL>+BpnxrTZBzjA#T?cYX#y2Iet&9#mOB%1SR1X1zk!zbvfoqr#$qsDyp!ohKOrsK} za#+v9dCAu_g0;b4uWWKWGQ^~yKlfq5i3FpAW8T+44YF*XXbdp`m9&v=&{_MIQ_*dO zNxNM#1EFRBmSng7XW0|dxO>?TzhgW3K|3+}9j}g{S}L=Kch^sr%I_ReRSDi&lQ#3W z*-v$yv(P*+4Wkky2Jd-hDzI1=9CwKcDPfEt;i8M=Wpsbf;^E;=Dp0N(yI=oV>Ok^u z&QE)+S&60C>@nk5YaZ|o=3HoWP^GVgAl6!vhJiicg-ewPePt~?8GI6c8NGruwYU(q zX@dLxbn>c_C}%h=nzcfRor6(Cf1YS+X-`v!(jv>w&~l1WOj^1l=_Kf)55Fgdf~(Q8 zj+^A1bo1xlKqi<(C!QOxf#-oMgwkXk^?N@r+wZx4pU3s1a0myVh=C6B_?dso=miwZ z?`!9PCxM(7%C-t`H8ISN$J$tbw9v9U%Mjpnq3n0{ThqPc*xSkIx9T}fa+_j`EOl;s zD$U!}!_?N@y>toK$BJl^bjEtkbxXBW)4{M95C>sfk)!u3f8e>C-qW?n+H#qS6iw&5IjmIPh*1k#qlshekx~b?qzsdn< zDI~R(+4BbXaJSjFHmM8mqega3;y6lYJkM>4P?I%emy3Br-x$^41;*h8n{rfdW z_d&Bzf0V0CM7dCc_kGQ_f=w8+;FIu+<&6JUssjCYpFhGN4>SRM=Fnw{1tp)UcA_{T zfiVIP-5m00?{Ey$+Na^I`jyqZce)7hc`=3bR{x50tRv2ZmWe^N2+21i6xfN2sy|L_ zMC$Ty`wSIUo*A}*iUsL(ZW22zvlR8=J~=X{wqiv-^`QGMzv6wDf8EqYA<_!;9W_No zZb+)DIN7BzfP;^2K#{)_uezR1RPy!@X6``N$9tSMV$r%t3iW}{OY;!RjU%xmqD z^Pz)TDbAy9YuJE2cUIr0x+ukKz%^f9B`4&FrWh+^JI82Q1(;brjecC*mjxmIV9aPY zsL*5K+E3@A$R(125@%@%@PX zLPEIwj6cy-uTfILXpL`QqJ$gZ4;yq#|Km{CnOHH_@X(w9KIG}tHg0) z#6|eVSUSiq=&BPb-)J-?m(}0gX+jraa4+qzDw7R<22O1ZNp5z}LH%eT&1Suf;~c8M zb3F0r(iM@D+qv-opMv9a%(%M2mO!9iU%EvzDfcV!A*}GckIE=MS!)mAZPtF>T(vH! zN$GT^V;3!I!9GlOs@9EORmdmoa@Y)RBRVH5XSgMuR?ClE?)&P0ZR%epZ$2=is}Jmh zKbGZbf!xn?4Y6RVY;-znVl8gKjpK8hQmW4E#C)tXj`Qk@Du&3jj%Jdf=R1)j&&toy zOFzmi5?a%Yr>ZxIkmUGpLYavWXMV-ptrS|azGT(slbUUQ=G|yk=#L-pGWtBMx54n) zU^lz-FLqYElOWq291}LdBW3-<=k!A9;XvYk=twUdp1$;kDzG?K&v}EWDQ026V5k=1 zdNXm+O64XKoHBMV6E2XGucThb(sq#a&IJTdJzL%L;&ZO=LtmQiI>$KiZ zolKQc8B*?et*&`x@hZOdZt{palpA6X&syEhG+u?4CQb#n#k?j&XK;78dUzIba4Tlg z{>I^h?fy|(`l6cIWf(NMNwP<66e3FL4Elz&51dxn#lA?ujwq#2by^Q}sj+q=t#!^a z7*xG|EUZy|nA4ei(5)4G*>pDf-!KZGlC)2k93=JAv-RZfwIJ}p!G9b9P;zl*4wZS*D@R&h~XCCU^YkV+{AufrW#zbO>>%#gj5+eD^ zlIy+R_Y9$S+ZYlR3^qD4+4~oW`os@`>15UM87y`VW~zJT zI|vLQt3q}Od*!xO{b5h=1gn(^g;>}vQV@n3aee+yYS`shivdlS^Rz3;ou3iyBBq^DOvEg%=(Mkkay0$0crhCk=y;{OKPS{XAGcz~xy|}21Z8tdL zsWqe8lgQqdwxHa&r}Dth(JOmd6fA?dC8<3zxIx4~!5l7{}!Drsu}?^9-|iMF3E zDRLjO;|qn>$?QVRjKzd`VNa8)j4F4-(+ZZKz8+ z)p5z@(b+VM$-Q0lP~G6vt9;Qp)&|?l;g5nQ5c#bVQ!s(^b8xkAn@?uv+2(UQNXx@3 z>BoIkqZw3!>4UwLfoXZh*}m$Y60{AbY`;z$I>(n>uMGV2h|Gn69UlsZ?Q<1D&6bzLt-|(TLVSDmHEKdR*AQs=NQDK)0Xni=S%*Zw+F(u#!~L1z-?-S}#4+8K{J zJKCVLr!cm`CsL}IygF>3`*ni19hD0D;}=9dWBe43tGZlpp68%EdBju>HcUmC6BM&{u%oo$v@(y&1u4 zK>CfBqqql-y3}zCb|!;);q;pdBZIPLp#`Sq?o&91p07!MsW+B3Rn#Y#6%uc1SzU+z zTv1|wB^P4oxDLF@)Dp=VI9I5+Fg=?iXM-{Gi72>SOo6DMDOII;IO#AARfF_8rN;Zf z6UYs05z(e3!7cGQLO%~?y1OW)sP!CLxx$$xJcifJk389YQlugzu*m6V=d+a5x}8dXkPm7UEI&%jj~wb1(zo>ehbJlwxK^lyXS{)4M48B3c8YuKzs( z9nF?Y8eR5;-HEFoQW5jlu2@`P)~RDkqvf9)?}AcSoAS^miPUILo81(*^~~n~Gy~=R zTIAG}1r7fArc4UGB!9_1arY(WB3P~4?%c(SQ1|sG)Fm_PpqJk@<18GFBO*jkCJOR& zHviOa6%(u1MM8AlrZCqrd&$vgf;17k_6P7Rg=@ z+Stm*`ixHiVQO+l0#T?=(%uBZDgWO7yqplWF#G-O(+pa1;tx`HXCEFl^80V24$|Er z$%%0EGm4o{R#1t$+wn~a?>d?ONqpGUzMGy*c1zONXz6Arzg`<5q2yl&o~7@0%7a-$ z%uVN0hMDR$Y*pg@S8fP$fgmN)B!~S=c=B=H{@CgoptTeR#+*4~RlB~sJQyNtgSN3{ zo6IBwqpfk|#Y#KWuf8nP6m#gPMCg#xN6`KKa0Y_WV4HZhw!#!|*FmsbR)Z7vx58bV zH{DpV9fuj67-`>th8<3FM`LErBZ%TYCGk5+d>X?zZZ+90%-8C@YQy^YHU0M)$o+79 zjzpg*Fj{)kCBu~k-X@up#?XS-XNnaN+<@_l|8~~FE(s1#)Rt{5V^eO<|E_7-kHl3( zOm+DNt`G71XXn;Mc2q6z-iXFoAKFvQbzX-M@%g--3%>2z3HbJ5!F(zdV;}j-Z)e`0 z>nAu1dYF#mgm$?7U-;&kit8m_8UHG&53kv~fcoO;p4fsCuZwbeSDz@4sPS3_8U$v{ zqmwfPwZAX+WC2`0Ym7X)lg>qw3n~cbh0$h9e^~`U(}|#dP9cUP6jXGnA?d}n@at)L z&k=D$ZqK`gv;0jcI6$vjz^`lMu-PEDc)|W5*Ko8TF_itA!;#?R)CJNY2S)3Fms-E$ z9MJfZ8UNd>?V9JIKFm$}gVOs5c3Hrxp<}j(lVfe|CgRHK+__7l%F&E^w@k{}UWA<| zaA#{inbP9^5(jmoKg3aEW`L|jc2Q<~)ri2s5K|t_=vqO^b{{l{b4KjAWX&KsCaiW& zg-kOM3ugI3mi&% z&sZ{cVCtXP>1&bm>3Uycma^TgDH=Ui4%h-&42j7~_4fU;_M}E(E==B}KA36@NXwa= zmx{ii__#8zB^>BBTrKZ^tP)wvE9Xmu(ElyC@Fe&R!zJUrN}=i``1Tb^ zQIP%7$iw3T-R8&Q5b@~X?b-XP1Ma5&b(R-*#N-!cabpag<`{0|!|Tz^OJ=c%7-F~d zr52>k7ah<-?WfK>L`n6s;F91~(q=P>e)NL6f@j}2{A2kjZ@=MR-daEHk@s=49Sx7b z1agcMTW)kV@v@p_!8WcTV#sUzy2Y*)tje7kENHn8%F!HTaYYQb1K1wCfhh5)0zB=S zYDijQ*(Ahyp9(c3N3xT~KwinFccoyTd70UK!I>}XKM3w=4#UcKBSEIgho&}ro(M<|iZj5t>K=oer4 zLyS$wYXW+cC!!7LS}4qmi|smd+EUdnc5(kv~pp9>F9IX}Tv>P{nvRNr5q zA@q|}{#pUgwYQ1iu)tB|u`q52?z{xEtV9E6Tgxb$WPXFcYKQUz5SuyH+xy{0HqGCB z_W52#%QDzDUUPJQ;5P&FFN4oqcl~c;d(T!dX)W3)XP@2< zg%S&ZlOaF6sB=_A=?OS_u?OR0^VE%sw0xO>t4oOKfVk(t2e&By~gcBnydZjZy68L$$Qsx#p^7| za%_I*pva7oGc0H_T_59kITr|pbO~njebOueXHe8_jLXvHmLWYldml+2^bYt;PfHNt zPgI67xH*SEE40-t&-YY0a-Mj9I&7Y5?>hXlGczS~>o?g2w)?}8aotTg_@&593hal2 zEoUJzUR(c#?%F5{^04E-xa)qqA`Tfl(JS-$%oyOII>!qy>r#$s{67FXK*hhN%uv`N zijf(Zk?+nj5&eu3Lp(jv9V_J-`FuA0RRk#`u2EHS9#y4}heY_&(C}v~K5+Qez!%hf z4Y_ek;HjI?YbFquWVC;O#+8`K$;P6L0B}Qf-*a#xm0}~NsD7HRwNHPL~Ra_j{$tL`jly{>!Z+lYNC0__jX6};a9#&zU~Q8Ywlmj zzX>D~1t;}jR}9HE?b0UkeWDzZF@3bm5DKY2vlf{}6a27tc+7v_BdwD^YYbMG?pYW` z`*BHnhS_m(^hmmvs(FU?Z0fL(K!Bz_ga@pWj$Yz)sG`4I!u#y3&3yVb(v!OOir$(y zDT!$RqmWdO9nyEz!)zaW?U#t~^J^A(wSjMDX+B`XTaye^FC#l1y~CX1HoP)E!Kgu$ zJgqKK-1-K)+MIu1Ge}|Y>pj;0kq0?1xM=t+n+MNp(6q^nJdo=<`Q?d|a_JRRY&TbK z!zX;FP(jo2nc=eZG?H>Xxbil`CzR8pqQ_{F-L|UQG=^@Bz{PCg=&8(bUvbAf7jJ|W zg}5=qqMzR#jP?C)z6~aj$j2r+oo}Byy5PXR5C!P%hUa#->yMpH)f->tcrJq}CR`GEjfRk;C=9h*6QHfHh#|je;7TKEd-p}^Wr3C9 z9Fz6^R&IZEWwDRJn6*!C`G%86?v=2^diWF&ENI*qK%;2eLR~Np^~ueOV?ggjol;NP zfE&>r4jIS1{c#-G^LZBE)-)VtoUgfYAx9k?z%=OeS;zFMaX(VCthj?UcMmR(jxnDW z71cPy3=39B#;?fQBdv!mzIjIoMb)bRwj-~xhs%Gx?(@r>dSTuPrxniesO)Bba!FXG zm}jeODTT`9=E8@G7|!~eo9Q9%m0ps4@hSLX#{POf1F2ZHhVbRL&r@aq%;6QyV~Q2h z`?Qectq20;ur27r!K>BDl~ZF)bZR&rCNwwXdk@X8wI5ju3D!yJE{ul81D8}E=I}eu zRJnf&$%I;1T)I)o522{IRxTOQ`Nq~=7tHt(J6~MpP3V31OF6=yq%rwUaPLke^F5hy zVY6Lot!eCev}#Rh+%|e}lN^;>WvyRaK^`HrUCecyFV#Yv_c#EH!NQc!NnW$nfm^+; zQq<}~pwwVIy^klI!9K89=S?nJaitD!x{H6J^+A!n-Nx}{bGTy53&}9ngHOtxP4DI%gWJIw-Blrz_cmdFSUsq~K-6q1>r-4cJo z7&islY5U#0S)-dP?iX+?In&P^P-NFX>QP#~6?0(?t z2W|*_)PV29$5BOE5}M#be^cq>+7>Q6k+>LUaMSTV{mZL#_6yV{32{4jctVy!wooBm z`pgKWhisb;_^~3M0)@QZpId)rY@*s_P~TvFcw?HeHA=nk+8be@A&*nj%o8;6CA1S0 z>essuhN9wQxj79c0<8xl)=c_H7omWP4&yDlUCdU(e z5fp7|Bel(^rOBoe-yyQ^j4)8_r@V9dh3!^jRt>{i`+A+Nid)o(2~o4bS#1h8&iGv(t`TT`SVF zNkg}$K0V(yf+lwq2DmniCXd7qTSaXcUnEnQ!mK1+)Ro>gaTqqG%R~#~OJx_=5iI(~ znEB0T(H|=kMy%#{PLkLr#3452y4FoA(6TFuXuIt0a!BrEqo2^v7>0j;U;|l`27exB0jw># z8N5r;5xldBD(r0Au3NC+7si18WUS=f<|OJVqHEyB=XlV(H!{|4;_}gd&Obl6AgQpB z8T3|zO~)af;>USl?tR7h&xTno|6rQpV}e~PIwC@DO26<+7x1`%f4) z)HE=wVbbhVSDf{s7rD{rPwL_2?x>Opf*WI64^pQTYLkEerZdI*X>iWG$4*TK?#)63 zSu>`9I7YR<53|3rZ?=&3S+ zq~+WkU~u0QT7b1^tJ#4YR+5i&otrnR%bVV}6sy-Xk9e$@m$eP1N`1odl`H%T0f~1s zXgR|2n}UBSC7Uo2jzzZ1YckG8+VwIMX`SLyUc5xn6|D?LaHhD>>4Prs3-Df8lU2vc zAP$cljluSkUULQJ4}N+z)g9^(3{JEf7&jHaEI*m?A(=~!nLL3GndB@O&%-n&a3u#vU-<%dKAoC(}w~0R9WZ4I|CkqUPIBZ&|-o=!Dgq8Pe!BbcK{K7nJjh;hpD> zenWply7%SZmn(STb~jcO5d?(!m{8>xJsp#yTHDtaGn5Tr)EatcPYsAivN%jHx>Oz1 z`u4bZM5ta+2qVPx?|dXfu~j8)SoFbmD9>wnfxk*LAPJpqUIuQQ$UpBBL5WG5j^r%m zm&_#9g$en5aPW!BnIQGGWhznNH{{RZ3R{1iV9|rI55DnrYD12sa9Q-T~>J}Mwn zbvGyFgu?pLzu&~HVrMHW4rkMQn-{UR{tCCEd_(LyxL5wls1U7*%B;j>f=$$d`}YrNZy`=$D)59z9|zC0C9&_t*y$Y&FxLvRh57IqzvedEREa@ zBGaXDmRRaW$cQyih7Jr^3Kzls>@-&5GG zSB!rAv7WMXG#AH&s8MN>s(@siwSCWNEz?v0|C+U&U>ZM=BDXEP1&y(p0M;XJ^U1m zWO5{oWnq(>W`3@D`=mm@LQL+Bti>}ngDo8wMGf?wa6G+ly^zVJ8gtDd<>9+EhFPKg zdN{*ej--Z#0mF@oEPQ_+9ExD!Z?GoN=e^Ev36}+Ee(kskqhQ>^52jDR)CctnEImLk zsZbtsucj|W zqJGX;37ueCwa;BA!<~dG-dT*!Nm$Uc#EJf-2ru5Hv>Q$T!?J&e0mkYXvwE1CDGD%I zXZL+9CnA-yX@-mQhM@kN~cpK)9;giPnjO;$lCZiF4Gi^}oSj7CnkQr@F zzc}jHiP(Yi+NsF`9f{2VD}M)B4LjZoJUoPKbRgQzw5xw_~s&~4fa-CdXSM`X71>Y35e#kQY$;A^M_9ykl5WVvs z#0?wIy@r1S8ee11&v4adEL=6IE?05AyM_O;_{B)meA zdx$4S>uamJ1DF`dFromf#QqCAd8E^e6s^Y0FW2-!{0SQLYAExZ1xjDC4lGJ%_?a#}?l3JB2*@$m7E*Dewtk(hMi|CH-@3W_)v2y~ z^z%zxLzGIWvFexo_SuT->Z(su@s<<2__#Y!H>*np!3lT=Z3f?Ui4eTn_a-#;7T{}8 zSGj*ena8-eORD+se8PmPcJioj0AGJzyFaB6tRwMjnC1>=ai@HouGdr4n<%!=u_QCV z5+aOLrPrFa|47x4Ieqq(51+0H7*{)U0`(M6qRK(}-~XQ)T3D$MDNHe2{>oiNhtpV| z375sq-yg$A$IbLdG`wc9xd+x|JPD$(!N3$BQfTv>m@+5vrJ z_0p-P+hinBlPT5nP%H&=orPMsFE++1BF>`c9Sse2B7O`F(b*MVpJ9^R(8z2t-O)YB zQW5g`mVc@_*ezCse*CzuFrQj$*)X3Z>6aWq%{1iUGnQ6-+_D{(uXwoK+p$%}9Yj^n zCDot+<=8*jHS!ahXGLm!8A*SqgNNy}H5d)n@2epW40thXxvzpR9X0F1)mhs%L){)f|bn2g*C% zK8X-3<+!O3w0%}2*DYU>ATd>+!>;qJcO$ZSPuQ8L>Cwt2hQ+7!(1`ZZ^_ewEPm@qc zJ0IZrZn%;seB0g9)uGT+6K|d|NSZwK$n~L;z1OUYrc>y%t1~$@|0+44h*XaIm|Ef0 zxwO=c=o3~bK^t6``@Vm`Oqm3=nBA;XJVIrk>j#5ycg zvqoQvM;^shU8%WyO|V8m6f7Ys8|4uwv-Z`fIimq|x$Skx#$aS|DcdabY8#F?Mnqlh zX>TfqiQ<(U84G`lEWtx=&O)wb=57+}V_-5PhaTQ-YAH|r2mA1wIi;PWM!5gSA5k%I z65C4iGSO+N*A_qbjj$Q-bkt>b63t3Jb1$4H>Z-KPz=xcnRgg~Mb#s{&O6EZKfl5iP zMGi?L?rgqqur18K$&z5RP>^huGujAqfrV?iaIlG~Z*5B*>Ma}!#fAUJgQ*`%SXUWNACR<0KE8zM`~m%r zti(aky!wA>L@lXw7vWH!oTH5u`?r5GLr?bSAK zV?p?YglwXT2y^ISMn>L-F|7J#BUHoG#r8+2GbevM zpr$*tW;R~i-vk+M=CfGbXN=+^hU+bIv}3!T?c0#C^iNElyoIC%W^YVLM%>ZxJ({4Y zI0S!av?_b0C8wG>5GC{5*mfDb#@31h`{~ftn<=4s?CijwolwCJ*aYHLrN>R8k+>cl_wi{hAaYj%3Ho0IN!R0bdiIkwd>n>`DsY%;aLGz)U{6(w}SknHjAR+5K&T@bG zNnOu?faIpMQfG0s-+Lq^=U0@Bd>;F-`K51hjtCtBrYAoK98oK}OUwtucafWJtp<&2 z^_&*5)$g(-+0ja~=te6TmpXFeL%qW<{;tlbX9dWu(A_yL#qtQx30>bxyUgY|#;gki zmZN)x00YyE=&=)$j+Sp0D+QJ)C*FUp*D*3C3+_G2)89Ui!e7189`YR&o|0M&np?XN zIUJuFKgLGf+rqL-zPc+R`0^uj;llqWW3 z!ASoYQ(}<*du44^&g9*@quvcIIBaaJ3}#(n?%AaBOl~-%FpAB@^u zeB@zIC2_{3ZzMsuDn4=(+B<)xTHI_pI>?6$u0KC?$|tMZZWl>{B>=nONYzGOocMfE z>@^GHZH*L6PI&jMOMOZ=i>+8?G^oL``J-BfKOVw{JvcknZmV2U9EF3p4w?55yY!qR zQbxOj7akU_u0o>CgOS(}&ep0vsxz~qyfTEhkl*{R3}vr*z>HYsjb?v4OM+6&UnPCe z7^tT3LiOqcSS$E6M7QC4lIDjvmAI+fwryr9bP$2gw=e9NWK3Nr3eu9x;fE*G(l`ud z>?})zHSgIf-xbs{sNHeW4T*2?b@#6)ZB!n0BxQvun}UR^OtUwNQ7ESJgqaOEy5WCN zM)DWxHJ=#G!wcU;zdnE5d{q|sN+5dCM-Qf@AEtpK{c#Q>o?`Xo$j3D?V-3MMXk9yx zTKn2jbSlcu7-ja)`pMFP`?nkvJ`DRt8AGG%h(q>qjJKpF`k$|my|{|??ESD=#WTv4 ztb2GuYnhHg2>b#aE#a(EEli5}@dd*ayhX|7k$!gHaXz?n@@;=LZly0d2>OY5;9KCK zzjhw?jV`Uci04WDTCiBQhhy#88z86RL(#AbZAK0>N)+rS+$gwS1$WZT%w zCRH);<+Xt99HM`RmSVW$j}Xhq)|lD&j_jm@u~S5SgZ8w$l+dLvY)@?rHQxM} zu%w6MVLieaX^g$R*OqgVmr4#|R}ER}Kosh0c$~nY2G1kokGu^O>Uw%J$@y|p=k2O5 z`w-=sSX7TS%CSCHZ zCIgOaV_ctn8H|C8T0;19637`oX(-WZ{wv^SMK^XI;1Bu7js9Z=WNaDS?3E(V(Ur<=va(bTIX5r`{%70V3L4InE`TwzT4r{^y*sd+xwr$(C zZQFmg?fT2MZQHhO+rE7VeMbEZJ3C(n$%;7E-uS02LH|W+MG?O_5mB0iJ>%{on8Hk! z3W)_4MQUY05d=-&e{89S?V!51yS<+N?_I-eb(^nGu(}1!Pu(s-HfXp^Y#^s|qhf^> znUB3-deIV<0efu3eVOc9J{P8f9&9u$&boiCyWA7k4*z*>-bDm7M_0hr+;Etq$;!J= ztgHPA9}2Z`K+1o+Nj}N}R5{Ne?@zAiDvq6vlE6$;rghts?kWX|1XGJewNfn1(6UJ< z$GqBwA+Wd&q#z1$v(6*T|0?X`%d&*RLCbT_;m`|8<37a+)Q%3UL00jpD92E9#`b^k z83#WtOni_gkNw4j9YvW!71RG|ydCi#k)eC#j5`tq%y*?8`DumdICi^_t!T(sxTOz; zydXX;iIS5Qo#cVw>uy#>(>S$Rx~tqkV&y3##TZA+R6%q^&wH^pDSvcrB=C%54%*P= z5oLwJB8W~-9WXU~@mq+e7QKfHM>K!nkpUfDSY06})1&?i=L!We6nFiKDDK1#EU5!a z#-V{2pGhwoJCZM!UsGiXKMSRrQct>ZHckv8OMy&MBtEVCWHmLw`a!I{Z|0|lkY!qS z3&MC}bo0qWB1sFU?X!yPme-WjtT>1pz>ONLC-ejbK4dZyvwuJZoq~DC*}u>3^2cTpXFM+{x&^JqC>=`Vu3MRS3b)R zy-ui$D1WMd;j3&dmFLzhquhV&atZDwUg%`u82x#<+Vq!nV`9JQvoTH1%{~bPzY?~~ ze4kW?Q4WDHqaExt2-Bp(3>Qu2N=d<4AupT}rjZG69JsC=?b^&taZ7|*S;bNHLvuuxxccEJ znQk7y$?vYxYB39Um>%!l4bi98H#Yh!6MXFa8Ub2rY_%-+65xuHxTV4^-LqAoa zf`F4qE%8}q#qe++c9(y7cmnV1#fI%qLd{pk<%GNSEQ{R>(z{!>A(eRc!ttb90TL>) zV8&w}N^~tj*0-pqkxJk^R}KmRpd(i@wsbQyxNOj~mmJv7Lwr6Mq{0To?1H`yq*wiO z5wRd2$2rmP2*U>Rdc zn61^dSQrP8HThhi)&0L}Mpcg7Vf(XJh)K-!6$eP5;zXUy)^EB2z!$7Oe;B&^@m-@^sOqi}v9(_hDSI3|ikU@dk~y{wdp?V30s=Voq1 zp}odipxBW;IpTkOe;YXD@Ew(x@g8s-xm+o)*BJC>uAJ`L{h7T|SRBEVMJC*IDW7*Z z0vbHAJI|kyIb3&{4n2NaIF+8QN!J{t$fXAb_6JnoeO=&`3f$%}=Uzt_6OJKVh<`8A zD&*U!LmL&rCO8@q)PzG)NF!JFexWe*tmmP-E&&tW0jhs^ouPCEm{+yIq_`Ki?&<-} zcLHGv#zB9sHWQsbT0mG+xxCbNO2$zTQl>jm;GABdWy;H?g6V(1y{N6|b9bQg;mm$I^_QY`{S9jQXQRB@uh9gSK>7-}x~Lry_k&QRyP8dsd+%3Ttn$&Wl|)NP9aar*zfE zzgjkBUrUI?^P!qH&h#5?UD62VKTDhlCqpeC=N`bI)t6O8(S!1&XMvTZhdhjLQ4Mz1x3vyNi)LJK29Gy7=)j0JZZkcvO=ARgh?oM83>bFCsbjH zrYu`sTGs;f)*%W-%LNOzgA|Id-JL-0na9UPua&mpR4k?z7N2T%Ol2a|s@d!wB*h^}TkXUmbrGEPFf<{;y(xgKle-@kS- zjNeX}ptSf0bH_b{D;Mpj(*>dk+o_|^<+?{3-D$?B;8kybqsI^-I*DdTPcozGD^QwY z_lS|uBoc^A6ms#1Y;LH|vSPV?(&f)=s7z0uL7=^%fwz8ahirWf%ferUS8#u%F@>zQ zy%`svT<1Q(TT`|XV++KBH^monWKUiy@OoavGl9DJ&UQV0$TGl>{-<>8w4 z#C+!b6B1-(*@1!6`dK(_KzlBXAl0IFORl;>xA&l?=p?&j>twIpDTl+#cELYcp(FD| zgO6fLOVkKG0r!_D1ml=ei)qz1%=S{ z5y5n4pSChMJ9^uVaiOJkDjYE)>K4-9K$PA}U{O$rO9<*{#p5SwwcFAe;QZVWrcL-Qh6{OZCt2lU6J&qrX?0u|Y|AvOX|d8S z-E?#XW>jqcgU5{ie7grqN_N#+e8iB<QkRPQp0z9B|M8q$Kj+z6We! zSwH-K+_cK21-U}gn@-%R9glc_7t6L&#YoDS5;HMFW3|N^N0wWb3vEIQ>-a7oE~*;n zt`CU6Nhd+MemQqV0G{E^WEs6zP*k|`N&jD!rn zt1R#;tBd$mz2nGu37_0Lv)hG7dTr_7e~ceVOdIm2$n&GYQuoGurowMcZ4ra4Z2}KT zLVCZd(E{Z%tpTm-U#`l8zgR22k3l(?4V)C!SqB5V4pnR}Q~Hc~E`Xb-j^mo@8(8S} zRL}7OxMzRLLsJZE5Zd2MRAzKZr zd~z_<5~DCA-NUZheqY#v&Km?2EpsFuD;cc9U2)DO&4ORtDjN@H`4yEnWwis#ugZ%? z@QS0~DS3Qzo?VT^RuM;i?o6?bb7~9;WaZF~2_JvlFNS)6_a}7PAFoK?wK_*Rj&vbV zT*hOS+5y7#sN)hd{_Z8*cgU*?##5^yS69<>?EbzNd9p7_`xiekl<1MW2QK%WbC*`k zTklQxQLNGnQ<_VtFvkknbTcj}U^51m!=F@|=B>Gv2|y2l53yLI*#_?dUE~xca}OaM zcrkxzJ+-~nJsicyRI|V(63OORQnqvAx`BUH9I?zaj|=DE3c+7Tn^W3rE`a&Zq$d|% zE+d)!F3C3jHk`>9=Lpi-yB?N2Tr7g0T=E&QtE03%LQAf9M{c((A(cB|t1z%8Y~(6N z9DqZJ&K^{9;fdW#mY_-Pt_1!;Li%)KtLuNnMC}Lk=&h`YGmCG``m7*z`9S_S`dPA` z#)gy=y36EP2nk5-Anciwc&@jA!j3TV@rB+SQ0rtPaU%p+oczA0*$q%9%Tt4c@peK6 zq+;nLkfhA&nc+FEI{|`8-yYyi83NXE>IO<`iGjh~1eDk1)3R5$i;k`0e&`DhSgU_i zW?v>O&&yCKXbJb1ghW56NPb-)7(E(l%Fk67;t;?)KEY{h=ge_C0$iv;t1FZ5=a7vt zSuY*Jnu*{qY65sWn-L(faot;R7Ll7Vx0*1wVx@uu24+(FS#o^}3th)o z&-=H(gx)^{11k#O*07YhGbZNK^wEDY>J4zBu-8w%6f3*@^Ktdgz%B}d86x>efcW|8 zfG`-um;r%KYTj4QT{H9*2`SJP!%MQa?MX$Ww^A&cM}c@}b{ShCxtYbjnP8m1XHC2~ zQNf}B&iEH3E`Lx7p=n>Y600XA=CV7g3Xfc_Kq%d=KpSVZ6?A`twA?kR zk54RLbE$T}89Y5(n0p0ZvK&{y1mz`wY8wa+e;fnLi1mrD_#WDv5n*LSCR+v*sE;C` z0ocj_m`@9=O16H+2SGnIkVNd%k#O6AQj<;d9{&1bSLsOaw?Z_gXG665vvGnKF|U*Z zpB5kY+GnD{oIKBzv-=x~7lD7t#g`mA4-Zn4^D^EEMp}wY)&;@nVGml0+HuB-@*!eJ zJt|hV7R(3*g^Ya9;_CbUBqgDUDM~G$& zF9vb?%}A_~NZ_;EYMGi09NA)51Df;&Fxfs}5GW3u)=eARhnG9sF!z7cGrvD?%A!!L{r4zx_pFnvsLK52@#Z|9b-Nd^Xez~Rzqu0Za=NCN5Jb@tFC|B12kOp$$9(~bcPDn zY+k#KSeCXe%e)qvumVdg{?}cB4`3*NxfXfyYNuhCNHy<>o?E9avvZ*jci-{a9#nHW z#*K)LsQL~t4IzBlPh_mQFRe+m?UwbH?N#m#M)KmTF;CrjAA?xpndF2ne zaG$8HrG-HTmKA9Jy4H4i$61TsZ~2hO+tBNipr$lV>AEsctBul~-jD$3tSEZ}k1{fo z+q~U7bYrBLpCT+9*iahv6VU=zVYWb+=CYCUj4Hq7&gFlbOZh8yY;p=TLttQz&}OO- zcM<*KcE^al<76B+9;H6GQ>nI*OjBPYe8T!XHTcNd*MP>vcJER>q4&w83g{@!^ra z*y=TQbSr-|X{r_h`aOQ~M5U6UI$&@*J81oj;dQV3@-WqcJDk-rHgFu#8g`!v#(0by zlm3fUl%WI4g#;3}P#5)Sw_ObOCi-#q1PVPwko}V44~Csr2=jQ?L3+?epY(h1?pQ*a7P0KjvM;bG5p$ z;q1aR5rn35;|S$}kMuqG`BudIOnlfO-LA%49@e6(~?}{PTs1&(|*GKZ~^uX9( zU@u@ZwVZ;>RRel~g0-P< zPY>2L7`ts9Xs;fK+pQ?>FRL?PXFfK0Up%EFi zq885Qve=~B>ujEFEU|>rQeEP?L%R;omH*lxdypQ~QUnxc&bUfscRw%fw}*D+P(R;d%QyU?Zxd4470>xh zQajw?FHf``rFQE&$HA*AoYneP(#n5ldP3`5g4g2oNQM)ph3bkXzbMM*9wfGH}2f@ogRPpK~yY^3x)k!{*o-M z#OIXCK$orbx#nAPa6XGYN-<^cqSUfeyJv)KvEvzV6Z#3ZYR=K!iVb|ai)4R{UcEuG zQi?x>j{fV7D;1Jy;R#$P{ObtJn3Zg`Cn|Ia(z{Ck)#^F@86zYQ{}adVVN$GL+mi|R z&Zqw3tzIU4G;`kEPmt2zwkUy}4qzs(_G_oty>3?{^$1SZT$uij`P`7rfQ0`~p2GcV zqhC`*F*=}}i*2jj?JIk7TWWto7crj4;y_qr0`9|P7Vx65DH+g*exsa$-vDG z%pz_xH&m8n67NejF+h{%W8ZHnUq0f~v~;e_P1&P2g_&)g`--?2nmd1kK-`1K*1<+q zC5(MQWWkn^pDau5E0o;b)s~c~8wR+#ptkABOPH0+d~%5|`!jo|U^;&tRIw)sW7U+^ z#_UX&Cz7|)^CVfZH@?#V18X^sGoOX{ahArsTp!ZaP%1|cU$jzoG!{=Wbf z_TyL0cszqzt94+6$QP3;#k21Gru>^AgM)wXaA@WVEEq7t6HDlB zOE-X!G~_FozbH$88cbwE_0e^1W=1BnhtB9+FfHgEROyj{1S&2bOx9VmVF15fOVduF zJwY+TB*J67lFtwuP$Kixb(?2F9c?$Fj{mVSYSWO386{SWu*)K^YpD7)iZV5Ki(e`} zVGH`sk3p{~VoHDgws61^I#=GMu$Q;O%w;uI-NYhtfC?YX$k|oTG7ym~XS(&nfsZja zNciBj^4Tvp=O5O>R7|$SnPjN5Bs|W_yT62Oi{aVuC!O&xHX!{oeE6gf;EJppBC|0v zFLI+vXdv3hKZ*8heL6NpXeG*rb>bw^9c_d^T{TT9ft`Q*k)2%RS|*kZ|G~-PndCZp z!Z|E%3=V%Y1x|CU8&@veb{d~Jt3Xx6?fcec>p43ZPVRz*&8y1ao_W8TQxBqeXh=)6 z28r2x!_ce=L~L%`0$ARJE*xZ-D){k`(D7aV4mGz8Qidt77=_cCqz5%M?u3?9QW3>r zrFsd>$cCx^r6=q9cDMas-<5{f{GJ#=80NR*N35 zKXv7f8Qx36EKNs7_q18=6y~~r2$&j7KO(Orbjv%`aNQ%mmwu-I@y+LY`$%`3KMm$?Fo65F;;i9kz*_21Eg<#@d zE5d=@&W9)X3!<;uj^(PC_CV`E#$L-q-E`zGIsFz$2PK0sI2-vLtly;HGE#a84{gjR z5OYCrSAH%Ng+0x}=AdyjV3=K>DY>TaN}+YGrGuses)5CGhJimz!|%TDF++b>8=nub z!Pkg#@CkB{gCjd6EmIsa=k2SO8fV`%Kw(%OZ=bVgXS(Ba$d2L$pRj~kyw}mj5O@|< zb_>|h7=DN}`pT?AV9a%GRoSs8zG#9hVHeNPj| zBmEuwNTH2p%QqUymWl;gIM73FHJ=hBB6s1koDR+|2I<3;E<*Fd6!*dw#-fn^4addk zrza?0dGKFu{RxFs9|4D-T?(2He9@DzJYp~1;0~9imT zPjl9bvi0}~uaiQ)E%tBGaD2>QRbaTvm0M%;Z9&b(axR zta7sBf+ZI{GW?~a&=UWo;7Ve3^tzC`KHY#=CV(zZ3x+>qW=%$c377H)zT`PL_q)@p zpy**U$j%S%Apn2LJ|nY?hOg2OjX5>+iBxqB$qjNOcPry%KE1^GFB8+%^Vr7l5B^MO=<_A*hwc|y;!z+ET$&d3%|&ZQnnzlYuXisWe#gIz0b zDG$HzAUMJ5eIpi07&O4bDnR;5bsjUi`j>63qXj*3_Hl-d?Soc$e;$s$M5@e$?}E(3 zFr)a$4%>gfr9uqYxR33=!>JO>_T++16}SmZk8d$sGwJ&rgtsK zCm%L(a~;C{1uFv1^R){>55{-R7XGZXodJHBf(d_ZH|m;nQy&2qSl9vt?N+%cr|y=7 zod2Vrh&&lBS%GKwh7vBRJV=6>cLr_91Sg6-5h}phv>{?^Pd+%?W9$N06!>}e1oj&b ziOHsB^eW;*c6FC9G%^z8<-VmW&abRmD1NpbR;uodIDlxQ5&WCGmEQ}_9Xy+~IB4ek zHY$JrochkPneae?DQK#fv9vs9ORxHZ7aYlBO3n8^&&(8u>5_d>ba8sYL4YFTSF_l* zo&N+};^8_Yam@o&Fw(C+@hKMTR49@#)BtZ6;e-xBa0bX)aa+~H$?mY%GSj?XXb3*= zV^?RPO$G#u6BltX!{{=%lb-?=t1&`XoPYt7U&< z>g`L@^G+X-rcRKzYKkf0Fcaq7%4@a}Y5$qtK4sV0VfyhjTqXJ*h*%F0>iK6U!Lqkh z0TFbfD)K{sOhb^)KJufhL7M4|-DP0tqGC=G>fa%$_nv`HIhmYka&>u!w;!`da9hJ zoAP(}C`ofju`|-Z*lG`qE|I6U#Na1^g{i2bM9L91nLf%!km6N|tb4s2AGB`@R(3#N z;=dh^HHDpHa3Imvu47L$v27<4PHbah+qOHlJ+W=uwkEc1YrZ+(J@@{-Kf0>-?yl;p zUAwE+yY^boyNR-LF@uqD{|t#zG7Z2W4(rU6qFeK4G3-Gi#OpR2_5bUEZ6N`D^2#t$ z0@KfZWx|y~p8oi)-_cXp3H9bt|2Y{4{App2Mrs9*O{0`=#aVd(dB6&(a0v-B#|qbC zVYkxAvgytZr1-mchRTctc2j|-7FKv%-c+MbyYM&6rwbwDX%19adz%=H3lo@j_G{k% zm&o^21&06uqZ6ylqT;o`9h46j&h{Xc6#n6(dFes{ht6w=RolowRwUwflu?9RpQf8+{X zn9g!xq9q`<53omMSzP|(y#dUN!&G5<7(vW`lcWsQ0j;L#dH6=cwwqm?!1z3MTL!k~ z2~+i(E==cna(Dc4yueI3!qcH8b1fmzjsAiz!X43Ip2kBXy`+{>a`NO_i}yvni?D^t zzX-c`#@0rsj@mLVGWY-_bKe9zyK_*wrMWr!&IOicJ3*K;jRLMw9Jm}4Fp0hAVZ#^8Omh0j4P;Y3ZKI6>U3-p{ z(DZ)iA^fFY@%_Y^9JN(cZyJvdZM^7QIQk*HZC9o3{E6f!hH+R^oi}=~xQMvH4x2WY zN|OT>tA6(a`bQK|H3}&?+Ja#F^lZFfc0!hFaFzL>?<3}MR}i>`!xxktDSxR3B^&At zNND`gj?%(hkOk=DF%n(cQ1rgPUj~u$&{KPB{aO8Zvldzx%t3gZcU5lfXy_8sD_*Nm z`|YUqLisDXih3Z#JQ2nPUxEZ?g7)E?hQ!xLUxe7V3GO7wbNX9xy@870OIWZriflVyOB>ile& z=-fbBI`O@=gfQtFpLDf)=bXLXx&z7&J-Kq;cxCKwDE`l6@oh?^3BuFynt*W99?>Bx84I0~_DO7;Fk?EW zEm8TQcoiBL!!+?J8mJWA;z4nyUX`VviNqG1?Z!L`h(1PT@0#Ok#*kqMN%|%xvL^AV zdUivBYuAfq-`=7Bo(#QKL)amoSB@zeGp3#2e#H2KgFHUDR`y&H^iyK05sfu1SPkC| zgv}rnIKXtWbHNvq`tFsz*3lJ~Yx=PUqX_Qz&h3|RvNQ7n@q3WLf)pa=!s20eH$QE~ zz3f>ow%F}(hR$0;s;-D^(HsS^2kmIR_%iz$7ITBvMu~?R9ZLz!@=%@@NDrMSDmL_hEO> z`USkXhv`5J)UcjN)%1 zIe>2eP6E}OTLw49GS%_dJ)`@wt|NAL5cu|Qxg3(5xom+b_PnI{d|SEvo|5;PS*f8V z;FqiTNIB!i8=ItfM}5$?NfXI<8%rUp`)epNBoT6wAdeGIhZb*Wv85pu#3e1%oAbpG zgCjnf(&cTBeCZ$v=Sbac<=SF~BXDNZu8}!=^GGQ?^Q)Gvl?q{h5;kMcQYt%gZ?VKw-y>oE`=RW8 zRwsO9x~WpIpG@Z6mS*q|8z$)KVyi48-qR5pJE;Z+^W|0i6kD}dsT}ess-1EhMPOSe z`i`>3Ol*MCVYh5A8y<`Vuh&#d6AN=BppuwX0TKBy6&(y@pGig8>JMb(y`V3^lRL4z zv4PI9*#Sj!EZBmqefMPaKnE3nes8(vYgp042yMTa+Nmf6TgXmF9`w>Aso8q5?|$*q zIPmf^7=5;xT?2$3O6pk4M!^F~1?cIvma|f2P;5K+;*WfzxvDshE>?qivK|j=z=(4n zHdqMn%%_=_DExWkg~m5G2xb*El0aifpS-?^RQFL}p_j-=Yy7JR9SX2;T1hto`I)MW z4rjG29WcR7Mm>4(bxw${z01cKuqnG_gJKd9rMGK5H8^`$w@Vz+(Bm>B3G6&Exw_G? zI2p560fO=u%u|wyg$J~~gHT;NHjh38u&y6-SNMT5XgLMU*v=Q%Vdypo3Ij!UtWlga z{dy2iXmjS%p+*fSAk9H=HPQq*ELbF;b^0Sro>4!FW(FByEO}asq77?UfA+_VgM=Q; zp=5F(er%Oj#raN`dvnlv0d*!4fgUB0dV$@NY&ykYbuBtc4(>(b;w>(fgQ=Q=<&g0; zR)iv#>GT%8QC-F^sl1?FI*;DKTn0rUaIefN@$ko*(IZ1H_0H88WP|p$o#go&JF;-O zuk;PX0aC)|#;>3qcF0Tum}SESGFB}h6i*5fWzsA<+b7&M^7!gI053G?i#-|R`rVl~ z)3^@hZ}Yp}coA&Z@p_2P#>Edsxs{#AjS7=rIHVY;si$R*Vt=2S@C@}$y3wKa&f^Ml zo|7(KQXXB+3cg?olQlhcVk*vDITg*twK<=LG&f-@}&W8Ymp&W*MWtty*L7_Ft}dHRFM?q zieGS`hnEbhNGH?_LWM)*J-OdO-bAOF4~bs(IwoOQ{wigDZ?C$&lEI-~{!YM4{WS`1 ztSc6tTIvb0`yr8=`K(L8r*^uPweVT2kukGLM3JIbslvxa0X!68ER3?PY-cyP81G5_ ztIbL_zK)14Sgk!7QZ&_NORIEYL>G_ge=LI4W$0rX6qVHb!05*dOz%Nvabci$60cAf z{i$G(T?j&_Y1EEZOeMG2W#WHNSJsN=WB!|gJXkneYuOBP^E6AHoel~+#!AnVN#>I1 zBjIYR>1u9JA8;*d%^}=}`w*k~PB6fPv;^PY`M0#<1PM4wfBsT=?`z61kibJQX4N$W zLr?BcD3*2Bm1J2&nTtv!*@W_j$nHm%iyVeBQaGH;;`4gJ(T?8}QuVG1lI|+{xPnAY zBvcm!DVdn7@LXq56@fhgd5!?-Sl<9wR%|!<5D%lk1~}jgx%r}u(YAyi)=dS2niAs2 zrnr*C+{*?GmE`lGAx1+@n|-Q@>c5?$eMbC&YGSf1t-|u(o~Fdp3n`WS+v^9L)$I1* zuh^=#2pt;eD9G7ZlEeGgV$Z(un>{iUh{uLdT-F5u?{^Z^qi3~hXzqwy#trXmNkd81oM2RZRSbYwFrKV)cPpol(txG$svjnn z#P4KOvuHYVF%PoF+xm7DPlZHH7J%rOOl>%qZ?qi>AOJ&%$l)!p=yZ*(OeTKIylony^J`%5qLCf(;Z)tw|@TYfdsvye%^8J zYA%dOfYnKAa@kpFB!!uOlAW-INv?i7r&hbnho1KM)bD(LWez)os%FqOVmc8jn7-!} z$WveCwcmf(;++9o5c|uy!Fo^^{Ij?Zn6ef08LjyIF}ykor(`;U@0mydS@E1e!%zw&G^thYD2PYdBZ-nzd|TLZY%@wCPEj$7pB$DA6QVZ5pde}1 zV3AG_3n~dCvkz1I5*#;MpqMOPx(fXkyal`3Ym+D05cJQ?%HK>1>#DprlQ;ATi1>9q zUbm7fNhomg%v<2`G8rrS@K;S~tNfm=BQ=UN@NUtFmoWm3y3uS9?xrpZIrFUp*(3%siyq$`)%r|ehsMyp(d=r`Z~;tNNVXNz?2jbaCJ$P%VAILi!!ADgPn z1-imHcE`aSvfh5HMy(Ul!4OInMLL3T0~P}{L)4;JiGmhG0;xe#uJ663wJbZ$9&fFT zUZB1oVeX-F#rRZ5=oHxX4(3Q0=9Yqt8lg#kphd3KJsCA$q^LqgZ)Jx9TBSow?0BPr z&#|fO=UD{rk1zGgN}h{%+xR8X#S5Z(KfM$Z6Try=ZSv6{)F)yu2dgsDkBlQi?&7Qo zkeo&}R|O^v>iAjot)6gsSWc$%f=ghv6}meF4rhGOJ3*9lnf&D#pNgaZd8OV7#}e17 zZHA`y5<4rn4CJ+T;8*Yg7k}7@*2Y@)byfQog<*E{p>&jjnFV^DXV)sPqh#Rjq{+4t zFS?i+i~L#IjNs|S{knchTP0h1n5>$7R8w8PLp;6;e%Z4(=%@FD)$7Se8|GHMD6iOv z`c?`T9CeI2Q!%6^G@@Q%0!J%et4E1b+Gkt<2MoS0`q%0jPDdQzf1l{gZzMo!ZOI-x z#1{ll>nRdqU((81y?6Q!fI@y-R^bT1Odu*cq6hGU^;6GNaIax3j7CRG)F7KQmsUX)B(Ysp@ zjq5w&EIe(IT9XYRAV@F_g>$=MkCN9KwMTmsV4dOwA4^%ilGcioujOher`r+P zWBi>Ub3q2e=M|@RL%XHXPpMDc7zu-D=Ri_cE*%@wSrLx?Uer}$rG@NPLM4FCxd%!_ zG<-J>gA;3(vm-V7F40#E`;9c3}gYgB0XyHSq>nv_ejqH5V5kT z+-7aUQddj8`B;?+;;tY&;&9U=PEX_7cl zI2tns9X^{AGj!;?7FU|6OA=z@IWpDI z<8i}niVXps#IU8lk;QB&P|<$EfmS!)Pz&+%=tH(jF7a=#5i6IS_SBT#p7&nTv5 z8xRAVrc%7I`sY+x(g!+MmMl1N5Q^MhNNMV3hU}NTMwErb(-Q*9h^34e?@t*NrG?&y zm^k60429Z)PEk_kP6Egm9sP2?PA=dUnJ&S$SemLf_a2emwi|f!$J4)+JBd&Y=gw%j z$;eS~_A_i~BE0rL94Iw8PKC0>e0*cRJN*V$d{;b{P)Zv_2Lz?i7AWCVWyD?G?890( zEptJa_CR+pj*$Oj71NTSb{i>M+=yxE5kjW+)i)`!<&Tub_s0jHJD(?j3tz5{Yjwec zLR^c!tAX;PPsXy15xc0_)dY)B2g$8;W@_6#NPQd!*mXz&QeGO^~SD`LT&48m(u9Y!P4+{ii*k zM!azj-oF>EnXxlNVl*=8^^`AX$+vqEI<^|lkan%Lt&GKVh!JQ4ZY<<-e>&cV5s?#5>_}tO3spkD;U~$==y9`yIsAN@AL!`Ex&`Vk1I9lc%Db zfOrjKXMJm>K_v5X3|0o3sHhJCy~FQ%6B zU;hw(O63Y>DN`_XzTKXxCtAn5U9y`xO0AL}e6I!`;`>9oSo+Xv%FK;T%K#rdcPo;G z7f$#I(K=b>r~JEKUWN0s>s{=hCtcch@T(rIVpkIE@b4F~UWOlTdJ%=C!~+6>q_ki9 znd$-ltp$el$uty8>eUm*G)i2GZ)Di%{1^C+m8mL2H?k57qk5UxP+jO9|L{~PanjNX zHeedpXOb{a*>}1tr~{s5E)pk(drDvk+VQO^57(mcDs;;>Fufh64MTi%bwCW^kb zUE(zFDuCqSxSR%EpD)B6Af*oTi#Wwx^>^$;r}b#~yY}cN-DpGn_E8D7dfrmOijwr- z>&?j;yMogyGyH8`gf8$uV*;-q8GO(6?c-H?f=jGE<&IHmvtHJIqW~cPv}?h-5sBB* z5kHcUsr+dq$>H?*rJvybV@PcVRRVSTz^RoelAv}5-uIKqnU}<-XP5dBf(U>t@oak{Aum)5B^#t|HLi4ZhQT`?SAawz6rcxQo? z%XTd!*XZkGli}3TMfXq)4$(FJ4o7V=#2Rq;k9FgHo&-%{zIIE9Wvbz#eTTaG?@IaQfc#{))E>o>0gDwpTxfvnTTieKcS!zTp3Z zjp!zgJO5(W4bi2m-$hNevFx(piz#d=pqQwm=aXWlKSiWK+ZOzdTU-C@m9(oU)_O!GD!b-l$H=(c z;BE8PPQlg>DUOvv1)uz- z%nQG}X${s9K-$K0;#g?A_E@R~!|Mm26pLpaz>~WMi3y<@bx^P)3CawmA84PiVAjYn z;~AsOXOkNo+lqI+B@dPZO8f5WB?RWp`L&inZ5yt}JX0=_^U2 zF>9iw%!(`F(-=SZtb9zFW~`+CN{SxWs*XQ)YpAp;Rr2naog0r zni1G-?YPb4fSSVdrf%L5gEYvreH}DAfN!db-4S3iyTxVEguG&u2bm!|;kC^fBE zgyV>exdc}pIVQO;^+FG?$LBun4j^9ikRz&83>gu~>wFI>&>cg85-6|SYc zN>L#t;qdZ|2)=h7tDk8AU`SCyCo3eD+`HLV;ip?nfs{a1fSrD*d`K{{Sx#^7fA;tu zLkPBGw%{3_r9Hw(Bxsz+g86gH2wdF-;+fGZ+riM{6W0Xq=j#01-sBy3OnACSMNo|m zj9=~|n&+hjr-q*%L|`){;S<^K&UcG`rMZooIorx$7adAoyRcl}q4`wb<5^ zP+mPH)0R3Egrb}j7acJ0boRIu#0CPnkeH6zHS(Fhc~LjZ1f3HMpoXx>E z;m3j5H9JHOSa~UR`=BD`@OMpL*AP;}-KnSxoCzFiGx61@1-Z^0&HlMSsw=IJyT`8? z{!1ryVdc2ggcyqe_%I*dgVQCMR#j*nLc-Ce?lRB}qx(v)ZxM&?5huX$c;1g!H&L&? z7SFn$m-6jlZ*Nz^+Ee0AK&>3@;GBw(a)Y)X<)~Fpi04(?!Aeaw$d3+ylodg{fPA5)D=LK_ zS$-+y|Ej`mZTOzF@7X|jU_o~zLS{F3NsuD+h!X!Lm7QW+CfID^>DCCiP^bvp(Pzl! z5m*QS9hxIR)V3?uaTIU3ZZ$p6o55=_e^e3Y{K8a?;GFn@Q9pueInRBR8cT8Z*qphj zEDs|bp4)!Ay4{B0E6(pwMRM;2gf%?=j_BXqVf(_AGZL()ZtRboOfkjtt-#9MG1#EpKYdB%o_cC zefb4k4D!D7cDr$|M*OBm33y{l2Jmp2TE1Pb?2F~E6uN);&Q@9b`vbJ3vX6=c?`v+5-yfBqCUu&&cbr=5tb;g? z(U;;`f3b~ORMnDW1lbiffQrT@_e#RdG^qo+WY#^H!3Sd1t2b?ED~!)HiyF$#1IBti zjN?isUyx?+0=W261$?y`74x+HF%&O&ZJdqDW1dtYQlA=_k^BwgNY z>nQt?JVe=3XTa(dF-&5b{0q=u1gstE1ys(;Xd&uv>UO}sRa-JypoUD`=VZG^x~2ou zIjVIAHV-H&e@%wmgxpl)?g?}J{Vf2CxHH`{tT4hPr)S9AXL?b1qNiBv_T8%S7IKpX za~_)+S-h_1??LiWt`<5q8pW96Bvi{d_hnoH$_QczFbX{Vk+3bL6(oxejS!ALrMk2Y zs;|cq7EB6~zxDAOhsGAi&Gs3R#!UeBHaEA*lBd4|9D_V8^&qjLI*y#)co98k3QC|m z$?w;##n<1V#IgJH3(c`h)8MF}#xG+6J5XW2@kC?{m2M+ms6711C8yFi+aII9F7~~S zt%t6xT_@e%5q6+qK zS*|g^*mLgrMf;@r5+n<@`)o0m3xWD;Lio=*Cj}wN|1Or?+GMsAC9nDgCIJdawYiPi z2_8w{+;`f6_Z$4l$T~=PY+{|Q1B$F4kd%JvCN|lOTD9G7t}8aP7+t(h?@c>FH2+Am z%a+^#qvLT$M)`8HJ^5Par;+mb-BhMjakV{?LS$6)}%lsUvH;vJ7t zJ?WL*8iNMG&`gBi^A3+pxUDQm5+z41P2bLYMK(q!6bhl%-!)3J*9gnweCS+sk$TM8u*Llnj42?kV8{IWN$`4$>q7YQtm4-QvLJb6tb3wozqbxJ$ z7|SV!y#Djw@X@42M}`4fAc+qK?(N*1BG%4O@~)bh`sXRLPQIJRLfirqEy03*GCW`Y z1C5g$TccA-G@zFz;&AV#Cr9{kF;Uqw~YW+T; zj=%YGXI7kWHmL+!W#z66BZhjdEoDsMX7&;?3YdD92Cpk4(L4j%O4n@+00li1?!D+R z#Ms}~dh!Nb8|3LxdTk$SoYxL$mJF#CqnmnOBwX39G%FE@VG_}Mny@aStlG)V0U-_Q zBwCstwsV-jBPt!bnJ#5b_U%hIj)qGFePOkvH9h&}2A8zeI-_KkFuW+l;lEbRvJTBG z%GlUY|1@hqVN?N12G!{wt5Z1*fch5w4$VY7|Lvg&y}b>-vJsD-)~l^u;|n~(dqCPm zF~eJP2M60nr}OqZ-}QwMxcq5^{};oE44hh`XC9&-uaz&@qEEf7q*-8>vb(Tpdg{6! zn{+2(#+t2==;pjG7;aWI>M)l-6y~&4gk31jo%_)^M=r1q$1h#^excC}Rjy^nXVblT z;WY5eHc-!;k`_{AAyRff*oL^b{LCU%)eWB@Dc=HyH4z@faei6|av#21tCW1ic@^PYVFlsRQF5Qk?c_++H#!{Ok`Z0;0|pw#j`yn>4XZ ziK$`QFx5Y<+}F#;=#L!R_8BXBhH5Ry38{g%K)I%RazR3qKloJ9m+;M{E_p&|{jbC! z6w6P&D1UmUE6t5L2c^2$7Gri>q>YlCk*0s>1bM{)Vly}qBSuht71@bHy$zKmUfhrv zmtY{HOxpR5MGjdE$5ggbvjvcrm{}p@$zs!-!_8kO5XZf)yner|c2yZ=T zFt>nfaVLWBn?F)lt1rI(Y=UWqK-J{6yg zoA_Aol(QtcMXw<{o!FX-qqe;hUgKzchwJ7AZ=={Z#uW4^_dxG~v2t>L)AwipZhpkW z(Y3gDF_ylLEDD@y|e21QVb7>|qbsK(ZqQ^1r9Dri`zEI9@%z~v8-oNX z#L7x=MX6k_j1=n{lD?*PWl%t@YhYRo?FPG=1rc6;#LL7D+Alh$0Z!IIER5jS`oLHZ z4;Wpy;C`1Eg~qCuq0jiEjJ^d>sb==a#Ji&LmigFjGe`D8L2}fIwyfuUo;Jb z>4{c_D} zIgh(Da1_9bPKBeypsI8GK=;P7ENQYa*jrwyjx`74R^-U!u45v4vJP%btzfiS#Q7!S zr_en1_>=76*Jt2YgcrhhMu*{3p4V^aI|#W8P$7m>C(djbuRlMi)V>uSsix*JfKj!u zIDq0Cq(WPPp|u#zgDPmJ#`l6zBeK9T%9z-iIhzx)vaxd|+T&0Inp#fl&8WW1HN8fT z(?PA<)5hH2d0ZCQZIyUr*NT6~kSsLI8PESAPyKqkrx#E(Hl}Udd^(+!AcCR8=-6g( z1x-kRE&iP{$y`QuFT*`mXey;n@$FZLW*S_)mbQqXG~B8iQ>`41-Ak9)lUA=VTG)QppcwqlhgA8x)pFTNnafj(f*)HWr0l zsu*3;B8?dtE)gdRo@iJB+X!o}5-b`kUqpakByq=#IK(+#V=O5lL1VPM(g4G;>;$`9 z$_N#H*F}JzjdeVV?gjh!H)s}mJlCv7>?_k2I9sF#*qk^(6*7iTq#^>X*fgRdh)#8w zn}F#Ep}HpQ4xQ``!aEE}w9m`{qW$5VB!ChUu78ymfE+NFRG3N`mWxSeQg}y-G?xUj zfueS);pf0siGfxfN9i{$w((u$Uyq`D>@+e6iuJesbeLklCAeL26jha4dk8i-eNlLG z{Tv9Cq$p5e)~_c>W+^@tCh7r;A{YuM;v&2*-W$eowe(X04vazpo*3LN0X2?lMNujk zZZ;ly*dmNJuZxu`43Skq4MaDd28#glC?JU7B{pH(Q-*3chB(1Z0PF>`t4kf{Ve`y z7q-C*-u}*5c;#;A@9SedUz0vGurJtcYB1+2)rQp!D=M2}v}(UKaH^`9e_$WPT;=Lo z`%OmR*Z4_f*w7C@R5f>v*c%W57O=k{VzA#%Zc9Om}jD`$&Imk*YTzI^RSN-XR za%RrQ9NLU)3@S#Tqk5?L88mpdlf{(poM^}0d01(fS7LbQ5#qi#&#D995_M~ELBYg@ zFmj@CfmB(vo%qAbCqh9?L1-35anp#z$zo{0)^EW=8Vt<}tFF_U2P7N5XQV3IJ;Dz~ zl|MW8=?R2m2K9V7Q|YB*-Zj}dN%w;aoxAccE#8D2FuHaU0kCADv1p?%Nq-~a_BiPU zP!l-Dm4W+T@nhoO#NI~qSSR1bY%ym@|G{2*!?FNGt6(-!q->sH;( zLHV6O{|)TY72=mFrY0gOxtiD;-cF80>RQ!#qt{Et$C9-fr4LWfk2^WUbu7YWj#26r zQ}memdg|K5w!~BU;R%PfwEH1r?J2@apxDO0ZLBv;*@QrmO~z8v1V zOOMUGKV17zwh&ghO6+n_?eS>sMFN}oikPLW0uYhSdsJ|E%1R^!!Z%2=_5eDJo>%}= z=*=CP8sD`Fg^~a_j8-Uba2TADSP_QNj^W_dU6qbvp*}rH86Y}wE^cfM3?eT4mZAdc zzSjyp$L2^YR{$9^>DG_(ll(8xPG`z{XlmzX=6xrVt(yyV2{|6CL!v@ zD%hffDn2DdWEjc=lNJ^I{YQUepWKR}cs2n8gd)-SmZA_|Q9Nak>L=S_NC|Zd{>RUL z=S4@DGU41Ly<9e!cJ+iULzj0!nP~cxu{mTVJe(*8Jya0EaZernzHfN|Tf2QAM3WNc zgTMj&PkP=jI2@GIwW#_rlFtjF8SYNJBwbH=+$;L=1OC4>2R=9+*BqDlUtb*lJEEe3 zLw5Zz?F34Szv>DNrG~s{hCiD{ls0>O*_*7`SF`T8(4A<;U7M%yXlXEX-ZZ4`=ay2m zlr3&7TFB=zTkb0}7D^?73PaH$#Z;mndd)+oZ(}z0a~<}In;yVF!F<8rc=28Jx>=-h zO%wI@SH;Ey6!KNvhP8Bc^T)9rnrGm{k78-OaeSN=9h?X6yWC{2dAEKG+K1JY78R{} zdabGRuhx3`dVRp!JN7eW@b;d;3lrW_CB+$rg*d+O zj3o7iTCy>KY=K+x#PlI!&dNMT`swdq{wL@?&GO;cD^*jzwn0V6FSL*L5K@F!)=k_y zO+wNO0v38e%<9PH&N}{sAe10K29kH9mkSp9!SB9WzC^%N?%Z1%*`6udVs)jMz?tr3 zilG=bV$hyqZf@`at+?!H9&%esmT@^lQxpAnz6CQwm2}3ET>H^uQ1U)5L}`;Caf=v@ zlk{SD-pcHeuaN~tqFCBDm9q($Lr)q5#(i|HzYUpyENmNDR}JO^PEW2pkvX+xJU2M( zIyq9hrlX`Vt|dg#ti@Cl-WEZ!~sZ-Wl$d^iJ=r&CrRdDNuAu}l$jImPL zA4NZxf4?kZg)^MI^V;D}qL4j~Y_Hg9`d2Z1v`s51-k6KTP#$Q0~KT8^*BsNFFK=c2`+8~w_Y-hwmQj8;k!zdwN)uleOw73g=wlIsaTGYBCVMWH+s6tL&VmlpW}H>iOF)fsc{jo zoBx_#QO1!{&*;ugv{`78L|dTdx70@W2`s`h%}s};2H(mfV|aMJ!C0n^{$)Y=TeDG8 z-f;PKIRgy~<-5dDrnXA{{A@_J;5nO8kxB#>y3az+>tXyiJJEE_g*ytGw-+gx<*gMg zoaFm_9ZL3pt0yQE)l4R!^()@-vzQ;C&RnDO@r=6)v>t9&Zj(2%P?YRHdMjpx&p0nD z9E9&qKb+4<`+_bS>UPO$UY~CL0x8BB3ov`O}AxC8EDV;x>owP$*rT} zk1X*779z&!jlDUU3x&eFlBMQI-DmI_e(o>byf}tSY<#sG_Z@~MtFf%)g zqlJz5kv9${s#_<^lS^$CC_BQM^LpI;ER zeAYVCa|HcC&40juWA?$tzc=zhPI%wqozTdCSn_B&J@dkqbLZwg%;*j&aaMki`ca=L zf1VgLW5}+Xc~7pFJu{KO$iL`4v~5>_VH>cvwYC4Lw(b0Lzx1cp)bPEP-$FnpxR+vL zx1kE}&f7Ff2v_L&UNK;T*&^#lxOmsZMMwb5^-b2}E$`X6nR)QFWa7R)fcI-%voKxtpzP6@JExLC z&g^icDg4AJM8l(fvdJU8ux_33BUYu0PJU||weO8$p|C^N%NCGHVPGuQNECe~Fr+Ic ztZDoz=cYc6l;mYhB=tVXdCB>hanybODHNIEKIrBJUE_OEU9d@zhel8SX3d-4GfH~V zL{OLNy$k!X!?gO>#OkrBOTK~nUb8&Cx88c^%^8yYjAG@2kl*L^TsJcMFBp4(D*PUG zfH{%1H74%nh#2{EZQXM4@7Wb z$;Pfp4aX>JXDnjiY(hjO!p*|O@`H()`M(cSVK~7<|EcZNcusI!95!Y+MllOVC+C0a zkoEs5MHVJDwtq^I3aC=kar);o>+@VQYgEspEJ1|K!^88PQnn|7UA9@aohJ*iuUFVD{rp+N8_Q_l#_T>$9c;703F%l@hk1mO-Jn{Q^Zs@s{D#w4XYU=R02Fkl~r0dhlfZ)Gyr%in(x zOjIcpVA)CognF^COH~12v>Y z;$+%T+{lvJ>q~+jSP+hb+BvN;vz#|lX@UaU+u)%66al9vAbR$#`d~?|p3(Nb-xly% zMP9;^Vg3CVBLQBLLg>o=5rMn8>z>$?oLFhm6N{7-%JQ%~cMa3m(aG%)_)f0B&aYoX z6M8e#j18h`Qs+ujs*DJ>#@$x!yAK4`XJ;2j5QEuf7OtuR zs}3nLA?_~W!DOV};FoK1vw44-In4hoq^KtOgLX-n#Vt~4(e+37YCp01cfC4$-(NK% zA{cy%(=dsI1nlrg$Y*$*kBZb1W3lRp55Ec+>jF$ztIR&o@d5;5XywVFYiOaw`mrKM zu@h}lc}X4Bs`G#LR1ZaeN?WaZ7i_C)lu@*VqsZl587L1TX$swImuX5=ID<7%O`!X1 zETN5`Vm!_)P-P6BA~+8&l#Q$4lm&cDb-D_F*I;Gt+ZD;B$qE|6Q^}Nbk#J7eM=n6D z@dv5{1=^|z)HdjZt&KL)6%Q9&tg0==&e*6?t&N13f1WT^_?cx-dkFVu*T`lc(sM(c}iM$KYJ#mgj%T(mO zne)vIcn$F6YW5|$7@3a#tcgh%^Q` zDqYI{ykDSQyH+&`_*GFFf0_}#szu7`M$Br(ZXvU;lyg=o7e{# z<&=2VUsLtEwzg%2zi8d5f@CFTdYuL5DJ*TkpH(Ni-)pBjyh)xGRpA>x5)T;iX zu7!D!L>{!umVl?vO;FY1O;RA=Utx%hgJpRy8t`co{LRTZMsi+`aDNwvMR`CJF;N@U zu$XREq+&Y3NrM=!|2SctUwOk9mH2`I9FppWzx^qvY6vdsI0_ajh~`jP6HL=Vl>8$XA7}xERO*P)%rO2_T5(B=R&JLj>OrZu)DsZWE}z~L)qcA9 z8x}hA`I2aCkoP<03eh1!RRCi*%N4aG*cK?M7}N}sw!T_|ps#1?uIX#w9#r1djr-@C zjYAPDs;zEdfv%WFrH=tFjrtuNW05a~>R@Jt`1b7|hKN0~d5>v^EAuvn^*D|*pVbW| zX!$q1_0lBq7N^#a(n`SEGTEufNWzI$n_&)wjd&TOEnRccH-t63hT!EvOVJy)XNCP9 zTw?5MWOirWtQkE?*NcU(>{m$sq&5XZM4>+w%Bit`rrxt?_ zb-|@%6xS+_D65eTbyi)QU%gY-WCZ+SSs-@Sp)uL`&Yjm*&3gBFi8 z^=4YIF&l60?ac-WmQWsc46bug*aR6L=JL;g%|`gSk}EUyl}l&Lx<^r5jk6YerhDTb zv`J%WdW}TC*MSf!h->~qsk$cAw4fH!eAoBrCM|(w#ypdmYmZQ;B_PD5GZw7*XOm{)wb@p!oKq{foJJ*r{waQ_KMzJvYX zN>va5CkEJ=bl@0&S$LWdF|#wlF{%-1F%z*8G5?!Xva@q0V*bHF#6+Y7$0%uQYWHu% z`QMQUk=9RkX7(Q_RMpKg5JN*;z$dIE6(;#kkn`i2nbtApZN%|4nLh za1#A*s6sx!%nq)IHhkMfso6+HEYcXJoBy32CclMhZXMnoBsC>+V89)1BDhK09fCvG z@1rGSdu==YH!JHg4+%+6b{ORuIbV=uo`fhE2Jg+Gy)RXO;b^E(^^yM&7)2m_b!HjP z2Tf5%Gr^1}xdNPt{=ZXZFq%9#OCkipWcwuy7@&?NmP;!a@hlI6WEOsNHWzhj#VC3f zVrmww3OSfPOpwP}fYMoz@L>RC&;YqOPn?{f-VLFTDXNz$>bB^qXP*f)G0u-VZ5QMH zMk9@sor&Ba+uW-bBvRyk8;uUd1}ViLcofmYLY;iAyRwga?#UUPJzTJueuY9)i>Fq) z5x{uT&oQ4e-tjZH!Dm@T;S4Yu?T5|m$Icvp)Gm+eS_#o9`zdbSuKFsu=3MZ0!@pVX zySeUMqWhLL7XGHRyJ6rHrJ?+|MPNOiwLYVkaZ&4-j+e#5?dE)SvN6|I;3R$=GmZa$ zCfXM{p0m8>h7&(Pe=qXxz?s+@JCQj%ni$yp=hn{963)rlz|q;=(Zm#vh4}{;8w(sc Kxv0Dt-2VVK>czhR delta 45908 zcmZUZLvWxC)3syUwrywPOl(asnbWZqNBO{MgiTPoGiT`=pIFE>UV4z zx)L5GmTBYUSW6Nb%M5ht>9k4;DRYXqLDc1=ky>u-XjJ=P5W|3>{DHdNykzSXpMgW= zPxQ&{;{ujTYa@QBgU6=kXrk(Kskw~Ipvu*zzB+%{-y?-BTPR$%8+EL*)B9w-ER^PL^DV>;6pV00ide2vzB%6TydiQXDe#!d?u-y7>uqj@I%`nRn1+cUh@RjU zNOAf8Hx=#(Tn9jZ+-z^s{l+x#irH6eBj|4p3^F4lXS$p=+= z9n7({5V6s!nY;#29C*pSo_? zuJ-Q1?DYfgC|mRKRb{cJ=srZ_O9SZjYkhCA0K$J28-4K{Q8mvj5U(~&_YVHhKM!=gY|K0n z6l!!8!3e!q4JtXWA03zQZu+=PowL_Om|1hnvui=`%eD*$VwOp6D0VR%Z=k^hH3*Be z!=h9RI$?nbI%{Sc)wW5-rKZAD{S_@e8bg+Eco=haJIRaD?bf+2c41ck1(%=#%hn@n zZt6z+8_dN9x2?_D(-nT|E_5@R1tYmfhUd_XdNf}+%t!l;wUv(>f-B+X&315`jD%zt z4F}w0UDLl+WjsBJD^oTMiT^@iA2Jf31rgn2d6Iz4`%faC9xk^N=$bEHC9Rj2Kd6Jy zjgTKn0a%w79|dZTxVb%sDu*iLA9IC2qpwO=eRx=Lctp!8?M6A|_0=nO%@@{-N6_#% z;So)~HBt4wy@!x&aZcD*{#tEz;0x)E$%v?TFt15E>9cA0M0gARQSN|_PiXiunn4~| zKimL_Z=CW-2~zoapcdf<8=jwTl?k0CWUii&j$tzL4-Ksxt#6orz<(Ug_4a(|_kNE- z3&7`ONgvB|29|#MTEXGl8+=mG-ZUByLx&^X0D=lcTsc5iC<( z#8_tL6IWdd3(VTmUk52PdI6Xh=hCD4O~jiN4H1tifB1Ii)94xlu#?=(1h^qG*|GG= z6kqWKgMw5bVT)JeZYPkq2a4hXk|cl+u=HFq>I}phRY7-KL~&vs-Ev_X|*1xxcP5-%c%b)aZF4zQvy!HBq+6`sXV3~DUc)^yA;BB zDjUJ#X4=LfDq-K=0T;pStWVfqme3_|Cbq^-&W4G{cm!*P=f&F5KjQm2eAlB~D$SvuutHRi(D#-vf*fi9So6wwfg zcTXba>Acl$7vU)Wo&*&n6Qtwa`5BZ-d#k2kDRzd;qx-L~>l5DseQ`gV{Nvf1sd|wC zMrvi%WPbyL#>(T_vvBCxm_=4;-_nwoZB$pKf+40i@9V)EA)pu^96Fm0xqr+o6eWfNcR+p|oFWAZt#hI)XyZsCj&!MvmiONAM}YPwV{0Ach03LwEzpVY8$;-=-CIR{ z^X*@HuKg}$P7ZGM+YINZOFy+!jQcTp%P#Sqblo7o-TfD)LBdGYYbMh38|L>K|7OIc za%`J!8L?U4a*U)Lh#)Iy6BgBO{qHiv2c7ZsRB|pM z^YEye_s{%Y4|!p+YI!^J7wC3W1B?3pRIRP}!H9!Wx^ypC_KY%KHa9<8=Vf-3_PQ`y z8Wc()WywqF@sY(HDn0$5&psD!e+xuri9jhKc%R}~mbsCut;ixAi-O%RVx8|74i z5_N<+4nViyYkb)`qfD^jd*kZ3O={YDFxzh+sk##8)#1xU&kaI%!1wA(C+oF;IuwwFeQcV#?OLDe$LG(3OLGi8SgNnF&A1 z<}UeaGaS^U5cwr;2!yMl!6v`+)F`uua)0V20N}XSh45}Ffrfyf{kv#``E9hDSdW77 z3>ANNV(EbqC(to>0Q0-foruG93h&YM;tiUpDoSbz>mx;2SSa5lE4Y3z58olQ4K-pY zh5rJ>mfU&8lw?a;K^#E{@27GQv+YZJ=5ll;k2mTB+4eH@&QK6Z6RbbX+hKl|AcRVD zHQ<2ML-UH28zro3vIj=wl;nfDZE`1N#DLuXd=8Nh_FgHskax7t0Wz{{h!HGd@1sKD zUyag~sWJHHkauEz*iW^hFC#|+M-@=4LsS~|tYTYV5QKqlY-S6cLHl)+YMh_sqwqpm zm-iX9i`lhSm%+0awJjy6qAIetSVegi3N(qOa?U4oF=P*tw^2^ZHfnv0jwck=d{RV~ z&4US#E*iI8p9j$rBsMx z=Jh{zZV9GQOEO3|u-EE03Z#&R3`)hg2catV`VC?Ej%})MS`lnb(>M8p zvlOlSMh2_gT1YfLNBM(BE0N&L0?4Rqc=AoUt7k6K6#Dy0U^YfWl3YOqeO+Z?r)TGR zD#odv=AYw~tf$B}65`s!sS;fI-`bJ!5hgLT*Dwj~dk9d}Z#{Vt=I_@9T)Oa)?d7gW z;8<4o@MFQ6Cll2ZK(QHQm(iNnuX6}eA(_2Y)w7+oq<6JK$Hm-caQyB}fxeC9MDCf- zu-~{J&wh`RB?IdeU`mNmi8B>3%1f$pLgD4Ki6lxtW>DrYz8TNh!Q$Tt6y3damEM`q z{qBv$1+@r(!$Y$8Xd2?!TlY!L5$d>|YWi{ff|FC6vM-Lx6Vtgj1gxzwE{W#Jp4W-O z=|Grif%so-8}Ei_1=CHrTZJ+Z z?iCm8Zi$zZMFi^G@B9gx?(siB>YD$kI49L{$%2jGKq=298nq;O7`MG7Df|ZIxl+ZK z^EL5wJNY4oqZ~uU3Q)%Q*$G8I4L40U+~9)`_VMi}gcop-OwGi{O!v^HnBbZ!cSNY; zo=L%t@uEb9g7)RzCx~L_l4F5PTq>dy4B{+iZ9N4*=61^n$L6E?iv>w1dBBeC7<3I9 z@kienVj0R)O3^ioVi7Rs{dx2Hk8VFN(|;kG@r5TS9sR-*0$ehp$T834_D>9r@|au? zInwUNg|+Q;==HeBg-PF4bfkO-hh>}cQmC|V7>l{5L#~efEnvLw${oLW0^4i% z=k!yY;Ut+l!iU~MYhy%zaotwykCXjAEkH1$%=+l!99UdPz*CvzG!a~Jx;FDSo6xHm z#MCIquJa&t0Py;_u}$N!_@fr65&ufs8~VW*^rbd(x668JkbTcP5&MQNogK|OtSKY# z4#k%gT)3A}dZ0=6&SOP<;e%Nf6@F#w9U|1ps8G;npEw^=8f?!=SG+Vp=&~v_^W*LF zvWWh-X{EN=p$ovx%P0`lKsSa9Q5x692$r+SF)C=({>y(e0C^xcE947eIy+TyPr0M+rH6$T zB`8q3JT)ld+oA?JWg% z3zhz9 zMfX+Brz9}?H$=USNBxk6>UNuI-MFqlzu47PCzkL(wXZXC78cQC1W!aTZ&#Et1YMD# zy6Ns%=z}X(mWg9`?O9OCAxjF%a-7E00PA}vK<|UubRT1hB4Wi{fNR3ujfz>(bWaWY z>;e$3K0{)2OrVdF&ka&R}L+**9~hZRk`)2j)AZOeuJ2^ z6N{95*LHg4W3FOdq+$_x_UPxue(|9B*efZQ-|5T#{nU-l*1dR${rG8&bd7U0S2KEA zC-xWV&Fnom)`_bTcD;OWuWg3OVIk3&hgahj6%cp?Fs zs?TJqmRZ!dJM{!Q|2mG^e{w7uAW=G&y7CG8-T1GT(LtD=J?Ac1 zr)~+ZngW`@2Ap%F9MknHy(kjCq|nn7Vh~N*p<|1hJ=&fXO8D@JbF*(~927|Y&i^0T zS=mxWyg@M<3pl;iK{*fmWM2JOwsET*UJHz*v|#gFl!S0H+){3CZsdA9PrTP&4_VL8*W5UD z>6+7=E6rD4(V%L^6?k%nSbx~_IB*Wf2Ztxek(Ja`p!w4RR<+U>{WWZ#N~S?vO*J$W zDCp>5&GO1C5pgIi&fpHAZ`!oM)h6{w+v5Nj4UHcZbbbgZ5Y8byj3B1JK`8So%S%$p z;}C_d-jJ0bJKNaO(>sJWh2xSDVWgm?<3ad6c{j9vb$-?K^$k9B&R<(QnEL%KZzo(G z7@CIq1J?jD%1+M;p43N#Qi$k>g#eZYS}lLc2>M6Xk4gzUub8yB1~g7tb53O`&nN`I zShja^hT#83#)d_dXT+8CD@to9!2l_nf{B}(pZ)k$MTZHvX*GnPu@e30c^3u)O6jF7 zA}r3zW$NoceuMiV?jkw6*1v8&^|UFArGb7a1r}-Z1rmN)faEp1y0{#g8Qk97{AqD? zaxj77*J0&f{~l0WSRaPm1$Au!7ybcc`#<#pK@Q-*gb$sYp}s16uk}D_*3-a6n0j}l z=XU{KLJ}3x1QOR306h?9@2#`sv!@@FNq84%s^@ZfrPfqdS4Z9bV+rmE86YQe94D-) zs>zMr+X-05+2uh_^}v9EqS;PQ_ju8K)=s?c*nFjS@ZdDCiFxHdmk@n-8383E+}PJW zO|LU1nSmlqTue1g-xV+rTI;LeK%?7hml;rZ;-m!>DE z_Z|MFrzocqPux2(j`-)`0HRJbL=DcE6x7w;ug+EEjWM?fQJh+{t`U3Uo6wpcWflDJ z{@Y$_-H(9*u(I1b9xZ@u02~~_$ECj%c?N?XMob}{A?v{W6hQJy+c_t$L%t^`?ASN# z*u}%1f5iOx=~rCd1%J~OO^I^ne|TVch6K^Z*9p4w{&D%D7&JHxURTHJ797QQ*hccH zs)u9@3w853fnadgQ}c}rwhqM55guk~`-wdL27%9`M2low#biTk0=~bqn!e8{FHP-g ztZIimj!17Pv)mpd6M!+Adf~)3u`8(lB-<4NW zb@U_Bzv{w2&gONb=Q2>Isc`W}?_pX|fpBB2N2$L8)`Tw7a&565JKztGhMA?6zWqXQ!N zjf({W&kl0|Ck@Ke(cTTM6_6e8Ye&P4?I&^3da56W-%IudeG8&R@kR0*B=V4W5SsMK zZg2qZPyAQlDhLA`fWq%5@r1k&QaAc3k_CeGDg@Inv4&E`>4Rvlbrs(QEGmJ9wi{0onXg&f5r<>E~2GlQ%+40xs{4Y0Zm>mG> zMUfO>lF}R1P4Ce9RwqcXc!h2dTh(6wpzXiK|58tm23HxF|5EI|cCO33*M}sf)c{0B z@4lK2f}|`jkIWGvJ~2V-*FGRg|Jr;9pjcdf1)zLh{HHpQ022J5&D?R_I5m_*>(8T5 z8rZMGb-UBPW3K6ATcnhyIMrLbl(>rBZ(uaAYW_ABe|~5V zcUaWO1D0*m3)s-$i<6ZK#i92vj3FX;T&Ask|CHuZ*cQt9W_W*xy<=YakCI8O-mJJ+ zN%lKFlpz{eu=4_^00okjYn;4yeXo8<+I_?OR1%aBrl)UKZtJ)&VBJv!>)P@XK=`ow zAR%k_^!t|aTeN?7q9YOfZntVn3(Wr3z-usk?jZ@P8_{2Yr9FGa4sw2cgBNujdq*~t zqO{Aq@4@*vNmP4$w%N~Jp*YX|dH${2_|=D3GyR7@FD4rDFyd7+ETO!zF}f6#{*Z74 zs$Q)7>zTXo+g$kZ6e?zsK9_YKZk z`X1`3#RnmoMK_P(5CZ4IhG~)iBGTTcP8QO5%ZP}5EhEs>(){tXl$LWC-S?5UK3t~mh|m>t9?+w&}Pq1~hG4~Z=h9l>gA>VP~Rih9vx3J%E$j zd2-P9u!O#(`w_?B(zM#1YW;I8_l)GAI)}(|iQ;ZR6=qG0B>p!XN@9)|&G+N)a5tXp z+wn`+%hU6m?!ax5`Fp5-o2?K2pfCtDr8fh7_Q^lK{}x~)1rjg-08K_%sOg0}nX?}s zi{9Bt3xU$xP^TM5%jfF;PW7~F*U($T@8u_?L)+x3ec+*Gx^yy^S$Q&kP=`&K-uztw zz2J7t7pLt%r-u+IC2&}}_$y~o&Ms&Rdp{2Mv1CnAy!3C#orw3YV7l$$RA2t4610y= zwZeuKV@$K8=P80^03kBJ)*&kTrk)GpP}T5w5&INiYnLYY>F{Jz6x=D1yW~K>zX}%* zi!k!{eRQ<2eYw?#gS)CWGNVwQMHo%h_E4ntt=QDLOsFEK=HMI@Gs7`^-*Srj@-=K^ ztW6)@ab^uS7FMfU_nDMwpLMQKM#;|K9*b@fhk0CM$sx%dP*~Kl@@&keG~^9(vYo+f z$}eabq+gd%K-RN__`Oj|#?!w@Ox0Eyu59cvnOJ!sKt~j_Csr9(avtZU)P~_Au|eoms3d% zIVW-5dV^U2h`4vzylrn)VIGZ0d7g;>LqDuwwALL!vAQO$Uc$b3X3r6a4Ab52sfT9j zkJe%m7sssM_hSjQRk9mk6gPK7*AoEo;RPcLUq)r!KL6-dpm`RfQROM@gdhK>#42<> zKwY9ZaOBuScb%Q5j}IQAY6+?$BNf#R=S?u>e`Ib3h!0w#o3cN?H6q5?+6|jBsVQSm zlywwcTkp&r7x1%S!eaNk#b{wcZX!|A|N} z+;o26gM^zhGW)2V^`H}J4jP5y+%n3jm$mr{c!s;!4I)z+{R6`kivFud3Z-5>)`o3! zlX02Injji(Y6PL_DB+LDxrQx!%#FAso_CC6SKeozN>>nBNqD2f!i|)C75`otx2CD%N&Unt9B5a-Pt_dq` zfLu8!N}UE+Ef-&^Km1i-_@`e3bsBaKot8)UzhDBPIz0I#v*|`hC5ZN087LYoMfk|p z_p;2!uKSolg4Aj^2(Z6kq3=;z{;?>%tid}+z=Px6J?@|^d%KXw7ghjYem6G!-XP9TF}#=4Q`UVf)$M zupCJ_h1_kiDPo^9YW-VOuLIS+?9H!swA=Sb&B8Xu#gh|0!QoZvp-7>*0vGiez<8CD zB@`sO|2B4RfqBWeh=|ccsNo)sr+{i)ZWj?H%l{Oxr%Yz&y7MZfugc$y@5;MpT$uKy zb<#bd2CGMp=e_;y%qodtFX9s5^ZKx6R0US-kkppTQWDq;8n$*S)^Mjr%3wV-b`#Mh zbm}l7;TL*yM@XI8H+*&F#D{wV99vk0>KSnEd!67QV^29K6IJENeJw{TK2uovPjhC! zV=YqtCSp^?-{{m8K>ddtFvAtnZ9$~WIf0Nt)q}TRnD%TiZ|1ic=rLM{u{g|0<|9qX z6u`J<;DIbeJ0-=>CO$bh2%dQk0dEa1U)s(;k_U@}jbUmAyJ)`>k0`kX;Iy+ZLv*)i zcq;Y^r~lltJ~PQwUs#6{4DH@I(AtF@(X3NK!^2v^)fI2vFj?N~g26E~ijlXHzrZpQm`s_x64$h<| zCB^xp1?ILHeR&ENUrys1J!BLbn8JRLMH6X!YLEC*MGZ^0d*qt}Q^z8a{wgunw6zS# z3qd+rKk;3JV`WI(eq;vrFYxIU54$v`sy3d{yE+7bd7M>+FK0A0xKHWE3?v@h7z(t# zjI{eVbGmGWC-m`0m7l~0)hl0Seayntnt+cs6SKI~2^F;C97+L;YPIXxm@>=HXiC`k zVPVOHb;+OU-sLy|H%~M4#8Y>oNdpj*^k89*i#)asHO7ej68B1FJ2dIi>Yo^=-?*v< zKLQ%sq-H7!WWW#mydYAm0aX3P!1i(r93L`4YqTL5pr_AXcJi(lJ%fZzEtPLN?q+OQQBY zJ5C4es5PD%&gacDmWOaQpbaC|W$1xawj zGAVOUi&k9bysnfva{N;IsD_=ndfjDWsq=9xHY1V!Vi z-PPbfV429maOlszECIU_p#U)MSDRM#S=>WRK=suR%QhFOpjdG9$ZPnlfg^hTE?~+Y{EpQ3fZFk z6xus|W)dHW(5)$8e67^NB`);+1dZxII{)710!aQ@Q`UZ_T!))%e%uQ37j#wUvVql~ zHnffk#7brK^!Fb$iO8O#24iJOFWu*SmNHMOzLTe@@Qf4g#I60%_VA;ILk)ylv5p5u zu~gHw!C+B}z1Nk!%d1xydF?HKjl3(Rz1S8Glr)K>-S|b;=9QhBqFA&Di0OyZ|E)N+NKo+o4-xn(g7b=2(C>6fc#j zG-+s3c7(hl-NAJsb8Ce^n_3fLo{k^yOp|2hRPn^hfq^lxacY@m@gy;yV(_6r_H?>n44fwLC$_y zSynmh9NM|hrHjB5)g}xvEdijp`+Cb~bNFXi-?9^DzlYbk{O^M}1HXWMcXyL;)gy|W zVBRD-%7o4Y1}s~9YvYS!1}!poi;|J*?r>AZVncn<50wmlGX4QZ!3< zWsjBg+%9Ki*o%%HRe8{ZlrQrOv)Ya?L1*jBR;FX44g0Xbm5Q#t!p@+otQ zB^m#e;rG?_UOpj_<3>LORXb6A-10BqQl5qzik%kDpUt3d#u1*dZ62!FwZF_>${~u= z*1fuxw|{F&`1h4>lNF*$44<4A3zQpC@;ZUHVDlqSs}-Mz;;5zkKyaFWX#zPz#fv1N z`_{G#agk_WP7219RX5N!%pdI~G`{=5=g70xWv3Y8rZZa8PQjKgTZmI=hYL!VjrG%3 zQVEjPHfbNv4$h>iy>v1YwfJ=T`UC;1!;5^$*H|qI&rP6UT)ZHT*+=@yU?drOC@!@;LHW#UGvN1Lv(0Y~R!mrRMzl=?R zb6l6J%p+cmc%(hf!ds)h__~iTl_4HqVKevc|uvTx`#te$_AY$ zoJ%gzyAoxN00W#oO3u4J#rJV9nwDjB(k11f);Si#%5zmcMclV=TLd3NeXiU4}bZqj@lPA4Om!nReE2{{RmxM#<`Ev1`s~|E`ekv<&5ISaDuR5^}poiihP2` zHOE135m>J0H7DL0qL=cW#k1n*$AfLW)(iYC0XJQK?xivxU`p4DL=()Us(A|e&l(XT zmD7Ig&f~OhHMs{a7Y`RpC3a;GT5*};PBY@J?nm9)r5NZQ7V}$xmADpZX==yD}X=24nkNRlUc|7uo{rM>Ev$e&|k#XC|b#-k$qFln9^1t)YYAzq;XNDj~mm?Qk zIZ!J_m_(nE_ZNww>6^hndUvski08Zh2Qp;l6@eOanO#m`0K?y&zbEe z$Ujp4@_^BT5u)d`r!Yx2H*C20SHhUX5}+DlQ?B`GIA@HJ+qZr_y;0*pOK&a9oZaD4 zS6zj_@?KIB6z^UeuX>V>MmzMbFfy2D($6Shb(ZsKdWL0R6^6} z4Sr|E2wrMQ#`x|9%fJ$&El+m+v^{LTeSPGpZU2U45%&E`{eIATYFTf0FX*ElXuWPB zX33$tNs>OW)*ugXa_b=tWY~=_1@r>R#WDch>53}Olq2%`OGOxg_1UQB`1qSf(Mz`x{g;M`m4ECKEDdZ89104k6{9~K6{TAce2nIe{P=o{jg2pC0Q^OoIJ1pL z8Bo3Vp5DLz_7caagLlY5A&E=c_>gi|_mH+PmN=GpGeaC#^{QK1M1(vF z$e{AcKYQCXAFLeTC~T3-3Zroj9vYCsde3l(swWkdK z3Z~~K%+$`Rsdh-tgp9No0Qk?+wW~Iu#6%UUhw=Ijt1%%ubUBF?pW1uXIwkD+Ggjzh zEoDaN2RhEEd>L#(7i+olJ{ln#L~`8<*D@fCZ9j{5u(=`vP~WceX76`fgAbO|RA{y{ zp%Eych!^)~!hQuwsbI-HHt+8`zbtu5pm_XnK${AS35?olg%%=81S|-)#JC|qn;gN7 z9~|PS?Llc-&(<8DjOE_(LH)VPe)tpX{RG?E%>_$6x`#AP%pankD~`bXa7XB%RWW@1 zYi-tNycPvbDsGI#$yA#FB9>x}u@@h?Z3ni4s(i$j-FYtyjojgBd8@W>ta~`XG!@>$ z?5iah$D?2-l*zg}0hIcN{;?)?o>4js%V9|#xN&GC`2im4OJPpzH0wpS%fQ(#a^S15 zI$CB$qMV0i#;ti6n9VtEpGC}njL9HrIwIikY^9atZu<#g$Z4iFAmJ!GFGtV)2o(^8 zkNMU*oJ!9QGh zPWCI5*iAVc+Pb82dk(H_syhC1tKPTKGrx;;abzZPg`iU4j9@WANimN7x}XW>FME6k zF5)}WzTP9PFbTJECs$S$@l2-ORg$E;E&gEZTdTz#R3WM|wIq_2Ojx>Op>+p1-1 z^y=J84tCc?0N&BzX5VPk&MtZEs7LM>jbRD6k;_XV3H|-TGG{F!+Gwqqyed88xI#JX zsqTi@qBO$x=6ON5-3uaRCw)DByKWd?&gp9trAxmYk5uBr_bWu=RhYeDciIR+WH64b z>B{$ze$U6GWJVbNthv0#7OM;`s8VVaSHjipUKBr42Xd|V-&*u*{yshUX%_e^HMb%9 zjW_E;1zoGMC)m_=sUm6PwKGB}Ce>ugQFEHaRIXvp^hAMMKqWL4>GuR}= zAd_P`5`ZVBvd36RnRNs|b;CNEs$;wjSHe0~VHO@qztCeUA)CyJUk|0}B6t!_7x|fF zFNNRu6po)gV+f9_A#nR)8F6gw5MFwiKFp-%cEjZODg4Nwvm~F=7h`!$#{cQ)VHM++ zqBD6u6LO$M^dgB}2i{y%_SA45LuXxNsWQlZ1021>kX>@Bztqo~CDA&Y3lvE#1^ zPlfY>%J}@EnrY#-CPODkVe!XK1Qk8<`n+$=4TA4Fwq%-0unL0sCujC9FAI++qX6@_q`6@6FUA zx5{q4{#4}G@}4~u@qFKK#J6;5(PbDtfQr6pE)!wf>RaVM*<}lH^a}} zOT+#9eI{+6cpBP_({q{C-Lr3t_^p55yVs-KV2ix@ca_CElYDt@Mh>Ql%}K+!(so=l z=IPzIJL7yjDi8#B*csPy;mq8{@6St-Ad)m}CE5jVPslpND8w1MCYmAbTpw`>5Z-I) zAeLEo=-||r%8FWJtCq#r2+cN_hwFJUul!^hb9v`&L7bTT6?0~;a{2V_X_o9ug$T_T zzrPWtK)we`m=4f|#MQipr9or^TzT4Zmr~Zwxw2tQzkC@)9w>-@v-4+sK9v0!n2sf= zY#pP?ec5wKtA=EzNm8WoDT_9ffjVz6Vyo2;@#pij`sZs5W-j8c*+<#(V>+jQPZKSV+e9UEzn%k}ed&?5Rre$!bqx`ufNQQoj)d>65 zpE~DfD|(oYV+3}1eP4K{S&ADazKLz6B&R1l-Sx#kXF{qf9QN}83U{|quh4-~Nm2+F zG{fsN1a*#Yi>X+CuVp4y-2v|^*;Q4r^Xedr^#(RU&@^Hw@oB_Rgn}|}B{;p(>GiUS*Byv(NVnEHoF3gO9u$uKQK9F8a3Mx z&NSZ?2LAS`e8d63?-3R7t5yRJ=m#%;a9_Gsjqe6O%eZ>{w#Y( zucu@g_?U|A zCzZk$zBm}2xyvFxUtiVHv8&@h{zh4a9LxaQZb+eQut!b+1~}>}vvDylee>o7X01_5 z3I~T!m63y6x_a=Uc@vhnA-emgfay11_$hVV_Jl}#9McuXk_r2cZ%$7UQ{`n+Ti*JX ziYnFo9~baD`djcYo7kppU zT+;l0$D@Y>y8V=sGI|qrCHSOmEWL>2r9301%}X(`C7wSTBLe0SINf9tm0LXm;b)+G zrvsN0lZaON4?!njp_UwSxD2wIv9i7g_73uW0m;6%>qPXq@T~t)>)pKa({jDhNR~;w z=}$2j25r}X+n&M$lL@Apzqok4IH3L}tW&#+(E=jJ<{;Vs1X>QyIC~b3 zQCA4@5+X!jUv(A(%J!bym$6pYzKyv(yl=^N3 zCI*epQXH+&(7#kY&f(%fhZplsNakkSRBi7@!!^$q&$m}^PrTO;jo878PgD%Vu_(11 zh;WpF$$4k#irP1q@;)Jk{vhP;(G6ftCyY>^A%0wzgt#1<<4A#pPoiNvbb~c2f;K(u zXpEBRCK*AIS9Bhc@f7dQQUtIiC&R4%do}#2e04yD)xpN{vJ?SL;LCr5SS+mPx(Vif zO!pFl8bphFnd-o3>D^IJGldLnD)HXnWJyu(gwfXIme^b_m=tX%FT3F&B~#O|a%64~ zsS3QCJ~2?$u>4TYoVct;POaiHQ8~Y(aF5S0$GU6W^0$7ejxC7Q5nasK;BFxP2oLI$ z7Su`>W0Uvdkp9byK|W8Vh=m(K%6X#E-&h8gyBwqN;#t%LZyMcesUir#7nbpBQk>ur zrj965Se4_Qlrd91!Nb0kX^XY>T9*H#M0&UEsHEIvR?wC++aVV$v#dR>3QI_ULH+?R z^R!C#rN%q{)Ux0i2*TZC8l!`MHT;3O~?r#KZ3?a&NXv7@I=bsNKb&Y|Dx#Rb5Wz~42ifrp0pb6b3(vm z!Og{GQdA_bne|bhGrfuOcGdmBVEntHp_eJS6HQc?#)u)9jC)0XY=3`M|}mo;b5>>EFVfW>MZi<2tvmlnvIEP1=R~@)#pz{?Y)A7 zY?i+`Vh(TFBF&7@Vg#l)HrwJVp`OeLoIeU|9Jkz2%9Vf5_a(G`)5WCZ`$0ht(F|aq zYbdR^u8s>PfgJ%bV{XeXOnHrnMY$bA-&SS^^TahZ&82hnW!C6n9t+ z<6T_G_^+_0s%bIr^Q{Bmsc1P;m-94T=`+1t_7{x7Z^MU@|7p?SW#x~Gz+IgtG zusUJ>n6cj`|FBDi3zvGQ-IMm0z}vjDY=XzGq8(=@T!^Zx9k#YGOR`chRa+-H?1&Ob z|8n;vcH`^P6ApiR7g$W7v&nKcgRC4dZRrWwPZ(yy?9{`0eJ{ zy(*w1kt0_BjWb6kt`gwpsKt^EeN2Q`YpZgZ@Q)#|Dw93H7Euj_T4~Bhmp zSlOR=COV%6gvaDp;*$4RFKYo~ZJ{3Rjm-edn7wMoZ}^lETXQ*3LNfer78!CF`MFt_ z*9gXr(Wng*DU?Z1KG~g6fo=(T`0r_*F9lwuX6SPg?qiPabLrL0ahgZ#4J|=Rs9P(< z?9|J%8J{gi1!XGYnx9WdNBR|t6A*VPtM!meI|&W>gj2J%OcO5($6c5vFxB~GJ_f*Z zDH@$Bio)hT8DY1tdUBeNh6USSOi-+B9k^kbYlZ6ef8lK*htBFH?iW6#zSmXktZL#=x#b}|&O6F#1l-g44+t^k zJGPx1Nc4c^K-6vpPgzXzz=+uWsm>$eJz=y!Ya!%k&!2);$$AtRl^&9zssaYajC5j4 zQzyk^B`Ue3^SKBtO4eoqP53jKwSk}YC8)eZD&F+DPsHLvi3|TyP9%q79Tb3vA56%O z9iDjW-5-{K*xl17#@mAj9nEJa=FxgtN>U9UH7Muv6JZBKNq6EwjkO;Aex!p~YX}kH zHP>G#O$@#^t|-3TRczT`E;x!js$rW=9D0Mn(^L*PT*VVw=$|_3*e9$E>%(blm)P;y zm=0oCjn6$0n!XrI^JBy9r*Xh~`@tfNP=m+}QtsV#b6i!3)1Lnt$Mfdj@KMptCdI)t zu6E}4VMl7_F&wHT21m25=g{^ZhXHb+`W5uyKA#*GrQh^;jgh(G^K1yc&()?Yeuyn$>MOmJ6J96Q%-X_Mi;&%PI;6Bkr(M?lR8-#evo360Q zRp@p?jeAz&{i-z3SYS@;ID`OZ5>k|emxUu)Oe+id&#}kvbyACGe#E!M#x$|^#?&Lq z#*1Ft6Y#`L@aKHGApu0<+{2@V)|r9tO^0f(@LrIDfi60KdFM#hR5Ik>PiEn9weCC^ zkx}xyFfw%`qh%wE*%I81svB_IUDmjNl#AM$-PDpu;DJqd3tD{N;vtPI!6W)C)JEa? zSi&`KJNLJGdP@rm=n^i?`_~TRtbi}kKx`cPnk&{HB21@0t^yS@J)S)%BI{9o%pt!I zPNoh^4-*;7Tyhv~a+trnIn1flHFl6)Q`=B3>B-E!@^cOSx>G|$M!Y5$K^=IRv2ixJ zgU{?J=Pf<|MWi1xs-K(%?|*bZgTJ03KB6eM z%#lovrWb%u4|nq+`ZtQkF_H*rOu72fDiZhq0WLt%ze@TrstvufXZl1VS?ng4T`Kmf zefyl;!j!Mch2Z1*cR!ON+o+H!a;jFqJ@*~#P-{MqOY>3_j_sU%x7NIs#nwFXml6uS8dzwmN0uK8X&5+#+uI(aVG2MC8*CB|>~4&d{ore`Wc!nVoUFiqg(63jf~7vdGOq zQXOh1@uhC~j97go=m7tvaABM;j$@_HW5$(xLQ)5q^__?LxaUaEaR@6m6IFl~v5QMN zh3Kc9^_1P?xj04y^(y03c|@bE?FSAk>83)sckEtmCD`f13q9Nf;VBPuR4|M2-Smgz zQzB0^f2)eANGhCEM=sNrTM?v9V5#c`b7HUgj$a?iKW5bI&Y}TPEu6MRBPF$zJ;aR5 zzWRx8u*s@Upo`4}XX|sG_2Et4(See{T{Y7vfG^yZ3R>uG9UT_5h3N#U5;+Q6r1)Ql z- z*7I#Ni>2SztitU0Nj*BsN9phS=x?w@mc+-}OlqHfya&h}E%60ZZD3V|X%ILp%xp;a zs#+s(!oD;o^>vvX1{%*tU9yXqR?@PdQmV)9Ae9uH5NuT&ZDqhdc%U(zaVRv94Rq9^ zf2vO`D0ONL&_!@4yt$wL8h@YHe>$JVt1LkCJBLjed7~CSFkJ$M9;lap=@EKK znc{?NHGL_nU?I+9pUQP25enzxVCYNyZg?d1iLyS#N$oJpvX-NoqKgaus-?C2Z?II%9py=b}}iynFy%NLBAVJgNbf52p& z?a#5?h*Z8BJ!CH6-jt*^PuX_To-7RdS|hQ>?yGysD>eANo`%)?ywr;WAGhNh#$kn; zIVHk9f{hdVlw+%a**TrT<}^9ckbv33w!V+U1qT$z>t;>g1DX+2;{EA->&be{ppA%f73aHips7+t2`bc-dM6l|S?PdTzjO{75C! z=9buazt7SvPmxLCvqM#usLI!pET-5z1PsuFOB&NPwEZ-jj7spsq(QY~5o3owGun!7 zanzv`p#%AyW0N@=BC9@T!7h?2R=g*8cnHbxP^6o2PtVZ1(y^jcny}KPe|E4DCe2{3 z%nulhByD;jeZ}fRe?ADn3o(STb=js+>vTooJiWQ8?hy$Km=k=EQE5LPPI<3Jr&@=i z8fZ&IXYLp^xi{tRFE4D`K+vc5>Fy(sC&GR4rY3%Q5Kq8C$THpOfAib)Tq#n%t}kv3Q=VUk^EeWn3lTQNbBv(%)7S$tr-|>_ zmydm;(C&bhK`R(9=VOAXlv&GZW*eN+4>mh*z7D%$yH!%3tdbT22BF)&cYKe8lP`7) z@j!2VXIZy^@jCNOacIXy#rgB=tWh_doC_iRZu?udHpyKp`(FCEcESG^nA;>Q$9M1lFeKp(6aqr zxLo%r-YTgL#;_T~G3?Bd1(`g`{Y3ckju9{)bQFj`2X*=NOWgtNx*b5ytl7F;5@8AU zJJw|LH&03U7=~3U;m)EQ#&{)jQf>}?%%*nKIZ5&Ysb0R05+QP?b89U zT7K@<{>Gu=z8(A8b7`t_GPp?GeIDv0SYYfuIbx{~G1hp@e|`H2TgSsFz0p=YrIAAK zOYWinD|tRcty2!ZpU!0-1g?kin+rcb5hOAU3Yu3Ab6~l5`|xFxaev=0G;gxMK6#bi z<>#b|JkL?6_$}+u+}R^~)WH4?3$%)OFjVB%oiMdjzoffkZ)T+-^*ZBu1~N)-S)n;8 z(ybTgO&{2if3uAR#bEkTzl_UY=~CnN(}DqjT>Wi9WmhVzciE~0VeE9Ro2%a)>$*q3 zyumR*u7Vn?dDCx~t+1}9@;nu9F|mh-vm150x>OjPfP2`c|5Jw$-m`swLPK`}?kmbF z*Dolu7-u&LRd4Pb45%7M_ey*4)s5S83jR7GpSnrje{dF8%IE2NT?O5V61!XrQhiK8 zf=CrQ&1t*Olnt5F=ihnpXq$j>wKJzs&+)`6>=gg||5HN?EA=5oDW=QcxvFWg8!M8W zbCp$Rs(KeC1opnETB9qxBA9ii#;x@jdR9^CcFM)Fd&#d(^nLr9Gh!r9hM;yp4@s?T zs_8Bne^JDEO64LHQ{GH_q4w1`Ya?Z0Cy|SehK4#}U;2jV>`KosFiEbcq&66CXzrw` z@CCffzf|pQ7b`q9CG&_ODj2P*$yjEINI***sA6Vq^#$Z zY>OAUQ39Ua8bS7%Jx3Y?2@+v+yqP}r?VM)@}AQ03l z0C)rqS8<1LyIHu{7kOyl&NBo`k%b<+JXW#wnpRVH3Vv~MBBSD4B?AlhCoe;dutB11H8Nki$zs46kD$22UuH%#l@>VMuZ z}#Df{SuFI{A46t>3>IQT02z)w3UY5VFTyXWN2kM_&knEv^B%R9B#ItL~21P=iR z9P^nBrnrV56bWivo8ImL7~I1@ACdmLW75cEk6*m=Rrc=*ypqxDQ5_LV5&7iYf1oKE zD`%5?F$P^Y+h4pK6aFaJ<^6a&ICa7D_2IgDI#9K7*jW?W6L^7Z~5{u()9u(*g!lzV{m+IPd|j0Vuvw&xKmy`lM)OtbXc?N>xG!fL9| z`%^KDmUYWlL@sn6sEqhV z_=qIp-umYT>%#2&EOAzId5Kn8!;LUUD0m|Vzo{3P@46362`-+nf+2eJe{VRGa|ChU zqPCR%h#Qfbvna4-uioD#9*AR1(|{%aY)vuU2*iel-Yy!MO*E>c`(>l%#K@&U^4+to zrn0ab6DsM9%+{=6XouOD>_e5y#}kF>53i8PFa16rPVFdSUS~LdLew1j{063T2Rewf z)Ly`>=6OUlscaAaNRN!Ye~mg$tbM_1yR}`kM7Kua+w2D%Y^YQP#l^ZbWnOf3OA*nB zBODV!nKJ{|uVLbhf|nItxovRgyJ0K8=uJ`G7+S&Vyb5*4>u!&JvLrW(G2HN4t8HFJ z0&ocl*@P1jX3!-J3_J~EnDxzuCXnk1YGy}}e<)~U-J|y$TPq3Zr$tk1rhw|PwFQ51L;>4l;fqz5oivF=Iw_6S z3Wcg@#!G&in8f(`p?X~ZE37h)Ma-3Ht5d>f3tDKXuAW9xn^=jGp#wGJ!b!t7Ym^NdY^TJ(Lg=os0#yD zpm~M>1JVrXuo9Avmv0xV_?IXqg4XL87?K6{pXBK7e_lr6uHR}6`3wq8NiGJ?tz8Nq zjZY17nlXQ`VyNdMdKe8~D$N>9F-2v0Fv6T|4o4#=|FLx0%Unk^=haho=@)Uv9UHS? zsCR-PK1lbosOecSG|P78Yg(la3JAY*Ixgmn?$fz@wdPfY*xA`&^RKmVM@s zX>}o8f2h=1hAme->YDn-#S}6M5K*HPx}A?%FkGL!N7TdYSRmJ9eh=;|>M;r$SzpA= zNlBJ{9{LiQXr&I9Y^6ciAnJ6nF`IGn7`G7$(S5+EF9Z`ld0-7-xsR&8yhqXm~=f1f(#l2vTBizUF~fW2_U8bePGJl-g_ zuM6XCjpU4uxDPB#eTuh>t(fK1D8aD>qnZXgk72{^9G$9n)y^pnLV=t|O#293x=s-( zqus#^j|T6P#5Q=l``42;s*XF7vci;1Ktk0f*&8Lu(vU0@Dc$JV{p zu67iSlA<$4iS3JCvQ)sq9Xq)<{efY|(C9kCkX;CUc-r?D45OjW?1WpN5CEI~gmz@FwV=e~j)@<6*5 zaiW9|K%Uh&X+4j@I48Q&pJ ui$N7eT1&JE?H&41sc5{|o&9ir0cRr3!pr$IE64d2MEv zPHh4zLwWW)`EARx=j+{$h=ocO)%gvYcCW?6{(|>TN>4*JpN>Bb%RQpJh@wQ>A8(e* ze4Hb(@km7SQ)XITU({Pj(BeYvEn8O-K^8+dC|WylB20Ja$$7Px()0=|f1OS3%p4}pH4F9YN+j?!=wr$(Ce{I{gZQC|>4m-E`iKGsxJl}8`nz_W%vwcZ`XFt|n77^EB(V4;vPS~^ z)%J&!dA9LFyt)uE3@ zU{Vq0qO}U~ENb54pq|wXTmRO@25iyUv+vY}>P%dBH&z{VQr2ql^OvdlBUQVbJx*tw zpBXgy9w`vA6#1t-y&KK5^Xe)#(!LO)-^5xH{8sKl+84CMDfvt6ohdIM1PH?@!to(m z)&(wU`HWK4f1AVz6^)J0z>Et>On3_LOusF~dDCyO$=$c_zZ^q;pAxQs$o^QYMG zt+){XQardXBWb=Ce4+;iZs2MlVxS;=8JHcWXpW_Kv2)oa@fTj&W*(7qBeU90QFgJ; z`=bY)e-5#!Xx|?{d(gN6K;t;?Nwdc?W~pPwnB4rZbCaYEj46J%C`*3bC;r(He$?Qg z|NDIp5*zL*JLL%njNI2DnUI$#EwVQ!1&!akEg3<$k4}CZfe7hu3T=_MsVv?9u22MD zA%=f1qU20|YidlhN^G(!dz)#$|sa9Azb>`+RkbGWOVs-38=O z;uZW~$B1k`UAl0x4snLMAk|K`C?-|3rzRF7fOo#`0! zaB#yME>?0m4UFYPZ)x%|{q|OFKE*>)e*v@X$0K?18?lgH`6K!rb?P5nHFf*R?fPR- z!E5&H>0Ev~A!Umu`5F5bLzcon~f2L6M zN}zD&gX8l&pW6Gq2)JTBZOZd=Y6Uw1*)_p5?$q*|?3vj57uYN$2nu5o-phS5=mKzP zmSGmv!dRi&`PcNw!9lmU^12!{*)f|;bdm)NK6aY!ZyBpZL=}pm>x>(qTTR~@f zZl!b+99|HDKq;4*jFQvTBYCY&ynMO4>){Lk;B%bw z>YXB%z1G>z(*qygLCRpR5lKC{u>n%4z4h0hF62dSZuNo3a=*&e_NAlc0jTZvX9CCB z=y3zaw5gs{C@#Bcp`ZY898TJxX!7V{bsoZk>;SOD)pG3dF%4;1X;7XjD4Jxa^u)iBIM zHjs2zQPOFiO#!&dmmCkgIcyhzXrouk8X?J;u$PvhZG;tWmN+7cK~}!-w$KlwE?2Sa zw&wnFN^JAi9)Zsh#y1qPUf#koDznPGmSo0s`HmM1etbwFoeqCz71}x?G^*Fjmsf2d6=1H=NrFIy`7F= zU)JqyCUn4O&u#eorL?jZ8R}stL#lI=f5OYhiQ6^#w?y)m?^=%ArP!93&aL2R9}Z$6VX)!4=>4}NGj$sh9*8#;O@)FCoF#o{i2Q=R%>8+^JTu=&Zlvb0_ z^RGrB=|gZsf5O0}TJJAw_PyS>x{VaxeIw28p^x;Z$YZ||O~z`mDhg?votn46C{T)Q zF6``##CHyEg)X>GM(BdyAi?N}nof`evI9k$7tLcv^f5;acgeBR<|IxgWOb>oPOn&P+*M_tBeE({`%nvi7gvD*rHw;!215bK{jreV zfQdivEENdKjnZ5f@wh7i{QAG%QUma>^#uWhBc~*Moz2g4RUj;gXxZ_V?J`2mYZ{|s z`Lr|C%ilGp645sraElkp5F~ZcjASr0}lsrI6iHAz&f4N;zgUv*`%H60)MUK1RgxxH6x{9QD zOVfZtHN5By6MFU&gNj>OZi0ffu^?-)%igVXv|(BxW)Gov(w|oEYv70NYNhU2q29EP zhU|6;s)3k;Nl;!(1N*0P+AA>J)h=0AZHThf1&SUv$&cv%gFEP!pEug(?*U*Y6l;>D zf74cC%{fyAHMtm}|0+Ej0O(lNl*I4Ai~}&+kRrbNt&?hhLq*^eXd!q}xdD=|y`^PA zb+5YqMY!^cSmy&}FlxG_JLRFX+uyLW%TRJtYNuK_yks=Kmx5rr&1e4adOcH5O*97& ztQHrt9gXd7=_-65$IX@Riy=^0KQm$We`pZG_l`v6{wwhgpHQ<=(@?_kHE-yRp7+JF zZ_k05$AP-AT8B7-uYuu)(~#U{^N35vQpKw>LMCIlH`n&Kkd|VT{Q)`4_7;eJw&}lfWbaowzlEQZe_QM?O@vsOH`h+ z=WByI$ng^5+R`!@pL3|=Wa!xLsW%ADt3}^eCf%-XRc@zkl$C;@r;E|;ykDLlWhTf@ z#!w+hL$BwLu%Ez>(ocZ63`B<#f0z1S^@(}gmBCb?iYx(=Srw8~Pr1tS5_BrGxoRp- z9C{;Wz><=fY`G0itSvt*mgyI)m8dayHVZm~7G>DczXeGfz>Fk{AH4jSq}9C_Vf#Ha z$T6EHYXpW}Y^A&MNa$~(bIMXmzjSkYsTQ4bO~wL@zDzK?Uc?#gg@jmBe@yh#Y)8z6 zV4`+D90HeuEteA1-nOSb{0im-2LYJYama5HqI5na}>NyVT_rx)?2q}%HQSg^5tR7|Wp4RR` zm*M=Q5p7GUO-Td+3Q-t&e+IeeAK}Jz=BGV8pi|h=R`oJU%vXj8-xswnn#1Ay^=c&J znQQ)edzaKML`77`l%>5fCB#FkAuQCepiS;^+qPTIX3f=_6vwe_JN3_*c5V;{ z$>vAoG?vr`l=?5}kM|`?Z9iN38JxU$d&JOwn;|srX(d&=FQmzAIsZCU~tTW&p zx=G@0B&<6kJ(jUz94EUX6#P83B=upP8&Kv3x86_SL_Xn`o8dM{XYBXbJoFcmyDLwi z)6%Xgj~wm|tJG|Ne~!YYGGlpxefaj#=~7Jti8=G!n7wD;Azi7Q!pa;)@=S{Zeof5eAlJc>Q)YIM{CCND-5 z3G(XGB9t;(^K23xa1_tcyWMx`yRR1cJHZ_w2s zvG(GEB^53ArftHVE~fYU{2Ti^aO9`1-8|kzeJnZVpM;GXT<^7&W^olpV_gLK0|{4< zBLXNa<*WgGe|80*>O%9prqmI1)^xVBGjfo42K}nzk z#@YkOqc{7#KD=00HOx!dNsNpFv(gI#(Lu))G;CxjFj13?4EHXTzg0_6Hq1zLg3qU` z*C^PtAG~hBnp7rG%IXn7f$l}%OUY$T&yhI3qrpUtf7T4`CnWZYuG(#KV_GqIL~+m^ z!iPlE?l@Zkc$L(~e1d{DCy+rLww~b92Ph)wrN}sM9WPzDz@g_GH{SbpjtyB`>g6fq z{;K)rTBc`f3zP{BAau*tFJ+o!ER?NIt8L7et`)E$KIetM87Gr{lCznML_2y(+}xA4 zi$r?uf5I6lH?&BNL@S%~EPIb-pCah`{ry~Litxs~Q7gF-hvE;?o3&ZEI=WHUJ^+n2 z)E#BRPKFJ8-hp4m^%5TseOi;QBBXssNSi@5JF3RUe9VoO%&eCz$(rrHF);XHFQF~g z?OFpgPH&2z_v;zcs9U{G<4>1VwX;jvC%twTf15+r!Ll_1DQ{KlB=p*jv$lGK)xZkx zRf{siE6uXlLBZgTrPzd_GE4YgJRq|Y2n?IVTLN|)f<$jw*g-EoC>^q;-%YYY>7gla zxS>%)ZO<%g0eyfl(aVe16#>;5(UllwnD7G^lK@=XOpRoQ_KH0Dy8B47Rp4K=*C3qa ze>swsaI9d^HAbE0DC%qo;SJVJA?vj9d(=o7YNGe2Hxe^62#0=uGafQtNK~4+Qv3oc z?VwRzc>_GobdTyh6FwZ|aQa4}QZSBHfYQ}%?PVniPFWM*N)ZhEWvgzrLwTIlVxxlG4F)yW3zl-svrn0)|Hkh0Zqa0*3EZ415Z9_f91-A z_dZHiB3_(S#x`Cr5zv^NcH7v9N?lSi5~7=H+qXXzq1m`}7yj0ZeQ3bXHG7?yQ4k{` z(vbw6yZ8gMk@C^d=i{QsG~z%JH0G*2VWB>xa@v9Y{>NCJQK{x6Uasqjylac0dV!C+ z34x`Xl~tEplu7+1UL3U$t=^ZHf2J0K#koAaJpA8oz;T{Ve(T0uynC6$E~P!5s0B0q z3T&X2^Hq;Q^37N#0B|>U37H(=rWq8{X|_Sd4dBPcD9K#Z&E2X`V)bHU)E^Q0tVhST zyA(=s%HenX^y?qv%rG%j#|FAFHRNef0t)Sg8h%K~aHzWZ7JetYWK&r}e?e{LO#QU7 zRQ)fi!ciM3=F;WBAllnTBd%1!?CbCj7~oQ}9Ir-XM?tCm$jiGpALU%aVn#;6=}@1Q zbhw4xZpW9(|1OukhS!^cE^W|Xk_?0`jo#a1IFt5(MY}Nj(96gq53YE9Y%}1!UK9^? zKOLQuVpYES(B&#eOR<^#e-eYyDEBG=m4V$#O`v_!zxkW|(AXt5ny1E-iBKp|PR8U2 zAbg2LD48}{_zgT_->c$6mxZN|$pbvBQ+l)X-4yy43aFBASk0ZcEils^%YZbRTw2K1 z>{8<1mH~zRDn-=}xR6n}`?Pzu?K<)e2eS_NuMc%-7#M!c-rP{ue;ZWA;5Ou@!+_8Q zhLr5C2o*7+D&*G!=@Tw8S2&}d+f|xLId1#Uj>Ry+$M1Z`?=k6)w?#btjwz@MDBG(V zoS)b{_cHgM9}*EP<)`^CHk8@0Ep{KEq8}7MroLzoYP(~ zHfwyKu@kEDenHe{IJ>l779Kj>w>*S@zF#$B#*5?e!K)_M+l?!s=v?nCR#+v7Giu8O zKQ*pQCnkJY?7|m~n1tal{R`!SZx);7a}Nr8Jp*%Xv^T{Gf8a^J5vX(BXU&0I_K6x( zv)58RXrj5mtP|<>D5{LxGr(ZcqB{1Pm(diLBi&3NKVQvue|%suh$0kj;7Sj6SJy2{ z5l{eZqm@F3IvBqV&ZB*(EV0Xi7~U02I53BipJ|OZ{a24*F)&hG#85z;)NfmB3Fm3z zb4YN_x59_5e=UEsv_*}Xp6cp8<0HawB1}nPX_GQ2HlxSp6K=Uv2x%S( zZ&j2#{}{+XK`sS&THm{cA9vonDyCMd2%11$47``HnRV3wc<^Q6x&G^fgIULuy51ft zf{l%ojlgr^kcy%_YLTKgNda}vyJqhB0aH;YOFL4GW?3%xa*l}1ItLCv!Wc+A#l0U& z^Db-ce>9DipV#Uz0Imd}15VA&745u`5MlUzrfpm z8cWkR)}W|6S}8qF_st-mrd`5VvRo!kLk=0N=Pp`N$R<@bD4+hX3U6}btNwoadHciB zCSWqJky-{U&K_fJRRru1zKrZZCkFr-Q7Wu=e`=If&-;c*U=z0ESRhUYm(z~P+{?FI zcPFyS{Gdl7*`vK4fQ+>^(Nx1i*qflM1KOjU@SeLZ3-NK>kUUXEjz%fsmuN&ai?)F_ zWJVc1)VAM8c|6l!=}VeG8F^CAKVATK&dFG1%VlU^^781>Ij9Y$g!uP@yZbEV7|L+s ze{vA@2JXrP$Z&e3bHUTNK^hbJ<#kMrSjKmU4P%CxBddOQqlRF6_5Pj1XMIwnM1-lx zqBI|`!9Mbo!F0c7_7E6v?ZbM@F!QWsOI}`u!1*$Sf3N)rUT~YFEP!1UvY3yn|0IO> z{8Z=K9V*u{RftgCB>C-6crQPR+GOC*f6euqYH2z+l{6b0Jg1s-Sp$#(s*{Mz)0`m} zo$fVUp&5}7xe~?3n1$&rv*zaz{&oSgj;dYmDFtrs`9jn9pe`mnBm&Rcb5b|Nt4F1# zO+1)N)W?T(g`|pUpZu?lB~Sk-f`w_(GFVSq4)FOv!(}{yWOGw}Vopzu>uYmoeEQ|UL%;lz_Hpe64eKo@`qC9%uJkAr zWN$^OENpOhIe^NE56hokNWI|R|6?25-SnfRG3oMHmFdQ5QiG}JlJbe{f9izq@=Jmt zo9IMJdWF}|7%+DjIF-3>cCjJbneKJx3$S5@L51K?a?(WFM9H#sG_d7O|7S)j$(ZpU-k5)st;s@md6%{Gh0%<#$ zGd=cS7pUU{qhqccLZ}i7e|2I&{taQUNVE^UcEYwICEKx8R@8&u`{PSt>bQaFwAY@j z8D-93Y#SySBtLl#xwUUc!rH^L?zD1n4KaMTETh*&*W9hdC)h#+`iU}0)@6H3BYwnwI2HRRfbaw6UT7=5*a3yBf0r>*kfx#v6(u zMxwewwBE2U0P8`pi$%#W59!Tqe{qpj$J^vIIbpU=vU*gbvpzOonyp|nDJsUx14ym* za^cVX&V6xir}C6~e|x%bnpwrmE}cKUjGjQV%X$aIn6B!p=Zmw2yC*ijEMP+*)@V-{ zUT8TfkfYyid^NcogJY}0Xb!@;5-W@e358o7P~B0XGt^ey8;jrC?;H5S>{ zy=T1LhW|y-!fWvsYEM5IR}dHO+w6m#sahSgm#n5_sdsD1EC}8>)yCw5Ar#K$b7~BJ zlV^Qdk&w!)rAIbCbz!nub_ANJr~sR0B3kCT`cm3!B-4y82gc6vZunWRh1y+8f0nqD zRg>urR0Puvf7#i-TQUDpV;i#pV)RH>yQvICJTzQmI8(OM2;|%S$QxFb5`tsZ{u9BU z;IW>*a}MCYG9EW~8#_oWTk51-!m9g^of9=sAy2$hJZn-Z{O7wnLC*TkU%Ts)# ze(!j``o9+)&)y@rqILB+ttxTXwCwiZ;7S-nGFpl2&pExSC49qe(MfmP=dZ})HM~b0 zkHin#)`97A=5p1fGJVNFpBBFVtbRmnYLg^uaiW5`=iU4HO1@DDmV<}f*F#_dGNU-m zf1k@GOXF6rg+zdr9Jm(`Y_XT3VS|{3ot?vK&$N2$|G<7g&u2OkjEjcMNjNOi+Boa~|&b{~2TM@tNZY**(9yCIs4YC{9bW~)~WcPMEK6A`~yo!Cff$Z(MbE}jF;=3C(P`HiSme;@i6Qm~se}SYO zjM*Vbv!)+h>Sjx{NI_?sqqG8527HwB{47+}CsB~l=!VFI4qWa(BCA7p`%$7|OJN*- zij&>AgoW|2I~H9l zG?b$yea~L!e$u;!+&n8k<#;Z))FxZ|5_t9Ore4&Aq&O}RXwDLC$=jX`-^m$>S9%Fy ze->M^fG4R-wPko&aQ*Uv_aa1pDxUN6Sn=e#a;i?;w-Y+1H9_NEuDL0J%7{}Z>{!iF=7$J3RhRd1(A3H@tKigIGgSM5mJsU%x;wN=^+ua! z+YVpiS8V~*pC&99)YAHxe|CrU>mwY5)s0%eSpvjlHW5pp1CdC6DdK3?mPA^oaLhjW z90sP}-gyp;HI9J0R2TcqdH?9+muf;GmTGwoALes^o4RT_fo-%<*_5%Gs*{N!0*g?= zGf0;v=vaEA%7O!@DE@?}*7#7bBZSRPzE;~mZoyP6h1Xi};0^zWe`yI+Maqho115_r zKWWC!m$N=n84Mtt>AS*LVSDvcezdUgUyX?ZtK4q686?D6xpK}8v z-=*3QGCyZ{kV>fd;)6{mVfK?G6F51fuLvv6n>sn>##$sWuCFgWn12{8_S*0E zR(NlWAI5Uke`W)gFrrg2zz3##IHw%sK|$UHMADvlw2;^v{FAab?^P#%c4duF54%?7 z2bzt^jr!dLf7YGgfk8H|@ez1Lm4Od^ur57;j84qchKz7-b(x10Qol;#~p{K*H{ytnw5u>#>W`|0>>bej%4{LjF)yzOHfJLs%d>6 zuZ(?Oe@^BhKC0epYLj-v3>t>dn=Y*Z?%BKK=pnZEL8pYK#<7nxcm>TNQ|YSP&WNze z-DSEUS9Fe@5D{5*;pq@!S|$EmI8^JO14&kYBCr^JN)u4~+#B=$H7O1V5h#e-jCVD5 zt{VJnrllwLaHp!Df|G<(`U+^eY4xU!_vHj-fBNHLj1Tnzq6nVq`0+b~)VrOl_MQ+p|MIG^)!l z50cozaJ*LF#j@B#6%F_1{=}3>wz21cf2=F%`XA7^et2FyxWY?(h8a7{-S_4$p#aBg z_H$~Anq(-6qdq5L+>$0lm147Lzb~BQI?Bh1SthJ*;)Z_5Dl*>jXqmL{Y1BLDJm+L) zaecGJUeLZqgvmeYYY$!GN376M*|komV}YglL62~!Fz<&@y2zmWOftx#?`hYUe;a9# zxKkE}?pyCRmdwCgU0UG3F}+%mZn8_a@jJ^W<-E6ad)hl+>|nOQkN`z)8Mah%o#ig3 zc@9~Qt2SaQB)AuO3XwDU5N31?-ITInR@2qIM_&1Bty}sIO_9gO!=2;_<~?$@54Qy> zZLdR~)|&%s(*2DqaN^8<8{T4Oe$xkoDW_yY^q2w<&d-u+Dx&4kqU)?6! zR6o8mp~GvXG51%u0N5IsxU|#nFp@Lv0%$LFaOzaW^$YFa?*T-?#`sB?e-G`lo|iA( zRkfx{?PR+7euHUWUN%=fF z`9l|A#6>|qb#XJ-dg!Eo8|;{tePa$GTzkD!o}{(bc6B}k*kIHco5h-G2W1YZ5xzxedw`Wo}(Bx}*UE{0os9lidy9&O~)~|d{jQB~# zv{^RcTP|~e-@-q*9o9N0}c7Is;;!^ zkurAqSz-!-)jq!Y!rf5(?*o5@X1DC~!vK_oZ%?Edl=3_^JFSO8H0klx8FlMjev!6E5}CNgwaQ38@a!(1cH99R zMTe;=8rx&ICo+ITi=q7GTnbsT?GS$NgI1y=zP z5??uR44bg^(EN`7ZuCs_-A4%1{9F0UZv13uX!r9ec|lIxv6x4PAs*0d;{C)@>6e)N zE*|u2d5f1=&fX=+=Ln^OSD3Dhj2>VXZMdj>fmi)@e~OM(KetUyABwJi-vvbzWcq(a*L8WdYWL_lc%)LZXf*>j{;Pj(*VS)395O@Md+fQ{i*{gSg7Qw$h?lK~ zxwpUEC6m!mU*x7ixxkG3py}BGX5lcmDXdV-5Ej=!p`FICEjHE0>7l%M8mMd!Pl-cT zv+6>Xe}C&Zj0((df7YJn#7`$?6LO*FDiZ_bw#a6Dn_%9SN8t9z4BN-Hof24^y)oMU7wQ;$i9gIAH+WFy=f&u_1#F6a}`fwujv zT0Evefco;np{AVV9bK!Hm)^k{i$whpA-L3>LvHN|H<=7I=ITEul;q*EBv?ojva^yY zfARWMBor3l#+d|+-q~a0#VHgIYpY@n!HDP#ooNjP(gb=WWxAj8G!20i6vHN;`M83R z4%5eXM^w}_(abfHBCbMNc)K=MeBv2XQ%uf9GQ6o@LVMKRh&OHq32-5A+O}PN#IOfe z)j{NAN|s=_SwZ5?08Kr%2b>v|qD8m` z4y}e|c85LA%B3@z$JhC|vC@fG*2K}Rh{)*+FJo&7ZvtG`EZmjQn>T<6<(_=dq1wT; ztd4`h;FNkWX)07yH1BBIGD*QtOSK6T#C$gTyI^Pnz*~q(jSC(Kef7kgzcrG9e^*6J z(jK{m_5`ezxWinrA|oBDBTmqyZ{J7Vlexba1yqG*4;~@(5R_{S?jx#NlkMO}Up__0 zG3ud=&zJSqE}4Xx$q>?c=p@i)`%!_Co?Jj5{cpg7^{0Y>_N-=+WV~~XqWR1L`G2O2Ti1IHz%sxn&w|FLUJ*&Cv5pK-Qk-wP=9UC_+=$oA;-^hwd6jS-HHy>;#rP;bgJf8%~Rq+zDA z)3MWEogP8QKIsVj=rIRWu?X`Zr$J@*zw%ocVi-rt#j&pUk862s$3bB z3a_xCzp1a^yGnz^$^4c_fBqrGk4g<(C)2VC45sDS!m@{R{Ms%QXBDD|qq+8_wF_H6 zZIVhV05Fb5SarbMj!rL$ag{_MMIpx(gdUAYXak^yT~$z>L6Z#->|((^xO;GScXxLu zxPK5dc+lYP?(Xhzad!yr7HsoxZSBiG?88*`^vu-ERLw)5p6=5KSS*wjZrgm^oIO}W z1;$JdGWhj9fn;sut!E2+?!ogvA1vOkX7b&;u!%j-4&xZw#IY8>U@;hL^NS8g0pi|_ zNnWne2gpo2_=rn3zP*_8SVs2EN($iXp{gMUiF1rLA*dxye||ZVYSaUrs;Ukm8U^wA zHm%>Xb@e~80Bwnox(2>O37>e?m8rI%U$^7aUP5F9hNv|M1cq25;Iao5&ISKFRW}$Xq4WqGa(?7|N8PUT`o-SwgqE0M8h##gIB>Z z&oyBnROAfwa$mO<2|O>FNeY+Ve7umwztsOd&Wi=(i`4*IY=_1j7pT zKJL7XPX2r4s|;T4`#!%1IsS+*&6Id*RA3ofoiNjP7- z-&c$tFe?IPD7Nmuny8ucn^k%+hRemzMzQf@q4RdXe^Y753Y)@C27b)`zJ>Ep2qLB{ z?-D1zu;OJ}(W)h3V%+eo5Q-(N0^DfZsTF5$Csd1Xq(=9-^tW8pjQkJ@2u?g#1QD-~-I~o7+rY}3014JjTnf=?qeZ&8zc8&w zcb9JZK$=KcjrKU@g9KgQZCX<;EkTH14F?a}2Tq%mp`V0tI>35b(iXwVF|yTDCC*_` zGedH+xJxowYh^8fuZuKwe{#4txhhm|N7&`{rF3MXEI1%@jopj1X{}eAUH_t1M_&;F z^0}HO)aWPi*krYF?mHA^H^#h*c0598UbNmMHV=dG@2drF8w z;pkxmtH!3vs|wr>+o2;}=;xYR!Y8!Qs3QI{`$)B;&Br$C2IScF?m>muRJnNi-yP4B z?h)!Jt4RyR7anOGP}eC>Q{;#F>z|a!*2_cZg~gwPiruPNYZ{vKxyjZ`z0u(Gw$EIl z({^nv1As;1kQ|B`>(5{=1H|e+E-dx9;YXLu8+!hk1$pAyjW!O#s|R1Pa`M z7ADqGJ5A+m`{_IyX?^{kQ%iwKeFQVyXy2{rMG8|4on~UF6{|JvfSm@3s+Whk8H=v> zMLPo%X?3*^&#Wd?Xktr)ljA=3f={G@{c?RN7(nytLugk^Ark%Bbs#ONA#Zmq3YB#Z z4jZd3GgGT#WCL3bBd!Z$r>S_h-WKtt?gC7pZa8U;(G=<<)iK6xHBT0+$!GtLPfll_ zE4GVM5aU!2Q2pfB?W_T~5u>%Z?| z?E|aWb~6#>O>MR9Twr>`TyzL=ANs5SuH)xAe_3^4G54MQIc$UPup~8PqqI1S*N35{ z^rRu*4AP?-#b=oo;y2X8UQ>L=>Q4?#M}Ifhy577LWhKn&;70Ey_NTT*aRKztInl_E z)*ip6C(-?xGH(4pf5pfB0&w$z=Xzpcq=2JSXhb&<3K)0+xL$-xZ)c`&C?LwSy?P>4 zO2`idHQsq=GZ$&;>F{=j6nlj_#6OuJg&IbS1}ZBu^KdcYOz+PAr@BMVo|e+C%dbqZa*w-&=jA$5WfSEs$VD zVfS*a+6ErDt(My=o-(ewyj3(Xsp|m?|JE3su-M(7^ymsvb43&Ell{)o2m7+*ZUd#} zAyx0B&;;2LWIbEy75xLfW*%$qLgo1UE<5xpI_g=vB17yHZAsOO42y0Ak~Zr%)H zH(JXU>ixKQ8CL9&bE-)Hu2Iv$O7i83eG=}zZEyQopVpVpo8Kqv$k4m$7?3*9tX%$S zfB1HtC;8Ad*go8$VqG*vw}fC7oG_*$O!Ck5hE}gJDj`7p zIV>(Z(Pio1=_d9xzTb7C0Z<=kb>lqE+QA+W4!&?^Vqy%zae6u~K|i!|72$AnX&}>B zBF}?Ax^lbtMXSJ&=-8r3ra%7K)4Hnru6G)y-OG^%p=$!3M`VI(e`zzF1mVy+sIZ@B zJz8<~veO(5xl@-R_b6_Iet|#{Qn6Y(Q#yE~O%r*qi1DT$*U2^g!0!{U;z&BJ3;id^ z;RQ26NLOY?>Cz{>f3eQj(u6}eDZ2so>3*D$rsUw;;oa}Q{MsRD_nDg(iy2HpxWWuW zJ0_Ig9q*%K4oS>FR_{VnROO<7y%zFnTlr{LCZF11a5UW(zmJ`fr^LhtK~AQ~T)O-% zs`^6{D;x>!|EgFJ4TS8pHW56@(5`nfz$ljuFP{u;0ncJ`vSBK5G{opKq=Qbl3##9~ zeZsaV;G?lduBvT6`|*)4K&J%jHQLQFRHuq$!yd$^0xN#Gb;VOyHWQ7-IA~u<1vt#9 z{8CYhZizs}EfO^N!v!_-O;5aE-fqkI;i>9m^+Ze|TSxuaAE=pM7reV#5O8ka79n-b zOvzez_P>bZ4l6$VY<%NpH*r!kFu#SbMwgzbvFrMc()X~4Yl<1JH#@qh(-agF(YD98 z%BwsQy-~Z|DpJ01R7xu3G7xKegUrHhQsdVFL;d)!=AY&tfi&92RRDQ zaxbw|QHcB%#+3`U>?+D6MKQZq=(1*UKK?edO{bxL%m5EMQk?+f;YOQTWWlQ@*ufN`_|P#pcA+SX{1@o5cNOM3QV38kd+v42%G z@<@FNlX)+E)`XK3uCuxXZ%{f*|B+XQ{Po9rc>lU(TFeMnbVdorjPtmR4C@+C`{WxX zmQnQ^;R4q?xip{5s9cCfK)U8Z!9UZ9X6W_aG)HIa^!5xqZL|125D$rA5IYV2cbmHq zP>xRduVAkClZIgGd44AxiiitteOWM7xHc)%*DUy_Xf+hS-y5W0OOY2-;e^r}=}bA9iYT-H0J zVe2RU3Qm_Zcg7V1JMM2ZPE2x&Uqg#@0P@pvyY85<*CbBD?9@clYIJ0G^Ji*SPXw~y z^-nA+Bx0rxjDUz11i$K>HOJ8m>H?DMqr?7j^hg-N@zV8n#CGgK$?O+#P#p)8k>Q^? zg?^Szo&zOaD~rJEU$B6rRQ7In?xPBhQ4-RhlE|0fvfXAgmKz#THRKrgCe+$7Ae?>t z)}UN}O_n6m^)#p?QHW^!u9nTohdN$p>+_--sD+RImK@D~P z?}A$Y-=$KNr^n+~lk?)2zQ}!Wkq#W>~^U zJy9H;MU5nkJ$Wx!RS?fcW`%zX0}55ZSqo2|FzcfLZpop&#N{bB%|e;D= z`v0_0bo zL!gF|6g+aF$0pwJryRyNxW_!t7It!lOy!E?%(u)#CA*kcGhQzQKEBm6PUIW6b zb{T`Pof1{^B9zJC6`vs-m@J|BVlDa8BKyz=Eha>Mn)C$K@|q52_Bjdc~tffPAYsEAr% z4IU*6`brP1Z!UfgOc1cW%T)ZB`sSYnp>a{|I0J$$wLj%>O(OUp@tb*RMU>Y@H*|WuU)HCVQzkV~74g;&ZqQLr_-qsO!w8Mje#o%ndMMRl z)yxN0DW=z>;9`~z@R`o^g5I9Z8emBs^9sYZsj-n0AHgH&j` z=982$rx0XP@IG7jDi`ln@DGP5@@$qU6D_0mtazdRzPX?RNjc1ndGw>Lea(k7bWt~& zd5fpWk$j$j-!}5(`O-xzAhRS(euRjI(FJ@|`C7b&w{vnIV$YNtx#L^ngQcqFE6P5^430K1lX;;LET@C-08U;3C$l#29jBN>Le-@50c($ojgc{|q%{ zzA#1v7N&C_88U|vHjxB7AA?nK6UYcV_Nqj!jBJ2bK#^L}N{Mj=W2 zsh8m6&*cj%Ynsz2z*&f8Nny<946wp)?w7O8NFr}_!5MiP-yeQ>8iU94xTHO4zIM5b zruO3EPyLOBYY<_wQ!s#27elv67QP1A5X~Y3{dVYS&Mq!ssNiABlO;QAj1yWB_mZRa zyJE-wFEYuN-nui8g7zpU8>t*fF!6J}ZmZA5`g0+cL1{7Ptn3CSQ>f8)#Yw>hI9vk0 zO9J`2U!weAeptz2W(=CaeG9mPBd6n&h>KWOfYvi=fvc{jLHZRZm{=euK4kBF%%ma= zkd;3p{Bwj1F&#_>eulGZNqbLSq)m$QDpO8K3Hq)iQw_hYVF_tFb@U)v(uzVZr8r#E zXA8px-)hQY1{>2M3TlkB(+-O1{IiaQecGeDN^e1jE*dhfeKP!!ek3Qes(1INArrY6 zXW%aI*o3X?uUpOCeWI{w|2}?OZS;sQfU_BW$O`IsgtF8~mmuaA&WXP~+pbtXpsYL+ z4#$DF39+2+=k@fc5wUGrUGRF@gD-GU=C-T>Cm{S>@GcEVtJ6$y*{_NG{CB{n`-b(6 z5GhA_AO0}X-(gPJt?p~^)|{Oe*?!U!SK)5__Dwjhvyy%b5rsVq?lSaTmO zJj;5ImwTHm~TS8-8SM15kKMy)aKk86ZR=*OA1z8yWv5iZLN=CpH zaRxnpqDs$S9rVeE)(e^a-or_GjJ@*OJe27U6+7k>ytz`BPl|@(??&@H>G{l}KeG6t z&=5;!c1xET=e;d3AS;-*D2u=2;FA2wfQL50@Dqcd!o7vG-#?6Y#N>PiC?|GlEypH( z^(1h?wsoQpJ^c95#jcW-nTRC|;Z@|k zo;-y?k_o$oFE!b`X%)z0KrK&ct~myxW#FR0VcJaDk4CW?8nwWWHj)sie(zQ2+cXGk zM@!G|=)3n?VC$Ms?DmXka$WCxi3cXO?>+M_odn1-IVWgr>2gVHvJ|9X_n~@lq}e~J z`Vt+6>f^rK+UpCIGWbA@Xa7QR@w0iGll3C-0gs0IaM$2pqRF4?0GPA?D)4GYU!Rid z3xy@7nYlfwf@l3Ndh5_4PmEY2ilWTeER}7WJBm*nN@QAX(?7rP*u7z_vK>2i%x>|Q zy&tPm?5lZkSLRE4Gf%E1SEj~hstZ33GKZP=c$rHQvzDwC+>RvL5`_J^1Sg?k2f|lk0 zr_&et`XT2C{7ixc#j!x6v=*?vgFZ{8r!9#@8r(2grb#gN#A^)E2Fii-QNP`XoM05b zy5x@e-e^xE+UTUatj!V2*N|tMjb8P}(2Oideir`QWR93V@KWhqa=dv?Q&|@HQHVX| z;l(c7He9oa!&yqa6}rFk8-@tYv<`JE*%0rC#;-|){L_!S9gXVk2u!2K3Fw75ie8Ny zQigPPvz6Eu?7a5r9Yz+$<}T)7u^|`y4A?SBYKJx2y(w;&O#UASgb_w2qI7>B%Jf!` zUG~5h+(5$@z%ZspN=!k;{CkZ`UJD*C6PDvD>0Si*lWK;$k`W}z%AgJnr@4-mr@t&_ z_ouJ@nr=b~gI_yd{!nu;xbc{34K~U7{i-~e-&O^MaEvi)Fc}s-7s!c`OWbb>HhwT1 z<%bj(;^A#Z2w1U2(3}49!#xwLWwyvzR36GUoZ{aq2WEF~ZF^fMP1Bz#?}pw{F+X+! z9dGt{M>C3M(=D4ells!Dw{}i<+Hm>m1J}Nnt;1|V{wqko#uWn=neq|7C5}=~{rkDn zgg4HzZO2w%6V}|e7Oq{K*2o%>XQ0cY^OypfR3G;7PlRP(m}T6e0mB@*RQl$VAbvDl zsH4ZQCg9jzCOD-!sm?0)n}!jt^+nI8z#C~1X|$4$pJs&ar>}R$wleQ3^&Z*#G=dTF zUV}BVzOIDIU`7bV1ukazPkSikX6oYtiW@al)In){O74T1Dj_ORhku#hTgV?nWI5ZE zw8q2*^~vG81qk{)!XlUX`Szg{aw-Ies@fG`51@;iBaZvE%*GDi>7J|a(+sCj#hBQw zSr{MwFJt}K=H#R-#5I6L47g1*k^00@8OXW1!|EF#k>*-~PUs=k3G7G#4@V z$L9Q-SV2tvFADO7sQBTzepDZqJj(M*KNSdeJLyUIRG*@)K>MwlKXLy}il?|i$K!Nq z#5ZZ_k+X+#)Rp~&tz7ln@;z8;xt;@DVaCTb3odAlY zY1Z(CATUl4zQJe?-GETiOA+*iz-s;@2`Rvr;=BQY(aaMJDJqvTCkct&oHzqX0H3nR z4M~H{24a#kcd&G|B4*|I#+=}UM+@k>tZ`uZFID%L*6~taG-t|Lnov1_hgz4d(>Nww zF;Z(6M)JyK8Q<<-2m|s)M&gfK)`~Mxg}-odaUJnue-$g-ZnE$S5EWbH*vG+E5oWu+nuPj&fIKVjP7{IA_iNJ1df|BLRArZ)<} zqBr^EKU)g1TKEZ~Mb?^t6%x&;B@_-T!?kB4hltEB7%sjbm>A@7nF`(Mk%h}ANdXf& zfD(#3QXOUfL_@}c9IpeHT>#0VRYr|i4}#<#r-vYctT$q)G{aIIw}QdSqmK3p2mt-i z4*vmTL3T040t*)%-t)?r?} zXVmRBIx~^j0>mxuo#ez3dk$)ZR|)wiyntXGn{B8IrBz7_p%LaJmK+qN*}Q}tr#L2~ z4A{9(B|n4&)i7%qCrqJ*AR4g#5k07>DhWX1kzv{e^FB!m1t4RQT>ziNL5O!E@%Kv7 z76UV1N}!!2q#1%^v7jIq;f2W1RpQk9$Q7i&@w`e3Giwoj#V9o?g=`n)VV45*f4z!z6LJKQ!w{Xmhq#1b6dPRb$E_0X z0JG2UBopX1GpLWXRXX3S^*#1+>Cl`*)Oj;#Rs!h z7&rAmk|cq#nF<&b&|;0u=yo1o-l5ocJ)l%N>=M1cyXpi^qTtob z<3%Cv)7z|xp8PZX$MF-3zQ+`H7m2w%O47l|cn{$7da=me7B)q8C8*5X>K#P>C>=PvWW?qO-zB-9mRKeJACMi=D zl~f5^idYveaQFQ{Xf0BmP#5vTqqSv2Dv;7YJu;oXeAF8+!BP8PZYig>9l8T1bfe^P z4k+LH1vmn&nu`Y!&^jI{755L;WK2K#vSmy?B=0#sdZQ_T70|nkR5E06boOE@rzgz` zrUYUIu@=svP_`zy^(F$cUH+~?t4Za9PP1>?;2LPeZBQXgKX>6Kwzq~CFL1$Aqi%s| z-j96WU#>jt27Nn15|Mdf?X;7ECu>7`l3Q{T02mIMzD>QM+ns{nu|o&0YASvxJ`w~H z4J{!7Bn9jWeKeTctOh*@)-L-qRSwYk>cThOW7cju5Gs2V$ac+FQXv=;?H-X_y&S__ zhBySD$rt@IemhVe7s;9|>BHgLw}b?bE=yUB{rm7W=&cHm@mArLx^SQ&QGjOtIaAio z2rR$jbGEnQ_QF?(58acvUBP9v{QcGUqGLbpL{MJ@k*L_DQZ(&rAzcT z4lgoE`EJ*S4XyA38cSjBD%oHW3^x^yZbPJkzT>kLhez%r4P;<|A8sHR%yRXZY7(PE zlplB?0{G0G%l%Mf&f1+oXNBFas8giXfT_)KVsyRvmG>H>MW^WTg%vm(wrgpz&_$%1 zl}WYZqdd;TdOvfk!K3BX5i$}96B@G{p6rjmn7H`hj|dh_qEa09HMG&Yi-(o@sueSz zu_LvK66*AoMHl+g-_6HVNWJ2!x^_y1y_ahYKMy-nEf+E*qVX_`)d-s5Rc_5yfr?@x zKLkc^Y{oMF%Q=bpfp^t@0pojP(E)2!SyF%NMEtE!eT4Dp@}mo(AFn7O24tOsu0KUv zMWNbdgJKlFayZAfDR4Oi3#?r=9f#UQO5B$5R-MIHz*M#};gxCUZ~dXwY@f1mNSPu8 ze3p&4&SaY1AH2vGYEbRxgViM?fk=m*M0wqnh3lg0J&)u3HIt6KU0h76jSdx#tX7yO zqF?-H@f!_;o?r|~d>XsO#?dfB^r1=k`vn?cIrs<*#gMalZ@Yr!EpN1G9HwbuB+>zG z$1w3(6d|uoV;}zuYD1(Z9md+2BWzE2sPxjop~R& zocdJ`)X0|5B^%ZoKL<$!%tf1jU)Fyf-Z0j>GdbsVp!DBT_aU^&ckAom z_00cHe?75lMCYh(A<%lai5=+GTxFToHfS_F(J=!}Xk@qZdzgFXIY7e_Gx{z~2R(Br zW(Lel7KMznlgNaDP&-Hie4pGq#kG-ZhD>=&ebAy7~teu7ADm(FKpGfII}S$dp3reRxkaHpXfjL}s}9-&~EH|2J6 z>Qjn^(yc6_Ec3k;+R`-kGi0ioja#A-VMc!?n3k{~J=2~0tpFoK0=-7Lt*zTZ*3|Yw zO42zAjTOktpC${oDQdox_YbA+6$SVq`c z{8iknLIj^og7&=`ZD|IIe8KEFGfC=OpSeVnK2cI@YO+>AutTkc*6X`JH4j;+t(nh^ zuGEpRdiSz9B;2nIJlOJUPPLLCEmoZ!(vjEo)7QJ{04LPKtg%hXu$;6Xr4mN9yYo5*H$wyV(q$%Pg)|T;3DWn^u z=9v{5#6bt%Bhsv`qQnvV!M);$Dc`gy1^2;Ja*a{)8nLGpS=1T~wH9d}G;W!jl0k>7mF94DU+_k<8T zIvC^`8Q(HF;GWsr##Fk*(t=2)mQU>Z=`M;~2M3l3NmlF64QJ;Grr6Fys$VB1dQ{}@Yqc^LS zpf_G&z1j&Erq2JkSv2A6tc_1Lsm>cv6h6ja=F7#>+3@4q_m==JnJDeI4s>Y*@zHOp zMVb{(PTDTa$7Dl7UgY;ndUJo;kbU8Gh40x!0e(x`{KEZNhuUy&?eQ#M(xrG!vj`5E z)N0hKRI(+^rpR1TRnz!2RpioZ>EyEECNIjgqy?2-sr&htrhCYk_eel#O0xd?ATRCU z<1ibUY36osT9WB2-`~fC{Jj$st|Sx3?zD^_M&J0-Srcd;=cqpUP;xaDlXfzR*~F=k z0aRBnx2S%gZ4-j4pq+z!XJ2;%L2&SVvm}xB&2Z$78DEPhI)=)`7RVJqgK1SxH46 z@KMbo6``N(un`Xr*p!G+e7$TB0vJI7p3(gWvTrP3xdjiYUNMPoJbV)yfaxvGaa_T@ zBi{+ZEBNkhRUs95S^rU{@s$=H`KJl0{%3B(tHI|A`sZEM!IalMN}EH<5`I4Kr}2J6 z-K_6=SqxPDD_GkN#78{_^HPusZULt}l7Ef}s-n}A?bk1E{fr)ob07V@6JDW!*TTp> z*?07s*H#G^HTg1{vB*ecktTweWQ6r8i~iV_S@MpIEVQUknf|6({(t-gwbOTA#}B-? zL)hP~&R7T)M-|IwJvnp?I zn>q(CmZ_WR@z~$K0`IsoHGZJdi^)t57v*qk6j?CzU&nGg3{os|9xkgX|=X~ z4dKggpF5<+fz3O|8_4zrgolJTqTUC|(Zgyy-Rg>00et4+=>`SLNW3a0O(S%NACtYK z37Xv(oXbzPHK-UQBe_x;cV4V-owY*}9<{TCc4tlVXsgTN92}B8CSq_vRPI~LC_#$! zhqgxSg^i=tK_S=j8paKhGqY3nDZ}ZDg9|L)1+&aDp>|M z`Ub2-hrfTl<+a&PMzcz+YChkT7_`AIfg07^!sG=VsSSD+a6K zZD*tocD%+06*A-$@y)7Nj7EPz$3igor1VHaVnA>;*RMeGnM1HOUkN}3K#?=Eu(5Hm zGV9QQnB*PJ#QqhCBBmDO`NsT>otcH@e+E+$MWDhU*_cxZMWOKVSh+w<64uTxuEeY? z?EecVzKmBysL6hDzme?h~GXOo5l(Htb^WE8Rp zL!dy3DD&T_q74QQDF?U*7qQ_&qZ<3m!OO#$(vuFw*A8&q1Mmo3X)i3s>&q_$hG>ZU z`3fUsh>}{tbJkK?a;ov)e21>#CbfSQ!Sg68XMKK(LXA{}Bno-LQ<{>VknZsv7-vCE z#w!V@N91Oy7q&AL>GMmAp&r^3HX>))S*N86mP8dfpxOBu8$UzEcaMaLVaSY#gbV-n z+*7W*n1ufVPw1Sq~kU` z>MPkdF+ja=9X9n-e81rux`B+)hMreK_rvQ|P8!XlG){}z)~Ya&VmD+HMW3DUl6r(Q zSR~b4QD&K@xR!L%A3yLx%UzW>?T3nB#LDYPX6Ftt1w5e~g?m0z7LJ%PS~mL7MRS52lSW8?7C@w8HZ5sTbS$>*<)Q^T=OOjjR2g`dQ;{RgC;q z%uaQ7LyvM;)h$jB=u;lEzgFjKn^&yf7c_~I4LB1<%B110OA#?{W_9#LyB4P8^<=Uw z0?)2&%U*D#H58DRWfeB6XXMC|PK;>~=6~*j(iS5@u@ssL`tU2NPUSsauxDp>zPA_V zuuW7yP&u~p5!mesq zxH<2*zQ+CU`|gcf_3FA`1JsHK2c$b1zEy8M#@hJlZF<5XvOx7?7NPK~StIztv86pgYZBU7x#9H7eX+@4_NaTb;I_YZ3!VUz&IhS-2{Y?P(JRJHm9V*O& z4r?hc=~vLBn$6F?ko)!NIwfCH4ktSZz%62WzP5DfJ~A%GoW!*6#^h%vGxib=5_mKc zz_z2i7QNZ#hHN{_ylzmKb(vmSadFM2dgw>i36L*F5tx->HG)H$XBst6fuylAQ8bCk zf-D)ub@-%m`1b{rF!G!9QaAO}LQA~;!htNjXf#f;TJ5UYXbkhFt9j?7aSBS~d;+v3 zP+U-|1d3;!7fxH5tp2vLhEJK0CMjzfTz@0m)0=Bma@p7I56-UwNVn6sg<+X4?mkik zh5JS{4$gCsH`1-0%M+7BQ#f-IDW|#?bM|%exlOeBxr|0NIq2X`Oy0RL<*=Wo zAEQqm#M-Gtqip56ZJOKmO_Af)uz>oo4CCPLC}e~`JIuPzSFddu5TVJ1K=8dwbVzhw zH@m5?T%E?5Y{}UG>~2>gv2@kmw&-6RJd`beu$vo5w_Ex%Q%E)b^#V;KXJj0ybcI`J=o z2cseC?G?eNN3_o^WX5lqwYssj8A`arNM^qv@lscPuy$twsZxi-tdIMXtae$-x4t)? z8%ehK+pPg@C%N_>ZTKUP8^$To8i$fyl~~VO+t^WAv3k{VtA+@xi_ISOtL6p9OWG3$ z(3}2ORq^Qp&qx<_Wa%`=CT~y{bc8=Z<_=~quFmGh_WzL_O>96c?CiwM#Q%}__&`i* zUQXsIzh$A&0Co<25RdEjI|qnKlUSF9n3b62pHjuq(egf? zwfzxh5JPYd##jykZ4O#l4pv%@1Vu(8)CqSgpz4d-2!WT2+&6>B@FhgUD#-m$0DO3f znBdtA&Ok1DTMoW=4mR2h>>KkZX`EmZoWt@T1*lTJ)KR@$a&?0O9-yMq2Lx7T*#p=O zf(h00W-Oy$Hkx&x$LI0DpbC}qx+SAbo0JxabhY+nhUKDF^I{UwM%d**{WAWsuV<>~ zKrXTr2XUCw=V2$v;n1=I|=wXG-LcQu}jkP6CdJ(iC fAp`2FcnJQ_Q%U(F4~6va{2bgM3JP&W3DAE5PTg#F diff --git a/doc_network/mapping_at_scale.tex b/doc_network/mapping_at_scale.tex index 31e1648..be545b5 100644 --- a/doc_network/mapping_at_scale.tex +++ b/doc_network/mapping_at_scale.tex @@ -340,19 +340,61 @@ \subsection{2.3 VOSviewer the VOSviewer tool which is very popular for network analysis in bibliometric studies (Waltman, Eck, and Noyons 2010). -\hypertarget{llm-trick}{% -\subsection{2.4 LLM trick}\label{llm-trick}} +In graph theory, a community corresponds to a set of nodes in a graph +that are strongly interconnected with each other, while being less +connected with nodes outside this community. Communities can be +identified in order to understand the underlying structure and patterns +of the graph, as well as to analyze the relationships and interactions +between the entities that make it up. To identify communities, we use +the Louvain method. This algorithm works by optimizing a modularity +measure that evaluates the strength of communities in a graph. More +precisely, Louvain seeks to maximize modularity by progressively moving +the nodes of a graph into different communities, in an iterative +fashion. At each stage, he merges neighboring communities if this leads +to an improvement in the overall modularity of the graph. This iterative +process continues until no further moves can increase modularity. +Clusters are computed with the Louvain algorithm, from the open source +javascript library graphology-communities-louvain. \hypertarget{making-insightful-maps}{% \section{3. Making insightful maps}\label{making-insightful-maps}} +This scanR feature is designed to help users gain a better understanding +of the underlying structures via thematic or co-publication maps. To +help the user, it's important to be able to characterize each of the +communities automatically identified. It is therefore important to label +each community before describing them. + +\hypertarget{llm-trick}{% +\subsection{3.1 LLM trick}\label{llm-trick}} + +To name the communities we use generative AI from Mistral AI +(`open-mistral-nemo' model). The names are obtained from the main themes +of the publications collected for each community. For the time being, we +limit ourselves to the 2000 most relevant publications (in relation to +the user's search) for each community. The following prompt is used: + +\begin{quote} +You have been tasked with naming distinct fields of study for several +communities of research publications. Below are lists of topics and +their weights representing each community. Your goal is to provide a +unique and descriptive name for each field of study that best +encapsulates the essence of the topics within that community. Each +should be unique and as short as possible. If the list of topic is +empty, output a empty string. Output as JSON object with the list number +and the single unique generated name. ``` +\end{quote} + \hypertarget{citation-hot-topics}{% \subsection{3.1 Citation / hot topics}\label{citation-hot-topics}} -We use citations data from OpenAlex, which is as of today one of the -best open source datasource. However, citations metadata from OpenAlex -remains incomplete and must therefore be interpreted with caution -(Alperin et al. 2024). +A citation score is estimated for each cluster. This score relates the +number of recent citations (over the last two years) to the number of +total publications in the cluster. This score is intended to help detect +hotspots in the communities identified in the corpus. We use citations +data from OpenAlex, which is as of today one of the best open source +datasource. However, citations metadata from OpenAlex remains incomplete +and must therefore be interpreted with caution (Alperin et al. 2024). \hypertarget{custom-perimeter}{% \subsection{3.2 Custom perimeter}\label{custom-perimeter}} diff --git a/doc_network/out.docx b/doc_network/out.docx index 2822a51dbd9e93cdff31d63b44acc6115b8de0cb..06ef07d0cc29261a82f12c22eb8c0c4e85e27608 100644 GIT binary patch delta 7994 zcmZ8`WmFtWvn>oZxD#w}cZc9kaCdii*TI8J1`i(Gox$B9xJz(?28Rf6^PTh7yV8HE z_O7m4-PNmqbno;~*!mb)bTvgdcsv*Y5C}u)!`g^m01NlmHrK;q!D9S%3{c2(^vp?N zV36`4GXNs+xeJNB&uc+BgI%aN;6oh$M23$rs(zbgU@(ay_YMWHd*q5rU#Gdcyz?^; zJ&@x^ikLnH?4#|im}b)7UpoQ{S;5f}iIE zJy*QoQQ5MeLWkZu1O^?@@Sa!OXRmta?U#SS- zSuy-s@0!JFwkV?bu>dY@9bvS)P|{MEJ-qroMEeMP#r^>A4V>hfgb3xC{$Mw_le6Hq zXzeeKjR%+xv0rU)H~m@W!jOpy108NixbDI{en@7^zeP=4;#ZRpd2&J?_gNr(5mBet zJ1TvBaP=1NBZzG27CkLUYdt_hWX!Q(PF+_x(0A|QJBx6VcdN{FBC*yj(wQp79G0`p z3gnDTJ4)g(9IKSwDUEaPD1&JO-=<@ns^G`TsIHz4NWE8wUDyEQtO8o2-OH)4+j=RjK_iO+0h#k`E&1dFpq*L`1AT%{B zv>-iV*ytaWTbZ`o815I{4g^iLHia_4A9HVvQvEs@Eans>ki>fXQB*PB} zLxatl=%MoIhN)y0;fJZ_^^hRE0qxi@aHjOCK>35O%bbM~W$lTkUz7$48mz?U3O#)y z8O1^(r5u1p3T4FwRG%6>jd%fQL=YtSi7^g-9afKf+z4QZxzQUrGs+H@f(^&d;$vT! z$i@%z;X;}&CnPfQ9foB2k@p9WFa2^Jzm2LKFDem07L|3We)7nWcEHRck)db-ckUI3-~|x5`*1tAKMf(++hUx{<)t zAkL@%sBE&J6rzM91+irrr;hrB-0rBP;HFPc#pO~5vuHrYs2ZyQrPL0CRY&-3lPGPf zyNEQ&SG^7Xy`(cZ(s#JOCk|%WFF+`O zG6aBI$-VNSL|B8ULM|sjNPiVE1xY^O6ZH%QBP+q)R@pUtC!}?Kyf1ls#5ASd_Q|g z?&0LN!I#Lbkzv9#Nnp~EG%vKZTobvd9o33lg~f@}$rTL#a%mlZNPtkk6u1V%>01FeA=Mp`B#P-&(^}xoKp;jJQ&Z%tDTWJ)%R+QzXR+CsMLq^^l!i^eGR zA$nhqEvLV$)lYs?HWci^H>v-P6B%%xT(*Y5pK=kut*c7baCf_-mNX`~;9`Yi0TCY` z_BaD!hnRqS8jgHQ^XPT~9A)9|%wDPLo6D4Ta74e(1nNz5d&)4Y2gnIs@jpOo_d_P^ znB2@vk_Onmn!6>EQ4Ap@4Fq!*De)jCyvrF%wwPh8RF&89oV*?vzsI=xlxa@^(Jy}X z;>Rt>v`Y4~ZEQiQj=M(~ezM7Box_gY)dPGb<6HwLYj~mIWwsk-$@0W<@)POm|I%M-< zyf6Y2bx2krv3r*LYqu7?L}LY94bc)oxc0_Sw|+mF!APpw^i7c=w@jR%ahQnMsL+!sI9Yk5Jfkj2RN&Gk@OpHi+zECfFpFcoLrSpxS_zhbZ6XDy_lnS@y@`YVgpR}fHS^meCaJfQo*lAIpjSV!k@r6rB}vlGyE zV*deFhZ!+)FL9;nusRN|4x4%H>Lhz8i2Il$>fKp51ZAup>uZnu5<#4fT>kXH=zFNb3i`DKC?i)2-1!a*grh(aMa)^V2VmPW{t@dAuGpoR?? zBQ*RB8M($sM^2I<;IY+MFFZxx&-Kp*(sxAy&EC{csvixbsh% z__Tz3GJf>mb@0lT;dA0SWmMXC^hKnZb)i)+%rAQN_m)Zg&a)&ZvpMdD!8c$FZ)U&F z&07s}rP<9;fa$F4A`50uw|`$$0c*YH9(C!yT4ohV9n+yv@oP4-$pc}*bK#)Fk}l0F zO|l9itKNrKKE5ImAZ~SR*SZt9gQ=EGAy`FvcdmT6GE7)K~kQ5lE>#ba?|`5;0nf!=*Ii;KE*-1 zo?h8g|9$xqif=N2AV^_PcrsPi^QZedJ;l>v;{|ns57aDGhYriJY1&#?4OS=?67JmV z6mE)6e>7UIaDqX@My+bQ@Wx_(68AnA`luPpKd+eb7iou2uUxRmbHc%rIvi4rajC-~ zl)HZJF>OA;5v$t>YcXYhHSHw2qK$c=y;I#I7PoQ7ggfLh;s+CdtbQ(2jom=Bit?}w z_68F{M-X4}w$+~J1J~|3+pkM~(P|@gOU{g0QRtwqg&qY>V#g{rzHZ$6FV)G7%J=%z z{@S-n;}&b=Wn;ACJ3C-%N6xj#hol81M5F$GYHLzz)oWwxFKR>sz8*@Wo0m-*dj-mr z!5H{DAE6knbEj#RM%*X^BS+?|7rUsSaQ6ePQ!nvMyCffYTRu=Hpp?oRpS+y{=n|DIK zH=WdoIS?@nmS8h?DZN_qbif!!Nc)gRcYN5TGy$DbVjoBqf9i~-X()P3$rS_1h1Oh< zu7b}f*?)+c+6f4jz`^sWks=;8PN7XWurF2Qh`^fSt=7Ev0EnRjFj1IrK{^LflLJcr zPpx_0t|R)oz2LL@y93{qXZP&Z)4fqx4<3{50?M2qT<7OZb>e z;-F3UQwZFxKoT+`NO&q}HI&l%5xG6?t>L-RW~-9zm1e|_=MDwrN9`9#VloSv)+y{z_rMDGmY+Td`th>qfv!o?(gx(=P0j?BLvb+GK;CQN?x zHoFz7x?AnT>(Xwm_C}IkT21cVlINv?*?qg|{g zG~94??+$*)3(!bP%e~HGqVhlHI^&^~BdCn^K|uM+Yh-s)MG*LkWmeZ11L@ev@qYNA zyLy7J*Tur!Yw&2&bmj3L*4YZKN>h&A`i_{I9ifhf3s*4ctwOd~vG}`qQX`>(bk;~s zyDuQak{2-Lb|MoEL*O6g7y)Kvh^4Kk=PkIx_m|nTWIHi`0XD87 z0g>me74gc_wpfysMm`tw^_M@UMMIfTRa8ofj233RYD8ApKA8LacGLTxAfcrRCC5v2 zQI-GKnH+WR!NkmDpK2`RrF)>n0 z>4MAMzFd{*YK5`6cSLxz`RZ*Le*kEX6AP%iIv)O-7DHV~7`cr9xcpuw`0Hj<>q(iP z;33yGRju)}12vsZ*nmL=bF_Gk-7WGICx(S~DpQ11830FVnGK_7C@wp-hA0KIGKNQL zW%ifg{Pu=nQ3={`zs(5MQ{ zf7&>CA$TFW_6rV@QP9dg?m40+B5MosVqm>(qX{!El}^@;Kf5ATa87jHlENcwU$VMx zH+@CBSEAEV&eAcBPV4=nbY{GAm<8x_#-nGRzP%YJwDU)m#gTl8oPH$ zZ$9gD)aO5(y|hVcFJOTSKe^Ob^Dn{V;7R4jF4We;cQcLG&l^&%ll6|6K^f*bO_Ywk zKR{@mNJvQAuDw4I!~3yq;82$0F+C`l?c4kMJb5k-R#TGa=eM-Nad>Cu6blO9;;guM z1~&T--5-4^vN5%;4-ny=u7dI`mba>2UpAz~T2|KjJYAf(w^z-yh&_EjzDR&?E?1_U zdyF(qT%Nt-mRF{NiMBQZI_d{1g4!~Lj0=|XTp*pbU0wLT{Lg|T4(C_BX#bt>n|wt^ zh9>If2Pm*Q#LcYzvH7dFEXeff9Iv|e$8RoZ>qD?A!!q$kXRm-z+{{DR&OucxO@CF6w-~*d}@zz0h_k zm0?Kli>l)CTQU6a`{vU01$Boq(RYO14|B@&`m3@a{l#ZP@Xv=Um`0yt4964K+o^5- zNcMgphxJJqiauQu&;%t+{n|H?Ru8bheO@3|;`0(&Eh)Pz_uM6KZqI!IX#h7go5+&= z4y>c6S^K~svh%Ir``=3@7?yoGrcnCBN;tC-h3zqZxy^LJK{wlU?zwS<(t-BXs8xJj zwl|}jhK{Qaj8RO#o9u`Sp}^8kY()rF2*aEm|4tTu!42)X+SumjnzZ3^iTyZ$FjUgZ zp%@wa-8b+vY>Nv+Pr)O%xhy6O2FaiKIu!R5Wz-K;ehoOCBACmJnUDTwO|AL zul1fJ>>;FZ4G?8c_Sigpl3@A*C%~a>8Qm^UtXw_c2AI!E1ficm>ORi)^H{}!6cNrts&F3_+r!c4a^XzMmpPd>koV8y|TSN}%M4dzk z{Mm?~cmrO-31(wN&*{i&N%p8slJb*aG>D9Oa8!aF{j8Fn6D|sigSoi3)Iw4y{upPk z^Gw7im&4Si8Jk-kXA2nPBkpW?mT2TQuvQa(a?9WeER<9uD^!lj1=*7EZnl~M%W#yT zO?ClkaB^07sVEvQ`9wLHZh;D82VXM4ICX7&$~1CJ`x1)pg!WNEMs>|L&FFKJR~cLc zGR=IW{O^?E*CSL^g##ar=HT1u6l8Z7MAu+X#)X*}*4iNSPI&paqu!A}eEB&f`d)4e zNQ@G7%0&*cHyU%Y6K#HZO4;C{wZ=UXqcY7+44O2gAM4QeB5T5;j692(*y@Ob7rw+C zbOEq>(7qEFXLs^a#L!6^YShScVtuL8_)X#oH2VBI6`74M;pT1qFg=7QTZui6!4N0M5?GA( zDq0``c($xHh%ZEj zXQ#vE7*dPL_$e;{t7#H|9pZv=g<<;KCabKz7y1L`KFA9G;SP2=+zW6E9)+L(@KYoj zo&3J0>%Dst4@zC zbs}Ovp54bKD`$ewW#N&U-w>Qk`>j-DU75`U7(b_!hV6~x^2CN{YCQ<&xuDCR z?rVm%eL%+w;+Mt__Jc6%;F#w&4h!UHj_o_PqHca};CTm1j7sA)?VV=cWUJZ@XOm+h zOpp>TB)whNbHrdfqK|gEFS=wKUr;fcBY-p-c1`<&M&pN}wX=$#A!w48_s`wSDc-x3+S@8$a8TH^So2P28^G_2 z@%NRAxB1SC<^>H#n4~OylGq&c@(3HRK6Vv*GWBUsLxwMrb@${=z|uY2^D)+J50IQOrSSLhL5#l$XM(NTh@NCHFZcN4E!K z1RY+l%hCpt5y`{~W7{iYVpNf~Ly-cv=pU6s8QPp}&@YJAV5|1V*a|{<$GFO>Z7jSp zB==L4G*425W^sjknlee!6%xnVvmh|2P4QDFrnKVfmphS>9gzFJti_+D9B8b#z5_sh zyQQh@Vv*Zy{=oEYc6}-UX>f-wBQD)GXVwfZJhypH2Q@SlR=2Yc^PB9;+l((83LDVIoP5uQakiX5go;OA{>Zt0lP zrG&=^cq+MOFYy^U)ll5)k5i23R3@5>n|B<#P}Y7rfcqs!2~Nu#-Z_Zz>)fGcRy!#8@ z1|DiAzs6n%7=)pyWhMNgglKXfhjtkR&bE=0Mh|ws7xD`bCLn$JGB2m=-*=JHx<#|O z$I(oi4?Z>nn}#uj=LN=Lz3t=E>@)G1RlSDZ37Z*Rk@G$*V9%B;d%m2%>5Z&>XVJ8D zI$qqAnpa>R;d`!iPtgu^p>tl9Fsp`V*Fi6-^O%}b3+hyGl{aNM4T%gNH zEfy_0K*e^#Z|r@C!kJ1ij@h-FlKXDuxoLs%{J^i?Covkb%FoGkMvM>bELzr-hhJ5#Fl$8sO#Sq*;nD>#y zd%~k$;Z=s{jI*%Js(qM~o@+gA@U_fs7+v1T0lHQcW12**T|-?x5`8h#u0{z}$g@({ z-S}@adrpSJUWsb&pN^YA93iboFAADkDfr_-F4{&~E;Fa+^tSsKKRpdbW$lS+;J`Tn zqn2ICmU~ED_Ne|#2~qI+rzIESkJTQFP=C_8a|fXdurw4i>FTkoXA{Q-O$JX?gWhrC z1$mgxI@)wTl>eE-Fp!SEadNmZ#Xn^%>)G4|bc{87-wBuvkrIXvRT3?D`_)I<90y5N z0Mn0$?%CewBlYV06F(9^L6Kg%z&$Sol=MJ!zi)eaCSbpE|3-sVD|dmKcx@iu>;OfC zo_4($2ZekTBKy?ohWkP@Z6G_kUe5LA+5*WoP4Xh0i4x|KjmUFzWTyo;ivZwe2er{&?6W! zhOOS2tg1)dkuvX%xmO_3$5_NprU1_PXvSg6z+t6o&2oHgdXxKWNG;cA_%12XtVc?< z#uH!s57r&yK`eWkt*o%`M|8jXz_>*bs4g>H_w`J0e@>wSZ zF$8)O7LGT}Ur(+pCMIM=J2S~-`qNEFTjFu@&CStjkhbSK_)Fh!@c&XVn*~VV0RPCC zqM-DD^~@Er=6{_83SHnop<@QQe;E!YBv{~oq|TpnrwNLQlS+k)d6ez?He$N`Bi264xyu{6otA$F^5l{tB}#Hp(;ugtNWRpUpasMe z46?j8!dV3w#+;@@R+&|lLRu-_Q3)jKYmykt#If?V?*`}O0dq7A4Il)a&5slF9K12| zVFZrvX)*L?fQ<*osa^)dw!3|iH6E~EV;ogdT!Ai9XiiHhAl#1-h&u}->?-6l3o~Ovyo0+aP)^8ekETbAU1w;Rc3_^-3iE|2(6C)oJL z|7Cvi^TGXxfp7`U{9^&aqW@SaVZQ$>27eUh{3p~UOahQ0hpY)RQT(Te+gm7LV^|m% zIz$*45X}D^ij)v#5ILrrA}jy~=Kl-M5H%4JzyTG+S%l)Baw&gdHVvd!1oRJ_`3vt@ zAZPzCiY`h55MhHbiIV^KfvJlU0OZ&q_M+tfWW@iS^2PzF5GDHuPW*+bT##c?%6}k= z7zyA9H{^!>9Yj8i>5}g5Mi`Lpp;Jma2kGt(=?+0akWT3wLO}52@%iF? z-uF9eowe_}?t7nW|Ji3<)e#8E0SH(s@`y-;03a$V0LPuB77K=e__WqnBj6%nKN)&r zzrEOGNC5!Bn8XPn8FUFkA@|X5ty;DuFcc}C(6LRa9i`4b?)bct&CMrZpjTGw`A9<< zOF2)uY&{9arO43?u)SOOybJQ#eiHJVioWaBB|a`H}F+N$tF5dVSv?_vK|I2FLQpcnM0 zxDR`k@n~QXEn9QD|3L=Fo!ydH?DT%kuie-{>^JUDCB;$1a}%byUewnF;I+ zfc&pVwDa`Lmu~qpO?aH<-*p+7B2P!RnRS{($9Ulnt@4h0Wz9Xy`ig8?`24dM=4^=9 z24@y@eDm|yU*j1>;-X}Pmn3&!aE4v)>G<5cmB*g2Eht^%$g0x>Q%3R3q1A;4!aifY ze_r5iG4!ZVp_bpDGh!k>e=83?V_0iFxDSOs&qv#1s=~L3w_ZWktYJf1zi-<$wYZwzP zZ(0xO`*lxK;KNHlOPl2lpc6e}aOyWn^43_>1-3T)f+%D5n)K0mo*qWMol*zv#Z+=> zu2|;~{)n?kEiSiA79Er$E5-rJ-(hs|P*TJObAKt9NtMO#bVLlV3h9tfUFZkB`nym2 zb`TR^_ehm3M{Uv4IxTTmxMjrAwXkTOodyl^P1-(Y>o<_T%Dr+%uf{E;!38WzGKj-p z=yj*{6rho!qa!6#k-TFtEr{X;7K321En>3qQ~`pBKh$)*r>;S){QhLz0Il3bsQX83 z>kQCWQ|u7sH{2a3HP&b&ZvyUBO0Jevwp}!PXqiON-bmX<#|bOZ*P`^s&;i&Gvs;2z zpPPF36j7#pMgscQA7;K%$2-~J6qGMSEqNDbpuv)a+hiq$R2ev;-(Ne-doWX+f32SH zbCkQHQcafi7HJg$UR$0h8Tk3Bz+Qf`4}5zN@vTnJ%kEfSaKK zc@=FP0k{)x`3)#ps=zh&bU1(v7I_H5I)P0xF>^_NwbZ>t%Q7@CyAxv>`t|R@mQGrH_xkZ7vI49x^ zeh|vm%;Jy;1m!}NLC0EyQqm6EVYyfqd*#O+es1R}Zz_bKCLL1U8%^jBAEyaLO`Z*z zkXTQ(NFonA1)1k^fK|XYuB6okZX!{F6lySMoeAbX0?;aWsxZ4KNY*OwY#)LQo41HN z8a1;cvLYIJd3HJ{kV%ghBFY*V^KANi940>E?GD>+(GTdJu5*J4C%hLC_%6i0)_;4B zjh)9rJ_sK;G4Ol!SC_wQ^Dj9fbvVIw&@Z^ z4pV_=Zruaqv__LGmPZANU%pPXsl&Og$V22A19uQh%^THH2Awy8ehDW+5moAE4fGztEJ zN+pLb8T+yZlQY}lZAfmAK=g1cjW0vw%TF8>G`R%2EqM@k&I#es;iJAWjaF1_R}}EH zXp1<t{6${TDUj8NPp9TzfbLMR|bSBQ=c z(QnKUm0PP<=(n}vkcw^fSJ7&GYpl&6$tTD)E{QPuZdXh<@9d*ZF4 zwGo9Dk&7-_DB#UhGL{e7?4Xw|b|nmXKaUgq-q2}J3FDK{_q(?9Vz&427*K<`I;KJq z5RBub6;r~WIp#E<)ei`fy-{O1JWzA*vkawtJ_>UfEI-*wq?FXTx{KufHyu*?`4%$p%W)`pQ>m$P*I$b=9Kr%L+snRHWwUCriarQWwh74j~ zc4K7c6{*!&c#E@?Vt?A3`)zbsWNpCu><^=G%@RU$=~U`^{%M(*{<40B7iK!t;AbQ> zK0a}IQq}}Nz}#dw_CUnuBxr4n@PJ2hsJJE4NyD3TLkLMS_iuajeU}%UU<GD0}aZippIiVXOcY&`v34`J=d{c~OUtL){5mg4<5{ zBg-=pqn<6{cQbtiiuO>vz;*m&mdH#jKW>#xVExxb_k}TxU|c z4K7Q`i*c!0#^+GF=zhsIq|g|?tarP0#6JE6CX8H>iLJ{S?zgh3^UXX{-m22RjeDJh zD^~&t4h_f}XkqnAZN6(oQr{O7J1du(C#B;pz1V!#a#h)q$NHCu+ysX%W#tA>Ds4% zd?f|xK3P;J-K=9>5X8cIFZXJu=~_pKX<&0@BymICn0nmHFDgu-SN~MU!4;% ztJY@TtU^W>tj1)*74Vu1nJZX8-tJ8$C$TDaF21|Z@f>#(fhDvBALBkx5HF`{<+2ERq1V0#lb;_;XdnQB0G*9OSx}ao+rF< zJ7ub9TE20UeK+QJ(^KM0c7vr9i`?()n@98*0vdzkZehjYaK%M_iFQP6XKQsBIey1A zukXC{aVcdP!d!Ehodu=bn6JLqk6m&$kf8K%7Ex_1Y^j#e(~oM$;olj1QFYf4>34^; z&zg{~MNq5w79!{{W@{Xoyz0D|GSighE^oSYO*_UmvVt(;0F^t_{J8u$(X~#c=JV=T z&`r%R(5XT?+1%&WMB`KJns1ZibBnj_znpKV=16LYOhyw?So)x9a*{iRHJs>=Rkf@s z0aqtGUtqEBZsB7z`I|C7+vSRExi0H#pf&a6^vVyf4+D{K@VSfc?+MZs;i^n3=l*md zx7~?k%92iv#^X&78CLDAzsx?sGAXqx`(fq8noX)zg{*QBO;y-h%H7oSMJxm28hq2l zAdRTIvnK8~4l(F8xS;c3am7P;)GViAVQYOfMb58~Scfrh?btyp*Uhj}*q|_3rcg^- zby*tCfG#3TPy+E=_6FmC7c$lL z*Azh(a6SRL)?`x?Dbr4iUue;_hNZ*(%pqfn<;regPablk+2MZaw*rN4^s9A&n!2{(iz z^eqTy>V=xFk;rrkM{D5Rmy!;o6f=}=RoW=M4Sye?vMRVmOK5?}jx66%Y@lrSGb#2G z+d`tT{^ooNdc6;F%sOnN+Ih{r zz$ECfoH&z{nM1DLdmrP3`Nii-SLmt@7CCRYIi0ns+<)lR5oy~wnFmg}+9S=aK@MuV zS4e2`in|_R^{H1p7~YvWEak#8l#~p_+x%N93e+94rkLOAJjN*CIB(l|q)SLW)!{F# zXU%Z%Kd|;-YWW-#!eYB_Q(LO zFTUM#r|%N$Iv>W#erbC7`E?3y>PxduqHcXnTzj3;9^Gdwb4V4d#Ff>@!#Htv!93*+ z+qoT=91p>&o=%uW1+U(aV#JY|vs*-4ZeAxOZ|L6>mTwcAmc58<*kD?aU9d@>VLn}<*3UP zHnE2^PrdUYR`myc{Tj7f?F$eo(J@diAtHIQV0A-ooRXGvHA489jL z_(eLV)n#D;zmgIdos&ztg$60yjYxncQc&R6d&YbbUdY|lPxho_xw zQUhRm>YxrLOMuBS@tT;wXrEY7E>uOFjT7=;!V0Ha3T@YSNcw7^C`u5^oZoB z5_Ps;FsC5jvQXsL9t&ker2fRNKMACs=o(*8Yc_Wyr#wEuNuWmEa|- zxRq(<6G9y*@x}$Mm;6u(K#S(0RlOy`pd8-(g?(XQER{DVrng~HZlQSmmHQI$MFANG zn$CU;y!xiR#dcX3TRS@#%5wxoUPfUWdir^<>W-<3=&md5AYO(AI;u(kB*O9xFOF(3 ze3HRfMW8fLy;69RF zW&-_cV;<;mdQ3j!LrsQr;2{(1U1rwz?}sPBN0vhl?>%hdmaGsKa84xqcwjHS5c=%% zQ=F~BQPoih2Lto9DJwcaV(lJdg8^(P+sfc`PVBeWdO0W%Ab7_xSE$plOp#P-QnIJtH|?v=}S_ zsUP>Rf<%oSl?j$NR=W=U3(1M3?cLNl@dv?6k&!M0 z2XD`JcQ~7#|f@ry?e`4303Lc@PY2!#0&|B56k zh)n!hDMjD>Sq(+`|6S?%B+5ne7inS3zHQ?O0Dv+&06+=&*XJe0(+%@kBCZ(bpB~g= z6hJPjL}9U)e_XpKcjQ@OxEReJx9rJ<(j*RvQT^!(D3&@Pf9k4$2ms*!Yg54Y7l}yX zG|<0BV{i*&FFhrlfdByBKZ@vC000k1XA2Hh^q^`r-QwUJi=4q|LRzOjyv*c z#_@l^*Cin;1gZ-lf?H?9iC!;rzAp-z+Q~&_cKWgSU62&Cw{}lNw%L-*aHTsP9 z?^Mz9Cx%GS82?4p8R2sS^d~NZQU9H)qgVe;m5ZgTt1ZO(|D`IFQe!gfX#+z~FX2Bn Q@*JFqD9MNn2mclQFHvs>@&Et; diff --git a/doc_network/out.enriched.json b/doc_network/out.enriched.json index d677761..7d88f8a 100644 --- a/doc_network/out.enriched.json +++ b/doc_network/out.enriched.json @@ -1 +1 @@ -{"blocks":[{"t":"Para","c":[{"t":"Strong","c":[{"t":"Str","c":"Keywords"}]},{"t":"Str","c":":"},{"t":"Space"},{"t":"Str","c":"open"},{"t":"Space"},{"t":"Str","c":"access,"},{"t":"Space"},{"t":"Str","c":"open"},{"t":"Space"},{"t":"Str","c":"science,"},{"t":"Space"},{"t":"Str","c":"open"},{"t":"Space"},{"t":"Str","c":"data,"},{"t":"Space"},{"t":"Str","c":"open"},{"t":"Space"},{"t":"Str","c":"source"}]},{"t":"Header","c":[1,["motivation",[],[]],[{"t":"Str","c":"1."},{"t":"Space"},{"t":"Str","c":"Motivation"}]]},{"t":"Para","c":[{"t":"Str","c":"Analysing"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"mapping"},{"t":"Space"},{"t":"Str","c":"scientific"},{"t":"Space"},{"t":"Str","c":"communities"},{"t":"Space"},{"t":"Str","c":"provides"},{"t":"Space"},{"t":"Str","c":"an"},{"t":"Space"},{"t":"Str","c":"insight"},{"t":"Space"},{"t":"Str","c":"into"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"structure"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"evolution"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"academic"},{"t":"Space"},{"t":"Str","c":"disciplines."},{"t":"Space"},{"t":"Str","c":"This"},{"t":"Space"},{"t":"Str","c":"involves"},{"t":"Space"},{"t":"Str","c":"providing"},{"t":"Space"},{"t":"Str","c":"an"},{"t":"Space"},{"t":"Str","c":"analytical"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"visual"},{"t":"Space"},{"t":"Str","c":"representation"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"relationships"},{"t":"Space"},{"t":"Str","c":"between"},{"t":"Space"},{"t":"Str","c":"entities"},{"t":"Space"},{"t":"Str","c":"(e.g. researchers,"},{"t":"Space"},{"t":"Str","c":"research"},{"t":"Space"},{"t":"Str","c":"laboratories,"},{"t":"Space"},{"t":"Str","c":"research"},{"t":"Space"},{"t":"Str","c":"themes),"},{"t":"Space"},{"t":"Str","c":"with"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"aim,"},{"t":"Space"},{"t":"Str","c":"in"},{"t":"Space"},{"t":"Str","c":"particular,"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"understanding"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"networks"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"dynamics"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"scientific"},{"t":"Space"},{"t":"Str","c":"collaboration,"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"identifying"},{"t":"Space"},{"t":"Str","c":"collaborative"},{"t":"Space"},{"t":"Str","c":"groups"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"their"},{"t":"Space"},{"t":"Str","c":"influences."},{"t":"Space"},{"t":"Str","c":"From"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"point"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"view"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"decision-makers,"},{"t":"Space"},{"t":"Str","c":"this"},{"t":"Space"},{"t":"Str","c":"type"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"tool"},{"t":"Space"},{"t":"Str","c":"is"},{"t":"Space"},{"t":"Str","c":"useful"},{"t":"Space"},{"t":"Str","c":"for"},{"t":"Space"},{"t":"Str","c":"strategic"},{"t":"Space"},{"t":"Str","c":"decision-making"},{"t":"Space"},{"t":"Str","c":"with"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"view"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"public"},{"t":"Space"},{"t":"Str","c":"policy"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"funding."}]},{"t":"Para","c":[{"t":"Str","c":"These"},{"t":"Space"},{"t":"Str","c":"maps"},{"t":"Space"},{"t":"Str","c":"are"},{"t":"Space"},{"t":"Str","c":"generally"},{"t":"Space"},{"t":"Str","c":"deduced"},{"t":"Space"},{"t":"Str","c":"from"},{"t":"Space"},{"t":"Str","c":"data"},{"t":"Space"},{"t":"Str","c":"in"},{"t":"Space"},{"t":"Str","c":"bibliographic"},{"t":"Space"},{"t":"Str","c":"databases"},{"t":"Space"},{"t":"Str","c":"(open"},{"t":"Space"},{"t":"Str","c":"or"},{"t":"Space"},{"t":"Str","c":"proprietary),"},{"t":"Space"},{"t":"Str","c":"based"},{"t":"Space"},{"t":"Str","c":"on"},{"t":"Space"},{"t":"Str","c":"co-publication"},{"t":"Space"},{"t":"Str","c":"or"},{"t":"Space"},{"t":"Str","c":"citation"},{"t":"Space"},{"t":"Str","c":"information."},{"t":"Space"},{"t":"Str","c":"In"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"case"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"co-publications,"},{"t":"Space"},{"t":"Str","c":"two"},{"t":"Space"},{"t":"Str","c":"entities"},{"t":"Space"},{"t":"Str","c":"(authors,"},{"t":"Space"},{"t":"Str","c":"for"},{"t":"Space"},{"t":"Str","c":"example)"},{"t":"Space"},{"t":"Str","c":"will"},{"t":"Space"},{"t":"Str","c":"be"},{"t":"Space"},{"t":"Str","c":"linked"},{"t":"Space"},{"t":"Str","c":"if"},{"t":"Space"},{"t":"Str","c":"they"},{"t":"Space"},{"t":"Str","c":"have"},{"t":"Space"},{"t":"Str","c":"collaborated"},{"t":"Space"},{"t":"Str","c":"(co-published)"},{"t":"Space"},{"t":"Str","c":"on"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"piece"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"research."},{"t":"Space"},{"t":"Str","c":"These"},{"t":"Space"},{"t":"Str","c":"links"},{"t":"Space"},{"t":"Str","c":"are"},{"t":"Space"},{"t":"Str","c":"then"},{"t":"Space"},{"t":"Str","c":"symmetrical."},{"t":"Space"},{"t":"Str","c":"In"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"case"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"citation"},{"t":"Space"},{"t":"Str","c":"links,"},{"t":"Space"},{"t":"Str","c":"two"},{"t":"Space"},{"t":"Str","c":"authors"},{"t":"Space"},{"t":"Str","c":"will"},{"t":"Space"},{"t":"Str","c":"be"},{"t":"Space"},{"t":"Str","c":"linked"},{"t":"Space"},{"t":"Str","c":"if"},{"t":"Space"},{"t":"Str","c":"one"},{"t":"Space"},{"t":"Str","c":"cites"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"research"},{"t":"Space"},{"t":"Str","c":"work"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"another,"},{"t":"Space"},{"t":"Str","c":"in"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"list"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"references."},{"t":"Space"},{"t":"Str","c":"This"},{"t":"Space"},{"t":"Str","c":"is"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"directed"},{"t":"Space"},{"t":"Str","c":"link,"},{"t":"Space"},{"t":"Str","c":"as"},{"t":"Space"},{"t":"Str","c":"one"},{"t":"Space"},{"t":"Str","c":"author"},{"t":"Space"},{"t":"Str","c":"may"},{"t":"Space"},{"t":"Str","c":"cite"},{"t":"Space"},{"t":"Str","c":"another"},{"t":"Space"},{"t":"Str","c":"without"},{"t":"Space"},{"t":"Str","c":"this"},{"t":"Space"},{"t":"Str","c":"being"},{"t":"Space"},{"t":"Str","c":"reciprocal."},{"t":"Space"},{"t":"Str","c":"A"},{"t":"Space"},{"t":"Str","c":"lot"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"recent"},{"t":"Space"},{"t":"Str","c":"work"},{"t":"Space"},{"t":"Str","c":"uses"},{"t":"Space"},{"t":"Str","c":"this"},{"t":"Space"},{"t":"Str","c":"second"},{"t":"Space"},{"t":"Str","c":"approach,"},{"t":"Space"},{"t":"Str","c":"for"},{"t":"Space"},{"t":"Str","c":"example"},{"t":"Space"},{"t":"Str","c":"by"},{"t":"Space"},{"t":"Str","c":"trying"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"calculate"},{"t":"Space"},{"t":"Str","c":"composite"},{"t":"Space"},{"t":"Str","c":"indicators"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"novelty"},{"t":"Space"},{"t":"Str","c":"(or"},{"t":"Space"},{"t":"Str","c":"innovation)"},{"t":"Space"},{"t":"Str","c":"based"},{"t":"Space"},{"t":"Str","c":"on"},{"t":"Space"},{"t":"Str","c":"citation"},{"t":"Space"},{"t":"Str","c":"links."}]},{"t":"Para","c":[{"t":"Str","c":"The"},{"t":"Space"},{"t":"Str","c":"quality"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"completeness"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"bibliographic"},{"t":"Space"},{"t":"Str","c":"metadata"},{"t":"Space"},{"t":"Str","c":"used"},{"t":"Space"},{"t":"Str","c":"are,"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"course,"},{"t":"Space"},{"t":"Str","c":"essential"},{"t":"Space"},{"t":"Str","c":"if"},{"t":"Space"},{"t":"Str","c":"we"},{"t":"Space"},{"t":"Str","c":"are"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"produce"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"relevant"},{"t":"Space"},{"t":"Str","c":"map."},{"t":"Space"},{"t":"Str","c":"Today,"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"quality"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"open"},{"t":"Space"},{"t":"Str","c":"citation"},{"t":"Space"},{"t":"Str","c":"data"},{"t":"Space"},{"t":"Str","c":"still"},{"t":"Space"},{"t":"Str","c":"needs"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"be"},{"t":"Space"},{"t":"Str","c":"improved,"},{"t":"Space"},{"t":"Str","c":"cf"},{"t":"Space"},{"t":"Cite","c":[[{"citationSuffix":[],"citationNoteNum":0,"citationMode":{"t":"NormalCitation"},"citationPrefix":[],"citationId":"alperin2024analysissuitabilityopenalexbibliometric","citationHash":0}],[{"t":"Str","c":"[@alperin2024analysissuitabilityopenalexbibliometric]"}]]},{"t":"Str","c":"."},{"t":"SoftBreak"},{"t":"Str","c":"On"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"other"},{"t":"Space"},{"t":"Str","c":"hand,"},{"t":"Space"},{"t":"Str","c":"it"},{"t":"Space"},{"t":"Str","c":"is"},{"t":"Space"},{"t":"Str","c":"possible"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"obtain"},{"t":"Space"},{"t":"Str","c":"quality"},{"t":"Space"},{"t":"Str","c":"metadata"},{"t":"Space"},{"t":"Str","c":"on"},{"t":"Space"},{"t":"Str","c":"publications"},{"t":"Space"},{"t":"Str","c":"(and"},{"t":"Space"},{"t":"Str","c":"therefore"},{"t":"Space"},{"t":"Str","c":"links"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"co-publications)."},{"t":"Space"},{"t":"Str","c":"For"},{"t":"Space"},{"t":"Str","c":"example,"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"French"},{"t":"Space"},{"t":"Str","c":"Open"},{"t":"Space"},{"t":"Str","c":"Science"},{"t":"Space"},{"t":"Str","c":"Monitor"},{"t":"Space"},{"t":"Str","c":"(BSO)"},{"t":"Space"},{"t":"Str","c":"has"},{"t":"Space"},{"t":"Str","c":"compiled"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"corpus"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"French"},{"t":"Space"},{"t":"Str","c":"publications"},{"t":"Space"},{"t":"Str","c":"with"},{"t":"Space"},{"t":"Str","c":"good"},{"t":"Space"},{"t":"Str","c":"coverage"},{"t":"Space"},{"t":"Str","c":"cf"},{"t":"Space"},{"t":"Cite","c":[[{"citationSuffix":[],"citationNoteNum":0,"citationMode":{"t":"NormalCitation"},"citationPrefix":[],"citationId":"10.1162/qss_a_00179","citationHash":0}],[{"t":"Str","c":"[@10.1162/qss_a_00179]"}]]},{"t":"Str","c":"."},{"t":"Space"},{"t":"Str","c":"This"},{"t":"Space"},{"t":"Str","c":"corpus"},{"t":"Space"},{"t":"Str","c":"is"},{"t":"Space"},{"t":"Str","c":"exposed"},{"t":"Space"},{"t":"Str","c":"in"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"French"},{"t":"Space"},{"t":"Str","c":"research"},{"t":"Space"},{"t":"Str","c":"portal"},{"t":"Space"},{"t":"Str","c":"scanR"},{"t":"Space"},{"t":"Cite","c":[[{"citationSuffix":[],"citationNoteNum":0,"citationMode":{"t":"NormalCitation"},"citationPrefix":[],"citationId":"jeangirard:hal-04813230","citationHash":0}],[{"t":"Str","c":"[@jeangirard:hal-04813230]"}]]},{"t":"Str","c":"."},{"t":"Space"},{"t":"Str","c":"This"},{"t":"Space"},{"t":"Str","c":"is"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"corpus"},{"t":"Space"},{"t":"Str","c":"containing"},{"t":"Space"},{"t":"Str","c":"about"},{"t":"Space"},{"t":"Str","c":"4"},{"t":"Space"},{"t":"Str","c":"millions"},{"t":"Space"},{"t":"Str","c":"publications"},{"t":"Space"},{"t":"Str","c":"in"},{"t":"Space"},{"t":"Str","c":"all"},{"t":"Space"},{"t":"Str","c":"disciplines."},{"t":"Space"},{"t":"Str","c":"These"},{"t":"Space"},{"t":"Str","c":"publications"},{"t":"Space"},{"t":"Str","c":"have"},{"t":"Space"},{"t":"Str","c":"been"},{"t":"Space"},{"t":"Str","c":"enriched"},{"t":"Space"},{"t":"Str","c":"with"},{"t":"Space"},{"t":"Str","c":"disambuation"},{"t":"Space"},{"t":"Str","c":"persistent"},{"t":"Space"},{"t":"Str","c":"identifier"},{"t":"Space"},{"t":"Str","c":"(PID)"},{"t":"Space"},{"t":"Str","c":"on"},{"t":"Space"},{"t":"Str","c":"authors,"},{"t":"Space"},{"t":"Str","c":"affiliations"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"topics."},{"t":"Space"},{"t":"Str","c":"For"},{"t":"Space"},{"t":"Str","c":"authors"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"affiliations,"},{"t":"Space"},{"t":"Str","c":"French-specific"},{"t":"Space"},{"t":"Str","c":"PID"},{"t":"Space"},{"t":"Str","c":"have"},{"t":"Space"},{"t":"Str","c":"been"},{"t":"Space"},{"t":"Str","c":"used"},{"t":"Space"},{"t":"Str","c":"(idref"},{"t":"Space"},{"t":"Str","c":"for"},{"t":"Space"},{"t":"Str","c":"authors"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"RNSR"},{"t":"Space"},{"t":"Str","c":"for"},{"t":"Space"},{"t":"Str","c":"laboratories)"},{"t":"Space"},{"t":"Str","c":"because"},{"t":"Space"},{"t":"Str","c":"they"},{"t":"Space"},{"t":"Str","c":"have"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"best"},{"t":"Space"},{"t":"Str","c":"coverage,"},{"t":"Space"},{"t":"Str","c":"even"},{"t":"Space"},{"t":"Str","c":"if"},{"t":"Space"},{"t":"Str","c":"not"},{"t":"Space"},{"t":"Str","c":"perfect."},{"t":"Space"},{"t":"Str","c":"For"},{"t":"Space"},{"t":"Str","c":"topics,"},{"t":"Space"},{"t":"Str","c":"wikidata"},{"t":"Space"},{"t":"Str","c":"identifiers"},{"t":"Space"},{"t":"Str","c":"has"},{"t":"Space"},{"t":"Str","c":"been"},{"t":"Space"},{"t":"Str","c":"used"},{"t":"Space"},{"t":"Str","c":"cf"},{"t":"Space"},{"t":"Cite","c":[[{"citationSuffix":[],"citationNoteNum":0,"citationMode":{"t":"NormalCitation"},"citationPrefix":[],"citationId":"foppiano2020entity","citationHash":0}],[{"t":"Str","c":"[@foppiano2020entity]"}]]},{"t":"Str","c":"."},{"t":"Space"},{"t":"Str","c":"Other"},{"t":"Space"},{"t":"Str","c":"enrichments,"},{"t":"Space"},{"t":"Str","c":"like"},{"t":"Space"},{"t":"Str","c":"software"},{"t":"Space"},{"t":"Str","c":"detection"},{"t":"Space"},{"t":"Str","c":"are"},{"t":"Space"},{"t":"Str","c":"also"},{"t":"Space"},{"t":"Str","c":"present,"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"thus"},{"t":"Space"},{"t":"Str","c":"usable"},{"t":"Space"},{"t":"Str","c":"as"},{"t":"Space"},{"t":"Str","c":"entities"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"map."}]},{"t":"Header","c":[2,["previous-limits-of-the-scanr-application",[],[]],[{"t":"Str","c":"1.1"},{"t":"Space"},{"t":"Str","c":"Previous"},{"t":"Space"},{"t":"Str","c":"limits"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"scanR"},{"t":"Space"},{"t":"Str","c":"application"}]]},{"t":"Para","c":[{"t":"Str","c":"Launched"},{"t":"Space"},{"t":"Str","c":"in"},{"t":"Space"},{"t":"Str","c":"2016,"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"scanR"},{"t":"Space"},{"t":"Str","c":"portal"},{"t":"Space"},{"t":"Str","c":"used"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"be"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"search"},{"t":"Space"},{"t":"Str","c":"engine."},{"t":"Space"},{"t":"Str","c":"Its"},{"t":"Space"},{"t":"Str","c":"scope"},{"t":"Space"},{"t":"Str","c":"first"},{"t":"Space"},{"t":"Str","c":"focused"},{"t":"Space"},{"t":"Str","c":"on"},{"t":"Space"},{"t":"Str","c":"research"},{"t":"Space"},{"t":"Str","c":"entities"},{"t":"Space"},{"t":"Str","c":"(institutions,"},{"t":"Space"},{"t":"Str","c":"laboratories"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"private"},{"t":"Space"},{"t":"Str","c":"companies)"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"was"},{"t":"Space"},{"t":"Str","c":"extended"},{"t":"Space"},{"t":"Str","c":"in"},{"t":"Space"},{"t":"Str","c":"2020"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"cover"},{"t":"Space"},{"t":"Str","c":"fundings,"},{"t":"Space"},{"t":"Str","c":"publications,"},{"t":"Space"},{"t":"Str","c":"patents"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"authors."},{"t":"Space"},{"t":"Str","c":"Two"},{"t":"Space"},{"t":"Str","c":"main"},{"t":"Space"},{"t":"Str","c":"use"},{"t":"Space"},{"t":"Str","c":"cases"},{"t":"Space"},{"t":"Str","c":"were"},{"t":"Space"},{"t":"Str","c":"covered."},{"t":"Space"},{"t":"Str","c":"Firstly,"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"ability"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"generate"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"list"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"search"},{"t":"Space"},{"t":"Str","c":"results"},{"t":"Space"},{"t":"Str","c":"corresponding"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"user"},{"t":"Space"},{"t":"Str","c":"query."},{"t":"Space"},{"t":"Str","c":"A"},{"t":"Space"},{"t":"Str","c":"list"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"laboratories,"},{"t":"Space"},{"t":"Str","c":"authors,"},{"t":"Space"},{"t":"Str","c":"funding"},{"t":"Space"},{"t":"Str","c":"or"},{"t":"Space"},{"t":"Str","c":"publications"},{"t":"Space"},{"t":"Str","c":"could"},{"t":"Space"},{"t":"Str","c":"be"},{"t":"Space"},{"t":"Str","c":"generated."},{"t":"Space"},{"t":"Str","c":"Secondly,"},{"t":"Space"},{"t":"Str","c":"for"},{"t":"Space"},{"t":"Str","c":"each"},{"t":"Space"},{"t":"Str","c":"institution"},{"t":"Space"},{"t":"Str","c":"(or"},{"t":"Space"},{"t":"Str","c":"laboratory),"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"unified"},{"t":"Space"},{"t":"Str","c":"view"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"all"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"data"},{"t":"Space"},{"t":"Str","c":"concerning"},{"t":"Space"},{"t":"Str","c":"it"},{"t":"Space"},{"t":"Str","c":"was"},{"t":"Space"},{"t":"Str","c":"grouped"},{"t":"Space"},{"t":"Str","c":"together"},{"t":"Space"},{"t":"Str","c":"on"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"dedicated"},{"t":"Space"},{"t":"Str","c":"page"},{"t":"Space"},{"t":"Str","c":"in"},{"t":"Space"},{"t":"Str","c":"scanR"},{"t":"Space"},{"t":"Str","c":"(administrative"},{"t":"Space"},{"t":"Str","c":"information,"},{"t":"Space"},{"t":"Str","c":"list"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"publications,"},{"t":"Space"},{"t":"Str","c":"list"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"funding,"},{"t":"Space"},{"t":"Str","c":"main"},{"t":"Space"},{"t":"Str","c":"partners,"},{"t":"Space"},{"t":"Str","c":"etc.)."}]},{"t":"Para","c":[{"t":"Str","c":"However,"},{"t":"Space"},{"t":"Str","c":"these"},{"t":"Space"},{"t":"Str","c":"functions"},{"t":"Space"},{"t":"Str","c":"only"},{"t":"Space"},{"t":"Str","c":"gave"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"flat"},{"t":"Space"},{"t":"Str","c":"view"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"different"},{"t":"Space"},{"t":"Str","c":"dimensions,"},{"t":"Space"},{"t":"Str","c":"without"},{"t":"Space"},{"t":"Str","c":"providing"},{"t":"Space"},{"t":"Str","c":"any"},{"t":"Space"},{"t":"Str","c":"insights"},{"t":"Space"},{"t":"Str","c":"into"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"interactions"},{"t":"Space"},{"t":"Str","c":"between"},{"t":"Space"},{"t":"Str","c":"laboratories"},{"t":"Space"},{"t":"Str","c":"or"},{"t":"Space"},{"t":"Str","c":"authors."},{"t":"Space"},{"t":"Str","c":"For"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"user"},{"t":"Space"},{"t":"Str","c":"interested"},{"t":"Space"},{"t":"Str","c":"in"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"research"},{"t":"Space"},{"t":"Str","c":"theme,"},{"t":"Space"},{"t":"Str","c":"for"},{"t":"Space"},{"t":"Str","c":"example,"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"list"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"main"},{"t":"Space"},{"t":"Str","c":"contributors"},{"t":"Space"},{"t":"Str","c":"(those"},{"t":"Space"},{"t":"Str","c":"who"},{"t":"Space"},{"t":"Str","c":"have"},{"t":"Space"},{"t":"Str","c":"co-authored"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"most"},{"t":"Space"},{"t":"Str","c":"publications)"},{"t":"Space"},{"t":"Str","c":"does"},{"t":"Space"},{"t":"Str","c":"not"},{"t":"Space"},{"t":"Str","c":"give"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"clear"},{"t":"Space"},{"t":"Str","c":"idea"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"which"},{"t":"Space"},{"t":"Str","c":"research"},{"t":"Space"},{"t":"Str","c":"communities"},{"t":"Space"},{"t":"Str","c":"are"},{"t":"Space"},{"t":"Str","c":"at"},{"t":"Space"},{"t":"Str","c":"work"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"how"},{"t":"Space"},{"t":"Str","c":"they"},{"t":"Space"},{"t":"Str","c":"interact"},{"t":"Space"},{"t":"Str","c":"with"},{"t":"Space"},{"t":"Str","c":"each"},{"t":"Space"},{"t":"Str","c":"other."},{"t":"Space"},{"t":"Str","c":"A"},{"t":"Space"},{"t":"Str","c":"network"},{"t":"Space"},{"t":"Str","c":"analysis"},{"t":"Space"},{"t":"Str","c":"tool"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"describe"},{"t":"Space"},{"t":"Str","c":"these"},{"t":"Space"},{"t":"Str","c":"interactions"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"attempt"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"detect"},{"t":"Space"},{"t":"Str","c":"research"},{"t":"Space"},{"t":"Str","c":"communities"},{"t":"Space"},{"t":"Str","c":"could"},{"t":"Space"},{"t":"Str","c":"therefore"},{"t":"Space"},{"t":"Str","c":"enable"},{"t":"Space"},{"t":"Str","c":"us"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"go"},{"t":"Space"},{"t":"Str","c":"further"},{"t":"Space"},{"t":"Str","c":"in"},{"t":"Space"},{"t":"Str","c":"creating"},{"t":"Space"},{"t":"Str","c":"tools"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"help"},{"t":"Space"},{"t":"Str","c":"explore"},{"t":"Space"},{"t":"Str","c":"fields"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"research"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"innovation."}]},{"t":"Header","c":[2,["network-analysis-limits",[],[]],[{"t":"Str","c":"1.2"},{"t":"Space"},{"t":"Str","c":"Network"},{"t":"Space"},{"t":"Str","c":"analysis"},{"t":"Space"},{"t":"Str","c":"limits"}]]},{"t":"Para","c":[{"t":"Str","c":"Network"},{"t":"Space"},{"t":"Str","c":"analysis"},{"t":"Space"},{"t":"Str","c":"tools"},{"t":"Space"},{"t":"Str","c":"for"},{"t":"Space"},{"t":"Str","c":"bibliographic"},{"t":"Space"},{"t":"Str","c":"studies"},{"t":"Space"},{"t":"Str","c":"are"},{"t":"Space"},{"t":"Str","c":"used"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"study"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"relationships"},{"t":"Space"},{"t":"Str","c":"between"},{"t":"Space"},{"t":"Str","c":"entities"},{"t":"Space"},{"t":"Str","c":"in"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"corpus."},{"t":"Space"},{"t":"Str","c":"In"},{"t":"Space"},{"t":"Str","c":"general,"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"size"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"this"},{"t":"Space"},{"t":"Str","c":"corpus"},{"t":"Space"},{"t":"Str","c":"is"},{"t":"Space"},{"t":"Str","c":"limited"},{"t":"Space"},{"t":"Str","c":"because"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"calculations"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"determine"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"nodes,"},{"t":"Space"},{"t":"Str","c":"links"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"their"},{"t":"Space"},{"t":"Str","c":"positions"},{"t":"Space"},{"t":"Str","c":"for"},{"t":"Space"},{"t":"Str","c":"very"},{"t":"Space"},{"t":"Str","c":"large"},{"t":"Space"},{"t":"Str","c":"networks"},{"t":"Space"},{"t":"Str","c":"require"},{"t":"Space"},{"t":"Str","c":"too"},{"t":"Space"},{"t":"Str","c":"many"},{"t":"Space"},{"t":"Str","c":"resources,"},{"t":"Space"},{"t":"Str","c":"in"},{"t":"Space"},{"t":"Str","c":"addition"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"being"},{"t":"Space"},{"t":"Str","c":"very"},{"t":"Space"},{"t":"Str","c":"difficult"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"interpret."},{"t":"Space"},{"t":"Str","c":"As"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"result,"},{"t":"Space"},{"t":"Str","c":"tools"},{"t":"Space"},{"t":"Str","c":"such"},{"t":"Space"},{"t":"Str","c":"as"},{"t":"Space"},{"t":"Str","c":"VOSViewer"},{"t":"Space"},{"t":"Str","c":"offer"},{"t":"Space"},{"t":"Str","c":"options"},{"t":"Space"},{"t":"Str","c":"for"},{"t":"Space"},{"t":"Str","c":"limiting"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"size"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"networks."},{"t":"Space"},{"t":"Str","c":"The"},{"t":"Space"},{"t":"Str","c":"first"},{"t":"Space"},{"t":"Str","c":"option"},{"t":"Space"},{"t":"Str","c":"is"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"filter"},{"t":"Space"},{"t":"Str","c":"publications"},{"t":"Space"},{"t":"Str","c":"with"},{"t":"Space"},{"t":"Str","c":"too"},{"t":"Space"},{"t":"Str","c":"many"},{"t":"Space"},{"t":"Str","c":"authors."},{"t":"Space"},{"t":"Str","c":"This"},{"t":"Space"},{"t":"Str","c":"is"},{"t":"Space"},{"t":"Str","c":"particularly"},{"t":"Space"},{"t":"Str","c":"true"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"publications"},{"t":"Space"},{"t":"Str","c":"in"},{"t":"Space"},{"t":"Str","c":"particle"},{"t":"Space"},{"t":"Str","c":"physics,"},{"t":"Space"},{"t":"Str","c":"which"},{"t":"Space"},{"t":"Str","c":"can"},{"t":"Space"},{"t":"Str","c":"list"},{"t":"Space"},{"t":"Str","c":"several"},{"t":"Space"},{"t":"Str","c":"thousand"},{"t":"Space"},{"t":"Str","c":"authors."},{"t":"Space"},{"t":"Str","c":"As"},{"t":"Space"},{"t":"Str","c":"well"},{"t":"Space"},{"t":"Str","c":"as"},{"t":"Space"},{"t":"Str","c":"generating"},{"t":"Space"},{"t":"Str","c":"very"},{"t":"Space"},{"t":"Str","c":"large"},{"t":"Space"},{"t":"Str","c":"networks,"},{"t":"Space"},{"t":"Str","c":"this"},{"t":"Space"},{"t":"Str","c":"hyperauthorship"},{"t":"Space"},{"t":"Str","c":"can"},{"t":"Space"},{"t":"Str","c":"also"},{"t":"Space"},{"t":"Str","c":"be"},{"t":"Space"},{"t":"Str","c":"seen"},{"t":"Space"},{"t":"Str","c":"as"},{"t":"Space"},{"t":"Str","c":"reducing"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"relevance"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"information"},{"t":"Space"},{"t":"Str","c":"conveyed"},{"t":"Space"},{"t":"Str","c":"by"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"co-authorship"},{"t":"Space"},{"t":"Str","c":"links."},{"t":"Space"},{"t":"Str","c":"The"},{"t":"Space"},{"t":"Str","c":"second"},{"t":"Space"},{"t":"Str","c":"option"},{"t":"Space"},{"t":"Str","c":"offered"},{"t":"Space"},{"t":"Str","c":"by"},{"t":"Space"},{"t":"Str","c":"VOSViewer"},{"t":"Space"},{"t":"Str","c":"is"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"set"},{"t":"Space"},{"t":"Str","c":"thresholds"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"limit"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"number"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"nodes"},{"t":"Space"},{"t":"Str","c":"directly"},{"t":"Space"},{"t":"Str","c":"(minimum"},{"t":"Space"},{"t":"Str","c":"number"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"publications"},{"t":"Space"},{"t":"Str","c":"or"},{"t":"Space"},{"t":"Str","c":"minimum"},{"t":"Space"},{"t":"Str","c":"number"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"citations"},{"t":"Space"},{"t":"Str","c":"for"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"node)."},{"t":"Space"},{"t":"Str","c":"However,"},{"t":"Space"},{"t":"Str","c":"this"},{"t":"Space"},{"t":"Str","c":"approach"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"retaining"},{"t":"Space"},{"t":"Str","c":"only"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"largest"},{"t":"Space"},{"t":"Str","c":"nodes"},{"t":"Space"},{"t":"Str","c":"in"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"network"},{"t":"Space"},{"t":"Str","c":"can"},{"t":"Space"},{"t":"Str","c":"be"},{"t":"Space"},{"t":"Str","c":"an"},{"t":"Space"},{"t":"Str","c":"obstacle"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"scaling"},{"t":"Space"},{"t":"Str","c":"up"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"very"},{"t":"Space"},{"t":"Str","c":"large"},{"t":"Space"},{"t":"Str","c":"corpora"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"several"},{"t":"Space"},{"t":"Str","c":"million"},{"t":"Space"},{"t":"Str","c":"documents."},{"t":"Space"},{"t":"Str","c":"Indeed,"},{"t":"Space"},{"t":"Str","c":"if"},{"t":"Space"},{"t":"Str","c":"we"},{"t":"Space"},{"t":"Str","c":"wish"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"concentrate"},{"t":"Space"},{"t":"Str","c":"on"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"few"},{"t":"Space"},{"t":"Str","c":"hundred"},{"t":"Space"},{"t":"Str","c":"nodes,"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"threshold"},{"t":"Space"},{"t":"Str","c":"will"},{"t":"Space"},{"t":"Str","c":"be"},{"t":"Space"},{"t":"Str","c":"very"},{"t":"Space"},{"t":"Str","c":"high"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"resulting"},{"t":"Space"},{"t":"Str","c":"network"},{"t":"Space"},{"t":"Str","c":"risks"},{"t":"Space"},{"t":"Str","c":"being"},{"t":"Space"},{"t":"Str","c":"just"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"constellation"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"single"},{"t":"Space"},{"t":"Str","c":"nodes"},{"t":"Space"},{"t":"Str","c":"with"},{"t":"Space"},{"t":"Str","c":"no"},{"t":"Space"},{"t":"Str","c":"links"},{"t":"Space"},{"t":"Str","c":"between"},{"t":"Space"},{"t":"Str","c":"them,"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"other"},{"t":"Space"},{"t":"Str","c":"nodes"},{"t":"Space"},{"t":"Str","c":"with"},{"t":"Space"},{"t":"Str","c":"which"},{"t":"Space"},{"t":"Str","c":"they"},{"t":"Space"},{"t":"Str","c":"are"},{"t":"Space"},{"t":"Str","c":"linked"},{"t":"Space"},{"t":"Str","c":"being"},{"t":"Space"},{"t":"Str","c":"in"},{"t":"Space"},{"t":"Str","c":"fact"},{"t":"Space"},{"t":"Str","c":"made"},{"t":"Space"},{"t":"Str","c":"insignificant"},{"t":"Space"},{"t":"Str","c":"by"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"threshold"},{"t":"Space"},{"t":"Str","c":"set"},{"t":"Space"},{"t":"Str","c":"in"},{"t":"Space"},{"t":"Str","c":"terms"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"number"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"publications"},{"t":"Space"},{"t":"Str","c":"(or"},{"t":"Space"},{"t":"Str","c":"citations)"},{"t":"Space"},{"t":"Str","c":"per"},{"t":"Space"},{"t":"Str","c":"node."},{"t":"Space"},{"t":"Str","c":"In"},{"t":"Space"},{"t":"Str","c":"addition,"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"processing"},{"t":"Space"},{"t":"Str","c":"time"},{"t":"Space"},{"t":"Str","c":"for"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"very"},{"t":"Space"},{"t":"Str","c":"large"},{"t":"Space"},{"t":"Str","c":"corpus"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"publications"},{"t":"Space"},{"t":"Str","c":"can"},{"t":"Space"},{"t":"Str","c":"be"},{"t":"Space"},{"t":"Str","c":"very"},{"t":"Space"},{"t":"Str","c":"long,"},{"t":"Space"},{"t":"Str","c":"making"},{"t":"Space"},{"t":"Str","c":"such"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"tool"},{"t":"Space"},{"t":"Str","c":"unusable"},{"t":"Space"},{"t":"Str","c":"in"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"web"},{"t":"Space"},{"t":"Str","c":"application"},{"t":"Space"},{"t":"Str","c":"where"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"user"},{"t":"Space"},{"t":"Str","c":"expects"},{"t":"Space"},{"t":"Str","c":"rapid"},{"t":"Space"},{"t":"Str","c":"interaction"},{"t":"Space"},{"t":"Str","c":"with"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"application."}]},{"t":"Header","c":[1,["network-analysis-at-scale",[],[]],[{"t":"Str","c":"2."},{"t":"Space"},{"t":"Str","c":"Network"},{"t":"Space"},{"t":"Str","c":"analysis"},{"t":"Space"},{"t":"Str","c":"at"},{"t":"Space"},{"t":"Str","c":"scale"}]]},{"t":"Para","c":[{"t":"Str","c":"We"},{"t":"Space"},{"t":"Str","c":"propose"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"method"},{"t":"Space"},{"t":"Str","c":"for"},{"t":"Space"},{"t":"Str","c":"overcoming"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"limitations"},{"t":"Space"},{"t":"Str","c":"set"},{"t":"Space"},{"t":"Str","c":"out"},{"t":"Space"},{"t":"Str","c":"above."},{"t":"Space"},{"t":"Str","c":"We"},{"t":"Space"},{"t":"Str","c":"also"},{"t":"Space"},{"t":"Str","c":"use"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"filtering"},{"t":"Space"},{"t":"Str","c":"technique"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"reduce"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"size"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"network,"},{"t":"Space"},{"t":"Str","c":"but"},{"t":"Space"},{"t":"Str","c":"with"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"dual"},{"t":"Space"},{"t":"Str","c":"approach:"},{"t":"Space"},{"t":"Str","c":"instead"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"filtering"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"nodes,"},{"t":"Space"},{"t":"Str","c":"we"},{"t":"Space"},{"t":"Str","c":"filter"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"links."}]},{"t":"Header","c":[2,["focusing-on-strongest-interactions",[],[]],[{"t":"Str","c":"2.1"},{"t":"Space"},{"t":"Str","c":"Focusing"},{"t":"Space"},{"t":"Str","c":"on"},{"t":"Space"},{"t":"Str","c":"strongest"},{"t":"Space"},{"t":"Str","c":"interactions"}]]},{"t":"Para","c":[{"t":"Str","c":"One"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"added"},{"t":"Space"},{"t":"Str","c":"values"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"mapping"},{"t":"Space"},{"t":"Str","c":"with"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"network"},{"t":"Space"},{"t":"Str","c":"view"},{"t":"Space"},{"t":"Str","c":"is"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"show"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"interactions"},{"t":"Space"},{"t":"Str","c":"between"},{"t":"Space"},{"t":"Str","c":"entities,"},{"t":"Space"},{"t":"Str","c":"i.e. the"},{"t":"Space"},{"t":"Str","c":"links"},{"t":"Space"},{"t":"Str","c":"between"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"nodes"},{"t":"Space"},{"t":"Str","c":"in"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"graph."},{"t":"Space"},{"t":"Str","c":"These"},{"t":"Space"},{"t":"Str","c":"links"},{"t":"Space"},{"t":"Str","c":"provide"},{"t":"Space"},{"t":"Str","c":"crucial"},{"t":"Space"},{"t":"Str","c":"information"},{"t":"Space"},{"t":"Str","c":"that"},{"t":"Space"},{"t":"Str","c":"can"},{"t":"Space"},{"t":"Str","c":"be"},{"t":"Space"},{"t":"Str","c":"used"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"structure"},{"t":"Space"},{"t":"Str","c":"communities."},{"t":"Space"},{"t":"Str","c":"If"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"size"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"network"},{"t":"Space"},{"t":"Str","c":"needs"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"be"},{"t":"Space"},{"t":"Str","c":"reduced"},{"t":"Space"},{"t":"Str","c":"(for"},{"t":"Space"},{"t":"Str","c":"reasons"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"computation,"},{"t":"Space"},{"t":"Str","c":"speed,"},{"t":"Space"},{"t":"Str","c":"legibility"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"interpretability),"},{"t":"Space"},{"t":"Str","c":"it"},{"t":"Space"},{"t":"Str","c":"is"},{"t":"Space"},{"t":"Str","c":"vital"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"preserve"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"links"},{"t":"Space"},{"t":"Str","c":"that"},{"t":"Space"},{"t":"Str","c":"carry"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"most"},{"t":"Space"},{"t":"Str","c":"information,"},{"t":"Space"},{"t":"Str","c":"i.e. the"},{"t":"Space"},{"t":"Str","c":"strongest"},{"t":"Space"},{"t":"Str","c":"interactions."},{"t":"Space"},{"t":"Str","c":"With"},{"t":"Space"},{"t":"Str","c":"this"},{"t":"Space"},{"t":"Str","c":"reasoning,"},{"t":"Space"},{"t":"Str","c":"it"},{"t":"Space"},{"t":"Str","c":"seems"},{"t":"Space"},{"t":"Str","c":"logical"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"reduce"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"size"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"network"},{"t":"Space"},{"t":"Str","c":"by"},{"t":"Space"},{"t":"Str","c":"only"},{"t":"Space"},{"t":"Str","c":"affecting"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"strongest"},{"t":"Space"},{"t":"Str","c":"links."}]},{"t":"Para","c":[{"t":"Str","c":"Thus,"},{"t":"Space"},{"t":"Str","c":"from"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"given"},{"t":"Space"},{"t":"Str","c":"corpus,"},{"t":"Space"},{"t":"Str","c":"however"},{"t":"Space"},{"t":"Str","c":"large,"},{"t":"Space"},{"t":"Str","c":"we"},{"t":"Space"},{"t":"Str","c":"seek"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"extract"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"pairs"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"entities"},{"t":"Space"},{"t":"Str","c":"with"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"strongest"},{"t":"Space"},{"t":"Str","c":"interactions,"},{"t":"Space"},{"t":"Str","c":"for"},{"t":"Space"},{"t":"Str","c":"example"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"most"},{"t":"Space"},{"t":"Str","c":"co-signatures"},{"t":"Space"},{"t":"Str","c":"per"},{"t":"Space"},{"t":"Str","c":"pair"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"authors."},{"t":"Space"},{"t":"Str","c":"From"},{"t":"Space"},{"t":"Str","c":"this"},{"t":"Space"},{"t":"Str","c":"list"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"pairs,"},{"t":"Space"},{"t":"Str","c":"we"},{"t":"Space"},{"t":"Str","c":"can"},{"t":"Space"},{"t":"Str","c":"naturally"},{"t":"Space"},{"t":"Str","c":"find"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"nodes"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"graph"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"deduce"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"new"},{"t":"Space"},{"t":"Str","c":"graph."},{"t":"Space"},{"t":"Str","c":"If"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"graph"},{"t":"Space"},{"t":"Str","c":"has"},{"t":"Space"},{"t":"Str","c":"several"},{"t":"Space"},{"t":"Str","c":"independent"},{"t":"Space"},{"t":"Str","c":"components,"},{"t":"Space"},{"t":"Str","c":"i.e. several"},{"t":"Space"},{"t":"Str","c":"unconnected"},{"t":"Space"},{"t":"Str","c":"sub-graphs,"},{"t":"Space"},{"t":"Str","c":"we"},{"t":"Space"},{"t":"Str","c":"can"},{"t":"Space"},{"t":"Str","c":"decide"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"keep"},{"t":"Space"},{"t":"Str","c":"only"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"main"},{"t":"Space"},{"t":"Str","c":"component(s)."}]},{"t":"Header","c":[2,["elasticsearch-implementation",[],[]],[{"t":"Str","c":"2.2"},{"t":"Space"},{"t":"Str","c":"Elasticsearch"},{"t":"Space"},{"t":"Str","c":"implementation"}]]},{"t":"Para","c":[{"t":"Str","c":"To"},{"t":"Space"},{"t":"Str","c":"identify"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"strongest"},{"t":"Space"},{"t":"Str","c":"links,"},{"t":"Space"},{"t":"Str","c":"it"},{"t":"Space"},{"t":"Str","c":"would"},{"t":"Space"},{"t":"Str","c":"be"},{"t":"Space"},{"t":"Str","c":"too"},{"t":"Space"},{"t":"Str","c":"costly"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"go"},{"t":"Space"},{"t":"Str","c":"through"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"entire"},{"t":"Space"},{"t":"Str","c":"corpus."},{"t":"Space"},{"t":"Str","c":"We"},{"t":"Space"},{"t":"Str","c":"have"},{"t":"Space"},{"t":"Str","c":"pre-calculated"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"links"},{"t":"Space"},{"t":"Str","c":"at"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"level"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"each"},{"t":"Space"},{"t":"Str","c":"publication."},{"t":"Space"},{"t":"Str","c":"So,"},{"t":"Space"},{"t":"Str","c":"if"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"publication"},{"t":"Space"},{"t":"Str","c":"is"},{"t":"Space"},{"t":"Str","c":"linked"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"3"},{"t":"Space"},{"t":"Str","c":"themes,"},{"t":"Space"},{"t":"Str","c":"T1,"},{"t":"Space"},{"t":"Str","c":"T2"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"T3,"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"pre-calculated"},{"t":"Space"},{"t":"Str","c":"field,"},{"t":"Space"},{"t":"Str","c":"at"},{"t":"Space"},{"t":"Str","c":"publication"},{"t":"Space"},{"t":"Str","c":"level,"},{"t":"Space"},{"t":"Str","c":"contains"},{"t":"Space"},{"t":"Str","c":"all"},{"t":"Space"},{"t":"Str","c":"T1-T2,"},{"t":"Space"},{"t":"Str","c":"T1-T3"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"T2-T3"},{"t":"Space"},{"t":"Str","c":"pairs."},{"t":"Space"},{"t":"Str","c":"This"},{"t":"Space"},{"t":"Str","c":"co_topics"},{"t":"Space"},{"t":"Str","c":"field"},{"t":"Space"},{"t":"Str","c":"represents"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"co-appearance"},{"t":"Space"},{"t":"Str","c":"links"},{"t":"Space"},{"t":"Str","c":"within"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"publication."},{"t":"Space"},{"t":"Str","c":"We"},{"t":"Space"},{"t":"Str","c":"then"},{"t":"Space"},{"t":"Str","c":"use"},{"t":"Space"},{"t":"Str","c":"elasticsearch’s"},{"t":"Space"},{"t":"Str","c":"aggregation"},{"t":"Space"},{"t":"Str","c":"functionality"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"list"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"most"},{"t":"Space"},{"t":"Str","c":"present"},{"t":"Space"},{"t":"Str","c":"links,"},{"t":"Space"},{"t":"Str","c":"very"},{"t":"Space"},{"t":"Str","c":"efficiently."}]},{"t":"Para","c":[{"t":"Str","c":"In"},{"t":"Space"},{"t":"Str","c":"practice,"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"PID"},{"t":"Space"},{"t":"Str","c":"is"},{"t":"Space"},{"t":"Str","c":"also"},{"t":"Space"},{"t":"Str","c":"stored"},{"t":"Space"},{"t":"Str","c":"(the"},{"t":"Space"},{"t":"Str","c":"wikidata"},{"t":"Space"},{"t":"Str","c":"for"},{"t":"Space"},{"t":"Str","c":"topics,"},{"t":"Space"},{"t":"Str","c":"for"},{"t":"Space"},{"t":"Str","c":"example)"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"disambiguate"},{"t":"Space"},{"t":"Str","c":"entities."},{"t":"Space"},{"t":"Str","c":"In"},{"t":"Space"},{"t":"Str","c":"practice,"},{"t":"Space"},{"t":"Str","c":"for"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"given"},{"t":"Space"},{"t":"Str","c":"query,"},{"t":"Space"},{"t":"Str","c":"elasticsearch"},{"t":"Space"},{"t":"Str","c":"returns"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"response"},{"t":"Space"},{"t":"Str","c":"containing"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"strongest"},{"t":"Space"},{"t":"Str","c":"links,"},{"t":"Space"},{"t":"Str","c":"for"},{"t":"Space"},{"t":"Str","c":"example:"}]},{"t":"CodeBlock","c":[["",["json"],[]]," {\n \"key\": \"Q15305550###carbon sequestration---Q7942###climate change\",\n \"doc_count\": 17,\n },\n {\n \"key\": \"Q15305550###carbon sequestration---Q623###carbon\",\n \"doc_count\": 14,\n },\n {\n \"key\": \"Q15305550###Carbon sequestration---Q7942###Climate change\",\n \"doc_count\": 13,\n },\n {\n \"key\": \"Q15305550###Carbon sequestration---Q898653###Climate change mitigation\",\n \"doc_count\": 10,\n },\n {\n \"key\": \"Q397350###agroforestry---Q8486###coffee\",\n \"doc_count\": 10,\n },\n {\n \"key\": \"Q15305550###Carbon sequestration---Q1997###CO2\",\n \"doc_count\": 9,\n },\n {\n \"key\": \"Q623###carbon---Q627###nitrogen\",\n \"doc_count\": 9,\n },\n {\n \"key\": \"Q15305550###Carbon sequestration---Q623###carbon\",\n \"doc_count\": 7,\n },"]},{"t":"Header","c":[2,["vosviewer-implementation",[],[]],[{"t":"Str","c":"2.3"},{"t":"Space"},{"t":"Str","c":"VOSviewer"},{"t":"Space"},{"t":"Str","c":"implementation"}]]},{"t":"Para","c":[{"t":"Str","c":"We"},{"t":"Space"},{"t":"Str","c":"use"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"open"},{"t":"Space"},{"t":"Str","c":"source"},{"t":"Space"},{"t":"Str","c":"VOSviewer"},{"t":"Space"},{"t":"Str","c":"online"},{"t":"Space"},{"t":"Str","c":"tool"},{"t":"Space"},{"t":"Str","c":"for"},{"t":"Space"},{"t":"Str","c":"network"},{"t":"Space"},{"t":"Str","c":"visualization"},{"t":"Space"},{"t":"Link","c":[["",[],[]],[{"t":"Str","c":"https://github.com/neesjanvaneck/VOSviewer-Online"}],["https://github.com/neesjanvaneck/VOSviewer-Online",""]]},{"t":"Str","c":"."},{"t":"Space"},{"t":"Str","c":"It"},{"t":"Space"},{"t":"Str","c":"is"},{"t":"Space"},{"t":"Str","c":"based"},{"t":"Space"},{"t":"Str","c":"on"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"VOSviewer"},{"t":"Space"},{"t":"Str","c":"tool"},{"t":"Space"},{"t":"Str","c":"which"},{"t":"Space"},{"t":"Str","c":"is"},{"t":"Space"},{"t":"Str","c":"very"},{"t":"Space"},{"t":"Str","c":"popular"},{"t":"Space"},{"t":"Str","c":"for"},{"t":"Space"},{"t":"Str","c":"network"},{"t":"Space"},{"t":"Str","c":"analysis"},{"t":"Space"},{"t":"Str","c":"in"},{"t":"Space"},{"t":"Str","c":"bibliometric"},{"t":"Space"},{"t":"Str","c":"studies"},{"t":"Space"},{"t":"Cite","c":[[{"citationSuffix":[],"citationNoteNum":0,"citationMode":{"t":"NormalCitation"},"citationPrefix":[],"citationId":"DBLP:journals/corr/abs-1006-1032","citationHash":0}],[{"t":"Str","c":"[@DBLP:journals/corr/abs-1006-1032]"}]]},{"t":"Str","c":"."}]},{"t":"Header","c":[2,["llm-trick",[],[]],[{"t":"Str","c":"2.4"},{"t":"Space"},{"t":"Str","c":"LLM"},{"t":"Space"},{"t":"Str","c":"trick"}]]},{"t":"Header","c":[1,["making-insightful-maps",[],[]],[{"t":"Str","c":"3."},{"t":"Space"},{"t":"Str","c":"Making"},{"t":"Space"},{"t":"Str","c":"insightful"},{"t":"Space"},{"t":"Str","c":"maps"}]]},{"t":"Header","c":[2,["citation-hot-topics",[],[]],[{"t":"Str","c":"3.1"},{"t":"Space"},{"t":"Str","c":"Citation"},{"t":"Space"},{"t":"Str","c":"/"},{"t":"Space"},{"t":"Str","c":"hot"},{"t":"Space"},{"t":"Str","c":"topics"}]]},{"t":"Para","c":[{"t":"Str","c":"We"},{"t":"Space"},{"t":"Str","c":"use"},{"t":"Space"},{"t":"Str","c":"citations"},{"t":"Space"},{"t":"Str","c":"data"},{"t":"Space"},{"t":"Str","c":"from"},{"t":"Space"},{"t":"Str","c":"OpenAlex,"},{"t":"Space"},{"t":"Str","c":"which"},{"t":"Space"},{"t":"Str","c":"is"},{"t":"Space"},{"t":"Str","c":"as"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"today"},{"t":"Space"},{"t":"Str","c":"one"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"best"},{"t":"Space"},{"t":"Str","c":"open"},{"t":"Space"},{"t":"Str","c":"source"},{"t":"Space"},{"t":"Str","c":"datasource."},{"t":"Space"},{"t":"Str","c":"However,"},{"t":"Space"},{"t":"Str","c":"citations"},{"t":"Space"},{"t":"Str","c":"metadata"},{"t":"Space"},{"t":"Str","c":"from"},{"t":"Space"},{"t":"Str","c":"OpenAlex"},{"t":"Space"},{"t":"Str","c":"remains"},{"t":"Space"},{"t":"Str","c":"incomplete"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"must"},{"t":"Space"},{"t":"Str","c":"therefore"},{"t":"Space"},{"t":"Str","c":"be"},{"t":"Space"},{"t":"Str","c":"interpreted"},{"t":"Space"},{"t":"Str","c":"with"},{"t":"Space"},{"t":"Str","c":"caution"},{"t":"Space"},{"t":"Cite","c":[[{"citationSuffix":[],"citationNoteNum":0,"citationMode":{"t":"NormalCitation"},"citationPrefix":[],"citationId":"alperin2024analysissuitabilityopenalexbibliometric","citationHash":0}],[{"t":"Str","c":"[@alperin2024analysissuitabilityopenalexbibliometric]"}]]},{"t":"Str","c":"."}]},{"t":"Header","c":[2,["custom-perimeter",[],[]],[{"t":"Str","c":"3.2"},{"t":"Space"},{"t":"Str","c":"Custom"},{"t":"Space"},{"t":"Str","c":"perimeter"}]]},{"t":"Para","c":[{"t":"Str","c":"scanR"},{"t":"Space"},{"t":"Str","c":"offers"},{"t":"Space"},{"t":"Str","c":"this"},{"t":"Space"},{"t":"Str","c":"mapping"},{"t":"Space"},{"t":"Str","c":"tool"},{"t":"Space"},{"t":"Str","c":"for"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"entire"},{"t":"Space"},{"t":"Str","c":"indexed"},{"t":"Space"},{"t":"Str","c":"corpus,"},{"t":"Space"},{"t":"Str","c":"but"},{"t":"Space"},{"t":"Str","c":"it"},{"t":"Space"},{"t":"Str","c":"is"},{"t":"Space"},{"t":"Str","c":"also"},{"t":"Space"},{"t":"Str","c":"possible"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"adapt"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"tool"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"restricted"},{"t":"Space"},{"t":"Str","c":"perimeter,"},{"t":"Space"},{"t":"Str","c":"at"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"user’s"},{"t":"Space"},{"t":"Str","c":"discretion."},{"t":"Space"},{"t":"Str","c":"For"},{"t":"Space"},{"t":"Str","c":"example,"},{"t":"Space"},{"t":"Str","c":"an"},{"t":"Space"},{"t":"Str","c":"institution"},{"t":"Space"},{"t":"Str","c":"or"},{"t":"Space"},{"t":"Str","c":"laboratory"},{"t":"Space"},{"t":"Str","c":"can"},{"t":"Space"},{"t":"Str","c":"define"},{"t":"Space"},{"t":"Str","c":"its"},{"t":"Space"},{"t":"Str","c":"own"},{"t":"Space"},{"t":"Str","c":"corpus"},{"t":"Space"},{"t":"Str","c":"(based"},{"t":"Space"},{"t":"Str","c":"on"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"list"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"publications)"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"mapping"},{"t":"Space"},{"t":"Str","c":"tool"},{"t":"Space"},{"t":"Str","c":"dedicated"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"this"},{"t":"Space"},{"t":"Str","c":"perimeter"},{"t":"Space"},{"t":"Str","c":"is"},{"t":"Space"},{"t":"Str","c":"automatically"},{"t":"Space"},{"t":"Str","c":"created."},{"t":"Space"},{"t":"Str","c":"Technically,"},{"t":"Space"},{"t":"Str","c":"elasticsearch"},{"t":"Space"},{"t":"Str","c":"queries"},{"t":"Space"},{"t":"Str","c":"are"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"same,"},{"t":"Space"},{"t":"Str","c":"with"},{"t":"Space"},{"t":"Str","c":"just"},{"t":"Space"},{"t":"Str","c":"an"},{"t":"Space"},{"t":"Str","c":"additional"},{"t":"Space"},{"t":"Str","c":"filter"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"query"},{"t":"Space"},{"t":"Str","c":"only"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"publications"},{"t":"Space"},{"t":"Str","c":"within"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"perimeter."},{"t":"Space"},{"t":"Str","c":"The"},{"t":"Space"},{"t":"Str","c":"tool"},{"t":"Space"},{"t":"Str","c":"can"},{"t":"Space"},{"t":"Str","c":"be"},{"t":"Space"},{"t":"Str","c":"embedded"},{"t":"Space"},{"t":"Str","c":"in"},{"t":"Space"},{"t":"Str","c":"any"},{"t":"Space"},{"t":"Str","c":"website"},{"t":"Space"},{"t":"Str","c":"using"},{"t":"Space"},{"t":"Str","c":"an"},{"t":"Space"},{"t":"Str","c":"iframe."},{"t":"Space"},{"t":"Str","c":"It’s"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"same"},{"t":"Space"},{"t":"Str","c":"principle"},{"t":"Space"},{"t":"Str","c":"as"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"local"},{"t":"Space"},{"t":"Str","c":"barometer."},{"t":"Space"},{"t":"Str","c":"This"},{"t":"Space"},{"t":"Str","c":"approach"},{"t":"Space"},{"t":"Str","c":"eliminates"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"need"},{"t":"Space"},{"t":"Str","c":"for"},{"t":"Space"},{"t":"Str","c":"automatic"},{"t":"Space"},{"t":"Str","c":"alignment"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"affiliations,"},{"t":"Space"},{"t":"Str","c":"which"},{"t":"Space"},{"t":"Str","c":"remains"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"highly"},{"t":"Space"},{"t":"Str","c":"complex"},{"t":"Space"},{"t":"Str","c":"task."},{"t":"Space"},{"t":"Str","c":"Automation"},{"t":"Space"},{"t":"Str","c":"is"},{"t":"Space"},{"t":"Str","c":"possible"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"certain"},{"t":"Space"},{"t":"Str","c":"extent"},{"t":"Space"},{"t":"Cite","c":[[{"citationSuffix":[],"citationNoteNum":0,"citationMode":{"t":"NormalCitation"},"citationPrefix":[],"citationId":"lhote_using_2021","citationHash":0}],[{"t":"Str","c":"[@lhote_using_2021]"}]]},{"t":"Str","c":","},{"t":"Space"},{"t":"Str","c":"but"},{"t":"Space"},{"t":"Str","c":"human"},{"t":"Space"},{"t":"Str","c":"curation"},{"t":"Space"},{"t":"Str","c":"remains"},{"t":"Space"},{"t":"Str","c":"necessary"},{"t":"Space"},{"t":"Str","c":"in"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"majority"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"cases"},{"t":"Space"},{"t":"Cite","c":[[{"citationSuffix":[],"citationNoteNum":0,"citationMode":{"t":"NormalCitation"},"citationPrefix":[],"citationId":"jeangirard:hal-04598201","citationHash":0}],[{"t":"Str","c":"[@jeangirard:hal-04598201]"}]]},{"t":"Str","c":"."},{"t":"Space"},{"t":"Str","c":"In"},{"t":"Space"},{"t":"Str","c":"this"},{"t":"Space"},{"t":"Str","c":"way,"},{"t":"Space"},{"t":"Str","c":"users"},{"t":"Space"},{"t":"Str","c":"retain"},{"t":"Space"},{"t":"Str","c":"control"},{"t":"Space"},{"t":"Str","c":"over"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"definition"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"their"},{"t":"Space"},{"t":"Str","c":"perimeter,"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"can,"},{"t":"Space"},{"t":"Str","c":"if"},{"t":"Space"},{"t":"Str","c":"they"},{"t":"Space"},{"t":"Str","c":"wish,"},{"t":"Space"},{"t":"Str","c":"have"},{"t":"Space"},{"t":"Str","c":"several"},{"t":"Space"},{"t":"Str","c":"distinct"},{"t":"Space"},{"t":"Str","c":"perimeters."}]},{"t":"Header","c":[1,["code-availibility",[],[]],[{"t":"Str","c":"4."},{"t":"Space"},{"t":"Str","c":"Code"},{"t":"Space"},{"t":"Str","c":"availibility"}]]},{"t":"Para","c":[{"t":"Str","c":"The"},{"t":"Space"},{"t":"Str","c":"code"},{"t":"Space"},{"t":"Str","c":"developed"},{"t":"Space"},{"t":"Str","c":"for"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"scanR"},{"t":"Space"},{"t":"Str","c":"web"},{"t":"Space"},{"t":"Str","c":"application"},{"t":"Space"},{"t":"Str","c":"is"},{"t":"Space"},{"t":"Str","c":"open"},{"t":"Space"},{"t":"Str","c":"source"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"available"},{"t":"Space"},{"t":"Str","c":"online"},{"t":"Space"},{"t":"Str","c":"on"},{"t":"Space"},{"t":"Str","c":"GitHub"},{"t":"Space"},{"t":"Link","c":[["",[],[]],[{"t":"Str","c":"https://github.com/dataesr/scanr-ui"}],["https://github.com/dataesr/scanr-ui",""]]}]},{"t":"Header","c":[1,["references",[],[]],[{"t":"Str","c":"References"}]]}],"pandoc-api-version":[1,21],"meta":{"bibliography":{"t":"MetaInlines","c":[{"t":"Str","c":"bso.bib"}]},"date":{"t":"MetaInlines","c":[{"t":"Str","c":"January"},{"t":"Space"},{"t":"Str","c":"2025"}]},"geometry":{"t":"MetaInlines","c":[{"t":"Str","c":"left=3cm,"},{"t":"Space"},{"t":"Str","c":"right=3cm,"},{"t":"Space"},{"t":"Str","c":"top=3cm,"},{"t":"Space"},{"t":"Str","c":"bottom=3cm"}]},"keywords":{"t":"MetaList","c":[{"t":"MetaInlines","c":[{"t":"Str","c":"scanR"}]},{"t":"MetaInlines","c":[{"t":"Str","c":"VOSviewer"}]},{"t":"MetaInlines","c":[{"t":"Str","c":"scientific"},{"t":"Space"},{"t":"Str","c":"ccommunity"}]},{"t":"MetaInlines","c":[{"t":"Str","c":"research"},{"t":"Space"},{"t":"Str","c":"portal"}]},{"t":"MetaInlines","c":[{"t":"Str","c":"Elasticsearch"}]},{"t":"MetaInlines","c":[{"t":"Str","c":"network"},{"t":"Space"},{"t":"Str","c":"analysis"}]}]},"author":{"t":"MetaList","c":[{"t":"MetaMap","c":{"name":{"t":"MetaInlines","c":[{"t":"Str","c":"Victor Barbier"}]},"id":{"t":"MetaString","c":"Victor Barbier"},"institute":{"t":"MetaList","c":[{"t":"MetaString","c":"1"}]}}},{"t":"MetaMap","c":{"orcid":{"t":"MetaInlines","c":[{"t":"Str","c":"0000-0002-3767-7125"}]},"idref":{"t":"MetaInlines","c":[{"t":"Str","c":"242241344"}]},"name":{"t":"MetaInlines","c":[{"t":"Str","c":"Eric Jeangirard"}]},"id":{"t":"MetaString","c":"Eric Jeangirard"},"institute":{"t":"MetaList","c":[{"t":"MetaString","c":"1"}]}}}]},"title":{"t":"MetaInlines","c":[{"t":"Str","c":"Mapping"},{"t":"Space"},{"t":"Str","c":"scientific"},{"t":"Space"},{"t":"Str","c":"communities"},{"t":"Space"},{"t":"Str","c":"at"},{"t":"Space"},{"t":"Str","c":"scale"}]},"cito_cites":{"t":"MetaMap","c":{"citation":{"t":"MetaList","c":[{"t":"MetaString","c":"alperin2024analysissuitabilityopenalexbibliometric"},{"t":"MetaString","c":"10.1162/qss_a_00179"},{"t":"MetaString","c":"jeangirard:hal-04813230"},{"t":"MetaString","c":"foppiano2020entity"},{"t":"MetaString","c":"DBLP:journals/corr/abs-1006-1032"},{"t":"MetaString","c":"alperin2024analysissuitabilityopenalexbibliometric"},{"t":"MetaString","c":"lhote_using_2021"},{"t":"MetaString","c":"jeangirard:hal-04598201"}]}}},"institute":{"t":"MetaList","c":[{"t":"MetaMap","c":{"name":{"t":"MetaInlines","c":[{"t":"Str","c":"French"},{"t":"Space"},{"t":"Str","c":"Ministry"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"Higher"},{"t":"Space"},{"t":"Str","c":"Education"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"Research,"},{"t":"Space"},{"t":"Str","c":"Paris,"},{"t":"Space"},{"t":"Str","c":"France"}]},"id":{"t":"MetaString","c":"mesr"},"index":{"t":"MetaInlines","c":[{"t":"Str","c":"1"}]}}}]}}} +{"blocks":[{"t":"Para","c":[{"t":"Strong","c":[{"t":"Str","c":"Keywords"}]},{"t":"Str","c":":"},{"t":"Space"},{"t":"Str","c":"open"},{"t":"Space"},{"t":"Str","c":"access,"},{"t":"Space"},{"t":"Str","c":"open"},{"t":"Space"},{"t":"Str","c":"science,"},{"t":"Space"},{"t":"Str","c":"open"},{"t":"Space"},{"t":"Str","c":"data,"},{"t":"Space"},{"t":"Str","c":"open"},{"t":"Space"},{"t":"Str","c":"source"}]},{"t":"Header","c":[1,["motivation",[],[]],[{"t":"Str","c":"1."},{"t":"Space"},{"t":"Str","c":"Motivation"}]]},{"t":"Para","c":[{"t":"Str","c":"Analysing"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"mapping"},{"t":"Space"},{"t":"Str","c":"scientific"},{"t":"Space"},{"t":"Str","c":"communities"},{"t":"Space"},{"t":"Str","c":"provides"},{"t":"Space"},{"t":"Str","c":"an"},{"t":"Space"},{"t":"Str","c":"insight"},{"t":"Space"},{"t":"Str","c":"into"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"structure"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"evolution"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"academic"},{"t":"Space"},{"t":"Str","c":"disciplines."},{"t":"Space"},{"t":"Str","c":"This"},{"t":"Space"},{"t":"Str","c":"involves"},{"t":"Space"},{"t":"Str","c":"providing"},{"t":"Space"},{"t":"Str","c":"an"},{"t":"Space"},{"t":"Str","c":"analytical"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"visual"},{"t":"Space"},{"t":"Str","c":"representation"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"relationships"},{"t":"Space"},{"t":"Str","c":"between"},{"t":"Space"},{"t":"Str","c":"entities"},{"t":"Space"},{"t":"Str","c":"(e.g. researchers,"},{"t":"Space"},{"t":"Str","c":"research"},{"t":"Space"},{"t":"Str","c":"laboratories,"},{"t":"Space"},{"t":"Str","c":"research"},{"t":"Space"},{"t":"Str","c":"themes),"},{"t":"Space"},{"t":"Str","c":"with"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"aim,"},{"t":"Space"},{"t":"Str","c":"in"},{"t":"Space"},{"t":"Str","c":"particular,"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"understanding"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"networks"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"dynamics"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"scientific"},{"t":"Space"},{"t":"Str","c":"collaboration,"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"identifying"},{"t":"Space"},{"t":"Str","c":"collaborative"},{"t":"Space"},{"t":"Str","c":"groups"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"their"},{"t":"Space"},{"t":"Str","c":"influences."},{"t":"Space"},{"t":"Str","c":"From"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"point"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"view"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"decision-makers,"},{"t":"Space"},{"t":"Str","c":"this"},{"t":"Space"},{"t":"Str","c":"type"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"tool"},{"t":"Space"},{"t":"Str","c":"is"},{"t":"Space"},{"t":"Str","c":"useful"},{"t":"Space"},{"t":"Str","c":"for"},{"t":"Space"},{"t":"Str","c":"strategic"},{"t":"Space"},{"t":"Str","c":"decision-making"},{"t":"Space"},{"t":"Str","c":"with"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"view"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"public"},{"t":"Space"},{"t":"Str","c":"policy"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"funding."}]},{"t":"Para","c":[{"t":"Str","c":"These"},{"t":"Space"},{"t":"Str","c":"maps"},{"t":"Space"},{"t":"Str","c":"are"},{"t":"Space"},{"t":"Str","c":"generally"},{"t":"Space"},{"t":"Str","c":"deduced"},{"t":"Space"},{"t":"Str","c":"from"},{"t":"Space"},{"t":"Str","c":"data"},{"t":"Space"},{"t":"Str","c":"in"},{"t":"Space"},{"t":"Str","c":"bibliographic"},{"t":"Space"},{"t":"Str","c":"databases"},{"t":"Space"},{"t":"Str","c":"(open"},{"t":"Space"},{"t":"Str","c":"or"},{"t":"Space"},{"t":"Str","c":"proprietary),"},{"t":"Space"},{"t":"Str","c":"based"},{"t":"Space"},{"t":"Str","c":"on"},{"t":"Space"},{"t":"Str","c":"co-publication"},{"t":"Space"},{"t":"Str","c":"or"},{"t":"Space"},{"t":"Str","c":"citation"},{"t":"Space"},{"t":"Str","c":"information."},{"t":"Space"},{"t":"Str","c":"In"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"case"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"co-publications,"},{"t":"Space"},{"t":"Str","c":"two"},{"t":"Space"},{"t":"Str","c":"entities"},{"t":"Space"},{"t":"Str","c":"(authors,"},{"t":"Space"},{"t":"Str","c":"for"},{"t":"Space"},{"t":"Str","c":"example)"},{"t":"Space"},{"t":"Str","c":"will"},{"t":"Space"},{"t":"Str","c":"be"},{"t":"Space"},{"t":"Str","c":"linked"},{"t":"Space"},{"t":"Str","c":"if"},{"t":"Space"},{"t":"Str","c":"they"},{"t":"Space"},{"t":"Str","c":"have"},{"t":"Space"},{"t":"Str","c":"collaborated"},{"t":"Space"},{"t":"Str","c":"(co-published)"},{"t":"Space"},{"t":"Str","c":"on"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"piece"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"research."},{"t":"Space"},{"t":"Str","c":"These"},{"t":"Space"},{"t":"Str","c":"links"},{"t":"Space"},{"t":"Str","c":"are"},{"t":"Space"},{"t":"Str","c":"then"},{"t":"Space"},{"t":"Str","c":"symmetrical."},{"t":"Space"},{"t":"Str","c":"In"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"case"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"citation"},{"t":"Space"},{"t":"Str","c":"links,"},{"t":"Space"},{"t":"Str","c":"two"},{"t":"Space"},{"t":"Str","c":"authors"},{"t":"Space"},{"t":"Str","c":"will"},{"t":"Space"},{"t":"Str","c":"be"},{"t":"Space"},{"t":"Str","c":"linked"},{"t":"Space"},{"t":"Str","c":"if"},{"t":"Space"},{"t":"Str","c":"one"},{"t":"Space"},{"t":"Str","c":"cites"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"research"},{"t":"Space"},{"t":"Str","c":"work"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"another,"},{"t":"Space"},{"t":"Str","c":"in"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"list"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"references."},{"t":"Space"},{"t":"Str","c":"This"},{"t":"Space"},{"t":"Str","c":"is"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"directed"},{"t":"Space"},{"t":"Str","c":"link,"},{"t":"Space"},{"t":"Str","c":"as"},{"t":"Space"},{"t":"Str","c":"one"},{"t":"Space"},{"t":"Str","c":"author"},{"t":"Space"},{"t":"Str","c":"may"},{"t":"Space"},{"t":"Str","c":"cite"},{"t":"Space"},{"t":"Str","c":"another"},{"t":"Space"},{"t":"Str","c":"without"},{"t":"Space"},{"t":"Str","c":"this"},{"t":"Space"},{"t":"Str","c":"being"},{"t":"Space"},{"t":"Str","c":"reciprocal."},{"t":"Space"},{"t":"Str","c":"A"},{"t":"Space"},{"t":"Str","c":"lot"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"recent"},{"t":"Space"},{"t":"Str","c":"work"},{"t":"Space"},{"t":"Str","c":"uses"},{"t":"Space"},{"t":"Str","c":"this"},{"t":"Space"},{"t":"Str","c":"second"},{"t":"Space"},{"t":"Str","c":"approach,"},{"t":"Space"},{"t":"Str","c":"for"},{"t":"Space"},{"t":"Str","c":"example"},{"t":"Space"},{"t":"Str","c":"by"},{"t":"Space"},{"t":"Str","c":"trying"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"calculate"},{"t":"Space"},{"t":"Str","c":"composite"},{"t":"Space"},{"t":"Str","c":"indicators"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"novelty"},{"t":"Space"},{"t":"Str","c":"(or"},{"t":"Space"},{"t":"Str","c":"innovation)"},{"t":"Space"},{"t":"Str","c":"based"},{"t":"Space"},{"t":"Str","c":"on"},{"t":"Space"},{"t":"Str","c":"citation"},{"t":"Space"},{"t":"Str","c":"links."}]},{"t":"Para","c":[{"t":"Str","c":"The"},{"t":"Space"},{"t":"Str","c":"quality"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"completeness"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"bibliographic"},{"t":"Space"},{"t":"Str","c":"metadata"},{"t":"Space"},{"t":"Str","c":"used"},{"t":"Space"},{"t":"Str","c":"are,"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"course,"},{"t":"Space"},{"t":"Str","c":"essential"},{"t":"Space"},{"t":"Str","c":"if"},{"t":"Space"},{"t":"Str","c":"we"},{"t":"Space"},{"t":"Str","c":"are"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"produce"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"relevant"},{"t":"Space"},{"t":"Str","c":"map."},{"t":"Space"},{"t":"Str","c":"Today,"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"quality"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"open"},{"t":"Space"},{"t":"Str","c":"citation"},{"t":"Space"},{"t":"Str","c":"data"},{"t":"Space"},{"t":"Str","c":"still"},{"t":"Space"},{"t":"Str","c":"needs"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"be"},{"t":"Space"},{"t":"Str","c":"improved,"},{"t":"Space"},{"t":"Str","c":"cf"},{"t":"Space"},{"t":"Cite","c":[[{"citationSuffix":[],"citationNoteNum":0,"citationMode":{"t":"NormalCitation"},"citationPrefix":[],"citationId":"alperin2024analysissuitabilityopenalexbibliometric","citationHash":0}],[{"t":"Str","c":"[@alperin2024analysissuitabilityopenalexbibliometric]"}]]},{"t":"Str","c":"."},{"t":"SoftBreak"},{"t":"Str","c":"On"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"other"},{"t":"Space"},{"t":"Str","c":"hand,"},{"t":"Space"},{"t":"Str","c":"it"},{"t":"Space"},{"t":"Str","c":"is"},{"t":"Space"},{"t":"Str","c":"possible"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"obtain"},{"t":"Space"},{"t":"Str","c":"quality"},{"t":"Space"},{"t":"Str","c":"metadata"},{"t":"Space"},{"t":"Str","c":"on"},{"t":"Space"},{"t":"Str","c":"publications"},{"t":"Space"},{"t":"Str","c":"(and"},{"t":"Space"},{"t":"Str","c":"therefore"},{"t":"Space"},{"t":"Str","c":"links"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"co-publications)."},{"t":"Space"},{"t":"Str","c":"For"},{"t":"Space"},{"t":"Str","c":"example,"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"French"},{"t":"Space"},{"t":"Str","c":"Open"},{"t":"Space"},{"t":"Str","c":"Science"},{"t":"Space"},{"t":"Str","c":"Monitor"},{"t":"Space"},{"t":"Str","c":"(BSO)"},{"t":"Space"},{"t":"Str","c":"has"},{"t":"Space"},{"t":"Str","c":"compiled"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"corpus"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"French"},{"t":"Space"},{"t":"Str","c":"publications"},{"t":"Space"},{"t":"Str","c":"with"},{"t":"Space"},{"t":"Str","c":"good"},{"t":"Space"},{"t":"Str","c":"coverage"},{"t":"Space"},{"t":"Str","c":"cf"},{"t":"Space"},{"t":"Cite","c":[[{"citationSuffix":[],"citationNoteNum":0,"citationMode":{"t":"NormalCitation"},"citationPrefix":[],"citationId":"10.1162/qss_a_00179","citationHash":0}],[{"t":"Str","c":"[@10.1162/qss_a_00179]"}]]},{"t":"Str","c":"."},{"t":"Space"},{"t":"Str","c":"This"},{"t":"Space"},{"t":"Str","c":"corpus"},{"t":"Space"},{"t":"Str","c":"is"},{"t":"Space"},{"t":"Str","c":"exposed"},{"t":"Space"},{"t":"Str","c":"in"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"French"},{"t":"Space"},{"t":"Str","c":"research"},{"t":"Space"},{"t":"Str","c":"portal"},{"t":"Space"},{"t":"Str","c":"scanR"},{"t":"Space"},{"t":"Cite","c":[[{"citationSuffix":[],"citationNoteNum":0,"citationMode":{"t":"NormalCitation"},"citationPrefix":[],"citationId":"jeangirard:hal-04813230","citationHash":0}],[{"t":"Str","c":"[@jeangirard:hal-04813230]"}]]},{"t":"Str","c":"."},{"t":"Space"},{"t":"Str","c":"This"},{"t":"Space"},{"t":"Str","c":"is"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"corpus"},{"t":"Space"},{"t":"Str","c":"containing"},{"t":"Space"},{"t":"Str","c":"about"},{"t":"Space"},{"t":"Str","c":"4"},{"t":"Space"},{"t":"Str","c":"millions"},{"t":"Space"},{"t":"Str","c":"publications"},{"t":"Space"},{"t":"Str","c":"in"},{"t":"Space"},{"t":"Str","c":"all"},{"t":"Space"},{"t":"Str","c":"disciplines."},{"t":"Space"},{"t":"Str","c":"These"},{"t":"Space"},{"t":"Str","c":"publications"},{"t":"Space"},{"t":"Str","c":"have"},{"t":"Space"},{"t":"Str","c":"been"},{"t":"Space"},{"t":"Str","c":"enriched"},{"t":"Space"},{"t":"Str","c":"with"},{"t":"Space"},{"t":"Str","c":"disambuation"},{"t":"Space"},{"t":"Str","c":"persistent"},{"t":"Space"},{"t":"Str","c":"identifier"},{"t":"Space"},{"t":"Str","c":"(PID)"},{"t":"Space"},{"t":"Str","c":"on"},{"t":"Space"},{"t":"Str","c":"authors,"},{"t":"Space"},{"t":"Str","c":"affiliations"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"topics."},{"t":"Space"},{"t":"Str","c":"For"},{"t":"Space"},{"t":"Str","c":"authors"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"affiliations,"},{"t":"Space"},{"t":"Str","c":"French-specific"},{"t":"Space"},{"t":"Str","c":"PID"},{"t":"Space"},{"t":"Str","c":"have"},{"t":"Space"},{"t":"Str","c":"been"},{"t":"Space"},{"t":"Str","c":"used"},{"t":"Space"},{"t":"Str","c":"(idref"},{"t":"Space"},{"t":"Str","c":"for"},{"t":"Space"},{"t":"Str","c":"authors"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"RNSR"},{"t":"Space"},{"t":"Str","c":"for"},{"t":"Space"},{"t":"Str","c":"laboratories)"},{"t":"Space"},{"t":"Str","c":"because"},{"t":"Space"},{"t":"Str","c":"they"},{"t":"Space"},{"t":"Str","c":"have"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"best"},{"t":"Space"},{"t":"Str","c":"coverage,"},{"t":"Space"},{"t":"Str","c":"even"},{"t":"Space"},{"t":"Str","c":"if"},{"t":"Space"},{"t":"Str","c":"not"},{"t":"Space"},{"t":"Str","c":"perfect."},{"t":"Space"},{"t":"Str","c":"For"},{"t":"Space"},{"t":"Str","c":"topics,"},{"t":"Space"},{"t":"Str","c":"wikidata"},{"t":"Space"},{"t":"Str","c":"identifiers"},{"t":"Space"},{"t":"Str","c":"has"},{"t":"Space"},{"t":"Str","c":"been"},{"t":"Space"},{"t":"Str","c":"used"},{"t":"Space"},{"t":"Str","c":"cf"},{"t":"Space"},{"t":"Cite","c":[[{"citationSuffix":[],"citationNoteNum":0,"citationMode":{"t":"NormalCitation"},"citationPrefix":[],"citationId":"foppiano2020entity","citationHash":0}],[{"t":"Str","c":"[@foppiano2020entity]"}]]},{"t":"Str","c":"."},{"t":"Space"},{"t":"Str","c":"Other"},{"t":"Space"},{"t":"Str","c":"enrichments,"},{"t":"Space"},{"t":"Str","c":"like"},{"t":"Space"},{"t":"Str","c":"software"},{"t":"Space"},{"t":"Str","c":"detection"},{"t":"Space"},{"t":"Str","c":"are"},{"t":"Space"},{"t":"Str","c":"also"},{"t":"Space"},{"t":"Str","c":"present,"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"thus"},{"t":"Space"},{"t":"Str","c":"usable"},{"t":"Space"},{"t":"Str","c":"as"},{"t":"Space"},{"t":"Str","c":"entities"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"map."}]},{"t":"Header","c":[2,["previous-limits-of-the-scanr-application",[],[]],[{"t":"Str","c":"1.1"},{"t":"Space"},{"t":"Str","c":"Previous"},{"t":"Space"},{"t":"Str","c":"limits"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"scanR"},{"t":"Space"},{"t":"Str","c":"application"}]]},{"t":"Para","c":[{"t":"Str","c":"Launched"},{"t":"Space"},{"t":"Str","c":"in"},{"t":"Space"},{"t":"Str","c":"2016,"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"scanR"},{"t":"Space"},{"t":"Str","c":"portal"},{"t":"Space"},{"t":"Str","c":"used"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"be"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"search"},{"t":"Space"},{"t":"Str","c":"engine."},{"t":"Space"},{"t":"Str","c":"Its"},{"t":"Space"},{"t":"Str","c":"scope"},{"t":"Space"},{"t":"Str","c":"first"},{"t":"Space"},{"t":"Str","c":"focused"},{"t":"Space"},{"t":"Str","c":"on"},{"t":"Space"},{"t":"Str","c":"research"},{"t":"Space"},{"t":"Str","c":"entities"},{"t":"Space"},{"t":"Str","c":"(institutions,"},{"t":"Space"},{"t":"Str","c":"laboratories"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"private"},{"t":"Space"},{"t":"Str","c":"companies)"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"was"},{"t":"Space"},{"t":"Str","c":"extended"},{"t":"Space"},{"t":"Str","c":"in"},{"t":"Space"},{"t":"Str","c":"2020"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"cover"},{"t":"Space"},{"t":"Str","c":"fundings,"},{"t":"Space"},{"t":"Str","c":"publications,"},{"t":"Space"},{"t":"Str","c":"patents"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"authors."},{"t":"Space"},{"t":"Str","c":"Two"},{"t":"Space"},{"t":"Str","c":"main"},{"t":"Space"},{"t":"Str","c":"use"},{"t":"Space"},{"t":"Str","c":"cases"},{"t":"Space"},{"t":"Str","c":"were"},{"t":"Space"},{"t":"Str","c":"covered."},{"t":"Space"},{"t":"Str","c":"Firstly,"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"ability"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"generate"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"list"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"search"},{"t":"Space"},{"t":"Str","c":"results"},{"t":"Space"},{"t":"Str","c":"corresponding"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"user"},{"t":"Space"},{"t":"Str","c":"query."},{"t":"Space"},{"t":"Str","c":"A"},{"t":"Space"},{"t":"Str","c":"list"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"laboratories,"},{"t":"Space"},{"t":"Str","c":"authors,"},{"t":"Space"},{"t":"Str","c":"funding"},{"t":"Space"},{"t":"Str","c":"or"},{"t":"Space"},{"t":"Str","c":"publications"},{"t":"Space"},{"t":"Str","c":"could"},{"t":"Space"},{"t":"Str","c":"be"},{"t":"Space"},{"t":"Str","c":"generated."},{"t":"Space"},{"t":"Str","c":"Secondly,"},{"t":"Space"},{"t":"Str","c":"for"},{"t":"Space"},{"t":"Str","c":"each"},{"t":"Space"},{"t":"Str","c":"institution"},{"t":"Space"},{"t":"Str","c":"(or"},{"t":"Space"},{"t":"Str","c":"laboratory),"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"unified"},{"t":"Space"},{"t":"Str","c":"view"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"all"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"data"},{"t":"Space"},{"t":"Str","c":"concerning"},{"t":"Space"},{"t":"Str","c":"it"},{"t":"Space"},{"t":"Str","c":"was"},{"t":"Space"},{"t":"Str","c":"grouped"},{"t":"Space"},{"t":"Str","c":"together"},{"t":"Space"},{"t":"Str","c":"on"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"dedicated"},{"t":"Space"},{"t":"Str","c":"page"},{"t":"Space"},{"t":"Str","c":"in"},{"t":"Space"},{"t":"Str","c":"scanR"},{"t":"Space"},{"t":"Str","c":"(administrative"},{"t":"Space"},{"t":"Str","c":"information,"},{"t":"Space"},{"t":"Str","c":"list"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"publications,"},{"t":"Space"},{"t":"Str","c":"list"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"funding,"},{"t":"Space"},{"t":"Str","c":"main"},{"t":"Space"},{"t":"Str","c":"partners,"},{"t":"Space"},{"t":"Str","c":"etc.)."}]},{"t":"Para","c":[{"t":"Str","c":"However,"},{"t":"Space"},{"t":"Str","c":"these"},{"t":"Space"},{"t":"Str","c":"functions"},{"t":"Space"},{"t":"Str","c":"only"},{"t":"Space"},{"t":"Str","c":"gave"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"flat"},{"t":"Space"},{"t":"Str","c":"view"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"different"},{"t":"Space"},{"t":"Str","c":"dimensions,"},{"t":"Space"},{"t":"Str","c":"without"},{"t":"Space"},{"t":"Str","c":"providing"},{"t":"Space"},{"t":"Str","c":"any"},{"t":"Space"},{"t":"Str","c":"insights"},{"t":"Space"},{"t":"Str","c":"into"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"interactions"},{"t":"Space"},{"t":"Str","c":"between"},{"t":"Space"},{"t":"Str","c":"laboratories"},{"t":"Space"},{"t":"Str","c":"or"},{"t":"Space"},{"t":"Str","c":"authors."},{"t":"Space"},{"t":"Str","c":"For"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"user"},{"t":"Space"},{"t":"Str","c":"interested"},{"t":"Space"},{"t":"Str","c":"in"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"research"},{"t":"Space"},{"t":"Str","c":"theme,"},{"t":"Space"},{"t":"Str","c":"for"},{"t":"Space"},{"t":"Str","c":"example,"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"list"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"main"},{"t":"Space"},{"t":"Str","c":"contributors"},{"t":"Space"},{"t":"Str","c":"(those"},{"t":"Space"},{"t":"Str","c":"who"},{"t":"Space"},{"t":"Str","c":"have"},{"t":"Space"},{"t":"Str","c":"co-authored"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"most"},{"t":"Space"},{"t":"Str","c":"publications)"},{"t":"Space"},{"t":"Str","c":"does"},{"t":"Space"},{"t":"Str","c":"not"},{"t":"Space"},{"t":"Str","c":"give"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"clear"},{"t":"Space"},{"t":"Str","c":"idea"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"which"},{"t":"Space"},{"t":"Str","c":"research"},{"t":"Space"},{"t":"Str","c":"communities"},{"t":"Space"},{"t":"Str","c":"are"},{"t":"Space"},{"t":"Str","c":"at"},{"t":"Space"},{"t":"Str","c":"work"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"how"},{"t":"Space"},{"t":"Str","c":"they"},{"t":"Space"},{"t":"Str","c":"interact"},{"t":"Space"},{"t":"Str","c":"with"},{"t":"Space"},{"t":"Str","c":"each"},{"t":"Space"},{"t":"Str","c":"other."},{"t":"Space"},{"t":"Str","c":"A"},{"t":"Space"},{"t":"Str","c":"network"},{"t":"Space"},{"t":"Str","c":"analysis"},{"t":"Space"},{"t":"Str","c":"tool"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"describe"},{"t":"Space"},{"t":"Str","c":"these"},{"t":"Space"},{"t":"Str","c":"interactions"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"attempt"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"detect"},{"t":"Space"},{"t":"Str","c":"research"},{"t":"Space"},{"t":"Str","c":"communities"},{"t":"Space"},{"t":"Str","c":"could"},{"t":"Space"},{"t":"Str","c":"therefore"},{"t":"Space"},{"t":"Str","c":"enable"},{"t":"Space"},{"t":"Str","c":"us"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"go"},{"t":"Space"},{"t":"Str","c":"further"},{"t":"Space"},{"t":"Str","c":"in"},{"t":"Space"},{"t":"Str","c":"creating"},{"t":"Space"},{"t":"Str","c":"tools"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"help"},{"t":"Space"},{"t":"Str","c":"explore"},{"t":"Space"},{"t":"Str","c":"fields"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"research"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"innovation."}]},{"t":"Header","c":[2,["network-analysis-limits",[],[]],[{"t":"Str","c":"1.2"},{"t":"Space"},{"t":"Str","c":"Network"},{"t":"Space"},{"t":"Str","c":"analysis"},{"t":"Space"},{"t":"Str","c":"limits"}]]},{"t":"Para","c":[{"t":"Str","c":"Network"},{"t":"Space"},{"t":"Str","c":"analysis"},{"t":"Space"},{"t":"Str","c":"tools"},{"t":"Space"},{"t":"Str","c":"for"},{"t":"Space"},{"t":"Str","c":"bibliographic"},{"t":"Space"},{"t":"Str","c":"studies"},{"t":"Space"},{"t":"Str","c":"are"},{"t":"Space"},{"t":"Str","c":"used"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"study"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"relationships"},{"t":"Space"},{"t":"Str","c":"between"},{"t":"Space"},{"t":"Str","c":"entities"},{"t":"Space"},{"t":"Str","c":"in"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"corpus."},{"t":"Space"},{"t":"Str","c":"In"},{"t":"Space"},{"t":"Str","c":"general,"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"size"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"this"},{"t":"Space"},{"t":"Str","c":"corpus"},{"t":"Space"},{"t":"Str","c":"is"},{"t":"Space"},{"t":"Str","c":"limited"},{"t":"Space"},{"t":"Str","c":"because"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"calculations"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"determine"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"nodes,"},{"t":"Space"},{"t":"Str","c":"links"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"their"},{"t":"Space"},{"t":"Str","c":"positions"},{"t":"Space"},{"t":"Str","c":"for"},{"t":"Space"},{"t":"Str","c":"very"},{"t":"Space"},{"t":"Str","c":"large"},{"t":"Space"},{"t":"Str","c":"networks"},{"t":"Space"},{"t":"Str","c":"require"},{"t":"Space"},{"t":"Str","c":"too"},{"t":"Space"},{"t":"Str","c":"many"},{"t":"Space"},{"t":"Str","c":"resources,"},{"t":"Space"},{"t":"Str","c":"in"},{"t":"Space"},{"t":"Str","c":"addition"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"being"},{"t":"Space"},{"t":"Str","c":"very"},{"t":"Space"},{"t":"Str","c":"difficult"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"interpret."},{"t":"Space"},{"t":"Str","c":"As"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"result,"},{"t":"Space"},{"t":"Str","c":"tools"},{"t":"Space"},{"t":"Str","c":"such"},{"t":"Space"},{"t":"Str","c":"as"},{"t":"Space"},{"t":"Str","c":"VOSViewer"},{"t":"Space"},{"t":"Str","c":"offer"},{"t":"Space"},{"t":"Str","c":"options"},{"t":"Space"},{"t":"Str","c":"for"},{"t":"Space"},{"t":"Str","c":"limiting"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"size"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"networks."},{"t":"Space"},{"t":"Str","c":"The"},{"t":"Space"},{"t":"Str","c":"first"},{"t":"Space"},{"t":"Str","c":"option"},{"t":"Space"},{"t":"Str","c":"is"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"filter"},{"t":"Space"},{"t":"Str","c":"publications"},{"t":"Space"},{"t":"Str","c":"with"},{"t":"Space"},{"t":"Str","c":"too"},{"t":"Space"},{"t":"Str","c":"many"},{"t":"Space"},{"t":"Str","c":"authors."},{"t":"Space"},{"t":"Str","c":"This"},{"t":"Space"},{"t":"Str","c":"is"},{"t":"Space"},{"t":"Str","c":"particularly"},{"t":"Space"},{"t":"Str","c":"true"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"publications"},{"t":"Space"},{"t":"Str","c":"in"},{"t":"Space"},{"t":"Str","c":"particle"},{"t":"Space"},{"t":"Str","c":"physics,"},{"t":"Space"},{"t":"Str","c":"which"},{"t":"Space"},{"t":"Str","c":"can"},{"t":"Space"},{"t":"Str","c":"list"},{"t":"Space"},{"t":"Str","c":"several"},{"t":"Space"},{"t":"Str","c":"thousand"},{"t":"Space"},{"t":"Str","c":"authors."},{"t":"Space"},{"t":"Str","c":"As"},{"t":"Space"},{"t":"Str","c":"well"},{"t":"Space"},{"t":"Str","c":"as"},{"t":"Space"},{"t":"Str","c":"generating"},{"t":"Space"},{"t":"Str","c":"very"},{"t":"Space"},{"t":"Str","c":"large"},{"t":"Space"},{"t":"Str","c":"networks,"},{"t":"Space"},{"t":"Str","c":"this"},{"t":"Space"},{"t":"Str","c":"hyperauthorship"},{"t":"Space"},{"t":"Str","c":"can"},{"t":"Space"},{"t":"Str","c":"also"},{"t":"Space"},{"t":"Str","c":"be"},{"t":"Space"},{"t":"Str","c":"seen"},{"t":"Space"},{"t":"Str","c":"as"},{"t":"Space"},{"t":"Str","c":"reducing"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"relevance"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"information"},{"t":"Space"},{"t":"Str","c":"conveyed"},{"t":"Space"},{"t":"Str","c":"by"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"co-authorship"},{"t":"Space"},{"t":"Str","c":"links."},{"t":"Space"},{"t":"Str","c":"The"},{"t":"Space"},{"t":"Str","c":"second"},{"t":"Space"},{"t":"Str","c":"option"},{"t":"Space"},{"t":"Str","c":"offered"},{"t":"Space"},{"t":"Str","c":"by"},{"t":"Space"},{"t":"Str","c":"VOSViewer"},{"t":"Space"},{"t":"Str","c":"is"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"set"},{"t":"Space"},{"t":"Str","c":"thresholds"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"limit"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"number"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"nodes"},{"t":"Space"},{"t":"Str","c":"directly"},{"t":"Space"},{"t":"Str","c":"(minimum"},{"t":"Space"},{"t":"Str","c":"number"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"publications"},{"t":"Space"},{"t":"Str","c":"or"},{"t":"Space"},{"t":"Str","c":"minimum"},{"t":"Space"},{"t":"Str","c":"number"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"citations"},{"t":"Space"},{"t":"Str","c":"for"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"node)."},{"t":"Space"},{"t":"Str","c":"However,"},{"t":"Space"},{"t":"Str","c":"this"},{"t":"Space"},{"t":"Str","c":"approach"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"retaining"},{"t":"Space"},{"t":"Str","c":"only"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"largest"},{"t":"Space"},{"t":"Str","c":"nodes"},{"t":"Space"},{"t":"Str","c":"in"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"network"},{"t":"Space"},{"t":"Str","c":"can"},{"t":"Space"},{"t":"Str","c":"be"},{"t":"Space"},{"t":"Str","c":"an"},{"t":"Space"},{"t":"Str","c":"obstacle"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"scaling"},{"t":"Space"},{"t":"Str","c":"up"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"very"},{"t":"Space"},{"t":"Str","c":"large"},{"t":"Space"},{"t":"Str","c":"corpora"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"several"},{"t":"Space"},{"t":"Str","c":"million"},{"t":"Space"},{"t":"Str","c":"documents."},{"t":"Space"},{"t":"Str","c":"Indeed,"},{"t":"Space"},{"t":"Str","c":"if"},{"t":"Space"},{"t":"Str","c":"we"},{"t":"Space"},{"t":"Str","c":"wish"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"concentrate"},{"t":"Space"},{"t":"Str","c":"on"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"few"},{"t":"Space"},{"t":"Str","c":"hundred"},{"t":"Space"},{"t":"Str","c":"nodes,"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"threshold"},{"t":"Space"},{"t":"Str","c":"will"},{"t":"Space"},{"t":"Str","c":"be"},{"t":"Space"},{"t":"Str","c":"very"},{"t":"Space"},{"t":"Str","c":"high"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"resulting"},{"t":"Space"},{"t":"Str","c":"network"},{"t":"Space"},{"t":"Str","c":"risks"},{"t":"Space"},{"t":"Str","c":"being"},{"t":"Space"},{"t":"Str","c":"just"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"constellation"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"single"},{"t":"Space"},{"t":"Str","c":"nodes"},{"t":"Space"},{"t":"Str","c":"with"},{"t":"Space"},{"t":"Str","c":"no"},{"t":"Space"},{"t":"Str","c":"links"},{"t":"Space"},{"t":"Str","c":"between"},{"t":"Space"},{"t":"Str","c":"them,"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"other"},{"t":"Space"},{"t":"Str","c":"nodes"},{"t":"Space"},{"t":"Str","c":"with"},{"t":"Space"},{"t":"Str","c":"which"},{"t":"Space"},{"t":"Str","c":"they"},{"t":"Space"},{"t":"Str","c":"are"},{"t":"Space"},{"t":"Str","c":"linked"},{"t":"Space"},{"t":"Str","c":"being"},{"t":"Space"},{"t":"Str","c":"in"},{"t":"Space"},{"t":"Str","c":"fact"},{"t":"Space"},{"t":"Str","c":"made"},{"t":"Space"},{"t":"Str","c":"insignificant"},{"t":"Space"},{"t":"Str","c":"by"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"threshold"},{"t":"Space"},{"t":"Str","c":"set"},{"t":"Space"},{"t":"Str","c":"in"},{"t":"Space"},{"t":"Str","c":"terms"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"number"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"publications"},{"t":"Space"},{"t":"Str","c":"(or"},{"t":"Space"},{"t":"Str","c":"citations)"},{"t":"Space"},{"t":"Str","c":"per"},{"t":"Space"},{"t":"Str","c":"node."},{"t":"Space"},{"t":"Str","c":"In"},{"t":"Space"},{"t":"Str","c":"addition,"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"processing"},{"t":"Space"},{"t":"Str","c":"time"},{"t":"Space"},{"t":"Str","c":"for"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"very"},{"t":"Space"},{"t":"Str","c":"large"},{"t":"Space"},{"t":"Str","c":"corpus"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"publications"},{"t":"Space"},{"t":"Str","c":"can"},{"t":"Space"},{"t":"Str","c":"be"},{"t":"Space"},{"t":"Str","c":"very"},{"t":"Space"},{"t":"Str","c":"long,"},{"t":"Space"},{"t":"Str","c":"making"},{"t":"Space"},{"t":"Str","c":"such"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"tool"},{"t":"Space"},{"t":"Str","c":"unusable"},{"t":"Space"},{"t":"Str","c":"in"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"web"},{"t":"Space"},{"t":"Str","c":"application"},{"t":"Space"},{"t":"Str","c":"where"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"user"},{"t":"Space"},{"t":"Str","c":"expects"},{"t":"Space"},{"t":"Str","c":"rapid"},{"t":"Space"},{"t":"Str","c":"interaction"},{"t":"Space"},{"t":"Str","c":"with"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"application."}]},{"t":"Header","c":[1,["network-analysis-at-scale",[],[]],[{"t":"Str","c":"2."},{"t":"Space"},{"t":"Str","c":"Network"},{"t":"Space"},{"t":"Str","c":"analysis"},{"t":"Space"},{"t":"Str","c":"at"},{"t":"Space"},{"t":"Str","c":"scale"}]]},{"t":"Para","c":[{"t":"Str","c":"We"},{"t":"Space"},{"t":"Str","c":"propose"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"method"},{"t":"Space"},{"t":"Str","c":"for"},{"t":"Space"},{"t":"Str","c":"overcoming"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"limitations"},{"t":"Space"},{"t":"Str","c":"set"},{"t":"Space"},{"t":"Str","c":"out"},{"t":"Space"},{"t":"Str","c":"above."},{"t":"Space"},{"t":"Str","c":"We"},{"t":"Space"},{"t":"Str","c":"also"},{"t":"Space"},{"t":"Str","c":"use"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"filtering"},{"t":"Space"},{"t":"Str","c":"technique"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"reduce"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"size"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"network,"},{"t":"Space"},{"t":"Str","c":"but"},{"t":"Space"},{"t":"Str","c":"with"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"dual"},{"t":"Space"},{"t":"Str","c":"approach:"},{"t":"Space"},{"t":"Str","c":"instead"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"filtering"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"nodes,"},{"t":"Space"},{"t":"Str","c":"we"},{"t":"Space"},{"t":"Str","c":"filter"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"links."}]},{"t":"Header","c":[2,["focusing-on-strongest-interactions",[],[]],[{"t":"Str","c":"2.1"},{"t":"Space"},{"t":"Str","c":"Focusing"},{"t":"Space"},{"t":"Str","c":"on"},{"t":"Space"},{"t":"Str","c":"strongest"},{"t":"Space"},{"t":"Str","c":"interactions"}]]},{"t":"Para","c":[{"t":"Str","c":"One"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"added"},{"t":"Space"},{"t":"Str","c":"values"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"mapping"},{"t":"Space"},{"t":"Str","c":"with"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"network"},{"t":"Space"},{"t":"Str","c":"view"},{"t":"Space"},{"t":"Str","c":"is"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"show"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"interactions"},{"t":"Space"},{"t":"Str","c":"between"},{"t":"Space"},{"t":"Str","c":"entities,"},{"t":"Space"},{"t":"Str","c":"i.e. the"},{"t":"Space"},{"t":"Str","c":"links"},{"t":"Space"},{"t":"Str","c":"between"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"nodes"},{"t":"Space"},{"t":"Str","c":"in"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"graph."},{"t":"Space"},{"t":"Str","c":"These"},{"t":"Space"},{"t":"Str","c":"links"},{"t":"Space"},{"t":"Str","c":"provide"},{"t":"Space"},{"t":"Str","c":"crucial"},{"t":"Space"},{"t":"Str","c":"information"},{"t":"Space"},{"t":"Str","c":"that"},{"t":"Space"},{"t":"Str","c":"can"},{"t":"Space"},{"t":"Str","c":"be"},{"t":"Space"},{"t":"Str","c":"used"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"structure"},{"t":"Space"},{"t":"Str","c":"communities."},{"t":"Space"},{"t":"Str","c":"If"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"size"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"network"},{"t":"Space"},{"t":"Str","c":"needs"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"be"},{"t":"Space"},{"t":"Str","c":"reduced"},{"t":"Space"},{"t":"Str","c":"(for"},{"t":"Space"},{"t":"Str","c":"reasons"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"computation,"},{"t":"Space"},{"t":"Str","c":"speed,"},{"t":"Space"},{"t":"Str","c":"legibility"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"interpretability),"},{"t":"Space"},{"t":"Str","c":"it"},{"t":"Space"},{"t":"Str","c":"is"},{"t":"Space"},{"t":"Str","c":"vital"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"preserve"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"links"},{"t":"Space"},{"t":"Str","c":"that"},{"t":"Space"},{"t":"Str","c":"carry"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"most"},{"t":"Space"},{"t":"Str","c":"information,"},{"t":"Space"},{"t":"Str","c":"i.e. the"},{"t":"Space"},{"t":"Str","c":"strongest"},{"t":"Space"},{"t":"Str","c":"interactions."},{"t":"Space"},{"t":"Str","c":"With"},{"t":"Space"},{"t":"Str","c":"this"},{"t":"Space"},{"t":"Str","c":"reasoning,"},{"t":"Space"},{"t":"Str","c":"it"},{"t":"Space"},{"t":"Str","c":"seems"},{"t":"Space"},{"t":"Str","c":"logical"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"reduce"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"size"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"network"},{"t":"Space"},{"t":"Str","c":"by"},{"t":"Space"},{"t":"Str","c":"only"},{"t":"Space"},{"t":"Str","c":"affecting"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"strongest"},{"t":"Space"},{"t":"Str","c":"links."}]},{"t":"Para","c":[{"t":"Str","c":"Thus,"},{"t":"Space"},{"t":"Str","c":"from"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"given"},{"t":"Space"},{"t":"Str","c":"corpus,"},{"t":"Space"},{"t":"Str","c":"however"},{"t":"Space"},{"t":"Str","c":"large,"},{"t":"Space"},{"t":"Str","c":"we"},{"t":"Space"},{"t":"Str","c":"seek"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"extract"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"pairs"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"entities"},{"t":"Space"},{"t":"Str","c":"with"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"strongest"},{"t":"Space"},{"t":"Str","c":"interactions,"},{"t":"Space"},{"t":"Str","c":"for"},{"t":"Space"},{"t":"Str","c":"example"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"most"},{"t":"Space"},{"t":"Str","c":"co-signatures"},{"t":"Space"},{"t":"Str","c":"per"},{"t":"Space"},{"t":"Str","c":"pair"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"authors."},{"t":"Space"},{"t":"Str","c":"From"},{"t":"Space"},{"t":"Str","c":"this"},{"t":"Space"},{"t":"Str","c":"list"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"pairs,"},{"t":"Space"},{"t":"Str","c":"we"},{"t":"Space"},{"t":"Str","c":"can"},{"t":"Space"},{"t":"Str","c":"naturally"},{"t":"Space"},{"t":"Str","c":"find"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"nodes"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"graph"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"deduce"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"new"},{"t":"Space"},{"t":"Str","c":"graph."},{"t":"Space"},{"t":"Str","c":"If"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"graph"},{"t":"Space"},{"t":"Str","c":"has"},{"t":"Space"},{"t":"Str","c":"several"},{"t":"Space"},{"t":"Str","c":"independent"},{"t":"Space"},{"t":"Str","c":"components,"},{"t":"Space"},{"t":"Str","c":"i.e. several"},{"t":"Space"},{"t":"Str","c":"unconnected"},{"t":"Space"},{"t":"Str","c":"sub-graphs,"},{"t":"Space"},{"t":"Str","c":"we"},{"t":"Space"},{"t":"Str","c":"can"},{"t":"Space"},{"t":"Str","c":"decide"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"keep"},{"t":"Space"},{"t":"Str","c":"only"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"main"},{"t":"Space"},{"t":"Str","c":"component(s)."}]},{"t":"Header","c":[2,["elasticsearch-implementation",[],[]],[{"t":"Str","c":"2.2"},{"t":"Space"},{"t":"Str","c":"Elasticsearch"},{"t":"Space"},{"t":"Str","c":"implementation"}]]},{"t":"Para","c":[{"t":"Str","c":"To"},{"t":"Space"},{"t":"Str","c":"identify"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"strongest"},{"t":"Space"},{"t":"Str","c":"links,"},{"t":"Space"},{"t":"Str","c":"it"},{"t":"Space"},{"t":"Str","c":"would"},{"t":"Space"},{"t":"Str","c":"be"},{"t":"Space"},{"t":"Str","c":"too"},{"t":"Space"},{"t":"Str","c":"costly"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"go"},{"t":"Space"},{"t":"Str","c":"through"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"entire"},{"t":"Space"},{"t":"Str","c":"corpus."},{"t":"Space"},{"t":"Str","c":"We"},{"t":"Space"},{"t":"Str","c":"have"},{"t":"Space"},{"t":"Str","c":"pre-calculated"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"links"},{"t":"Space"},{"t":"Str","c":"at"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"level"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"each"},{"t":"Space"},{"t":"Str","c":"publication."},{"t":"Space"},{"t":"Str","c":"So,"},{"t":"Space"},{"t":"Str","c":"if"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"publication"},{"t":"Space"},{"t":"Str","c":"is"},{"t":"Space"},{"t":"Str","c":"linked"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"3"},{"t":"Space"},{"t":"Str","c":"themes,"},{"t":"Space"},{"t":"Str","c":"T1,"},{"t":"Space"},{"t":"Str","c":"T2"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"T3,"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"pre-calculated"},{"t":"Space"},{"t":"Str","c":"field,"},{"t":"Space"},{"t":"Str","c":"at"},{"t":"Space"},{"t":"Str","c":"publication"},{"t":"Space"},{"t":"Str","c":"level,"},{"t":"Space"},{"t":"Str","c":"contains"},{"t":"Space"},{"t":"Str","c":"all"},{"t":"Space"},{"t":"Str","c":"T1-T2,"},{"t":"Space"},{"t":"Str","c":"T1-T3"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"T2-T3"},{"t":"Space"},{"t":"Str","c":"pairs."},{"t":"Space"},{"t":"Str","c":"This"},{"t":"Space"},{"t":"Str","c":"co_topics"},{"t":"Space"},{"t":"Str","c":"field"},{"t":"Space"},{"t":"Str","c":"represents"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"co-appearance"},{"t":"Space"},{"t":"Str","c":"links"},{"t":"Space"},{"t":"Str","c":"within"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"publication."},{"t":"Space"},{"t":"Str","c":"We"},{"t":"Space"},{"t":"Str","c":"then"},{"t":"Space"},{"t":"Str","c":"use"},{"t":"Space"},{"t":"Str","c":"elasticsearch’s"},{"t":"Space"},{"t":"Str","c":"aggregation"},{"t":"Space"},{"t":"Str","c":"functionality"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"list"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"most"},{"t":"Space"},{"t":"Str","c":"present"},{"t":"Space"},{"t":"Str","c":"links,"},{"t":"Space"},{"t":"Str","c":"very"},{"t":"Space"},{"t":"Str","c":"efficiently."}]},{"t":"Para","c":[{"t":"Str","c":"In"},{"t":"Space"},{"t":"Str","c":"practice,"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"PID"},{"t":"Space"},{"t":"Str","c":"is"},{"t":"Space"},{"t":"Str","c":"also"},{"t":"Space"},{"t":"Str","c":"stored"},{"t":"Space"},{"t":"Str","c":"(the"},{"t":"Space"},{"t":"Str","c":"wikidata"},{"t":"Space"},{"t":"Str","c":"for"},{"t":"Space"},{"t":"Str","c":"topics,"},{"t":"Space"},{"t":"Str","c":"for"},{"t":"Space"},{"t":"Str","c":"example)"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"disambiguate"},{"t":"Space"},{"t":"Str","c":"entities."},{"t":"Space"},{"t":"Str","c":"In"},{"t":"Space"},{"t":"Str","c":"practice,"},{"t":"Space"},{"t":"Str","c":"for"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"given"},{"t":"Space"},{"t":"Str","c":"query,"},{"t":"Space"},{"t":"Str","c":"elasticsearch"},{"t":"Space"},{"t":"Str","c":"returns"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"response"},{"t":"Space"},{"t":"Str","c":"containing"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"strongest"},{"t":"Space"},{"t":"Str","c":"links,"},{"t":"Space"},{"t":"Str","c":"for"},{"t":"Space"},{"t":"Str","c":"example:"}]},{"t":"CodeBlock","c":[["",["json"],[]]," {\n \"key\": \"Q15305550###carbon sequestration---Q7942###climate change\",\n \"doc_count\": 17,\n },\n {\n \"key\": \"Q15305550###carbon sequestration---Q623###carbon\",\n \"doc_count\": 14,\n },\n {\n \"key\": \"Q15305550###Carbon sequestration---Q7942###Climate change\",\n \"doc_count\": 13,\n },\n {\n \"key\": \"Q15305550###Carbon sequestration---Q898653###Climate change mitigation\",\n \"doc_count\": 10,\n },\n {\n \"key\": \"Q397350###agroforestry---Q8486###coffee\",\n \"doc_count\": 10,\n },\n {\n \"key\": \"Q15305550###Carbon sequestration---Q1997###CO2\",\n \"doc_count\": 9,\n },\n {\n \"key\": \"Q623###carbon---Q627###nitrogen\",\n \"doc_count\": 9,\n },\n {\n \"key\": \"Q15305550###Carbon sequestration---Q623###carbon\",\n \"doc_count\": 7,\n },"]},{"t":"Header","c":[2,["vosviewer-implementation",[],[]],[{"t":"Str","c":"2.3"},{"t":"Space"},{"t":"Str","c":"VOSviewer"},{"t":"Space"},{"t":"Str","c":"implementation"}]]},{"t":"Para","c":[{"t":"Str","c":"We"},{"t":"Space"},{"t":"Str","c":"use"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"open"},{"t":"Space"},{"t":"Str","c":"source"},{"t":"Space"},{"t":"Str","c":"VOSviewer"},{"t":"Space"},{"t":"Str","c":"online"},{"t":"Space"},{"t":"Str","c":"tool"},{"t":"Space"},{"t":"Str","c":"for"},{"t":"Space"},{"t":"Str","c":"network"},{"t":"Space"},{"t":"Str","c":"visualization"},{"t":"Space"},{"t":"Link","c":[["",[],[]],[{"t":"Str","c":"https://github.com/neesjanvaneck/VOSviewer-Online"}],["https://github.com/neesjanvaneck/VOSviewer-Online",""]]},{"t":"Str","c":"."},{"t":"Space"},{"t":"Str","c":"It"},{"t":"Space"},{"t":"Str","c":"is"},{"t":"Space"},{"t":"Str","c":"based"},{"t":"Space"},{"t":"Str","c":"on"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"VOSviewer"},{"t":"Space"},{"t":"Str","c":"tool"},{"t":"Space"},{"t":"Str","c":"which"},{"t":"Space"},{"t":"Str","c":"is"},{"t":"Space"},{"t":"Str","c":"very"},{"t":"Space"},{"t":"Str","c":"popular"},{"t":"Space"},{"t":"Str","c":"for"},{"t":"Space"},{"t":"Str","c":"network"},{"t":"Space"},{"t":"Str","c":"analysis"},{"t":"Space"},{"t":"Str","c":"in"},{"t":"Space"},{"t":"Str","c":"bibliometric"},{"t":"Space"},{"t":"Str","c":"studies"},{"t":"Space"},{"t":"Cite","c":[[{"citationSuffix":[],"citationNoteNum":0,"citationMode":{"t":"NormalCitation"},"citationPrefix":[],"citationId":"DBLP:journals/corr/abs-1006-1032","citationHash":0}],[{"t":"Str","c":"[@DBLP:journals/corr/abs-1006-1032]"}]]},{"t":"Str","c":"."}]},{"t":"Para","c":[{"t":"Str","c":"In"},{"t":"Space"},{"t":"Str","c":"graph"},{"t":"Space"},{"t":"Str","c":"theory,"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"community"},{"t":"Space"},{"t":"Str","c":"corresponds"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"set"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"nodes"},{"t":"Space"},{"t":"Str","c":"in"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"graph"},{"t":"Space"},{"t":"Str","c":"that"},{"t":"Space"},{"t":"Str","c":"are"},{"t":"Space"},{"t":"Str","c":"strongly"},{"t":"Space"},{"t":"Str","c":"interconnected"},{"t":"Space"},{"t":"Str","c":"with"},{"t":"Space"},{"t":"Str","c":"each"},{"t":"Space"},{"t":"Str","c":"other,"},{"t":"Space"},{"t":"Str","c":"while"},{"t":"Space"},{"t":"Str","c":"being"},{"t":"Space"},{"t":"Str","c":"less"},{"t":"Space"},{"t":"Str","c":"connected"},{"t":"Space"},{"t":"Str","c":"with"},{"t":"Space"},{"t":"Str","c":"nodes"},{"t":"Space"},{"t":"Str","c":"outside"},{"t":"Space"},{"t":"Str","c":"this"},{"t":"Space"},{"t":"Str","c":"community."},{"t":"Space"},{"t":"Str","c":"Communities"},{"t":"Space"},{"t":"Str","c":"can"},{"t":"Space"},{"t":"Str","c":"be"},{"t":"Space"},{"t":"Str","c":"identified"},{"t":"Space"},{"t":"Str","c":"in"},{"t":"Space"},{"t":"Str","c":"order"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"understand"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"underlying"},{"t":"Space"},{"t":"Str","c":"structure"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"patterns"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"graph,"},{"t":"Space"},{"t":"Str","c":"as"},{"t":"Space"},{"t":"Str","c":"well"},{"t":"Space"},{"t":"Str","c":"as"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"analyze"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"relationships"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"interactions"},{"t":"Space"},{"t":"Str","c":"between"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"entities"},{"t":"Space"},{"t":"Str","c":"that"},{"t":"Space"},{"t":"Str","c":"make"},{"t":"Space"},{"t":"Str","c":"it"},{"t":"Space"},{"t":"Str","c":"up."},{"t":"SoftBreak"},{"t":"Str","c":"To"},{"t":"Space"},{"t":"Str","c":"identify"},{"t":"Space"},{"t":"Str","c":"communities,"},{"t":"Space"},{"t":"Str","c":"we"},{"t":"Space"},{"t":"Str","c":"use"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"Louvain"},{"t":"Space"},{"t":"Str","c":"method."},{"t":"Space"},{"t":"Str","c":"This"},{"t":"Space"},{"t":"Str","c":"algorithm"},{"t":"Space"},{"t":"Str","c":"works"},{"t":"Space"},{"t":"Str","c":"by"},{"t":"Space"},{"t":"Str","c":"optimizing"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"modularity"},{"t":"Space"},{"t":"Str","c":"measure"},{"t":"Space"},{"t":"Str","c":"that"},{"t":"Space"},{"t":"Str","c":"evaluates"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"strength"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"communities"},{"t":"Space"},{"t":"Str","c":"in"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"graph."},{"t":"Space"},{"t":"Str","c":"More"},{"t":"Space"},{"t":"Str","c":"precisely,"},{"t":"Space"},{"t":"Str","c":"Louvain"},{"t":"Space"},{"t":"Str","c":"seeks"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"maximize"},{"t":"Space"},{"t":"Str","c":"modularity"},{"t":"Space"},{"t":"Str","c":"by"},{"t":"Space"},{"t":"Str","c":"progressively"},{"t":"Space"},{"t":"Str","c":"moving"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"nodes"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"graph"},{"t":"Space"},{"t":"Str","c":"into"},{"t":"Space"},{"t":"Str","c":"different"},{"t":"Space"},{"t":"Str","c":"communities,"},{"t":"Space"},{"t":"Str","c":"in"},{"t":"Space"},{"t":"Str","c":"an"},{"t":"Space"},{"t":"Str","c":"iterative"},{"t":"Space"},{"t":"Str","c":"fashion."},{"t":"SoftBreak"},{"t":"Str","c":"At"},{"t":"Space"},{"t":"Str","c":"each"},{"t":"Space"},{"t":"Str","c":"stage,"},{"t":"Space"},{"t":"Str","c":"he"},{"t":"Space"},{"t":"Str","c":"merges"},{"t":"Space"},{"t":"Str","c":"neighboring"},{"t":"Space"},{"t":"Str","c":"communities"},{"t":"Space"},{"t":"Str","c":"if"},{"t":"Space"},{"t":"Str","c":"this"},{"t":"Space"},{"t":"Str","c":"leads"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"an"},{"t":"Space"},{"t":"Str","c":"improvement"},{"t":"Space"},{"t":"Str","c":"in"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"overall"},{"t":"Space"},{"t":"Str","c":"modularity"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"graph."},{"t":"Space"},{"t":"Str","c":"This"},{"t":"Space"},{"t":"Str","c":"iterative"},{"t":"Space"},{"t":"Str","c":"process"},{"t":"Space"},{"t":"Str","c":"continues"},{"t":"Space"},{"t":"Str","c":"until"},{"t":"Space"},{"t":"Str","c":"no"},{"t":"Space"},{"t":"Str","c":"further"},{"t":"Space"},{"t":"Str","c":"moves"},{"t":"Space"},{"t":"Str","c":"can"},{"t":"Space"},{"t":"Str","c":"increase"},{"t":"Space"},{"t":"Str","c":"modularity."},{"t":"SoftBreak"},{"t":"Str","c":"Clusters"},{"t":"Space"},{"t":"Str","c":"are"},{"t":"Space"},{"t":"Str","c":"computed"},{"t":"Space"},{"t":"Str","c":"with"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"Louvain"},{"t":"Space"},{"t":"Str","c":"algorithm,"},{"t":"Space"},{"t":"Str","c":"from"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"open"},{"t":"Space"},{"t":"Str","c":"source"},{"t":"Space"},{"t":"Str","c":"javascript"},{"t":"Space"},{"t":"Str","c":"library"},{"t":"Space"},{"t":"Str","c":"graphology-communities-louvain."}]},{"t":"Header","c":[1,["making-insightful-maps",[],[]],[{"t":"Str","c":"3."},{"t":"Space"},{"t":"Str","c":"Making"},{"t":"Space"},{"t":"Str","c":"insightful"},{"t":"Space"},{"t":"Str","c":"maps"}]]},{"t":"Para","c":[{"t":"Str","c":"This"},{"t":"Space"},{"t":"Str","c":"scanR"},{"t":"Space"},{"t":"Str","c":"feature"},{"t":"Space"},{"t":"Str","c":"is"},{"t":"Space"},{"t":"Str","c":"designed"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"help"},{"t":"Space"},{"t":"Str","c":"users"},{"t":"Space"},{"t":"Str","c":"gain"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"better"},{"t":"Space"},{"t":"Str","c":"understanding"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"underlying"},{"t":"Space"},{"t":"Str","c":"structures"},{"t":"Space"},{"t":"Str","c":"via"},{"t":"Space"},{"t":"Str","c":"thematic"},{"t":"Space"},{"t":"Str","c":"or"},{"t":"Space"},{"t":"Str","c":"co-publication"},{"t":"Space"},{"t":"Str","c":"maps."},{"t":"Space"},{"t":"Str","c":"To"},{"t":"Space"},{"t":"Str","c":"help"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"user,"},{"t":"Space"},{"t":"Str","c":"it’s"},{"t":"Space"},{"t":"Str","c":"important"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"be"},{"t":"Space"},{"t":"Str","c":"able"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"characterize"},{"t":"Space"},{"t":"Str","c":"each"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"communities"},{"t":"Space"},{"t":"Str","c":"automatically"},{"t":"Space"},{"t":"Str","c":"identified."},{"t":"Space"},{"t":"Str","c":"It"},{"t":"Space"},{"t":"Str","c":"is"},{"t":"Space"},{"t":"Str","c":"therefore"},{"t":"Space"},{"t":"Str","c":"important"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"label"},{"t":"Space"},{"t":"Str","c":"each"},{"t":"Space"},{"t":"Str","c":"community"},{"t":"Space"},{"t":"Str","c":"before"},{"t":"Space"},{"t":"Str","c":"describing"},{"t":"Space"},{"t":"Str","c":"them."}]},{"t":"Header","c":[2,["llm-trick",[],[]],[{"t":"Str","c":"3.1"},{"t":"Space"},{"t":"Str","c":"LLM"},{"t":"Space"},{"t":"Str","c":"trick"}]]},{"t":"Para","c":[{"t":"Str","c":"To"},{"t":"Space"},{"t":"Str","c":"name"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"communities"},{"t":"Space"},{"t":"Str","c":"we"},{"t":"Space"},{"t":"Str","c":"use"},{"t":"Space"},{"t":"Str","c":"generative"},{"t":"Space"},{"t":"Str","c":"AI"},{"t":"Space"},{"t":"Str","c":"from"},{"t":"Space"},{"t":"Str","c":"Mistral"},{"t":"Space"},{"t":"Str","c":"AI"},{"t":"Space"},{"t":"Str","c":"("},{"t":"Quoted","c":[{"t":"SingleQuote"},[{"t":"Str","c":"open-mistral-nemo"}]]},{"t":"Space"},{"t":"Str","c":"model)."},{"t":"SoftBreak"},{"t":"Str","c":"The"},{"t":"Space"},{"t":"Str","c":"names"},{"t":"Space"},{"t":"Str","c":"are"},{"t":"Space"},{"t":"Str","c":"obtained"},{"t":"Space"},{"t":"Str","c":"from"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"main"},{"t":"Space"},{"t":"Str","c":"themes"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"publications"},{"t":"Space"},{"t":"Str","c":"collected"},{"t":"Space"},{"t":"Str","c":"for"},{"t":"Space"},{"t":"Str","c":"each"},{"t":"Space"},{"t":"Str","c":"community."},{"t":"SoftBreak"},{"t":"Str","c":"For"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"time"},{"t":"Space"},{"t":"Str","c":"being,"},{"t":"Space"},{"t":"Str","c":"we"},{"t":"Space"},{"t":"Str","c":"limit"},{"t":"Space"},{"t":"Str","c":"ourselves"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"2000"},{"t":"Space"},{"t":"Str","c":"most"},{"t":"Space"},{"t":"Str","c":"relevant"},{"t":"Space"},{"t":"Str","c":"publications"},{"t":"Space"},{"t":"Str","c":"(in"},{"t":"Space"},{"t":"Str","c":"relation"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"user’s"},{"t":"Space"},{"t":"Str","c":"search)"},{"t":"Space"},{"t":"Str","c":"for"},{"t":"Space"},{"t":"Str","c":"each"},{"t":"Space"},{"t":"Str","c":"community."},{"t":"Space"},{"t":"Str","c":"The"},{"t":"Space"},{"t":"Str","c":"following"},{"t":"Space"},{"t":"Str","c":"prompt"},{"t":"Space"},{"t":"Str","c":"is"},{"t":"Space"},{"t":"Str","c":"used:"}]},{"t":"BlockQuote","c":[{"t":"Para","c":[{"t":"Str","c":"You"},{"t":"Space"},{"t":"Str","c":"have"},{"t":"Space"},{"t":"Str","c":"been"},{"t":"Space"},{"t":"Str","c":"tasked"},{"t":"Space"},{"t":"Str","c":"with"},{"t":"Space"},{"t":"Str","c":"naming"},{"t":"Space"},{"t":"Str","c":"distinct"},{"t":"Space"},{"t":"Str","c":"fields"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"study"},{"t":"Space"},{"t":"Str","c":"for"},{"t":"Space"},{"t":"Str","c":"several"},{"t":"Space"},{"t":"Str","c":"communities"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"research"},{"t":"Space"},{"t":"Str","c":"publications."},{"t":"SoftBreak"},{"t":"Str","c":"Below"},{"t":"Space"},{"t":"Str","c":"are"},{"t":"Space"},{"t":"Str","c":"lists"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"topics"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"their"},{"t":"Space"},{"t":"Str","c":"weights"},{"t":"Space"},{"t":"Str","c":"representing"},{"t":"Space"},{"t":"Str","c":"each"},{"t":"Space"},{"t":"Str","c":"community."},{"t":"SoftBreak"},{"t":"Str","c":"Your"},{"t":"Space"},{"t":"Str","c":"goal"},{"t":"Space"},{"t":"Str","c":"is"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"provide"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"unique"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"descriptive"},{"t":"Space"},{"t":"Str","c":"name"},{"t":"Space"},{"t":"Str","c":"for"},{"t":"Space"},{"t":"Str","c":"each"},{"t":"Space"},{"t":"Str","c":"field"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"study"},{"t":"Space"},{"t":"Str","c":"that"},{"t":"Space"},{"t":"Str","c":"best"},{"t":"Space"},{"t":"Str","c":"encapsulates"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"essence"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"topics"},{"t":"Space"},{"t":"Str","c":"within"},{"t":"Space"},{"t":"Str","c":"that"},{"t":"Space"},{"t":"Str","c":"community."},{"t":"SoftBreak"},{"t":"Str","c":"Each"},{"t":"Space"},{"t":"Str","c":"should"},{"t":"Space"},{"t":"Str","c":"be"},{"t":"Space"},{"t":"Str","c":"unique"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"as"},{"t":"Space"},{"t":"Str","c":"short"},{"t":"Space"},{"t":"Str","c":"as"},{"t":"Space"},{"t":"Str","c":"possible."},{"t":"SoftBreak"},{"t":"Str","c":"If"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"list"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"topic"},{"t":"Space"},{"t":"Str","c":"is"},{"t":"Space"},{"t":"Str","c":"empty,"},{"t":"Space"},{"t":"Str","c":"output"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"empty"},{"t":"Space"},{"t":"Str","c":"string."},{"t":"SoftBreak"},{"t":"Str","c":"Output"},{"t":"Space"},{"t":"Str","c":"as"},{"t":"Space"},{"t":"Str","c":"JSON"},{"t":"Space"},{"t":"Str","c":"object"},{"t":"Space"},{"t":"Str","c":"with"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"list"},{"t":"Space"},{"t":"Str","c":"number"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"single"},{"t":"Space"},{"t":"Str","c":"unique"},{"t":"Space"},{"t":"Str","c":"generated"},{"t":"Space"},{"t":"Str","c":"name."},{"t":"Space"},{"t":"Str","c":"```"}]}]},{"t":"Header","c":[2,["citation-hot-topics",[],[]],[{"t":"Str","c":"3.1"},{"t":"Space"},{"t":"Str","c":"Citation"},{"t":"Space"},{"t":"Str","c":"/"},{"t":"Space"},{"t":"Str","c":"hot"},{"t":"Space"},{"t":"Str","c":"topics"}]]},{"t":"Para","c":[{"t":"Str","c":"A"},{"t":"Space"},{"t":"Str","c":"citation"},{"t":"Space"},{"t":"Str","c":"score"},{"t":"Space"},{"t":"Str","c":"is"},{"t":"Space"},{"t":"Str","c":"estimated"},{"t":"Space"},{"t":"Str","c":"for"},{"t":"Space"},{"t":"Str","c":"each"},{"t":"Space"},{"t":"Str","c":"cluster."},{"t":"Space"},{"t":"Str","c":"This"},{"t":"Space"},{"t":"Str","c":"score"},{"t":"Space"},{"t":"Str","c":"relates"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"number"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"recent"},{"t":"Space"},{"t":"Str","c":"citations"},{"t":"Space"},{"t":"Str","c":"(over"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"last"},{"t":"Space"},{"t":"Str","c":"two"},{"t":"Space"},{"t":"Str","c":"years)"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"number"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"total"},{"t":"Space"},{"t":"Str","c":"publications"},{"t":"Space"},{"t":"Str","c":"in"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"cluster."},{"t":"Space"},{"t":"Str","c":"This"},{"t":"Space"},{"t":"Str","c":"score"},{"t":"Space"},{"t":"Str","c":"is"},{"t":"Space"},{"t":"Str","c":"intended"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"help"},{"t":"Space"},{"t":"Str","c":"detect"},{"t":"Space"},{"t":"Str","c":"hotspots"},{"t":"Space"},{"t":"Str","c":"in"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"communities"},{"t":"Space"},{"t":"Str","c":"identified"},{"t":"Space"},{"t":"Str","c":"in"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"corpus."},{"t":"SoftBreak"},{"t":"Str","c":"We"},{"t":"Space"},{"t":"Str","c":"use"},{"t":"Space"},{"t":"Str","c":"citations"},{"t":"Space"},{"t":"Str","c":"data"},{"t":"Space"},{"t":"Str","c":"from"},{"t":"Space"},{"t":"Str","c":"OpenAlex,"},{"t":"Space"},{"t":"Str","c":"which"},{"t":"Space"},{"t":"Str","c":"is"},{"t":"Space"},{"t":"Str","c":"as"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"today"},{"t":"Space"},{"t":"Str","c":"one"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"best"},{"t":"Space"},{"t":"Str","c":"open"},{"t":"Space"},{"t":"Str","c":"source"},{"t":"Space"},{"t":"Str","c":"datasource."},{"t":"Space"},{"t":"Str","c":"However,"},{"t":"Space"},{"t":"Str","c":"citations"},{"t":"Space"},{"t":"Str","c":"metadata"},{"t":"Space"},{"t":"Str","c":"from"},{"t":"Space"},{"t":"Str","c":"OpenAlex"},{"t":"Space"},{"t":"Str","c":"remains"},{"t":"Space"},{"t":"Str","c":"incomplete"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"must"},{"t":"Space"},{"t":"Str","c":"therefore"},{"t":"Space"},{"t":"Str","c":"be"},{"t":"Space"},{"t":"Str","c":"interpreted"},{"t":"Space"},{"t":"Str","c":"with"},{"t":"Space"},{"t":"Str","c":"caution"},{"t":"Space"},{"t":"Cite","c":[[{"citationSuffix":[],"citationNoteNum":0,"citationMode":{"t":"NormalCitation"},"citationPrefix":[],"citationId":"alperin2024analysissuitabilityopenalexbibliometric","citationHash":0}],[{"t":"Str","c":"[@alperin2024analysissuitabilityopenalexbibliometric]"}]]},{"t":"Str","c":"."}]},{"t":"Header","c":[2,["custom-perimeter",[],[]],[{"t":"Str","c":"3.2"},{"t":"Space"},{"t":"Str","c":"Custom"},{"t":"Space"},{"t":"Str","c":"perimeter"}]]},{"t":"Para","c":[{"t":"Str","c":"scanR"},{"t":"Space"},{"t":"Str","c":"offers"},{"t":"Space"},{"t":"Str","c":"this"},{"t":"Space"},{"t":"Str","c":"mapping"},{"t":"Space"},{"t":"Str","c":"tool"},{"t":"Space"},{"t":"Str","c":"for"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"entire"},{"t":"Space"},{"t":"Str","c":"indexed"},{"t":"Space"},{"t":"Str","c":"corpus,"},{"t":"Space"},{"t":"Str","c":"but"},{"t":"Space"},{"t":"Str","c":"it"},{"t":"Space"},{"t":"Str","c":"is"},{"t":"Space"},{"t":"Str","c":"also"},{"t":"Space"},{"t":"Str","c":"possible"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"adapt"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"tool"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"restricted"},{"t":"Space"},{"t":"Str","c":"perimeter,"},{"t":"Space"},{"t":"Str","c":"at"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"user’s"},{"t":"Space"},{"t":"Str","c":"discretion."},{"t":"Space"},{"t":"Str","c":"For"},{"t":"Space"},{"t":"Str","c":"example,"},{"t":"Space"},{"t":"Str","c":"an"},{"t":"Space"},{"t":"Str","c":"institution"},{"t":"Space"},{"t":"Str","c":"or"},{"t":"Space"},{"t":"Str","c":"laboratory"},{"t":"Space"},{"t":"Str","c":"can"},{"t":"Space"},{"t":"Str","c":"define"},{"t":"Space"},{"t":"Str","c":"its"},{"t":"Space"},{"t":"Str","c":"own"},{"t":"Space"},{"t":"Str","c":"corpus"},{"t":"Space"},{"t":"Str","c":"(based"},{"t":"Space"},{"t":"Str","c":"on"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"list"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"publications)"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"mapping"},{"t":"Space"},{"t":"Str","c":"tool"},{"t":"Space"},{"t":"Str","c":"dedicated"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"this"},{"t":"Space"},{"t":"Str","c":"perimeter"},{"t":"Space"},{"t":"Str","c":"is"},{"t":"Space"},{"t":"Str","c":"automatically"},{"t":"Space"},{"t":"Str","c":"created."},{"t":"Space"},{"t":"Str","c":"Technically,"},{"t":"Space"},{"t":"Str","c":"elasticsearch"},{"t":"Space"},{"t":"Str","c":"queries"},{"t":"Space"},{"t":"Str","c":"are"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"same,"},{"t":"Space"},{"t":"Str","c":"with"},{"t":"Space"},{"t":"Str","c":"just"},{"t":"Space"},{"t":"Str","c":"an"},{"t":"Space"},{"t":"Str","c":"additional"},{"t":"Space"},{"t":"Str","c":"filter"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"query"},{"t":"Space"},{"t":"Str","c":"only"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"publications"},{"t":"Space"},{"t":"Str","c":"within"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"perimeter."},{"t":"Space"},{"t":"Str","c":"The"},{"t":"Space"},{"t":"Str","c":"tool"},{"t":"Space"},{"t":"Str","c":"can"},{"t":"Space"},{"t":"Str","c":"be"},{"t":"Space"},{"t":"Str","c":"embedded"},{"t":"Space"},{"t":"Str","c":"in"},{"t":"Space"},{"t":"Str","c":"any"},{"t":"Space"},{"t":"Str","c":"website"},{"t":"Space"},{"t":"Str","c":"using"},{"t":"Space"},{"t":"Str","c":"an"},{"t":"Space"},{"t":"Str","c":"iframe."},{"t":"Space"},{"t":"Str","c":"It’s"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"same"},{"t":"Space"},{"t":"Str","c":"principle"},{"t":"Space"},{"t":"Str","c":"as"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"local"},{"t":"Space"},{"t":"Str","c":"barometer."},{"t":"Space"},{"t":"Str","c":"This"},{"t":"Space"},{"t":"Str","c":"approach"},{"t":"Space"},{"t":"Str","c":"eliminates"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"need"},{"t":"Space"},{"t":"Str","c":"for"},{"t":"Space"},{"t":"Str","c":"automatic"},{"t":"Space"},{"t":"Str","c":"alignment"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"affiliations,"},{"t":"Space"},{"t":"Str","c":"which"},{"t":"Space"},{"t":"Str","c":"remains"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"highly"},{"t":"Space"},{"t":"Str","c":"complex"},{"t":"Space"},{"t":"Str","c":"task."},{"t":"Space"},{"t":"Str","c":"Automation"},{"t":"Space"},{"t":"Str","c":"is"},{"t":"Space"},{"t":"Str","c":"possible"},{"t":"Space"},{"t":"Str","c":"to"},{"t":"Space"},{"t":"Str","c":"a"},{"t":"Space"},{"t":"Str","c":"certain"},{"t":"Space"},{"t":"Str","c":"extent"},{"t":"Space"},{"t":"Cite","c":[[{"citationSuffix":[],"citationNoteNum":0,"citationMode":{"t":"NormalCitation"},"citationPrefix":[],"citationId":"lhote_using_2021","citationHash":0}],[{"t":"Str","c":"[@lhote_using_2021]"}]]},{"t":"Str","c":","},{"t":"Space"},{"t":"Str","c":"but"},{"t":"Space"},{"t":"Str","c":"human"},{"t":"Space"},{"t":"Str","c":"curation"},{"t":"Space"},{"t":"Str","c":"remains"},{"t":"Space"},{"t":"Str","c":"necessary"},{"t":"Space"},{"t":"Str","c":"in"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"majority"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"cases"},{"t":"Space"},{"t":"Cite","c":[[{"citationSuffix":[],"citationNoteNum":0,"citationMode":{"t":"NormalCitation"},"citationPrefix":[],"citationId":"jeangirard:hal-04598201","citationHash":0}],[{"t":"Str","c":"[@jeangirard:hal-04598201]"}]]},{"t":"Str","c":"."},{"t":"Space"},{"t":"Str","c":"In"},{"t":"Space"},{"t":"Str","c":"this"},{"t":"Space"},{"t":"Str","c":"way,"},{"t":"Space"},{"t":"Str","c":"users"},{"t":"Space"},{"t":"Str","c":"retain"},{"t":"Space"},{"t":"Str","c":"control"},{"t":"Space"},{"t":"Str","c":"over"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"definition"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"their"},{"t":"Space"},{"t":"Str","c":"perimeter,"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"can,"},{"t":"Space"},{"t":"Str","c":"if"},{"t":"Space"},{"t":"Str","c":"they"},{"t":"Space"},{"t":"Str","c":"wish,"},{"t":"Space"},{"t":"Str","c":"have"},{"t":"Space"},{"t":"Str","c":"several"},{"t":"Space"},{"t":"Str","c":"distinct"},{"t":"Space"},{"t":"Str","c":"perimeters."}]},{"t":"Header","c":[1,["code-availibility",[],[]],[{"t":"Str","c":"4."},{"t":"Space"},{"t":"Str","c":"Code"},{"t":"Space"},{"t":"Str","c":"availibility"}]]},{"t":"Para","c":[{"t":"Str","c":"The"},{"t":"Space"},{"t":"Str","c":"code"},{"t":"Space"},{"t":"Str","c":"developed"},{"t":"Space"},{"t":"Str","c":"for"},{"t":"Space"},{"t":"Str","c":"the"},{"t":"Space"},{"t":"Str","c":"scanR"},{"t":"Space"},{"t":"Str","c":"web"},{"t":"Space"},{"t":"Str","c":"application"},{"t":"Space"},{"t":"Str","c":"is"},{"t":"Space"},{"t":"Str","c":"open"},{"t":"Space"},{"t":"Str","c":"source"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"available"},{"t":"Space"},{"t":"Str","c":"online"},{"t":"Space"},{"t":"Str","c":"on"},{"t":"Space"},{"t":"Str","c":"GitHub"},{"t":"Space"},{"t":"Link","c":[["",[],[]],[{"t":"Str","c":"https://github.com/dataesr/scanr-ui"}],["https://github.com/dataesr/scanr-ui",""]]}]},{"t":"Header","c":[1,["references",[],[]],[{"t":"Str","c":"References"}]]}],"pandoc-api-version":[1,21],"meta":{"bibliography":{"t":"MetaInlines","c":[{"t":"Str","c":"bso.bib"}]},"date":{"t":"MetaInlines","c":[{"t":"Str","c":"January"},{"t":"Space"},{"t":"Str","c":"2025"}]},"geometry":{"t":"MetaInlines","c":[{"t":"Str","c":"left=3cm,"},{"t":"Space"},{"t":"Str","c":"right=3cm,"},{"t":"Space"},{"t":"Str","c":"top=3cm,"},{"t":"Space"},{"t":"Str","c":"bottom=3cm"}]},"keywords":{"t":"MetaList","c":[{"t":"MetaInlines","c":[{"t":"Str","c":"scanR"}]},{"t":"MetaInlines","c":[{"t":"Str","c":"VOSviewer"}]},{"t":"MetaInlines","c":[{"t":"Str","c":"scientific"},{"t":"Space"},{"t":"Str","c":"ccommunity"}]},{"t":"MetaInlines","c":[{"t":"Str","c":"research"},{"t":"Space"},{"t":"Str","c":"portal"}]},{"t":"MetaInlines","c":[{"t":"Str","c":"Elasticsearch"}]},{"t":"MetaInlines","c":[{"t":"Str","c":"network"},{"t":"Space"},{"t":"Str","c":"analysis"}]}]},"author":{"t":"MetaList","c":[{"t":"MetaMap","c":{"name":{"t":"MetaInlines","c":[{"t":"Str","c":"Victor Barbier"}]},"id":{"t":"MetaString","c":"Victor Barbier"},"institute":{"t":"MetaList","c":[{"t":"MetaString","c":"1"}]}}},{"t":"MetaMap","c":{"orcid":{"t":"MetaInlines","c":[{"t":"Str","c":"0000-0002-3767-7125"}]},"idref":{"t":"MetaInlines","c":[{"t":"Str","c":"242241344"}]},"name":{"t":"MetaInlines","c":[{"t":"Str","c":"Eric Jeangirard"}]},"id":{"t":"MetaString","c":"Eric Jeangirard"},"institute":{"t":"MetaList","c":[{"t":"MetaString","c":"1"}]}}}]},"title":{"t":"MetaInlines","c":[{"t":"Str","c":"Mapping"},{"t":"Space"},{"t":"Str","c":"scientific"},{"t":"Space"},{"t":"Str","c":"communities"},{"t":"Space"},{"t":"Str","c":"at"},{"t":"Space"},{"t":"Str","c":"scale"}]},"cito_cites":{"t":"MetaMap","c":{"citation":{"t":"MetaList","c":[{"t":"MetaString","c":"alperin2024analysissuitabilityopenalexbibliometric"},{"t":"MetaString","c":"10.1162/qss_a_00179"},{"t":"MetaString","c":"jeangirard:hal-04813230"},{"t":"MetaString","c":"foppiano2020entity"},{"t":"MetaString","c":"DBLP:journals/corr/abs-1006-1032"},{"t":"MetaString","c":"alperin2024analysissuitabilityopenalexbibliometric"},{"t":"MetaString","c":"lhote_using_2021"},{"t":"MetaString","c":"jeangirard:hal-04598201"}]}}},"institute":{"t":"MetaList","c":[{"t":"MetaMap","c":{"name":{"t":"MetaInlines","c":[{"t":"Str","c":"French"},{"t":"Space"},{"t":"Str","c":"Ministry"},{"t":"Space"},{"t":"Str","c":"of"},{"t":"Space"},{"t":"Str","c":"Higher"},{"t":"Space"},{"t":"Str","c":"Education"},{"t":"Space"},{"t":"Str","c":"and"},{"t":"Space"},{"t":"Str","c":"Research,"},{"t":"Space"},{"t":"Str","c":"Paris,"},{"t":"Space"},{"t":"Str","c":"France"}]},"id":{"t":"MetaString","c":"mesr"},"index":{"t":"MetaInlines","c":[{"t":"Str","c":"1"}]}}}]}}} diff --git a/doc_network/out.epub b/doc_network/out.epub index 2e6e4e1df8d9de111c39e42fa0e0c010b686c1a0..46c7c5e7cc81d6700b551ea8cce78492d35b2e32 100644 GIT binary patch delta 8019 zcmZu$byOYAp1iobLvRW1?sjn}5G1$+C%7{Nhv4oG!8N#hfZ*;I3r>)5@nrMm?Vf#a z&(1&9{hOMZI&->Db$1Oo{r1GrP=uE8;gzHv7Y#m6F@4!YB?<;Il5__R&Rr{YRo$Gmxa%oM``;Rk z-HN|ysp=2ya#ThJYjd$JSEs96!kn=#u=C@Y62=e`g<2Bmv9})tlvLnP_qXJ-2NY;= zG8PU%&_4}kVCa_;KLOls6f+U{#~Earu35&j$HM2r^z$|ZQC9vK{r>c6QUgTXZ5{7e zVJQHUi3!2zUGF^0GX(p6Ln~$C*}#*d?FL3~jUnVkGL&G1%KBa1kJKBxm>m6X-LsKH zl`4@=a%gpKgPOY6zVkc%L>fq~5?v6VV|_Z_59=zfl!Wghds99b=C>Q0DP6rDuvhG{ ziTO!JrC?iYb=Dp-8|3j?{+%;q_3-B)3u_CYIv?Eflyg!BAMN9Gh3;nH!ls2$I!|J7 zIc5E=uxw#g7Zt68+cxYajv)O@2Dk}~JuD^qo8+~vYbwKXue`K`E5@Q1QQabG3^`<6 z`oLb}6FI#hy7=c7oWguvDgvyto?$8@7M6ZCewKBFxmt}YoX$90&!Al_b;eiWoi!dn zV=-szW^y=PYE@putAg0gbki0Pf1v9uN5hyJV~o%7^e)&U@HXhk@T_)ttBnknJQ|`h zGU;XM0+DvOs_c@wJ3S13FW=YX)_+3_d1#01BMS-Oh;CqjYC%EH&W9KIKnS*s{n4=7pt@RPgnlhY$4{}YGxz%zSC3Dd$V&c&uD-iZ*CRxBAA|(QS1x~RJR|(ifJgpkz#G7lajYT2 zfk0^(AP_nT1OjX5NOQP5Td+G>cn_zmx@B`>hyQpW5c$b^Vv1p5FgrI5mTAcOd%BWz@3iMTVHH#vpggvj!lUjcW%###M)So+zFl_ z#vNXE^)uU%#NZNuBwvVYiUSo#q%TF5-Q_#JfiXUGDNNvQWhLJgcWN~Q{g{y<`DQj! z10cJ?_VrMoub2GMHHsQ?X4D;L>t zv>2+&17WCtNV*sA^f`Wr*+6(ym?>eRRTw^F8%#75Mb!t`*DYo-Cc{(gXpCf=H5O&0 z#*r0u%R<`~y4~~bW6Qny(mrblCOGLC0vq0$@@5Mi=n*NG_PUA4gs2AVcjU{r;@sDI z{|2JpN7Ymt+@)7fNkjD&SkMX;Dp@ISiC*0uVnNgj^)$bzF3*E!+EzY#N@FRZ<)$Sq z??SKry=MS_`Zs1&1eua>b}$*2u3HCQ^?2#1(D29BpOhX6&f1B>1e$2(+NsGLe72=_ zPks&fNaR?Z!kCb}J%i)d1xaPoa=cR#{RP!yCDhKbJ$s)mDq`c(4LH3W&xU@XV6FNt zav_Dqcd{v)qFu=~45VYHUXHnIY0`h_Fo=Gmc)ik^xJB8vIDB0o;J zgX)<07&CU>G{MWJeHLwURd;L{p>*CG>%AABVlc`LyF6WwPledmN^CDGWs+`gYL1R% zQ8-u6^b8(r>t{%lHmH2iEHRZ}DtrGH!^@-;R|%@2B^}?I^25V0c?P<0eokIMcy=5L zw)qK^*~&5N<_llHTol!TyE`D#Mc5h#Ed>(&pmo=%(xj}l38k4uCD3x1RI1cebG@H> zt;8TWj80_#SPT*|nr$i=WKZB$z{0G>)rus3SN&VlV(3~S`)=pu;Ii%Fhkt+b3(0Ok zr$?7gl~(~AcU6_01Z66qoDRVJYu2E{BL8dJl<~taB@-gE19ST+yqW&)W%9$UdLgVn zbTB*HUI!cscAdu`x#oJd4mVTjhu{9l3}qu_`I3b&Yf22Nl;sFDm<(P{H}oWVH>tks zEJ0Cg5-71HdBUw|@f+l;v#OsUoUT6jp>-X@bMGU66=#+T!%pWie5p1B4L+gDwu$ocf%G> zvM5ysyp~fHre@cGr?&f?cPK=F%#Txoqnwx^KEbaf_>r)!7&)CdqI9E|G0Y%DN(ilb zUHJ=B5nA85+kmjYmzjA*=mMlsHx$W?m$Ar_8gn9P7ZB)PnU}d@yWdi&QrW7|O98&S zkS@aM3ZnE}h{k?zNJ~&~a?DkWX2`{7Eg~@%VrNl^7_`w~UB9c|uZN2ucOmwwhCD}5 zi^t0_iDwfxXA&R4%8d?RhEBemM*-i_gmF=xSGeHW=5F7CYv3&I#T+dLhd3Tj-vK=sN&=&=6XN^2>otAkS%e$JfnuWR zvubaaPt?{5K2J^=Ju#qJ4KsU8#9DqyuV}VdlLRAUQePHwRNM2O(JEzfy_ao-CLmv2 zToe*}-m=<>`J6aJF|PM%ooCDou_rJK2?7i1PiG zFf2PA-WFQ4!b?lPqx=suXhK74g866R)6|cy0QK-fMk^N7T{L=Wj*T-IrV`=n$+?it~t1#S9js5mO(Fpknp{EOB)s=Vn29;<2 z5X@0HhDOOS?(AHwz#jjdS6Drr_utRdr;WwBpGSeyLsov<;NIg9GuyIhqz0}BcU}Wl z!ogw7^61sCVnRYBM)NsRe74NjbK4nAgQAUY-BsttB1cu{e6n z&R7Y;o2b5r5q|gA$U=5)n0?e7(RLBfh*H7dC^zqeO(jV*bDC<>K$x_oRi$AM_7=@U zuL%O)7u!Wr*fo_n`%teSAcvZl>*&MpGW9fWuh68)2?`&6%-~iLwrZc7>-(Us8yQL_ zG`jLbWXXiH`kN#}im>{<>$qjwR~5m)qTniR>)ui6DRUmHiy4u7;))6dw2mp~)%Rnp zu`kq^e2GaeOGu#Ygt~8(XWoJtK^-cIm+Sq`uZ7WeOceKsbr2iie506En`(XZ?DP=# z!84+jOUARtTh}Q<6_539I+d+#t6ZIc94cfIdULAXl291+ImX{Qe>wXUr&WTtWmtQX zq2h|4I$4*nQhwu^^g_+Djb=!gxcOV>(|kv|(+Zwz=bn?u*G{(^22QgE`CuN^)#|Lg1M#a|qeY-0Z!#!v7c1iDzl7j0N2k7U#U(9t=KrZlLjW%l6)9>@% z&2@|60!iK)ple{Bai*MfS6cQkWT)PsT>iBEVn(g6|F^>%0^IjKsOd3wiMHVI zUx;!p_(gUypX{=~Uiv4Xz(I_JMEAzDl+QmX#LGlU+9rO8ZG4U6me>YINRuR}lO#du z-D2nB7qXS`qNizz0S?D-V3HOls=EH<1skCshL>TQQ&=6PgWLoVKucbgr^LW_6=^A0 z5uEW3lBDcp47J58${?bO&PK;^QsGc@p`3Ej1`8(lrUjEAB!|<-(a0)IUf0z)B#6`aLQlt{9`DU~- zD9kt^Wl1_}2vxN4Ta8U9MJMs%60RRn+`Hn&mIQDqaOW94Tcg{ z6n+h>X=V%5khijKCd<+n%q(XO8U842^cYv#l!ifoTu3?6iAz%_YUy#vZKxekoxhMr zvglHV=b|xYmr`zU30qo9hgXXkL-~ns3#w;f(J`9W%G9JfUd8BEL4_bBY~Uo5I(#af zs;J-x%rGKMexX(+$Y!c$d?Qp5RVu$9Ar1-H>FYLv1BZr-f>n&i>1X5H&qn%%EvZAc;oG5;V`xHQ_(q z;}^6{rJWR%qCZf~H zB_A-07La~BAHjgnJieWHZ>g1?$*1-i-z@68w6S7v>gHN%BiZ^hiXyhsq_)YFQieAH zz*hfbjnzgKFCt<8)4^6*9w!AD)Z14F1R)wnQ6z|ZQ1+00Zx4?=sF zH`^J$1rMdrB*8k5ayis~5-uv+$7VC8JfqNoi&3jqV@)jK$@vwnWjYmUQa_~*F1N-@ z4f(WZJ zTCUg$Q4T}U?v9*J&b$^^dqpAxw;5m;(FHzzm?7AK6n^kuIdH#^=)Woy&=>0lu>9jY z7z7`MA)SDLM_lL0E5PMG&mAo2!+77ZXFNm+cz^->F zQvExq57e!2_548K4vKQ2eYK%1esSJ3{hMrh^z~>2QZhx6esuDC50xIGHb2GL?f_kX zjSulZ$~8FdI$G6x@-a5L&klht@s|MRHouCo?f@rWjSuQ-aSViO{<@5Imat38XvZ&m zGQyVSjJS7blifK-TjETCu}8PQnaiC4-(TMSX`xK}wMEyNTn7a3ZP(76<>kDZ-Fv$g zAbEDnU3lk_;``cb;d8oUH;2ioPj}aMF}>!)Tdlae)CIqD^IGN$73VywThL66_4fl?J-*tSn~T>z?+qKFlO5w= z-ED|NjW+Zbt%o1(Qza0vX|hDGz8_IZ+0e+gnX@!MYr~-W?r~7Ev{(iCCGWl49|yMk zQgqhUn1V!<-xcc5YsulboObacTt#OxrFlVj1I${nTw3)@zV@1XXE+?UiUpI~qUR@G zg_apA38&+DLRKyr1*YX5uD!!E6X)aE6Q!~G_Mk&S>CR;lu?t`#a^dYCX#(Fh`or5? zEAPDFuzxYnk@lrLZJ`l5a&fPSk>;sgcA_Os4`##dIZ5QGDAx6mt27p@W7m~E{UvI` z_8k%AOv*6UcrsVpnb8t&|Kt$OPIR8wj@$1qm76AObK>CmttPvsbhc$t|F*}jJscYS zZga%h_r-%l6BRh=;PLZGv1}3GJuWg?1XZ&;ut%LfYJtSQod={lH1(p{+q7USO6OaG zt|1YqeT!hz6~44~V}YkmB8seEB?OCEOb2g+eY35^Ezc=zPVIuvfAWhQAn8n1G#DBM zR6GTVW>&y@Dv?Mjuge8ESu#r`*yWTm(>*8RY4`Kl+5(wq9pnA6Gpc^dmOOf$9h3Fk z$7@Y8P_K^1=mcB^He5(CPQ>Hg5+hSDLr>8p-tNBO21wL^CP5OJZ@Z1a!taXD+f=~r zs1TLyq~(4MlMY3ikR;8?s3~%AYoYtOssaMPJQoIg0**FE93a`OyH4#6Z7S4$)B1!^ zH=CoG0WdFYAXa{FiE1RjFR4)>!)bn4hF$d9cG%Ofc2`DxkYkuh0$Z7J%t_smmO-zD z%@sZg*XN{=?tj^oSj1-vzKU68{LoMsaCZLIQa zJ`H=*cfeaRmvx+9 z*IW15w*zkvvt0O*Gk3XQy+;Ep(V=c;J|=;bcF}2j#D1 zcMx}gu91mPPCPsZlER8+4%7SCx(6t-Wn1k&kJPhd0s+#2^L<|q?IkA22Urb_*^+s4 zhgF--w~Bckf<7nf$2`+D4TsY`?AgfWu^foCCgtsIzvX z6eN)yfEssL_~lUu#;a^Mbx2w#_Ko|Fj+S=2Q;d<^zVOMLW4e&coT`qCqk)^%M^2pg=d+i>X*fb_9eV6io9YBz=yjdJLy7QF0{6nZ||8$X2~2q-c@=9nOC> z%#%~zbm|lKgVK28;VGyPqDrR$$m!t`@98!B_;|l3PTEKPxYmqcFXg041&c{E+K`gj z@NjTA<%?MW)RU*4CFw!Ig(%Em@1VDWD!~Kt7Ud1N2>f|IU+kkc{AMQt09>)Z0RXD>PH)dJV`ia4OyrIg2nyRr0ua7uTtky*WMN#zw#|bruyQ)N&>&I+<-)< z!GlyGS2dG`5Ju~cI`hz6it+Un6KThB+V@ndU95B@&*d|~=IkOyB=T0Z-?%bN)+hwn zyCQ#Z=)8wIuDd5pQ#N2Z$q-3e!1;wtd0F3+s(xPRgX__$tCM#8xpY&25HC z=pwMBtOZ5RIhuZ3@SC>+i*M8hiCedeZo4~e$r+Ln#88%OzVLGkPtkfdClwB&8F5nc z?({S-!7D{f!QmoDN#@&25(#k@qR%ZCma^=ft*C^WGHUNV@gvAI(!}bS;#`g@FqAz1 ziVY^rFO~+;7+d<+l$5RLO*n+Da;2fyaSE?+`a5ZSCG|JnAq2|;RO=lV#U&vsJ3TO` z*!?q`o;q&C*}H+e2~l0~<|u73I1%o5a^#^bhJ^xC6T<9jk>LI#imMB$I(rXbGlD(R zNg(P~7j_nnzYe|uO>pJgwaC}^X>K$mP3>avF}eAzv%`i0`&0=*H|Xs6VEp<@fwp;W zBssVbW4e+?&4sr>Pb3cnoBV?7NDniEWw#0CekY=M;sx9#juzDL6QX6}Pp16E;G{v+~ zU8hpY?!ZFJrZv?sdnZi_*fE`{!7^LKTUUI5`N)s`mlz}iHP(CaOMEXBZ{6!eFWKy(O zSQ^SOe{TH~Isc6kl1=%@U|Z3XXVA%$v-r^e3aa>1g2hT6;iLWAJ^Rx=#7@E?N~YpR z|EukP4`D$dg8%r)MY1wK-CrU9yDs>@95<%qcz)Wyr2WnX$)Z1M2mVO<&llxzCeQsh hN&BVQj06D$%0>OZBp2>v4R)erRsn3pZh?Pv{1+|@_p1N^ delta 6969 zcmZXZby!th*RMCFba!_*o7$8hAT5a076Iu-Y6B9BR$97CS`ehWbAxnk8bP{KB#-)> zbKdWLzWL7>*SyyF&9T-s)?9Pl;{n#?h@+{Bf=UcRMhAiLVVtozq9}jNv!y>Ko(-uT zbWrkN$lovSbV?SpRaOY)M`0G2PIQS)0bNz`3e3e3%= zz=34G@QY5p!iwB8uZ5)5h(c4SBZ58~E{UKjcCgQUZ@}Nw#>iaS@fMCl$EaT5iCcHz zzJr_?D2qYzXtr_;Z!SeAyz+rfXb;I(DORJAfMsjvi}&jy-wJce_p>gQfdg22_}sJ)c%L|~LA>x~9ixx(k% znx^P-FDF4uE!SOht`MZx?lvKJ(Im-kG-%^pSaN*Wj@``a<&$F9QUsx~4#m06o?k@9 zQVGhjUzR_rMQB%bue#b&es8uxd*M7v4aJ_Qt0G)9sjg~eQx6D_LAWP;Wg-SV<-U)t z97QH(0>N_!0bte=`wQwH=u4?jF_v&Uf}it-vWP64D9pB=TOEHAsDCH##six*by|!H zh*tQ@I=LxPCFa5alf`e7_1H@e%p+Ree(}}^nc5grL&HB_wKIZfwYOk(1LOF#)ubh& zdN0}iiUBon)}g^qXmSYel4RZf zn7>}JO(ODU_8Zfo@R{=Jm9L!Da-`TSQaai_{jn60)sa;ncYnTu zJ6^PW7})m{mPleqhwcYge&)PA!PUwEOSOYA^n*To@}ccivq4+@Dq#&;>#TIbpy&pS zbyr#nKt72ikjaXYJ&g@)k=shq`n^^lH%B$7IBauG*(IQ3y>i+RzyC9>9?IcPWWjJ$ zypFxxL4Ctl7#>u?td!c$tmNFok#p)5TS`GQWIn0`uebR@+b2OR`qj>ToQ}Z&FP4o3 z12LR+$m-6k|E^KW^W#7=@$e^!@sQaDL|~m9fTwcyB`NOb8tl~2^MyU!B9~!<;u($$ zZpzoH!!?PNt^&#VJiqMwJls2+GMC@Fb8F#gYyWsuI4(5vxHT>`HAaK(kcm)fiH0dg-tig*112 z5-Wi8->-)Vy6;9j1v)Qa?V^&VCJmX)Go8^7;`U-j`o7|^!KY-)F2%1nKYP>C99M9) z$&~z6(JVwao__ZN2-89KFO$)Ku4A zF>KLvbtj>Hn`-pDacg2fPj$_(KK-&~8IIl-CDntRm3B<`H>w+ezRRdW@3IkcjI4Ba z7E+Hm1XsB)NMvt=qjE@!*fn-YQ!JYG+xWu+|VJ+KoxOfa6rQ+Ln!?!iT{po&Q*y+3G z7I#?_;RaSU&>VNQF)LfowHqrbnZRb~W2kItknd8iqA^W3(;SSkazH&!AeM~Kb-wZf zf>*pye*<7%m5BwnNQWBQHIp{TP6kkQRrDuwzGJj?!)CD<$smAFY)QYrxp~a~{$ZI@ ztDWn}%Nv*bE)K(@m(g`cMG!(^of~>Cp2UC%>3FY!VA0xwPvR44)dpD13lw2N@na%P zbRW~BV#<<0rpk)XOl&B)_S{A=!GVr=U|N2E12u81gMEzFJxL2*%J3|vbvxdC&!X&w zN0Vo?->gY5t?-h@yc`W@;5MWp6%zssNH7-^)(x2l^ zbq}@@@?QrJZ|$F%b9_`R;LnG_`mr|QXDkrNhYtiI0f9gYnmTfPZWf+yd}h}C{6f5* z)@}~=)6hM~g#nWL?4lITC$ZdW%K1Ktd<%}e{^JL%5uQZnv!+VXJqEGVyjJW62Haz_ z+wIb-bOp~Rj8wY^empfjg2YB9U`2m;~ z5UHa(w~Kl4LtpQcAN$YwR$3aa`xo@M1(hQoc7op6eIE6W6`1qn*XJg^>n*N0-RY1L z7pE{JQmv(3@Mcgn+|ZC@Yk+I4lZW*?|7(``f8{%q*NimZp;7 zxbiB)uUP!(3dW_3cs*E#RVxU_I7KnYdH}f)erA=Ljg3izz>vbXs0_1%pENgo9I%O3U5%1Y zY}~dKyp+w*w_{^qp>>d1mToX|O)M&8Wig zf0UdEc)|6YKfJa-#<{V>F8k{AX!tIw=luNb!2A2lI~d&3+P@!UD?2Qto>&R3BTs*{ zo_B1%ojD~D2`?}vuWamevaP~Xj}Dyk1s;0b#J4xaN>-Z`*2-}G4H;@}rr5xuur<)sa6 zPT4H>yPK|~7mHL4EiYwd?dweF?M*@G`cxY%qPMoGwe(U>tv8g@F zNNV{_1Z3Y3&X_5pYHmI9N4|Jt{*nfhA$B_673NyxU%OpO*3`w!?qNYdtA_SchCoaPaB z3k^q5F7H=KC+}O!uY?9(omi>ge{Hbhxo3S%LnoDlK9|uSGFFqcis;F&lDD7{NjB|V zl|*PgE1s>Xg{S?Z&!53U!-xVKC|oK$$UGPsm@8BYQj;Tq!W7d_(#=3PKlEkI*IPrz zslb+;e9)k~t}p>UaSm{bCN5b6p}`oCFWffqs9- zQ;V^=zsAYAicl^md}0>Pz!4I48cB+T=`Ug>aP9NvDe~uUN+|i<6AOYPV)Kp@xuMEo z)k|zk)u~Sm&zK{6=b-^E;80!--p5e-WHBN$?CIFSH@UO<1+{=CcO^=F+1pae+hkvJ;}SSNJBYjWc`MRX9crKV8R zpcDjxwQSCf?xgW+%oEUAPDc-Km!kg(p~Iy$se{rw_6FYc>}Q145pfR+&#;bVW!%VM zf*>O)21^weS$kGU*R*xarTt*05&@IY6YKa?k~XVssSdzyj3c@e-gtVs-(UP=YdjH+ zmE{RLesOlxpvin3Pu?aL1}b^gGvwpgoHwwnM;A66!Jl6?Irrg-n7nvJBARo&0^DO= zs}(h-BsFP#)<|7w3GH6^XrS<_K=wf73HefwIU`Egv}dCVUdkgOs)hi1q1IL(W!Bn6 zgFJ}>Y*k5s%!L(0SEOdB+cEf;>jZs58e3ZiDgO!QEBeDUM(gL9?=^p%Z7gq!zme<_ zo1@jEl+9B(h@nY!d>Z5IRjxU*r*9ymvONdF@|ju|dN(u1VA4*{wO)8Y?y+1O!^Ek9 zd$Oiu_Or&&WU3MpD<7*dezy?<8umB-I`bS}Oen+wyd!I8U^ChIbnRKi0k=~t~w z;sLit$UH#VT_Hq6r=OCRbZrfn5av00*nVz!irqm$LEk5fo@>$i+M1(MW3d@zK%&pq z$Kh?y>c?>i1p_~H`-(;^HII|#)$u4Acai2|`qe$BIx>xYyWIRX<`9-~cj|ml&;4S%1T}xMl|hXpPxstjP*%Nkv)pofu{P3a6HVz?=*N*C9Q`C5l3Vw9!1xU z^?X1!)}e-ti<5CWE%9Prd|qsbNcLv9kvZ~=D%Q^3`cqrMDRaid@5bGW-yYhicSBf(#HmzUs*|2A?72qt_9fMkH2ozcam<@KZy8QAI$2V;Jev(% zv}n9OqqUzugRt~_GoKl`rf|KN=(6KfFE3m(@(r3TdAqz$etd{IuR(Irb|1XuKA8H` zL}a?jD*f~tUmXBL@-#NW|R#?Tj`KymX*Vy?Z$5{cLY9f04kiU&~@Oc&B+T9&c z_S!Tm3P95}_WOCaaKgt=dT^2Vz7GFFbw#Y7rs_M3 z1DvJrXPDfg?G%ygJq*K^*ITQ4eCyax?waQuISovF z4!n&ljY;P-E8D<1-Zk4@T-Nv9HC6x3-b)v&%?xqZ(7j*j>UKL>Pr=JP;WpwNA2Kg% zokb(o)-M)L_SS}bBYx?v_%<}%-)$Y0D1Yg#zGcjBYG6-GXgd20Kr3c9u4~S}7p7%p zX6jIdafIf$9$s(cDQSC@QcI+(wUzjgx&CO>2^?~~J(-m=(Vr&c`>@HwrqHCt-~uJ~ zg$9u6^y_KVwy--QoHgO^18Y3OXiOzGY%6|t!kLH2no`w_5>r=OD5HNA2p>ixFDMX9 z&bZj8Xv^9xYv?EhgpwpwGu3ZQFZzeHmNB7;EG3^X9X4Y%){Au7Qff#aQ=A7 zxQDs~pNjaT<1yxAZwMAuhhD%IIkgmCkuX$kc-Kt^+9pmRE)L?lKZy-fs%O(=C7o;Y zKI?a3-srHqM%7Et|M6z=3ars4bd9mS&tWY-{IzLY97c+V8}^bl@$)UM!vmr z+^vfd20}r+0wREL41HdNao9$qDiZE|)vh%nEi;%J>7uCDNJ;aVrjWeWrQL**%aHmb zW_(~XM8NQLnb2*>wF^0o{&cz}z-|70c?=WuGE5B^JgXho-ZGQFi8Sm=Y2v=uRMOxt zWUu;g^_Z3E#Z&Tc#P@e+d{+bVQ5dox;+B!KMO7@rpRm31=b=*!)zjtiZDXw?&(BNK zd$cTwVfm_=MipZ48C~9-y-M-6j&Z+I_#OZB&_2mU!%3Q*SBxb8XcIO07R-Af%=v%JEM7PFLW(h*Ng(&d*eDg_>)5fc~kh+HHEA6E3M5ILZ%kUV@ z)g>9==rD$koKAq~WwC{G(M>On&&v51(D|FyYO6zi*GNpE1@%Imdg;}`k4eHA)7A=^h*Tu!$-kdx+t$5V-LQc(P-nWZ^+i{wwM@uFvwSg=a{fxzyxj(uoO^ATe z?zpWBfo{i*y}96L-k8Mtwy5m`s^stD0XLo&k1U=N@=q8CgbL|LyaI&zZ}R^JFaHVKi~j&&{ww`|H|pQ}^uMJC*y3Y2 z$hiM~3;#S&5UA^a2.2 Elasticsearch implementation },

2.3 VOSviewer implementation

We use the open source VOSviewer online tool for network visualization https://github.com/neesjanvaneck/VOSviewer-Online. It is based on the VOSviewer tool which is very popular for network analysis in bibliometric studies (Waltman, Eck, and Noyons 2010).

-

2.4 LLM trick

+

In graph theory, a community corresponds to a set of nodes in a graph that are strongly interconnected with each other, while being less connected with nodes outside this community. Communities can be identified in order to understand the underlying structure and patterns of the graph, as well as to analyze the relationships and interactions between the entities that make it up. To identify communities, we use the Louvain method. This algorithm works by optimizing a modularity measure that evaluates the strength of communities in a graph. More precisely, Louvain seeks to maximize modularity by progressively moving the nodes of a graph into different communities, in an iterative fashion. At each stage, he merges neighboring communities if this leads to an improvement in the overall modularity of the graph. This iterative process continues until no further moves can increase modularity. Clusters are computed with the Louvain algorithm, from the open source javascript library graphology-communities-louvain.

3. Making insightful maps

+

This scanR feature is designed to help users gain a better understanding of the underlying structures via thematic or co-publication maps. To help the user, it’s important to be able to characterize each of the communities automatically identified. It is therefore important to label each community before describing them.

+

3.1 LLM trick

+

To name the communities we use generative AI from Mistral AI (‘open-mistral-nemo’ model). The names are obtained from the main themes of the publications collected for each community. For the time being, we limit ourselves to the 2000 most relevant publications (in relation to the user’s search) for each community. The following prompt is used:

+
+

You have been tasked with naming distinct fields of study for several communities of research publications. Below are lists of topics and their weights representing each community. Your goal is to provide a unique and descriptive name for each field of study that best encapsulates the essence of the topics within that community. Each should be unique and as short as possible. If the list of topic is empty, output a empty string. Output as JSON object with the list number and the single unique generated name. ```

+

3.1 Citation / hot topics

-

We use citations data from OpenAlex, which is as of today one of the best open source datasource. However, citations metadata from OpenAlex remains incomplete and must therefore be interpreted with caution (Alperin et al. 2024).

+

A citation score is estimated for each cluster. This score relates the number of recent citations (over the last two years) to the number of total publications in the cluster. This score is intended to help detect hotspots in the communities identified in the corpus. We use citations data from OpenAlex, which is as of today one of the best open source datasource. However, citations metadata from OpenAlex remains incomplete and must therefore be interpreted with caution (Alperin et al. 2024).

3.2 Custom perimeter

scanR offers this mapping tool for the entire indexed corpus, but it is also possible to adapt the tool to a restricted perimeter, at the user’s discretion. For example, an institution or laboratory can define its own corpus (based on a list of publications) and a mapping tool dedicated to this perimeter is automatically created. Technically, elasticsearch queries are the same, with just an additional filter to query only the publications within the perimeter. The tool can be embedded in any website using an iframe. It’s the same principle as the local barometer. This approach eliminates the need for automatic alignment of affiliations, which remains a highly complex task. Automation is possible to a certain extent (L’Hôte and Jeangirard 2021), but human curation remains necessary in the majority of cases (Jeangirard, Bracco, and L’Hôte 2024). In this way, users retain control over the definition of their perimeter, and can, if they wish, have several distinct perimeters.

4. Code availibility

diff --git a/doc_network/out.latex b/doc_network/out.latex index 31e1648..be545b5 100644 --- a/doc_network/out.latex +++ b/doc_network/out.latex @@ -340,19 +340,61 @@ We use the open source VOSviewer online tool for network visualization the VOSviewer tool which is very popular for network analysis in bibliometric studies (Waltman, Eck, and Noyons 2010). -\hypertarget{llm-trick}{% -\subsection{2.4 LLM trick}\label{llm-trick}} +In graph theory, a community corresponds to a set of nodes in a graph +that are strongly interconnected with each other, while being less +connected with nodes outside this community. Communities can be +identified in order to understand the underlying structure and patterns +of the graph, as well as to analyze the relationships and interactions +between the entities that make it up. To identify communities, we use +the Louvain method. This algorithm works by optimizing a modularity +measure that evaluates the strength of communities in a graph. More +precisely, Louvain seeks to maximize modularity by progressively moving +the nodes of a graph into different communities, in an iterative +fashion. At each stage, he merges neighboring communities if this leads +to an improvement in the overall modularity of the graph. This iterative +process continues until no further moves can increase modularity. +Clusters are computed with the Louvain algorithm, from the open source +javascript library graphology-communities-louvain. \hypertarget{making-insightful-maps}{% \section{3. Making insightful maps}\label{making-insightful-maps}} +This scanR feature is designed to help users gain a better understanding +of the underlying structures via thematic or co-publication maps. To +help the user, it's important to be able to characterize each of the +communities automatically identified. It is therefore important to label +each community before describing them. + +\hypertarget{llm-trick}{% +\subsection{3.1 LLM trick}\label{llm-trick}} + +To name the communities we use generative AI from Mistral AI +(`open-mistral-nemo' model). The names are obtained from the main themes +of the publications collected for each community. For the time being, we +limit ourselves to the 2000 most relevant publications (in relation to +the user's search) for each community. The following prompt is used: + +\begin{quote} +You have been tasked with naming distinct fields of study for several +communities of research publications. Below are lists of topics and +their weights representing each community. Your goal is to provide a +unique and descriptive name for each field of study that best +encapsulates the essence of the topics within that community. Each +should be unique and as short as possible. If the list of topic is +empty, output a empty string. Output as JSON object with the list number +and the single unique generated name. ``` +\end{quote} + \hypertarget{citation-hot-topics}{% \subsection{3.1 Citation / hot topics}\label{citation-hot-topics}} -We use citations data from OpenAlex, which is as of today one of the -best open source datasource. However, citations metadata from OpenAlex -remains incomplete and must therefore be interpreted with caution -(Alperin et al. 2024). +A citation score is estimated for each cluster. This score relates the +number of recent citations (over the last two years) to the number of +total publications in the cluster. This score is intended to help detect +hotspots in the communities identified in the corpus. We use citations +data from OpenAlex, which is as of today one of the best open source +datasource. However, citations metadata from OpenAlex remains incomplete +and must therefore be interpreted with caution (Alperin et al. 2024). \hypertarget{custom-perimeter}{% \subsection{3.2 Custom perimeter}\label{custom-perimeter}} diff --git a/doc_network/out.odt b/doc_network/out.odt index b428d73481c697f6f90f7a33b63ed2b05a724ea6..1c2ec9ed9aec217036cab964255eec2c3f2637e3 100644 GIT binary patch delta 8332 zcmZ9SRZtvSu(byn+}&M*TX2^^a3357clRKJ2M8Kmg9g_i!Gb2Z49*01ch`H)srvuA zb@$8a+N*lkdgzy3Ux#^p4#d<@MnEJ0z@q>FBt9I;m`W)Bh+(y1F=MhB9ptMHOdpj^ z7dEP-Th#)SkOCmQ;GbSduGv?;?z?hSDphmoZ!JGc=%Xju@d@X9aSZS5t zlScm;N+CFGN=%sGN8GACf=s*QIcRSLcC2jDib@OTxT`vDhiqbmNA!T*^LPFFkRn|P z3G0;=4Ue+k^(a6QR#-;`{Fc@CN8C8y_(KM38}vR>s!qVSW8=2Rb#n(25(=WIA|W%H zpV5bxqY;oCHnIGgE+DI$7E`{W3{Iz17NS=ZLj7$Ed;f}f!v1{}vltce$k`@Oj*5EtE{rMPrg{dCR${GO4Cq`z<2R5U~YGrXFg!3ncJrF<2 zsj~EJH@NmfyDpxwAyT@G82o{}*ZwDBXAl7+9rjdAT35?WS44s;ryHK(O9r#IAwero zWr4rnh)EZEx)rWGmQqdXn~7BVHfRXk-plnd*C#4zDiyNH=2%k4$MB_bFx0vR!bG-Q z)pSxpWmKOuo1AWm@R)L6cc{T;g?_eY-1}@M)a4Ep2b$c6LU|a3cHMk+OY|G-w~nBv z9Jb0W>jN)7PNkFF+Wto%P&DwSck*u)wbKRi|C=L}f9L2&GrTAq*1wY!qsSHCPXPe5 zxu(1#kV2jafgE2y0?tycl||=eZWkN6e#P(PEzzLZd|CO>C_m1rrYp#zh68@3V^R zWj1TC78eM)Su!SiL?g(^n&6^3Q~hEQJbl8MF*@O~$m278LQPHWdteWA(~8f@5GdBP zpN8mW^^F_1t{wRHFJ`fBe?Q+?Bq{04jZa-6;crY@C_f}hi5IruX@lb*)`7+Qha(9N zi>e4RpK-_UO<3`Cg)$|!yROr|T)jiFUR^!|?D=n0%kyn)RtcFGtQ=Y;;axLpD7e?VB(v55?D%tPx?hC@5wWxO zs%*o$=})N6#Q96-Mq*nX+L*}@Y((@X?@|p86f!& zerME0rEliyUZ@kN;~`OeLyg=$b0YRLrsJ|x-{KJhkM*P;;x+G1^Bz&}OT}Aza9XBD zV(#^}yrk{C7{!RNsa`0<9&`m^huS&VEwDhR`*r0~W^J63it#Tac>5@j^d8tC1OJ`yx}ihW%*`!XUAm2WeS)CbJD1 z9a|S-7b|MXk98I>eJYQl z{;~W2u{T`87eo)*A+Ac=A5}VqyKS34Saea~~sF!4$VPgN*>2r|MuDP%Js?v2yfixpCdV0HPAVBKiVij%?VBX`-)T z$M*His)H-+_J!TCZAH(dC;7AH8vr)bzCOqq+0WE~76B7=)^K~lj8|H)G?Hs1Y=O)O zv6#-7cdMc+Xbcw=ewZ-L%6(SWKqv zTjvz!t=d}w1f*=KO^o1ASO1aL>gzjX(HUZk7`X>m{aQ3^75ln={;pqt(HR@Q#}Vv(Sp;Ms=Ds@e^(RyL-4Jl{b zlVMszaL!>HKD{nG;S^3UbLO3{?exQuS+%W%b?EcPm!a(;ebh}1`r>cqOIaSs91XL; zAbhP!h#{Z~Fb1b@&E$-J$0glrz)p<2F2w!$CBDlI(YGCb;AmiD3Q38tn%V!wE2TO+?34Yc+4^3L-|^lV%n;@uf8JTqDMd#4PT*OC2NU6@8$q!^(X%Azbtw1-`jN%T z9y{n=-Ve3ILO78&LC75@oCvw9XYhYjz+!3}$9#5)xpD_c8F2?%T8pDM5+HcdEQ1*R z1dOQ{VbIG?VI2PtqLKVDRZ<4LW(fokUNV&hDOr*Etf9Cy^e>_qS_ddvnd>?hAy-l+ z2K3MpIUSthG=Qiao;@N_k+doLz*}5w5?VqEodGU$y{wCrE-~9WJpt#vJc?K}NqOju zXhYjQEQiWBI1I8!?_a%8shq-v%I27Y6TbhV5w$O)34UVcN#;*;FlA}G! zh#-wfDZEfecfTpzvrNIvN^K$PdgV|GxFMg#_E5(xO05k1T{O zdcvGOl)n;ns1vqVE<>VX3&J@NAMR3c8+iRS<;oWskW0UOgprI!ebUJQe_w(5@#B$d zoU{jr6o)Fo#`=NIq2j4{wk+Pa8E-DCkeM2v&UR^s!&grqcZsqx0WKkKw1GrNecZU**rft zUdiT*aEpY{A?g(oni0nBTK99dE@&zg&-ha1DJ>?#2FoY0f?yW=l?vO*zocn}0+AY% zzM8!ELuYrL_Bs&n%r6hyby9LFu>pvjtQ!+ypFGXDq*c%YPbeKoRR2@Hjq5zbQo|7A z9YQ?lP38x*V&XX3-=Q9oM3_(RmM)dYBZc#$zGFo;i^d#0poI-W*MEQyWZ>gWe^<*A z4e8705mCvKyuW)i_tYx54WIF0|t z{dH>;@ThSPzr;Kq$aggByxRgMVvoePiIG7%EIY<)eZ2zAMtLF3`N;O9*N+M{C~92U za<-uG0x|;!!jJZ~J^Ou2#_+5IVF3jlu+HIO#5=eE0#_p8rpe-ks z4Rt0b(W@$v-C95rF=~9QpI#2uGp#{Mec_3oTjF3Gq~(FI?|METY?db-+hNUj1A8=g z93XY@Q6qsnwG`mp2h#A z&dRnU{v2~GL*_DXk7O9IdlHJaFJ|YQH6gTXtuF4tWCWRO$eBg$e$;NwWF^tr-Y%)4 zJD_kn19x&O2BcSykqFO??*HzRtu$6d_n9F4lX{8f~lH;wC!%n8IWD5eM0!S z%9#9?oFS{arDFX($5CfAS_o5xx8LmgRKCIi%8wacejp;V^UlUQ;T}4ieJKi29sjDT zDutAzv8i(TSpyI#H^fuZPlFN8)kB9kjY=WwU&)W7v}r`(Ai(AKF8j-kR71(EM9Rpp zL#h=!6VlIKJTCgpYIusI-0Zk~bzK1kJ;wel8diwG;U*x$a%P12)xu|RtD4enmjf;* zE7UK5u=M%fr^;hA+xI=)LJzo!4nc6mUoX{u{Tmo`-a5yGih+mc1J44x(rj$ie`Lnm z&zWGRR4r|g)B(y2nB|wTzvB+h&e2H@8{yitlHG@GYlkKngvR|$L9MsYVgb5(& z03qjCJChWV@w}?`a4jW60Zk}}RAa?BzW96LP-Ma5u?G1NW{yNPJvwTUi<6EkSLuL4 zkbD;qP6d-BPp||GuLd8z{rX9EJOvSo7CZvp;&*{~r^CWN`F2jcS&>+!A66#RrO45Q zU$N8!{ZmV{dmQR{J$E+&Dc$ObGLXM|VwqanW7#n5{T$oriu zVD*-a*ay&8cFZD@{r>a&A&z}lIgZCLw^iJC)e#6r)l}B(#FEO8rfw{KdrSPvFfxDw^p`X=I+JOmnRStySQ? zc)m%kM#2@mYGUfaBm$%G9O2taiJW?z zV~+xwQleJ^GyNsOW9xbaXNdT(E2yuca{Y$_d)BO7vLcdHh3SIB*xs7=vdSTBWR2S_ zM66-i!iD#Ub}|x>E+1!CNCvAuZIq`;@Wp~h<2$=ZT^Q5n&qVrUUS^^`vRUgv=d1n< zti=vi{pMYH*EuI%3RHd>dWdk+gJ5-=Qo0As9d`Ac0ssrj!)HYd*201YC$VH$jveTpf}4->X6_i7SnCNG zS**soV(iQT(JgrpOk_pAp1{z8J~RTHufLPC*)Y@8%?|Ev-r1+~u{MQ?M(t|RxeD>R z|K#1_uN2Bb4!_TyAOYL^_0RxgJ zM8XI#k-@?|miseWSN9n8`&VA}0z{auE=RmhsFe@%GhWB2jb9f#))oNN0ixIR>b?dj?6{tL2XyiWVxK$F%@OmL>fqb3$Yh0zv zmALJj|5E#0k8bExAXY@tP>lK)-s803t+=%ZR*p{un0RlOR}grylo(z7DE{pOtB{3nwFMDN5-z4`l7BQ+OEh=> z9K)r>T$c=xFz)kTwj6OR{;-Kxd{_tJ(~^Xx3Ea_2Mhn`M9q}$0?#8bREdk)p*dPlR z{fNfv^r^Lw6|39zN2lYP)BM+$#8Q@E-$KyyhTQqu+BG#s05+A_{>yD^H!w#?2BO#t z6;{B2tg3gsjQ4N#!$}~Or8d55qatq~)Tn~VRTqE!Ki&`-^ z7orzWqN%AQDez#u-n{yvy|=nDcN@j@vy_>O%dw>k(Fc1y$Kd#9m++-t@tXCZv2|7U z6-kNU=)^V57O8Wv(Ux!LQsdqG;P5Ad?%w%bt`=vfBbQ7AP>>d3+@br3+Hl zM!r0`iV49C@Ku0V{H)3PJ7z-eV!jhxbM9xp92P6?D7!^V6i)Pur0Iix;NMDLb^On) zcC+i$y|$NeXoZ=5gDAxl1QuIuuQ6NvtJ-Lv9_CSRwIo+P5x4W-oE_#e&3Lxe+E-BJ zqIb$uG7SXvMqX&HBFA(+pfv(6-NlgjDm}~#T$k?6^JcQ6+(XiUGNZGmUCtP>-@#0A zh*eQ~ays!8eP|h8+{Dr5`^#euNU$DVU957$<~GH)%HT5y^A8KAt8~9~W4D~YMnC$l zw+j}|RtismUp7)>;r%e>Ga5%SYm5Fc3_2^O-cv6u85*dj1Jf#m=EnjB74jgJ?b9>T zbH>NK-#tK4;+=Yb9^(uRghp)LgM0huaMia~F(;luK~b}KmQG6gi7v!$<0#!WvkS|e zjy!{ExH*C;ezPHz4#Uv^hDmh?)j{dB$FA&GEMb~cF}e2}*6?H0X|o{Xy{sZR{?eFjg{Tyv)pQqR7a%Xl!m_7G>it z6*|KFdv>pdEp7TK*2Uf-y6uAHIp$HM@!@f7pye=) zzBxYZX4$!T9ZWGAhPIy8@9vOAefVEIvR)u=Q8;@Z$G8Wo$VgipMsY}1LfnoK4Kyn- zTmi}OFFs$B&1AXYLMvE1oBs$-bJig zHPHy;YKtp`Ji~z8wF*+eLIxk;{?Z!!QO`ia-Tvqg@GSeZ^ay7*NeHAvCdGm2RLLw{ zrc*J9jy|EL5>57QUEjlL)%3EuQEe0q{HSF?bY?w`nZ27wCWc^-2xBAo$up;-sJ^ay zTrvJ-O8v+cxZXi3eemuJU3s7x(wNHAX8Qw3MV>W?xhrxyv+>Z+}ia)21qVf(@Nym!<=+%ERUn%t10M zj}$@{xWne4emt>lleeW-fuuM!Yq)2M>DMBDE78X{!qq~JAs+9AK484T1 z^BY650}g~(ZQr#hBdUc>Ml}54v%}FuoaPQ3v{!O>3u}}(8lww8$;*3@IT+x+)6dQg zlA_95&1nK6Osj0%>`;} zozDi|r6NPh55dgUUIX9Wp7*#)-DDJW0vuum==sX?%Qg=6^m=3y5B|`Y|Zh?Pa!8kF60@lf&H|d`A?#H8*#*A3z%zphT>w+ap2} zrKlC~_*!fHLlP+bY9r5G|LX&}27zrPkO~D zh%!u(Yq-J~N;v8ksi7I}cmjfwXC7G2A{(4(n)EpyBiQ9??htq-b(an4^()t^elil( z^6vPk0gkyQ=9xDoc(xG34#_qkr_E&f#P*K&SxT&Q?ZeFzvtQ6StFM)p&qTT6{F*6d zkfJW+7j0#WCEIVtRqiVerbVMaCPIPA?CmX&KotR+QdQmwl1$2A&Rb=4H6 zScrX^@27u$943CMV&jh|=l`W>8JC6EzTAuv&u!7IL^;$fXm&53;zZT?OHX#Q+ys+{ zvUTGQItTQ6l+d!Idhu({jpN^)vQc-?-weWoSg4+Q))+}kFUqdvZNR)%Ts>;2#dIDJ zypB<)NCN?NQi&z6`9!zzTyxQ!WErpHXgIwF(=S|0v{+LcD|Hlg_R}1a(>i`H25}|) zb0GJ%MwxHSb!p!&D;s5q+)#yH2?#ARVLx3+U0Uh`l@IYJK(8W~j1P1;xsPc-d5U`> zE_9mdwHKAj?Rf2PWLQ_5u5Ww%a#whcZz2A^h7;@0io-Fp4tK`p`!UJ+gQqI5V40y2 zz1bq82966v_{agb`SR6yv-DEYbHEASnXqR`|H?|BF3P@+L0HpBzJGH}1_hmT@6l3b z5t`s#17pW;ETi)-R^*!OR_Dpxl`SX)@%cnRZd6M56e`>06|Knl&qsevvT$Xd!*dTn zaH1bu9;uz#wl`GNuI}HAPKH8g#4?S6g7zU&0w2BqRg;)&1RC_U)^0iVhsiG?!^6oe zo38d-*uY`NX6$1S#>YYIxz@i~1;R(QrW84k>3+KKL~96`(jU#tiOc-3v3`y~Fr&Ar z&rLvPo<<9;*{1^03)6>@uYce4e{1=gmh-Fz6LK+#7>n3;7t#kmJakWZxDz#wt}Y34 zdE06K{x%hmTt1L=lRvOzn_q6cm+|c_z|rRGtrpilHEI(50wu*Qmgvi81%>_q&uLZk zy2(k`JW^~|7CX3X>8sr~h0BF#$VS|nk<>jUPOzE0>o?)LHSH@2fe7^md22mov?p+d zU~2YnQfkGR=>X!1{TC%>E9!5Lf?o*)J99P^>)kEhV)&48gIxTY@ewE204apqJz)}9 z=y{$&g%@g-g^Op@xzVr1X2Gv_8=AI`eP!}jlE=`a>nDZq)5M7&uI{rN$Rl>*nd+0# z{Hw|~wks3hG9%_%9-jnmC&5fdYTyj_;v22J-pL+#|JvS-Qu@fH}IH28R?s59Q0){?WiF-JmY~GTA<{ZAMEGP zIkDDRShF?bo$ab1ifev-t0ES;KH9yFA=w)6Iq|U{?pM!6K1JY6-?x~cx@qL*%s$>! zr=Ov=1@jJO+;p41`XGnNZHCW)YsA2rJaEWQ^;_L2RlRNbuon>BFzzzKZ7Z zB=XL(T}QWVuuW4PNQd>xq+Cs9-)p;yw9+c;`l=oP2LD2i4uoFOq5E1}JI9N zl~$GEZOXu*fSD%D`B!&SK)+;%?_DjM&TLpu2L`AHxE5XKq0rFPVo~9Cv1l|%-pdD)c)|24l#?5d<@9m6Y`O zp&zlEXeCb+lyF1dD%0@CCux)ndk;zVuPe_t9ef;DEG1HeanL{_!U|8^@$PAQD<&Xa zv@dGZdE_A&3@EcQD%pw8ow7dke6L^0GtRX^@+83lQ|GYM?f!_{m&ROgHA9H4qpRwVGPa02ix~-p)fB4{bY>Vum8 zH=*0Sb?n~1TngQ9yWCk8kp0F<#?;PZWx`hdbzx%I+Ihgo2i9sgtik#Q0o^XnJ*Gl= zQ%p5mF!Av>LK>;d)Hdy_^Ih96yr7;tJL#IJhRv3x=s0<7-E4^MzlRFn z-R_=*vPw!T5dJ8G?EZ}Jf0P*aNYqp-n3=rd6^HBOhjCr`Fsj{%gIA1U&?|rNc%8X@ zA=^GISX@-2^X*ES)lKrpwtDf{owg~|O7wJ|25J^b$(1?W<4x^bitWKkz63TG*?g3+ zJ^p+e%GSHmNi^+%@a;E3i_Wm^YPl!UQ?nxk^oq^U&3Uq!`QtONyTKfvu9q>y8AqH&kW6(z`ZG&(-qTl~_8M;!iYE4(kwRdfYkDC&G*TGbZ_sQaae?XJmcX!NF3& zm9<@0^TY(Xo%7ABt=*eNdOEp{^G(04-R6a@>wV=(%bRARF1TE$s#}A5X{#*jkG;ms zZFAZ2({~Nm*UFPNi}E(M)vC|U8hQk_8cR~&7hGpFUG*CNSG!?Y-ey;$p~w5M+g7Ep zqBk`L4vN^ArWrdSp#yA_Xo#Bmzs=vj<=m*Bk!FvsD474)F-D)ZOkp(U%EV7Cst6e0 ziBwo{*V8{tf>-|KV|+S!1rnHy#8WOHvoiH;NguU=M|#cN>oOpcA#DyE$G#ee!K_Xg zA6osAZqv|5>>!fJpYfbHj$)Zibs_~?N(oE=i=j~da*yJLkrP5}8^&=g;yQC$o{bnl z70zN{&Z3oK;k=bQ{8^n5$CK4CAZXcW-77iH1J*yv%iQZO+3#B(Snw0VPAMb!7?l{1 zd5l^sS@FWlvKmNGRI{{`rn_|(6sP@7a#~d2xRLQ%-MlQbjNh#E3AmoiNuXxQ4k;}J zPk6Ghf8=h>!b#%DT(}6WzwS*eMTzm)lLVdr#{VR;w21YAc|}-c)TGUYfl@Z__-yuL zy;&6wZo0zJxKSM8+ky0NoOyz#(3?Ic9k~fb9n51tG7}aY?w~%7ewiI1I=X+=_;}*QHtbcSG^-cvvo!0L3D78)v+|jO+Ym z?_!ZFyH51&QmVkoq5{q_IJR-P=2X2Ek+pW3-xo(!`8%K-Fb>p~VzNcOXRm|99|uaq zks_Mabk`C@Z7U@~Jjet|S4AyPcoAy8(E~KE_OX*oJF}QMn~GAdoNBt70D}x*))+@% z&{SpWY!er(OONe=4(p|To^fPj`klJ|bgJ`!TUQ2SUpi+gj?6fx( z)vp1)3C2Yl3f~c>C5gn)cB~?(w9)_0ISFXAN?o;JxbhKC8083;FhjsxseMEaAChRM z-bZ?Anp6D_llaIH0S)~9ysC@!6!M&+h<&yi5$653ewAdbQ|Yj=$qj1S@hvC`v^V=I zl=;0b=${IHWQNW^bk+>?Qs6~V1R*O8BJhFc6S=V!zeJ)Kx8NFv$Wlf2II)aaM?GY# zGAi{tV$(41!nuv0m7IWmkbMIC;J1+cKvrn;J;#~Lx-V!b3WqH0y7^GQwMm4F3!}2QnyY z0gazAW0OG`P544ug_x07T#}?Qi+v?~npMDM>W8P!79+W>a|#wd3T+-IQCL9E04>wX zL;*|$Z47%F$2pQYxK0hSKuuMsM4@-_BCFrT;4aljVqz9aNCJMR1?Uhn_w^o2o;V%|rL-=38t<`U$D}N(qVzUkK>!+8&DE7?aBctdl{E6YaC&;;*`Ib^1V=n2$t} z**wc$p_1ZUu_>_ZH+^Woz(n-Cwh*gI=9;Zs%fNS*Afh=o-j+;IBXb?2A zwS(u)ZP+bd@8amLD@jUP2sDd*`}AB%oT2|IY_bADjJs~0DP~r|Zzia|l~BEeaA&tC z%yB1Dig72g9OBC@z%Dem#Ghn=E;1&xOrMGcCg0nGpMAwPVMjKU7S;^v8R{Cd2dB9#{3 z7ZA<0Cv1p`us+~lq~#`OwmxOuwwic9a7b}qS(VkZSctqU0s*LG#m~rajIIW35OB|f z<6ha^#Xy*%qbgqUv&_2K4k zA5)#i$FjU8Qf(54?NsT7Zj0?WH8@H}M&z_S*F9@m1Frg5L#lhpL7I4Z2t2<-dkt)cCnsm`nB7ek(+&}W8LtmwEFlD=@m(9o zY!??GYRc}I4$o)EEwM3zpIdd;#elLrz_L6KXHtVqJ4pjZg71+DB%KpL>*D}Fz_5r@ zko9vW6zjm|(sX%N71d{i8=PHe;kQN&C{#gz;*9g;v`)Gc{Lu%1}F@qe(M=bePL@ z_l$*mLpFoYW?hmqjESkik(~i&MaOjx&UQP9Zn=mYTQHSAOPEqfzU+HK{bBZ+Q{`|O zOHT8$Y>+y`eVC>>UTo?54IAvuvi4Pb}FBbSU(z5=!mgq8971FL@<;tj*V z#=xWD-(GY<#|o@%#j*T3ypa&4m&>~s#A*GK#IN>Z05zcWAv$9UBpwW)YVF=sxuFqj z@Rwn<>F7ISpHls%auKEVn2j4SF0Qw5r4ff@;=luJqKJ-jLD5FnG{b0YlvIP$SL#>I z&M`%x4jKwYHwdev+w>JTuY&_EP9faovW}#~HSWel(x@W!^+8C zsZa{Hw3UP%Oi^m#p$e=U$BbKqQ|>S$=1jYOgjsZ?%%WnJOG5aH_SeY6=QsXe-aLF? zF}@2-T+MMmR!xvYq;c?;RiL;L-1iYSocOh2YpPE*@j~<{{nlWN-vq0Q%Y$Pa$6{Fo ztrXNXt2mcLm}B~?SPj_qrdA<<6i6w?$I~EWF*L;5RlUH3F=cqtWL-**5lbC9O-||z zugac}u|(CR{{G_58)ZRnjkV+FCPam-H;Nt9hOU80PE0t1cJNOYoMy~IOB%)E=VDBd zET$h}Bp$}iNsC}uoXP%O3<3+U0tN5~i)GLJ7Y1eq zoEy0E$-TZu!F02TiYN_Q z;=J*cB-Jo+YVW%usIyHTmXTrsv{CLg=S7~u*(1J;^#{*VXYP%L3I)BfdXzaEMw9#g z)tkn)!LmsEMV}hXfUqC?sie)=L4INyd;3=~i>H6kuN<=|1`%Ld%#=Z;-pX1Kie~7J zZlb}9suDhYWzCm0lgn8c`G9llr41E25AqK84`I*}(iI17d-_)|!HrnNO*2|C(P_@* zc*|VbpAumHu{k;hQ563U-)pv)69>8n!<=lvvYY7cs>`@EpZ*5L$;Sb)K)rOI;pcR(sbg zBKWikx*>ufQpO7okKtw*2mkn%t$8#0O~kKpj0wDMCE15}qFIkILSZd$1nLTR-_xnQLNP#uwUh_v_+6o(xaMC5W{&xmlp)2SasterI`TS!26>x ztBA_t%UD%?N)Yia-O|c0_%_KfgK|!oCLh+ZGcvFPO;}>svtdJ0McT%}Y~l9{wvmo6 z9RTypZi*S+-ImbY?XMPI4+f$I4m#hCJy9rxB1|DHs(NsN;*r(OM){6M8$kKL&|V@U ztR<@mn=CU?cq#_(XQQgQ%t%uXXiVZjs7li320H?;j-vT2pON zxRuOH`BS!Zsl+Hg-rpzCC$%W8Q3*Iqgsz88Z1Sf|1IdmDBgkk6^RsGG zUQqfXLH@+|T%BEpz5Cp)H_XPPDacazC61i*x8}!@6|jDj6}N*a#iw*&E`!tVTpk$B zyKswdFS_eX_y?(gf$sOGY`~O<%|eP1x~BlqY$Z*-#_TUjBopdkHKXN-NVsDsXDNiL z%LsKeo=(}arkwlW^XM@~qo(lmgP04t!Zx-xB0+2u)vEi;H9fELfviOgevfNb2k@X9ycNP==aCN zzTe;u75O&@num+~*N}kC{t%G&*3W0w`oAO(+2zmkA`L7&hXPD z^)0>huv^dgCCn_b2gDCJ=pt+o)Am^_b63U*VX~;~?MBERRb>h^Mj;1NM=+^{Mjk#9 zL@jwJGak{GMAaleT}4q-xWCkgX;8oAlDW^HMNx{g1ZOTQw5O_`)2B|D7VU=HwK_ht z+UmY-W03FMF=Hq%$eOE9E%R@B6yv$e{pP&mGNRGu>7dGE`i-gCQV`H8iY8%h7R)`3 zPz7}oT`8MTgqq%Z-^+kg57bf{2kIaE*VZ>vXp89c^}FwH>jW$XY^eel1OG6wY3j48p+_wFZeWvinZNoUKx}DDvjHMj01JxEVCpXCe|B`)3j$dlp}rb!gOC zHLW=(z^ceL(6H=C=2y%}EMMVap3fWdQ$hBp9+*F1l%JnzubtQ# z8M!E(%}Sm-n#Z;#RU#X@p&Bxl$Qrt?!<3F#O-x$atlW-bEMV6XBj*ZxLfLOO4pOHq z4AHvrN;yS+RZ19)UtX4}7)3|aP}DCn1z8}#RV3Q3zCJM9iAS>l0`Q|R$#eSY*3q8#OE=Q$mOVi53VGc7nzsnpLEQTa!R1`q zeyEBk5iHx-!jse9xiE_P7s3sMbw2V|%cAqw_Q}X9_ylB*yIQ+wo&g(@6)YRYD#`Qd z-Ot1rH{jjo_Z#9o&-9#kh^Mr0`y~!L=rlejU=^NI{OwV;5a>b?m zOM=u=QV&PUYG17cQ83Hw3T3${80LF+^^6Jc%rm&a^O^x3Bja98Dcx=<9hG zhCDa63aV=|*fxn!t@BS=KcfK!^^0`iR&t{?xaV*oXvf`E!sFK{OuMdOC26vN+AQ9@)?dE_ z20e&iZuq&33Ays?!gM;@s4y~*(y55!fmoyn?|LoyDJdAFkQ5J#`ozcLGU=zkHw;8D zZhqgE{R{f}e)}2WIWrPDn{c9=YyHpP=jX5Y=7%EC=uZ9jnVn8c@Yrg0*vrl@Fkwu0 zXd!P}4-$jB&yR@EE$ZFR5)o``Q@ztWAnS0PZS3-W$xGBL{Xw%+MY<~$4gW!zL+IpH zNazyf7W4GOk(Xzc2dxne4@)MWx$#-~97T`vZHf+9Kj%V}b`!yo{G($&QfT|u8mX{r zHw+jrzsPdgxN(pR%-g#q07{kySL+vdI4J`iFF!uh5UU$a96u)??!KHxG*x9+&Ap`l zqQ;W8pB%tJ>UybG+&*-(zsUI}WBcf$JZ&V8q7w9)b#&|X0QWbCd+??C{T5*t&j08$7-d(@M|$hE z?_PxxlppZ(o}eZu3>drRJs*Ad!B>g9&gykaG90^`weKF99Y;BTk9-R*gcPr21Y&oJ zCqvwSss_<(%|mrgBv-qSAHU8cqWyge0f7d(GuptmZIsuFtx5j_hR{ zb?4@JnyDu~dNdTY_P7q<3ub^V#(Uz*lzAB6S!jKfa)28H2>LVWp}f1*0~sHx z|5uj;?*G*pL9YML;^NVS*!~>~3yJ<;tP(E7{O_t&h(u_D6acU_va>WZb#`HMGBHz; z2f_dV|KPoUv5XFy3FGb$YyhBO6#zg1{O5Tgi^miu{MU$Cm_#Uq0|0O~b#bw@Gk0e5 wu(kOgqklP}&VN3o|IY>h;fc=`V2-a8M)}vQO_&5`kSBggm-r_g#<@I^-)Ibkw zN)N9Najq9X@HeEGTq>9~E{YWqPHO-y;+*ou=bw2cwd|czlMZfG10H}~WL0MAf8nZH z-iE7TrCBNB(|nyszx?RFN5FsouUx(u%0!2B;mv>0w9IB&vloo6UnHaX8G5-%h&yI! zqG6Z2U5OrCzEBN97DqmA%+;?W@-92{Jor@OTk{*z_969-d(>2Ehi!UfZp>e3rLg>F zgFXu(U%Iq+f{=b8KNo<3o@T>mN2JyKd*$gCvg`CC5LMf)qMBdQZjG<|ycYp_USC?% zn-Vc+i~qx2?dVS~&u4D^Gr3-+KS=0qK3u2!3%XVY#IMYu#CyX|$o>WY?bFW#*OeB$ zbvTO(PVg(fS9E$o63P;ynnoM?1l@lk-COTQM(c<%*T3?w6b68pj-8PLR(~-+(IjIy ziR`*cPe;PiGR~oW4(oB8>@wkXnSIa>S1ag+S_427e12YKv9tJ>(8^RXNp!cYCo4X) zBRjzCVO|NvWNN{OtF-e8%ck~SmT6KgBEeff>tf@*m@k0WKtyt!z+?5fUVm-L2<3m`_awuxHzMeolWGNDH^~3K)vJ*F;bC5l7MR z*vV>>eiakKyXX-O8NMx87Wy zQ04>E7s~1P8C3_ozCb7Z-%?{wi0hzlEreov_}tEJe9MiVVb0ILUbcq`{C>24Rfh@E z39Wld?^AuX^i{u;D#JVIZ}vy7+_i-$KIY$d68r%CVr94kuYN+UyYbSEZ_TXFyJyDF zuR#ol$(hy8ugPxf$Wne_?0&mxSZMG2J0gzb-9d;>Q#hO@ZOsg4Ts44{lu=e%M>D!7 zXJ>a^Ej7&H%iZAtJl0jxG#Fc~a9wSvFR+K6dtboN++Tu?$8sQ%bt;6M{lC;vSfwQN zXn-@Az|2y>etE93#YDsFs3k(#yBNRc(4(=*ii!o(eSBt#J!dyToiBd!vSE_|^;%x2 zVyz?V7Y~FzN+?e3=lJ@1Ck|4jRLDMMjcstD&Q6dE0nDr7A>}h2qbLWsoQ9@0Z4|c! z&+4XiIAZUv748?bdX6b{D&tz) z7UAb+0T#XyH1*FdePs3)KGMeICY{Syd7s`m+{rU;45EmN`Jbe&b%K*REWvIXtC;AF zh_{?Q9CNZB2+Bx{u!N~3 zf_&<2t4x(NkT8Yin)65KU=515-+r>=Vf?{d(D;lBKOph9f>qc;|JW=jXNxnTzF3V? zFxWaQV00y-(nA+Xk;T9g5V;W<0>+`IbG9H$!(! zcv(*UmDONb`HUlPjLJs=|Fb57US1AZ&ia)*boevweLEeg|K3heTjXhF2Rx*B&=zKxTGKkSi9OO?3 zYs31?<+>f-8bW@Pt2b$3IW_WK7HleR|GfLSI?Wm;O0v`lRjaw%oWEy8B7>|g(CeUU zV3w)S(?2v)OKC41zcT1;Ae_FO34a$$)#zRCqy-0BgvdkTqHF3shV=2H74jy)8^_7H z@d(?oeOSp_eCBhfxWE4i^?dhU?dM-AcBl#HGQQZK=`6qfxMUOBY)wg+I+4h<-$`jp z8%?VuaEwy)QG+-#_V(rVT7A!%_}W(N-bvZ_bg}R)f!+4%Y07itGI3k(-6Mx%1Sjao z;I#vExI6l#x%|2K@8@SHleoFH{6cvwP;@dYc7E4_uxUf1O?+TohAu zwm(HnO4yZ_I28WunLZxv^SJbt5#)mbMPj~lvPMJq@2ahyC5s|~6B&J0rcPw06~Fhu za(_8p@0tMXP{xGb_Lx7pK~L>UfLNRJlga>=VIfU%{qI}dEc_|%e)YZ^y){lp3MW|` z3VW1-b~$(D!%|q?*oKdrPdXOgV{5S>B~>3TN={Y`6AZ64YYgw}`82L=X`W_P9ywuC zMb<{1@gi?Jwh?fac%GaT@#L}(_z?mVi;N2WpN=XB>v-IZ!wu5RM$5ydqKQQ%2a=} zn|F50i3oM?Gc9-;AGx5ZRlQb@m?64r@<()X}hs6yM9 z-x|t6^U;^~te~-{7pnWGLs*n)Vd6mRcm=y$FV3lZp7xt}=(=8ytn~$|`i!Lje$9Nn zjg2SA!w1r#6lMm5qGb-a;$s^9=O}I4B{-MPv-v>_2%h6CoFM4(nppoRs3{Q?-Kq!? zA6eGeIc{2Z(;~-6`Dg6}nPC+S_8(|cw29RoTlEU&$)EMU6ANNSfm2956qW$YzPB^@ zC_oSTxh!O9UZK%rRXGXyB&*C@lS$hCz}ox z5sx;$B4{Ywr@2V*w(6HZ)19edsX5Ziu0#52r#5GCj>%#{xM6b8M z#}F-gm3!L1d^i7aekGT)tI7cJgtih1lSOJX=kTM$>vEBAF~N&!;y7kE8Mi4%0eZJP zqYs4Zhh{h(e#44^Z0TP%@Qi=jAJ1uDP|RkD!084b!r`ZR9*$T$b~7M`AYrP5TUi3- z5G?Bk8mgTJX;oW^dA8(?Bl6ipstUpLEF2@u|LKL+MG1o;PM&imAQb@1dkHQNXS^!y zUgsjBNm_Cd<_z592^bN%~SbndT-!jfusj5y*(Xi>C!KBx$2Y!Kt#@gVGy>ky)S z#cmrRAgr0OV)Z-u(4#yjWz>g0C()da%x3$k}2u$1#c7|IK4+W6P9As zXhEWKZ9CH8ADJNkbcs22g2+ufYRA~%SKB-JCfCiK@h1b3C9(QJ3n3W`(F4`b>z+gS zUDSg3oWW0R8c)3rpM%zph|eGqtIC%vO}s)PGC+u1L8>3ATht0T#gT{BO7>e2YYYTp zVYsf6gDw7+Kw0E+vh8wF53|z0%~{qL*_DRe#z}U89D)I3=pZ{Xj4#A%9i2)Ew$okL z9wJ^F+gWW)&9a^DEB!RKsY#{IyFIuaU|Nz$V0sQI|4dz?sil8k)G6^wA1t3K2`oxW zGo^g_Svf?Na0>^3d7F3&--8#u=ZzxoPSyn`fcz$(Y0kjj=LTnO*0h_^6s3FmxxYc8 z*Ncv!ur@TGJxb6@=FTazoX@k^Lm05dYeZFP$g<5P-A`Y+B!XLqn%;J5b6U5wcX(OQ zl|F&xrO8zL1U&+Gp!zfQnk<_5k1R)Q-x}}WPzsnT0eKQu-6H-*UgodC%FL|S-)OGPc+k%yrLK)DeSr?F8@utk@NDX zla52_EOm$wv%%}l_5FkDRWfAv$LI65DI4a1q{?_K1h&mUwga}LQSMeHYlcGtM7FJ7 zD*hr&MdVLFLsOvdv@PS-d$m*wG=kjbSc_||PWUQZN<3X08t52uMiQ2-D0_ihe(iD- zbQiu(AUf`a1vL)#8TG$9Jbj-y3N5vvX zxEq09$+0|`Lrv4@5`BxelS_?#^^2JOF47FQFq{~mwHric8)-8P;%LeMXC&}pLV_%n zE0Z+HlpU88@9`3PEF$?YS`!Z$HT~n2TIO2$rMxk<^?<0yB?MFTdn#a;B}+9R47HG!x5#4Xcr^!n{xMEEfDyFpK-CFAx_*(!S({ zSHKG;)M_6HNp=b4voBKPr+gL7y^vMA$vViJW!X;AQ@93F^|9d+-qdH;xL!zjddIC; zV(AZ4NloG1>k{*bCg|wBUA07ED(Yg?aX^pCv~o)y;I`2ZBqv8Ha*BM6;GNJO^oya8KY`!K?z1p<7$WqTrq2=c}!&sW_vLB3^ol;+I$JsQ?4z|>bl`o zI7ve(WV$nnV4~7l^noor$9~BAKg-5-Wm5`p$*W_&g@}DLp`n~Kk9&dk%1T%5>m@@S zF(Z+%z5o})YQ(ExvHG)ru`h6|SIvSJF`r4wj#jJ2yxjlJv-R>e=wzEipDWRellkIJ zts(3&FGCA)+3@(Y5pK)rRmF=sK$FM$5MYYKIhJv9*qjVKDTvBr1`9T9hw(gOWFr=eEf;*9%=P?5`Mtl7j**3L3?Qxz zqOTOI7uDZTZMQsS6rZWa(Tb^i(7$wf3(5+%{nX!p3(42*kEuU5(>2Slxc z5Yq&|k1~nbx{2z_RiQgTSSA+HM zkB~5DM`Ncaf#fjGpxNLkd!zijqf8E-_;EGc(TZ#tFq6q)w{MIz2>TUse_2h;w8)nm z4rIMguXNAP#@q^Pmo4^H29pv~GA3?7Eb@nTsS-sS0D5%kR6NQ%{#O5hhNMAfSK_FJ zrY?UzUZtQ?i{NUbA+K ztMB?E@YfWFOFET?vN*bC$^CZY73pJgys@>gzB@dQFVg_AtEI(%*XPbkwq8oeIDc%R zm*ML7PY-!nUdb=_-7M(kmM&6QzX>;6^2VQJkm;4G-bAD`Ozr)*E6s{u2^^Qcwhry} z3%cNpmd-a4%#0d6;xkP~f2l{a_I=Ke-Oz=D0lNQ$+*+HvleAH?mv<10ZoDI}gI=7G z3WbEy5RJsmCjtwI=UwBo$8=Zjd_v`z&Upq>&TCJUNRq&5mviY zSqB?>tn|!dF|&R4n_uvIr)>!NJAb|E7?P0_g3Nf3Ck~t$x?;U4QUyOakBd4P&KS2 z5nnty(|$JVIO-H->?+i8BSM8sz>kfx0B4Puc=EI&50u5c)Tk2iW3>cEvB^I%8J7&w zu<_1(gR*i?$xSHS>-Mr`w0$fF^9_&OtX{ZattzFxWzUb_X58GmqDz;a7h#yaRrZkgGch4NX80i|lJR_q&GObp^*WXf zOQv3G(&kt7cEpKx4(b0VC)iXbkGW=LahKH9y^hd9u%p%y>^47_T0Oa51*WJaiV*Il zq8ra#KHJ|hP!g>Sz{GX4GA4+MvI03;x2GzbKaFmV!->Ii`ar?+q)wWdf^4ZHhb1g| zfKilsbRlRH#&XD}PqQ=OVrRD69%$daL_1~uJ5;s3j`adot5vR!cnPNCdj`(3vMUne z)Y2j`3XQe$nDZ6nd+t90o*+WNu%txDm6qmn6IMYL<<>gL4{0X}_J#AvyoS~c zx&cH8t@WUQhjx}=t<>ZX|WTHNf3iEi4@u~b7)>U6D@U;({LJ5Y0C*#NL8R(N5^ z3s{ylu#+C*0G^qliC#F6W-v?8N07D5IowPTEkrdt4tZ}(K*~togNmwd9QY??ZEZEq z3R*Ov)>s58Oh6e>)m*Yvo2M;|64K3qE-Vhe_q_;>_Clwpr7f!~YapMQ^SF!)ash&z zA60o-+x)#J0d55KB9EA8eF*0MQ3)C_H8eRX9gwm(Kc6(Xwz(Jsd0{-ccW{Fx#DJ%x z5kR#vNC@%@xPtP6e4`B!n8GH^PeQ$T1RAu1DgA8%3DOPhPBiTS_y|apMH7kLTfR|) zVRoM?OZvBWK{SYOi0o`9bic>clvPx~xHDISHUfy*;vvarCMPC0f84w=;T_;vO22c7 z5DU+34jyVCAAYy#ek~t$FHrQvr{M6sbg|rjJjZ4Lfg5^$Uo%H}qbh(X$?LSKB^P9v!V)}wBh?(s>hByK9TWkX*4{`;R745sp(dqLqH}BV! zg+=g8%LlkfFQUqEp`YQ|KI&BYQ4B9}h-TqZ z2OoIOBA&eM!6Zy1F5y73>G9tC<*S9(lYz|F;hP53G%)cEXAw^S7$Q?0j0(m{BOHiE=PUZY2AVfen$>AgF!&$S@=qufsEH86nZ+$qilGPJ~rrCQ zfVXEp;3Li!7Pc;pi4E&Om&N5qjBs5SMVuIX`2C2e6%#Os`tpVqi@gDEYx!V7U>?A< ziKnLn7$AZ#6T8DO-(`zzqrqt^A4!J<*@^yaOL{>y2U6+@SN zs-W)0hJ14=nv`4eSKP5KBiVubWGk5XBy$`PJ|MVo84mQU3xhvNd# zPyaRHj`A!Z20K9*PDaSmBoJo;-j5$JR})UfloCa}2v2<}Xp?ZAw2mbquGMkB&M$JSw6iy+dTyC7dATs zVofYgwv?q%W_&{qkCY6`)OssDmJh>^u6f^4uiC%;vf&W7r79PnVXgZX)bRl%pVef{ zhdHr4K-T@!(ndc>>(B(67?%hpazRvJ$T6$|n zJ`O{Cm=QchL5d$r#_^e}^{*i$IE$+&y)IiVmCz_x(XRf=XCu00#(8!T`J&<5CjniL zduJR_Bc=3K#X0+dvZb5?b*}{sw$aAIZD*L<$OFv{njh%1+3zYmdS&VOqmc@K?)}nu z|2#karmlgBIn7S5Do_(x4**SU{H0)K!?DOlRrgUnx5vxsuhtkqPcV;+k3n8p9^4Wf zRyWouJA_nCyr;^ae3mDEHK)Ut6#ivvhs(8WWn}NEaVk&w3X@r8{jLZ|+qqvJ=Zbr^ z5km0mlpi02j{BI6)E$~o)n9NBOCuq%E}kMh^6JVb`}Hx|Z(;q^$`7&AGEIi(UK!?1 zTpHnG3i&NpTNnkE&mLG$dM16SJ_1W`b^iS@~Vlap8 z0Uo`_QHDWS8z*B_F(D6V;3-4+Oiusl*XLWZW!T(1`gyoA(TclfOyia|QN3x?hL0e5 zB$@ygGIa|F&w}J7K{W<(c)LEFhPNzKeJ^csKl?0}Rq~4-G3q09Uga*{kXtWr^YE5} zp}3AOjurLr?wUK}F(k7g{@cu`kscZIf*jhW?*`8A@toY~hsas7`$kPzaM+ogg`7+sXRvo(y>1nMn0 z4y&JD$s_&aNO02h#PR;I-}I46t)s<|G&4S_#m0%~Wn#TGm=-MhO2qYi-!B$NU2^7e zO&38Y>LgGu{lOieX3*2+_j>#7#zgT%WpWanEEwIPO#-S`GwO|Df0J>Yz?LBL+sp(? z!%;FYrjZ*n>X<7=U&3gjR2CMEYo>CFW)^#hj`%FqVQ}XKXMyOU9ZB+b+_upA%>I2+ z&!yWSSa7v$+4Y_dKSty*zW|xpC&S~HNp92b-^`Izi?t}Auy^)QpgMzEW{NVK>q58c zNcDqUOOV;96yiGiAQT_J#yyV_2L0~SK7nyM13OoJ=G|ZUP7JCyF0cJ8=eQ0`G4^$Z z$4K-BpP5eR*Yehq^rAZN{1qRrf5*o`Mebg$bSIHGk@9I)OvCg+X{_mwhsg|@*i`zH z{(Z3lL}dx!{_f_!ZPeR6iAy4+>(Ymy+TB#8ISB7W{M1xIA50&#H%^+!alqT8@;X~! zNn+3PS3fpFAReS~V)SS~X!G(?s32C1joj@k+p1uMC%wxv(i`nhB<$*AS#5{UInS+L zpFedz@E)h)JB2tP)=D2Aew!tJ)I9h{oZK}0jMQ5|Oab3Ip-rQwr;{H#((m)qvQic2 zx&>y{H)o|Q0c&>g^x}FNUdH_ecnRT{jxDcCIv4T%4f}<|=&Ts)C%c?uP8AN;6}4ryZV0mZ`yg$?1CMg`r=G{srksqLRewrA((|Can<>99U%dlE7R)vWAF$LDaJD zMi?Hz$ESFDpqoWiP4EP%Cgq@O%&*rpH0W9H!wRX*CAg7L1KFzTaiukf;o~!=U}t;n zcrRhN0WYwM`&#TJp~l2!o$+NG5of#_ES(2Bhj3KTqdb?c8udi+qaCivH2iQ2C}pKO zA3@>3N`tYkK_6>@XU#e~#Sf-5)mF;Rp-=^ebtGBv-7NM-HPJuz%#YYW!Oc+JI?MCy z^u;ZnuV@}78IQq;xVy4bB1g)~rf&EvAg3XV+p=gFTGbSzq~BCEYIv!_?{6mWQJO}h zz#E8^Heiv6Ik9DLm>X?=YKgT<+^|GCf0 z{zQLR7eBo}KXO)R9e%$TtOoM?m3v{km|azQz~zn~(%aosvLyWDRlY~9S1@6ESdMZ) zE@$uN^IzltL#&6@hn>(1Q|bNZoEaUEIIo)PQ0g@IshyOfQ0z+9$&4}^BkQdU=FC@Q zNN3BNls+{}s@A@2UL7x1(+XBe&X-EywW;W&EF}FU@H~1uYvsv8sQYj^F*6iaa;3R? z!*R4Q?^Cc+=FSLeIe_IHh{5};*~Wc6tA{8w+Oa%Wwvq8ef%67)0p&S5A_WhqOM1`s z{e!{9-2^}WRg&cP7l@6%aI(Z9TJ6PL6@d24du6pB+^{PRjFJ+r9FfCYMop{w={{tb zi8o||J!J#4eJt&<5uZLLl&|6V!XwwaspXb<<}@XvYxd@vajG>`PyVDwY5QGQ7yJn*4iZN&88}kH8RYFD;~Nv(hlSIYrG^* zI#{NqfN*I-2AgZZ-W|^#Qb2Q1jcBhfg!dvnv57nyl~pAkPA7IW#_<%$Zxr#!vOC~{ zeJQ3FG|aiaFoMfB&ZFf>fjenFE+7)C+KM_`K*{Pe$hXT5Q(YB; zt@;Jb8H*#m{^dpZ zl_Rz3@xq{|qh8ENnsK#vSrtiy*F_O1o~Wc>&hoSaPmSnD`-16h~IwJ3Yl z$sp~UazI7XD5~}(m*Ik%=C{T3s~-uL4P=hSM_koDCb9!}JpRRp8jAEps^8CJFY$RW z3@pMDL>+BpnxrTZBzjA#T?cYX#y2Iet&9#mOB%1SR1X1zk!zbvfoqr#$qsDyp!ohKOrsK} za#+v9dCAu_g0;b4uWWKWGQ^~yKlfq5i3FpAW8T+44YF*XXbdp`m9&v=&{_MIQ_*dO zNxNM#1EFRBmSng7XW0|dxO>?TzhgW3K|3+}9j}g{S}L=Kch^sr%I_ReRSDi&lQ#3W z*-v$yv(P*+4Wkky2Jd-hDzI1=9CwKcDPfEt;i8M=Wpsbf;^E;=Dp0N(yI=oV>Ok^u z&QE)+S&60C>@nk5YaZ|o=3HoWP^GVgAl6!vhJiicg-ewPePt~?8GI6c8NGruwYU(q zX@dLxbn>c_C}%h=nzcfRor6(Cf1YS+X-`v!(jv>w&~l1WOj^1l=_Kf)55Fgdf~(Q8 zj+^A1bo1xlKqi<(C!QOxf#-oMgwkXk^?N@r+wZx4pU3s1a0myVh=C6B_?dso=miwZ z?`!9PCxM(7%C-t`H8ISN$J$tbw9v9U%Mjpnq3n0{ThqPc*xSkIx9T}fa+_j`EOl;s zD$U!}!_?N@y>toK$BJl^bjEtkbxXBW)4{M95C>sfk)!u3f8e>C-qW?n+H#qS6iw&5IjmIPh*1k#qlshekx~b?qzsdn< zDI~R(+4BbXaJSjFHmM8mqega3;y6lYJkM>4P?I%emy3Br-x$^41;*h8n{rfdW z_d&Bzf0V0CM7dCc_kGQ_f=w8+;FIu+<&6JUssjCYpFhGN4>SRM=Fnw{1tp)UcA_{T zfiVIP-5m00?{Ey$+Na^I`jyqZce)7hc`=3bR{x50tRv2ZmWe^N2+21i6xfN2sy|L_ zMC$Ty`wSIUo*A}*iUsL(ZW22zvlR8=J~=X{wqiv-^`QGMzv6wDf8EqYA<_!;9W_No zZb+)DIN7BzfP;^2K#{)_uezR1RPy!@X6``N$9tSMV$r%t3iW}{OY;!RjU%xmqD z^Pz)TDbAy9YuJE2cUIr0x+ukKz%^f9B`4&FrWh+^JI82Q1(;brjecC*mjxmIV9aPY zsL*5K+E3@A$R(125@%@%@PX zLPEIwj6cy-uTfILXpL`QqJ$gZ4;yq#|Km{CnOHH_@X(w9KIG}tHg0) z#6|eVSUSiq=&BPb-)J-?m(}0gX+jraa4+qzDw7R<22O1ZNp5z}LH%eT&1Suf;~c8M zb3F0r(iM@D+qv-opMv9a%(%M2mO!9iU%EvzDfcV!A*}GckIE=MS!)mAZPtF>T(vH! zN$GT^V;3!I!9GlOs@9EORmdmoa@Y)RBRVH5XSgMuR?ClE?)&P0ZR%epZ$2=is}Jmh zKbGZbf!xn?4Y6RVY;-znVl8gKjpK8hQmW4E#C)tXj`Qk@Du&3jj%Jdf=R1)j&&toy zOFzmi5?a%Yr>ZxIkmUGpLYavWXMV-ptrS|azGT(slbUUQ=G|yk=#L-pGWtBMx54n) zU^lz-FLqYElOWq291}LdBW3-<=k!A9;XvYk=twUdp1$;kDzG?K&v}EWDQ026V5k=1 zdNXm+O64XKoHBMV6E2XGucThb(sq#a&IJTdJzL%L;&ZO=LtmQiI>$KiZ zolKQc8B*?et*&`x@hZOdZt{palpA6X&syEhG+u?4CQb#n#k?j&XK;78dUzIba4Tlg z{>I^h?fy|(`l6cIWf(NMNwP<66e3FL4Elz&51dxn#lA?ujwq#2by^Q}sj+q=t#!^a z7*xG|EUZy|nA4ei(5)4G*>pDf-!KZGlC)2k93=JAv-RZfwIJ}p!G9b9P;zl*4wZS*D@R&h~XCCU^YkV+{AufrW#zbO>>%#gj5+eD^ zlIy+R_Y9$S+ZYlR3^qD4+4~oW`os@`>15UM87y`VW~zJT zI|vLQt3q}Od*!xO{b5h=1gn(^g;>}vQV@n3aee+yYS`shivdlS^Rz3;ou3iyBBq^DOvEg%=(Mkkay0$0crhCk=y;{OKPS{XAGcz~xy|}21Z8tdL zsWqe8lgQqdwxHa&r}Dth(JOmd6fA?dC8<3zxIx4~!5l7{}!Drsu}?^9-|iMF3E zDRLjO;|qn>$?QVRjKzd`VNa8)j4F4-(+ZZKz8+ z)p5z@(b+VM$-Q0lP~G6vt9;Qp)&|?l;g5nQ5c#bVQ!s(^b8xkAn@?uv+2(UQNXx@3 z>BoIkqZw3!>4UwLfoXZh*}m$Y60{AbY`;z$I>(n>uMGV2h|Gn69UlsZ?Q<1D&6bzLt-|(TLVSDmHEKdR*AQs=NQDK)0Xni=S%*Zw+F(u#!~L1z-?-S}#4+8K{J zJKCVLr!cm`CsL}IygF>3`*ni19hD0D;}=9dWBe43tGZlpp68%EdBju>HcUmC6BM&{u%oo$v@(y&1u4 zK>CfBqqql-y3}zCb|!;);q;pdBZIPLp#`Sq?o&91p07!MsW+B3Rn#Y#6%uc1SzU+z zTv1|wB^P4oxDLF@)Dp=VI9I5+Fg=?iXM-{Gi72>SOo6DMDOII;IO#AARfF_8rN;Zf z6UYs05z(e3!7cGQLO%~?y1OW)sP!CLxx$$xJcifJk389YQlugzu*m6V=d+a5x}8dXkPm7UEI&%jj~wb1(zo>ehbJlwxK^lyXS{)4M48B3c8YuKzs( z9nF?Y8eR5;-HEFoQW5jlu2@`P)~RDkqvf9)?}AcSoAS^miPUILo81(*^~~n~Gy~=R zTIAG}1r7fArc4UGB!9_1arY(WB3P~4?%c(SQ1|sG)Fm_PpqJk@<18GFBO*jkCJOR& zHviOa6%(u1MM8AlrZCqrd&$vgf;17k_6P7Rg=@ z+Stm*`ixHiVQO+l0#T?=(%uBZDgWO7yqplWF#G-O(+pa1;tx`HXCEFl^80V24$|Er z$%%0EGm4o{R#1t$+wn~a?>d?ONqpGUzMGy*c1zONXz6Arzg`<5q2yl&o~7@0%7a-$ z%uVN0hMDR$Y*pg@S8fP$fgmN)B!~S=c=B=H{@CgoptTeR#+*4~RlB~sJQyNtgSN3{ zo6IBwqpfk|#Y#KWuf8nP6m#gPMCg#xN6`KKa0Y_WV4HZhw!#!|*FmsbR)Z7vx58bV zH{DpV9fuj67-`>th8<3FM`LErBZ%TYCGk5+d>X?zZZ+90%-8C@YQy^YHU0M)$o+79 zjzpg*Fj{)kCBu~k-X@up#?XS-XNnaN+<@_l|8~~FE(s1#)Rt{5V^eO<|E_7-kHl3( zOm+DNt`G71XXn;Mc2q6z-iXFoAKFvQbzX-M@%g--3%>2z3HbJ5!F(zdV;}j-Z)e`0 z>nAu1dYF#mgm$?7U-;&kit8m_8UHG&53kv~fcoO;p4fsCuZwbeSDz@4sPS3_8U$v{ zqmwfPwZAX+WC2`0Ym7X)lg>qw3n~cbh0$h9e^~`U(}|#dP9cUP6jXGnA?d}n@at)L z&k=D$ZqK`gv;0jcI6$vjz^`lMu-PEDc)|W5*Ko8TF_itA!;#?R)CJNY2S)3Fms-E$ z9MJfZ8UNd>?V9JIKFm$}gVOs5c3Hrxp<}j(lVfe|CgRHK+__7l%F&E^w@k{}UWA<| zaA#{inbP9^5(jmoKg3aEW`L|jc2Q<~)ri2s5K|t_=vqO^b{{l{b4KjAWX&KsCaiW& zg-kOM3ugI3mi&% z&sZ{cVCtXP>1&bm>3Uycma^TgDH=Ui4%h-&42j7~_4fU;_M}E(E==B}KA36@NXwa= zmx{ii__#8zB^>BBTrKZ^tP)wvE9Xmu(ElyC@Fe&R!zJUrN}=i``1Tb^ zQIP%7$iw3T-R8&Q5b@~X?b-XP1Ma5&b(R-*#N-!cabpag<`{0|!|Tz^OJ=c%7-F~d zr52>k7ah<-?WfK>L`n6s;F91~(q=P>e)NL6f@j}2{A2kjZ@=MR-daEHk@s=49Sx7b z1agcMTW)kV@v@p_!8WcTV#sUzy2Y*)tje7kENHn8%F!HTaYYQb1K1wCfhh5)0zB=S zYDijQ*(Ahyp9(c3N3xT~KwinFccoyTd70UK!I>}XKM3w=4#UcKBSEIgho&}ro(M<|iZj5t>K=oer4 zLyS$wYXW+cC!!7LS}4qmi|smd+EUdnc5(kv~pp9>F9IX}Tv>P{nvRNr5q zA@q|}{#pUgwYQ1iu)tB|u`q52?z{xEtV9E6Tgxb$WPXFcYKQUz5SuyH+xy{0HqGCB z_W52#%QDzDUUPJQ;5P&FFN4oqcl~c;d(T!dX)W3)XP@2< zg%S&ZlOaF6sB=_A=?OS_u?OR0^VE%sw0xO>t4oOKfVk(t2e&By~gcBnydZjZy68L$$Qsx#p^7| za%_I*pva7oGc0H_T_59kITr|pbO~njebOueXHe8_jLXvHmLWYldml+2^bYt;PfHNt zPgI67xH*SEE40-t&-YY0a-Mj9I&7Y5?>hXlGczS~>o?g2w)?}8aotTg_@&593hal2 zEoUJzUR(c#?%F5{^04E-xa)qqA`Tfl(JS-$%oyOII>!qy>r#$s{67FXK*hhN%uv`N zijf(Zk?+nj5&eu3Lp(jv9V_J-`FuA0RRk#`u2EHS9#y4}heY_&(C}v~K5+Qez!%hf z4Y_ek;HjI?YbFquWVC;O#+8`K$;P6L0B}Qf-*a#xm0}~NsD7HRwNHPL~Ra_j{$tL`jly{>!Z+lYNC0__jX6};a9#&zU~Q8Ywlmj zzX>D~1t;}jR}9HE?b0UkeWDzZF@3bm5DKY2vlf{}6a27tc+7v_BdwD^YYbMG?pYW` z`*BHnhS_m(^hmmvs(FU?Z0fL(K!Bz_ga@pWj$Yz)sG`4I!u#y3&3yVb(v!OOir$(y zDT!$RqmWdO9nyEz!)zaW?U#t~^J^A(wSjMDX+B`XTaye^FC#l1y~CX1HoP)E!Kgu$ zJgqKK-1-K)+MIu1Ge}|Y>pj;0kq0?1xM=t+n+MNp(6q^nJdo=<`Q?d|a_JRRY&TbK z!zX;FP(jo2nc=eZG?H>Xxbil`CzR8pqQ_{F-L|UQG=^@Bz{PCg=&8(bUvbAf7jJ|W zg}5=qqMzR#jP?C)z6~aj$j2r+oo}Byy5PXR5C!P%hUa#->yMpH)f->tcrJq}CR`GEjfRk;C=9h*6QHfHh#|je;7TKEd-p}^Wr3C9 z9Fz6^R&IZEWwDRJn6*!C`G%86?v=2^diWF&ENI*qK%;2eLR~Np^~ueOV?ggjol;NP zfE&>r4jIS1{c#-G^LZBE)-)VtoUgfYAx9k?z%=OeS;zFMaX(VCthj?UcMmR(jxnDW z71cPy3=39B#;?fQBdv!mzIjIoMb)bRwj-~xhs%Gx?(@r>dSTuPrxniesO)Bba!FXG zm}jeODTT`9=E8@G7|!~eo9Q9%m0ps4@hSLX#{POf1F2ZHhVbRL&r@aq%;6QyV~Q2h z`?Qectq20;ur27r!K>BDl~ZF)bZR&rCNwwXdk@X8wI5ju3D!yJE{ul81D8}E=I}eu zRJnf&$%I;1T)I)o522{IRxTOQ`Nq~=7tHt(J6~MpP3V31OF6=yq%rwUaPLke^F5hy zVY6Lot!eCev}#Rh+%|e}lN^;>WvyRaK^`HrUCecyFV#Yv_c#EH!NQc!NnW$nfm^+; zQq<}~pwwVIy^klI!9K89=S?nJaitD!x{H6J^+A!n-Nx}{bGTy53&}9ngHOtxP4DI%gWJIw-Blrz_cmdFSUsq~K-6q1>r-4cJo z7&islY5U#0S)-dP?iX+?In&P^P-NFX>QP#~6?0(?t z2W|*_)PV29$5BOE5}M#be^cq>+7>Q6k+>LUaMSTV{mZL#_6yV{32{4jctVy!wooBm z`pgKWhisb;_^~3M0)@QZpId)rY@*s_P~TvFcw?HeHA=nk+8be@A&*nj%o8;6CA1S0 z>essuhN9wQxj79c0<8xl)=c_H7omWP4&yDlUCdU(e z5fp7|Bel(^rOBoe-yyQ^j4)8_r@V9dh3!^jRt>{i`+A+Nid)o(2~o4bS#1h8&iGv(t`TT`SVF zNkg}$K0V(yf+lwq2DmniCXd7qTSaXcUnEnQ!mK1+)Ro>gaTqqG%R~#~OJx_=5iI(~ znEB0T(H|=kMy%#{PLkLr#3452y4FoA(6TFuXuIt0a!BrEqo2^v7>0j;U;|l`27exB0jw># z8N5r;5xldBD(r0Au3NC+7si18WUS=f<|OJVqHEyB=XlV(H!{|4;_}gd&Obl6AgQpB z8T3|zO~)af;>USl?tR7h&xTno|6rQpV}e~PIwC@DO26<+7x1`%f4) z)HE=wVbbhVSDf{s7rD{rPwL_2?x>Opf*WI64^pQTYLkEerZdI*X>iWG$4*TK?#)63 zSu>`9I7YR<53|3rZ?=&3S+ zq~+WkU~u0QT7b1^tJ#4YR+5i&otrnR%bVV}6sy-Xk9e$@m$eP1N`1odl`H%T0f~1s zXgR|2n}UBSC7Uo2jzzZ1YckG8+VwIMX`SLyUc5xn6|D?LaHhD>>4Prs3-Df8lU2vc zAP$cljluSkUULQJ4}N+z)g9^(3{JEf7&jHaEI*m?A(=~!nLL3GndB@O&%-n&a3u#vU-<%dKAoC(}w~0R9WZ4I|CkqUPIBZ&|-o=!Dgq8Pe!BbcK{K7nJjh;hpD> zenWply7%SZmn(STb~jcO5d?(!m{8>xJsp#yTHDtaGn5Tr)EatcPYsAivN%jHx>Oz1 z`u4bZM5ta+2qVPx?|dXfu~j8)SoFbmD9>wnfxk*LAPJpqUIuQQ$UpBBL5WG5j^r%m zm&_#9g$en5aPW!BnIQGGWhznNH{{RZ3R{1iV9|rI55DnrYD12sa9Q-T~>J}Mwn zbvGyFgu?pLzu&~HVrMHW4rkMQn-{UR{tCCEd_(LyxL5wls1U7*%B;j>f=$$d`}YrNZy`=$D)59z9|zC0C9&_t*y$Y&FxLvRh57IqzvedEREa@ zBGaXDmRRaW$cQyih7Jr^3Kzls>@-&5GG zSB!rAv7WMXG#AH&s8MN>s(@siwSCWNEz?v0|C+U&U>ZM=BDXEP1&y(p0M;XJ^U1m zWO5{oWnq(>W`3@D`=mm@LQL+Bti>}ngDo8wMGf?wa6G+ly^zVJ8gtDd<>9+EhFPKg zdN{*ej--Z#0mF@oEPQ_+9ExD!Z?GoN=e^Ev36}+Ee(kskqhQ>^52jDR)CctnEImLk zsZbtsucj|W zqJGX;37ueCwa;BA!<~dG-dT*!Nm$Uc#EJf-2ru5Hv>Q$T!?J&e0mkYXvwE1CDGD%I zXZL+9CnA-yX@-mQhM@kN~cpK)9;giPnjO;$lCZiF4Gi^}oSj7CnkQr@F zzc}jHiP(Yi+NsF`9f{2VD}M)B4LjZoJUoPKbRgQzw5xw_~s&~4fa-CdXSM`X71>Y35e#kQY$;A^M_9ykl5WVvs z#0?wIy@r1S8ee11&v4adEL=6IE?05AyM_O;_{B)meA zdx$4S>uamJ1DF`dFromf#QqCAd8E^e6s^Y0FW2-!{0SQLYAExZ1xjDC4lGJ%_?a#}?l3JB2*@$m7E*Dewtk(hMi|CH-@3W_)v2y~ z^z%zxLzGIWvFexo_SuT->Z(su@s<<2__#Y!H>*np!3lT=Z3f?Ui4eTn_a-#;7T{}8 zSGj*ena8-eORD+se8PmPcJioj0AGJzyFaB6tRwMjnC1>=ai@HouGdr4n<%!=u_QCV z5+aOLrPrFa|47x4Ieqq(51+0H7*{)U0`(M6qRK(}-~XQ)T3D$MDNHe2{>oiNhtpV| z375sq-yg$A$IbLdG`wc9xd+x|JPD$(!N3$BQfTv>m@+5vrJ z_0p-P+hinBlPT5nP%H&=orPMsFE++1BF>`c9Sse2B7O`F(b*MVpJ9^R(8z2t-O)YB zQW5g`mVc@_*ezCse*CzuFrQj$*)X3Z>6aWq%{1iUGnQ6-+_D{(uXwoK+p$%}9Yj^n zCDot+<=8*jHS!ahXGLm!8A*SqgNNy}H5d)n@2epW40thXxvzpR9X0F1)mhs%L){)f|bn2g*C% zK8X-3<+!O3w0%}2*DYU>ATd>+!>;qJcO$ZSPuQ8L>Cwt2hQ+7!(1`ZZ^_ewEPm@qc zJ0IZrZn%;seB0g9)uGT+6K|d|NSZwK$n~L;z1OUYrc>y%t1~$@|0+44h*XaIm|Ef0 zxwO=c=o3~bK^t6``@Vm`Oqm3=nBA;XJVIrk>j#5ycg zvqoQvM;^shU8%WyO|V8m6f7Ys8|4uwv-Z`fIimq|x$Skx#$aS|DcdabY8#F?Mnqlh zX>TfqiQ<(U84G`lEWtx=&O)wb=57+}V_-5PhaTQ-YAH|r2mA1wIi;PWM!5gSA5k%I z65C4iGSO+N*A_qbjj$Q-bkt>b63t3Jb1$4H>Z-KPz=xcnRgg~Mb#s{&O6EZKfl5iP zMGi?L?rgqqur18K$&z5RP>^huGujAqfrV?iaIlG~Z*5B*>Ma}!#fAUJgQ*`%SXUWNACR<0KE8zM`~m%r zti(aky!wA>L@lXw7vWH!oTH5u`?r5GLr?bSAK zV?p?YglwXT2y^ISMn>L-F|7J#BUHoG#r8+2GbevM zpr$*tW;R~i-vk+M=CfGbXN=+^hU+bIv}3!T?c0#C^iNElyoIC%W^YVLM%>ZxJ({4Y zI0S!av?_b0C8wG>5GC{5*mfDb#@31h`{~ftn<=4s?CijwolwCJ*aYHLrN>R8k+>cl_wi{hAaYj%3Ho0IN!R0bdiIkwd>n>`DsY%;aLGz)U{6(w}SknHjAR+5K&T@bG zNnOu?faIpMQfG0s-+Lq^=U0@Bd>;F-`K51hjtCtBrYAoK98oK}OUwtucafWJtp<&2 z^_&*5)$g(-+0ja~=te6TmpXFeL%qW<{;tlbX9dWu(A_yL#qtQx30>bxyUgY|#;gki zmZN)x00YyE=&=)$j+Sp0D+QJ)C*FUp*D*3C3+_G2)89Ui!e7189`YR&o|0M&np?XN zIUJuFKgLGf+rqL-zPc+R`0^uj;llqWW3 z!ASoYQ(}<*du44^&g9*@quvcIIBaaJ3}#(n?%AaBOl~-%FpAB@^u zeB@zIC2_{3ZzMsuDn4=(+B<)xTHI_pI>?6$u0KC?$|tMZZWl>{B>=nONYzGOocMfE z>@^GHZH*L6PI&jMOMOZ=i>+8?G^oL``J-BfKOVw{JvcknZmV2U9EF3p4w?55yY!qR zQbxOj7akU_u0o>CgOS(}&ep0vsxz~qyfTEhkl*{R3}vr*z>HYsjb?v4OM+6&UnPCe z7^tT3LiOqcSS$E6M7QC4lIDjvmAI+fwryr9bP$2gw=e9NWK3Nr3eu9x;fE*G(l`ud z>?})zHSgIf-xbs{sNHeW4T*2?b@#6)ZB!n0BxQvun}UR^OtUwNQ7ESJgqaOEy5WCN zM)DWxHJ=#G!wcU;zdnE5d{q|sN+5dCM-Qf@AEtpK{c#Q>o?`Xo$j3D?V-3MMXk9yx zTKn2jbSlcu7-ja)`pMFP`?nkvJ`DRt8AGG%h(q>qjJKpF`k$|my|{|??ESD=#WTv4 ztb2GuYnhHg2>b#aE#a(EEli5}@dd*ayhX|7k$!gHaXz?n@@;=LZly0d2>OY5;9KCK zzjhw?jV`Uci04WDTCiBQhhy#88z86RL(#AbZAK0>N)+rS+$gwS1$WZT%w zCRH);<+Xt99HM`RmSVW$j}Xhq)|lD&j_jm@u~S5SgZ8w$l+dLvY)@?rHQxM} zu%w6MVLieaX^g$R*OqgVmr4#|R}ER}Kosh0c$~nY2G1kokGu^O>Uw%J$@y|p=k2O5 z`w-=sSX7TS%CSCHZ zCIgOaV_ctn8H|C8T0;19637`oX(-WZ{wv^SMK^XI;1Bu7js9Z=WNaDS?3E(V(Ur<=va(bTIX5r`{%70V3L4InE`TwzT4r{^y*sd+xwr$(C zZQFmg?fT2MZQHhO+rE7VeMbEZJ3C(n$%;7E-uS02LH|W+MG?O_5mB0iJ>%{on8Hk! z3W)_4MQUY05d=-&e{89S?V!51yS<+N?_I-eb(^nGu(}1!Pu(s-HfXp^Y#^s|qhf^> znUB3-deIV<0efu3eVOc9J{P8f9&9u$&boiCyWA7k4*z*>-bDm7M_0hr+;Etq$;!J= ztgHPA9}2Z`K+1o+Nj}N}R5{Ne?@zAiDvq6vlE6$;rghts?kWX|1XGJewNfn1(6UJ< z$GqBwA+Wd&q#z1$v(6*T|0?X`%d&*RLCbT_;m`|8<37a+)Q%3UL00jpD92E9#`b^k z83#WtOni_gkNw4j9YvW!71RG|ydCi#k)eC#j5`tq%y*?8`DumdICi^_t!T(sxTOz; zydXX;iIS5Qo#cVw>uy#>(>S$Rx~tqkV&y3##TZA+R6%q^&wH^pDSvcrB=C%54%*P= z5oLwJB8W~-9WXU~@mq+e7QKfHM>K!nkpUfDSY06})1&?i=L!We6nFiKDDK1#EU5!a z#-V{2pGhwoJCZM!UsGiXKMSRrQct>ZHckv8OMy&MBtEVCWHmLw`a!I{Z|0|lkY!qS z3&MC}bo0qWB1sFU?X!yPme-WjtT>1pz>ONLC-ejbK4dZyvwuJZoq~DC*}u>3^2cTpXFM+{x&^JqC>=`Vu3MRS3b)R zy-ui$D1WMd;j3&dmFLzhquhV&atZDwUg%`u82x#<+Vq!nV`9JQvoTH1%{~bPzY?~~ ze4kW?Q4WDHqaExt2-Bp(3>Qu2N=d<4AupT}rjZG69JsC=?b^&taZ7|*S;bNHLvuuxxccEJ znQk7y$?vYxYB39Um>%!l4bi98H#Yh!6MXFa8Ub2rY_%-+65xuHxTV4^-LqAoa zf`F4qE%8}q#qe++c9(y7cmnV1#fI%qLd{pk<%GNSEQ{R>(z{!>A(eRc!ttb90TL>) zV8&w}N^~tj*0-pqkxJk^R}KmRpd(i@wsbQyxNOj~mmJv7Lwr6Mq{0To?1H`yq*wiO z5wRd2$2rmP2*U>Rdc zn61^dSQrP8HThhi)&0L}Mpcg7Vf(XJh)K-!6$eP5;zXUy)^EB2z!$7Oe;B&^@m-@^sOqi}v9(_hDSI3|ikU@dk~y{wdp?V30s=Voq1 zp}odipxBW;IpTkOe;YXD@Ew(x@g8s-xm+o)*BJC>uAJ`L{h7T|SRBEVMJC*IDW7*Z z0vbHAJI|kyIb3&{4n2NaIF+8QN!J{t$fXAb_6JnoeO=&`3f$%}=Uzt_6OJKVh<`8A zD&*U!LmL&rCO8@q)PzG)NF!JFexWe*tmmP-E&&tW0jhs^ouPCEm{+yIq_`Ki?&<-} zcLHGv#zB9sHWQsbT0mG+xxCbNO2$zTQl>jm;GABdWy;H?g6V(1y{N6|b9bQg;mm$I^_QY`{S9jQXQRB@uh9gSK>7-}x~Lry_k&QRyP8dsd+%3Ttn$&Wl|)NP9aar*zfE zzgjkBUrUI?^P!qH&h#5?UD62VKTDhlCqpeC=N`bI)t6O8(S!1&XMvTZhdhjLQ4Mz1x3vyNi)LJK29Gy7=)j0JZZkcvO=ARgh?oM83>bFCsbjH zrYu`sTGs;f)*%W-%LNOzgA|Id-JL-0na9UPua&mpR4k?z7N2T%Ol2a|s@d!wB*h^}TkXUmbrGEPFf<{;y(xgKle-@kS- zjNeX}ptSf0bH_b{D;Mpj(*>dk+o_|^<+?{3-D$?B;8kybqsI^-I*DdTPcozGD^QwY z_lS|uBoc^A6ms#1Y;LH|vSPV?(&f)=s7z0uL7=^%fwz8ahirWf%ferUS8#u%F@>zQ zy%`svT<1Q(TT`|XV++KBH^monWKUiy@OoavGl9DJ&UQV0$TGl>{-<>8w4 z#C+!b6B1-(*@1!6`dK(_KzlBXAl0IFORl;>xA&l?=p?&j>twIpDTl+#cELYcp(FD| zgO6fLOVkKG0r!_D1ml=ei)qz1%=S{ z5y5n4pSChMJ9^uVaiOJkDjYE)>K4-9K$PA}U{O$rO9<*{#p5SwwcFAe;QZVWrcL-Qh6{OZCt2lU6J&qrX?0u|Y|AvOX|d8S z-E?#XW>jqcgU5{ie7grqN_N#+e8iB<QkRPQp0z9B|M8q$Kj+z6We! zSwH-K+_cK21-U}gn@-%R9glc_7t6L&#YoDS5;HMFW3|N^N0wWb3vEIQ>-a7oE~*;n zt`CU6Nhd+MemQqV0G{E^WEs6zP*k|`N&jD!rn zt1R#;tBd$mz2nGu37_0Lv)hG7dTr_7e~ceVOdIm2$n&GYQuoGurowMcZ4ra4Z2}KT zLVCZd(E{Z%tpTm-U#`l8zgR22k3l(?4V)C!SqB5V4pnR}Q~Hc~E`Xb-j^mo@8(8S} zRL}7OxMzRLLsJZE5Zd2MRAzKZr zd~z_<5~DCA-NUZheqY#v&Km?2EpsFuD;cc9U2)DO&4ORtDjN@H`4yEnWwis#ugZ%? z@QS0~DS3Qzo?VT^RuM;i?o6?bb7~9;WaZF~2_JvlFNS)6_a}7PAFoK?wK_*Rj&vbV zT*hOS+5y7#sN)hd{_Z8*cgU*?##5^yS69<>?EbzNd9p7_`xiekl<1MW2QK%WbC*`k zTklQxQLNGnQ<_VtFvkknbTcj}U^51m!=F@|=B>Gv2|y2l53yLI*#_?dUE~xca}OaM zcrkxzJ+-~nJsicyRI|V(63OORQnqvAx`BUH9I?zaj|=DE3c+7Tn^W3rE`a&Zq$d|% zE+d)!F3C3jHk`>9=Lpi-yB?N2Tr7g0T=E&QtE03%LQAf9M{c((A(cB|t1z%8Y~(6N z9DqZJ&K^{9;fdW#mY_-Pt_1!;Li%)KtLuNnMC}Lk=&h`YGmCG``m7*z`9S_S`dPA` z#)gy=y36EP2nk5-Anciwc&@jA!j3TV@rB+SQ0rtPaU%p+oczA0*$q%9%Tt4c@peK6 zq+;nLkfhA&nc+FEI{|`8-yYyi83NXE>IO<`iGjh~1eDk1)3R5$i;k`0e&`DhSgU_i zW?v>O&&yCKXbJb1ghW56NPb-)7(E(l%Fk67;t;?)KEY{h=ge_C0$iv;t1FZ5=a7vt zSuY*Jnu*{qY65sWn-L(faot;R7Ll7Vx0*1wVx@uu24+(FS#o^}3th)o z&-=H(gx)^{11k#O*07YhGbZNK^wEDY>J4zBu-8w%6f3*@^Ktdgz%B}d86x>efcW|8 zfG`-um;r%KYTj4QT{H9*2`SJP!%MQa?MX$Ww^A&cM}c@}b{ShCxtYbjnP8m1XHC2~ zQNf}B&iEH3E`Lx7p=n>Y600XA=CV7g3Xfc_Kq%d=KpSVZ6?A`twA?kR zk54RLbE$T}89Y5(n0p0ZvK&{y1mz`wY8wa+e;fnLi1mrD_#WDv5n*LSCR+v*sE;C` z0ocj_m`@9=O16H+2SGnIkVNd%k#O6AQj<;d9{&1bSLsOaw?Z_gXG665vvGnKF|U*Z zpB5kY+GnD{oIKBzv-=x~7lD7t#g`mA4-Zn4^D^EEMp}wY)&;@nVGml0+HuB-@*!eJ zJt|hV7R(3*g^Ya9;_CbUBqgDUDM~G$& zF9vb?%}A_~NZ_;EYMGi09NA)51Df;&Fxfs}5GW3u)=eARhnG9sF!z7cGrvD?%A!!L{r4zx_pFnvsLK52@#Z|9b-Nd^Xez~Rzqu0Za=NCN5Jb@tFC|B12kOp$$9(~bcPDn zY+k#KSeCXe%e)qvumVdg{?}cB4`3*NxfXfyYNuhCNHy<>o?E9avvZ*jci-{a9#nHW z#*K)LsQL~t4IzBlPh_mQFRe+m?UwbH?N#m#M)KmTF;CrjAA?xpndF2ne zaG$8HrG-HTmKA9Jy4H4i$61TsZ~2hO+tBNipr$lV>AEsctBul~-jD$3tSEZ}k1{fo z+q~U7bYrBLpCT+9*iahv6VU=zVYWb+=CYCUj4Hq7&gFlbOZh8yY;p=TLttQz&}OO- zcM<*KcE^al<76B+9;H6GQ>nI*OjBPYe8T!XHTcNd*MP>vcJER>q4&w83g{@!^ra z*y=TQbSr-|X{r_h`aOQ~M5U6UI$&@*J81oj;dQV3@-WqcJDk-rHgFu#8g`!v#(0by zlm3fUl%WI4g#;3}P#5)Sw_ObOCi-#q1PVPwko}V44~Csr2=jQ?L3+?epY(h1?pQ*a7P0KjvM;bG5p$ z;q1aR5rn35;|S$}kMuqG`BudIOnlfO-LA%49@e6(~?}{PTs1&(|*GKZ~^uX9( zU@u@ZwVZ;>RRel~g0-P< zPY>2L7`ts9Xs;fK+pQ?>FRL?PXFfK0Up%EFi zq885Qve=~B>ujEFEU|>rQeEP?L%R;omH*lxdypQ~QUnxc&bUfscRw%fw}*D+P(R;d%QyU?Zxd4470>xh zQajw?FHf``rFQE&$HA*AoYneP(#n5ldP3`5g4g2oNQM)ph3bkXzbMM*9wfGH}2f@ogRPpK~yY^3x)k!{*o-M z#OIXCK$orbx#nAPa6XGYN-<^cqSUfeyJv)KvEvzV6Z#3ZYR=K!iVb|ai)4R{UcEuG zQi?x>j{fV7D;1Jy;R#$P{ObtJn3Zg`Cn|Ia(z{Ck)#^F@86zYQ{}adVVN$GL+mi|R z&Zqw3tzIU4G;`kEPmt2zwkUy}4qzs(_G_oty>3?{^$1SZT$uij`P`7rfQ0`~p2GcV zqhC`*F*=}}i*2jj?JIk7TWWto7crj4;y_qr0`9|P7Vx65DH+g*exsa$-vDG z%pz_xH&m8n67NejF+h{%W8ZHnUq0f~v~;e_P1&P2g_&)g`--?2nmd1kK-`1K*1<+q zC5(MQWWkn^pDau5E0o;b)s~c~8wR+#ptkABOPH0+d~%5|`!jo|U^;&tRIw)sW7U+^ z#_UX&Cz7|)^CVfZH@?#V18X^sGoOX{ahArsTp!ZaP%1|cU$jzoG!{=Wbf z_TyL0cszqzt94+6$QP3;#k21Gru>^AgM)wXaA@WVEEq7t6HDlB zOE-X!G~_FozbH$88cbwE_0e^1W=1BnhtB9+FfHgEROyj{1S&2bOx9VmVF15fOVduF zJwY+TB*J67lFtwuP$Kixb(?2F9c?$Fj{mVSYSWO386{SWu*)K^YpD7)iZV5Ki(e`} zVGH`sk3p{~VoHDgws61^I#=GMu$Q;O%w;uI-NYhtfC?YX$k|oTG7ym~XS(&nfsZja zNciBj^4Tvp=O5O>R7|$SnPjN5Bs|W_yT62Oi{aVuC!O&xHX!{oeE6gf;EJppBC|0v zFLI+vXdv3hKZ*8heL6NpXeG*rb>bw^9c_d^T{TT9ft`Q*k)2%RS|*kZ|G~-PndCZp z!Z|E%3=V%Y1x|CU8&@veb{d~Jt3Xx6?fcec>p43ZPVRz*&8y1ao_W8TQxBqeXh=)6 z28r2x!_ce=L~L%`0$ARJE*xZ-D){k`(D7aV4mGz8Qidt77=_cCqz5%M?u3?9QW3>r zrFsd>$cCx^r6=q9cDMas-<5{f{GJ#=80NR*N35 zKXv7f8Qx36EKNs7_q18=6y~~r2$&j7KO(Orbjv%`aNQ%mmwu-I@y+LY`$%`3KMm$?Fo65F;;i9kz*_21Eg<#@d zE5d=@&W9)X3!<;uj^(PC_CV`E#$L-q-E`zGIsFz$2PK0sI2-vLtly;HGE#a84{gjR z5OYCrSAH%Ng+0x}=AdyjV3=K>DY>TaN}+YGrGuses)5CGhJimz!|%TDF++b>8=nub z!Pkg#@CkB{gCjd6EmIsa=k2SO8fV`%Kw(%OZ=bVgXS(Ba$d2L$pRj~kyw}mj5O@|< zb_>|h7=DN}`pT?AV9a%GRoSs8zG#9hVHeNPj| zBmEuwNTH2p%QqUymWl;gIM73FHJ=hBB6s1koDR+|2I<3;E<*Fd6!*dw#-fn^4addk zrza?0dGKFu{RxFs9|4D-T?(2He9@DzJYp~1;0~9imT zPjl9bvi0}~uaiQ)E%tBGaD2>QRbaTvm0M%;Z9&b(axR zta7sBf+ZI{GW?~a&=UWo;7Ve3^tzC`KHY#=CV(zZ3x+>qW=%$c377H)zT`PL_q)@p zpy**U$j%S%Apn2LJ|nY?hOg2OjX5>+iBxqB$qjNOcPry%KE1^GFB8+%^Vr7l5B^MO=<_A*hwc|y;!z+ET$&d3%|&ZQnnzlYuXisWe#gIz0b zDG$HzAUMJ5eIpi07&O4bDnR;5bsjUi`j>63qXj*3_Hl-d?Soc$e;$s$M5@e$?}E(3 zFr)a$4%>gfr9uqYxR33=!>JO>_T++16}SmZk8d$sGwJ&rgtsK zCm%L(a~;C{1uFv1^R){>55{-R7XGZXodJHBf(d_ZH|m;nQy&2qSl9vt?N+%cr|y=7 zod2Vrh&&lBS%GKwh7vBRJV=6>cLr_91Sg6-5h}phv>{?^Pd+%?W9$N06!>}e1oj&b ziOHsB^eW;*c6FC9G%^z8<-VmW&abRmD1NpbR;uodIDlxQ5&WCGmEQ}_9Xy+~IB4ek zHY$JrochkPneae?DQK#fv9vs9ORxHZ7aYlBO3n8^&&(8u>5_d>ba8sYL4YFTSF_l* zo&N+};^8_Yam@o&Fw(C+@hKMTR49@#)BtZ6;e-xBa0bX)aa+~H$?mY%GSj?XXb3*= zV^?RPO$G#u6BltX!{{=%lb-?=t1&`XoPYt7U&< z>g`L@^G+X-rcRKzYKkf0Fcaq7%4@a}Y5$qtK4sV0VfyhjTqXJ*h*%F0>iK6U!Lqkh z0TFbfD)K{sOhb^)KJufhL7M4|-DP0tqGC=G>fa%$_nv`HIhmYka&>u!w;!`da9hJ zoAP(}C`ofju`|-Z*lG`qE|I6U#Na1^g{i2bM9L91nLf%!km6N|tb4s2AGB`@R(3#N z;=dh^HHDpHa3Imvu47L$v27<4PHbah+qOHlJ+W=uwkEc1YrZ+(J@@{-Kf0>-?yl;p zUAwE+yY^boyNR-LF@uqD{|t#zG7Z2W4(rU6qFeK4G3-Gi#OpR2_5bUEZ6N`D^2#t$ z0@KfZWx|y~p8oi)-_cXp3H9bt|2Y{4{App2Mrs9*O{0`=#aVd(dB6&(a0v-B#|qbC zVYkxAvgytZr1-mchRTctc2j|-7FKv%-c+MbyYM&6rwbwDX%19adz%=H3lo@j_G{k% zm&o^21&06uqZ6ylqT;o`9h46j&h{Xc6#n6(dFes{ht6w=RolowRwUwflu?9RpQf8+{X zn9g!xq9q`<53omMSzP|(y#dUN!&G5<7(vW`lcWsQ0j;L#dH6=cwwqm?!1z3MTL!k~ z2~+i(E==cna(Dc4yueI3!qcH8b1fmzjsAiz!X43Ip2kBXy`+{>a`NO_i}yvni?D^t zzX-c`#@0rsj@mLVGWY-_bKe9zyK_*wrMWr!&IOicJ3*K;jRLMw9Jm}4Fp0hAVZ#^8Omh0j4P;Y3ZKI6>U3-p{ z(DZ)iA^fFY@%_Y^9JN(cZyJvdZM^7QIQk*HZC9o3{E6f!hH+R^oi}=~xQMvH4x2WY zN|OT>tA6(a`bQK|H3}&?+Ja#F^lZFfc0!hFaFzL>?<3}MR}i>`!xxktDSxR3B^&At zNND`gj?%(hkOk=DF%n(cQ1rgPUj~u$&{KPB{aO8Zvldzx%t3gZcU5lfXy_8sD_*Nm z`|YUqLisDXih3Z#JQ2nPUxEZ?g7)E?hQ!xLUxe7V3GO7wbNX9xy@870OIWZriflVyOB>ile& z=-fbBI`O@=gfQtFpLDf)=bXLXx&z7&J-Kq;cxCKwDE`l6@oh?^3BuFynt*W99?>Bx84I0~_DO7;Fk?EW zEm8TQcoiBL!!+?J8mJWA;z4nyUX`VviNqG1?Z!L`h(1PT@0#Ok#*kqMN%|%xvL^AV zdUivBYuAfq-`=7Bo(#QKL)amoSB@zeGp3#2e#H2KgFHUDR`y&H^iyK05sfu1SPkC| zgv}rnIKXtWbHNvq`tFsz*3lJ~Yx=PUqX_Qz&h3|RvNQ7n@q3WLf)pa=!s20eH$QE~ zz3f>ow%F}(hR$0;s;-D^(HsS^2kmIR_%iz$7ITBvMu~?R9ZLz!@=%@@NDrMSDmL_hEO> z`USkXhv`5J)UcjN)%1 zIe>2eP6E}OTLw49GS%_dJ)`@wt|NAL5cu|Qxg3(5xom+b_PnI{d|SEvo|5;PS*f8V z;FqiTNIB!i8=ItfM}5$?NfXI<8%rUp`)epNBoT6wAdeGIhZb*Wv85pu#3e1%oAbpG zgCjnf(&cTBeCZ$v=Sbac<=SF~BXDNZu8}!=^GGQ?^Q)Gvl?q{h5;kMcQYt%gZ?VKw-y>oE`=RW8 zRwsO9x~WpIpG@Z6mS*q|8z$)KVyi48-qR5pJE;Z+^W|0i6kD}dsT}ess-1EhMPOSe z`i`>3Ol*MCVYh5A8y<`Vuh&#d6AN=BppuwX0TKBy6&(y@pGig8>JMb(y`V3^lRL4z zv4PI9*#Sj!EZBmqefMPaKnE3nes8(vYgp042yMTa+Nmf6TgXmF9`w>Aso8q5?|$*q zIPmf^7=5;xT?2$3O6pk4M!^F~1?cIvma|f2P;5K+;*WfzxvDshE>?qivK|j=z=(4n zHdqMn%%_=_DExWkg~m5G2xb*El0aifpS-?^RQFL}p_j-=Yy7JR9SX2;T1hto`I)MW z4rjG29WcR7Mm>4(bxw${z01cKuqnG_gJKd9rMGK5H8^`$w@Vz+(Bm>B3G6&Exw_G? zI2p560fO=u%u|wyg$J~~gHT;NHjh38u&y6-SNMT5XgLMU*v=Q%Vdypo3Ij!UtWlga z{dy2iXmjS%p+*fSAk9H=HPQq*ELbF;b^0Sro>4!FW(FByEO}asq77?UfA+_VgM=Q; zp=5F(er%Oj#raN`dvnlv0d*!4fgUB0dV$@NY&ykYbuBtc4(>(b;w>(fgQ=Q=<&g0; zR)iv#>GT%8QC-F^sl1?FI*;DKTn0rUaIefN@$ko*(IZ1H_0H88WP|p$o#go&JF;-O zuk;PX0aC)|#;>3qcF0Tum}SESGFB}h6i*5fWzsA<+b7&M^7!gI053G?i#-|R`rVl~ z)3^@hZ}Yp}coA&Z@p_2P#>Edsxs{#AjS7=rIHVY;si$R*Vt=2S@C@}$y3wKa&f^Ml zo|7(KQXXB+3cg?olQlhcVk*vDITg*twK<=LG&f-@}&W8Ymp&W*MWtty*L7_Ft}dHRFM?q zieGS`hnEbhNGH?_LWM)*J-OdO-bAOF4~bs(IwoOQ{wigDZ?C$&lEI-~{!YM4{WS`1 ztSc6tTIvb0`yr8=`K(L8r*^uPweVT2kukGLM3JIbslvxa0X!68ER3?PY-cyP81G5_ ztIbL_zK)14Sgk!7QZ&_NORIEYL>G_ge=LI4W$0rX6qVHb!05*dOz%Nvabci$60cAf z{i$G(T?j&_Y1EEZOeMG2W#WHNSJsN=WB!|gJXkneYuOBP^E6AHoel~+#!AnVN#>I1 zBjIYR>1u9JA8;*d%^}=}`w*k~PB6fPv;^PY`M0#<1PM4wfBsT=?`z61kibJQX4N$W zLr?BcD3*2Bm1J2&nTtv!*@W_j$nHm%iyVeBQaGH;;`4gJ(T?8}QuVG1lI|+{xPnAY zBvcm!DVdn7@LXq56@fhgd5!?-Sl<9wR%|!<5D%lk1~}jgx%r}u(YAyi)=dS2niAs2 zrnr*C+{*?GmE`lGAx1+@n|-Q@>c5?$eMbC&YGSf1t-|u(o~Fdp3n`WS+v^9L)$I1* zuh^=#2pt;eD9G7ZlEeGgV$Z(un>{iUh{uLdT-F5u?{^Z^qi3~hXzqwy#trXmNkd81oM2RZRSbYwFrKV)cPpol(txG$svjnn z#P4KOvuHYVF%PoF+xm7DPlZHH7J%rOOl>%qZ?qi>AOJ&%$l)!p=yZ*(OeTKIylony^J`%5qLCf(;Z)tw|@TYfdsvye%^8J zYA%dOfYnKAa@kpFB!!uOlAW-INv?i7r&hbnho1KM)bD(LWez)os%FqOVmc8jn7-!} z$WveCwcmf(;++9o5c|uy!Fo^^{Ij?Zn6ef08LjyIF}ykor(`;U@0mydS@E1e!%zw&G^thYD2PYdBZ-nzd|TLZY%@wCPEj$7pB$DA6QVZ5pde}1 zV3AG_3n~dCvkz1I5*#;MpqMOPx(fXkyal`3Ym+D05cJQ?%HK>1>#DprlQ;ATi1>9q zUbm7fNhomg%v<2`G8rrS@K;S~tNfm=BQ=UN@NUtFmoWm3y3uS9?xrpZIrFUp*(3%siyq$`)%r|ehsMyp(d=r`Z~;tNNVXNz?2jbaCJ$P%VAILi!!ADgPn z1-imHcE`aSvfh5HMy(Ul!4OInMLL3T0~P}{L)4;JiGmhG0;xe#uJ663wJbZ$9&fFT zUZB1oVeX-F#rRZ5=oHxX4(3Q0=9Yqt8lg#kphd3KJsCA$q^LqgZ)Jx9TBSow?0BPr z&#|fO=UD{rk1zGgN}h{%+xR8X#S5Z(KfM$Z6Try=ZSv6{)F)yu2dgsDkBlQi?&7Qo zkeo&}R|O^v>iAjot)6gsSWc$%f=ghv6}meF4rhGOJ3*9lnf&D#pNgaZd8OV7#}e17 zZHA`y5<4rn4CJ+T;8*Yg7k}7@*2Y@)byfQog<*E{p>&jjnFV^DXV)sPqh#Rjq{+4t zFS?i+i~L#IjNs|S{knchTP0h1n5>$7R8w8PLp;6;e%Z4(=%@FD)$7Se8|GHMD6iOv z`c?`T9CeI2Q!%6^G@@Q%0!J%et4E1b+Gkt<2MoS0`q%0jPDdQzf1l{gZzMo!ZOI-x z#1{ll>nRdqU((81y?6Q!fI@y-R^bT1Odu*cq6hGU^;6GNaIax3j7CRG)F7KQmsUX)B(Ysp@ zjq5w&EIe(IT9XYRAV@F_g>$=MkCN9KwMTmsV4dOwA4^%ilGcioujOher`r+P zWBi>Ub3q2e=M|@RL%XHXPpMDc7zu-D=Ri_cE*%@wSrLx?Uer}$rG@NPLM4FCxd%!_ zG<-J>gA;3(vm-V7F40#E`;9c3}gYgB0XyHSq>nv_ejqH5V5kT z+-7aUQddj8`B;?+;;tY&;&9U=PEX_7cl zI2tns9X^{AGj!;?7FU|6OA=z@IWpDI z<8i}niVXps#IU8lk;QB&P|<$EfmS!)Pz&+%=tH(jF7a=#5i6IS_SBT#p7&nTv5 z8xRAVrc%7I`sY+x(g!+MmMl1N5Q^MhNNMV3hU}NTMwErb(-Q*9h^34e?@t*NrG?&y zm^k60429Z)PEk_kP6Egm9sP2?PA=dUnJ&S$SemLf_a2emwi|f!$J4)+JBd&Y=gw%j z$;eS~_A_i~BE0rL94Iw8PKC0>e0*cRJN*V$d{;b{P)Zv_2Lz?i7AWCVWyD?G?890( zEptJa_CR+pj*$Oj71NTSb{i>M+=yxE5kjW+)i)`!<&Tub_s0jHJD(?j3tz5{Yjwec zLR^c!tAX;PPsXy15xc0_)dY)B2g$8;W@_6#NPQd!*mXz&QeGO^~SD`LT&48m(u9Y!P4+{ii*k zM!azj-oF>EnXxlNVl*=8^^`AX$+vqEI<^|lkan%Lt&GKVh!JQ4ZY<<-e>&cV5s?#5>_}tO3spkD;U~$==y9`yIsAN@AL!`Ex&`Vk1I9lc%Db zfOrjKXMJm>K_v5X3|0o3sHhJCy~FQ%6B zU;hw(O63Y>DN`_XzTKXxCtAn5U9y`xO0AL}e6I!`;`>9oSo+Xv%FK;T%K#rdcPo;G z7f$#I(K=b>r~JEKUWN0s>s{=hCtcch@T(rIVpkIE@b4F~UWOlTdJ%=C!~+6>q_ki9 znd$-ltp$el$uty8>eUm*G)i2GZ)Di%{1^C+m8mL2H?k57qk5UxP+jO9|L{~PanjNX zHeedpXOb{a*>}1tr~{s5E)pk(drDvk+VQO^57(mcDs;;>Fufh64MTi%bwCW^kb zUE(zFDuCqSxSR%EpD)B6Af*oTi#Wwx^>^$;r}b#~yY}cN-DpGn_E8D7dfrmOijwr- z>&?j;yMogyGyH8`gf8$uV*;-q8GO(6?c-H?f=jGE<&IHmvtHJIqW~cPv}?h-5sBB* z5kHcUsr+dq$>H?*rJvybV@PcVRRVSTz^RoelAv}5-uIKqnU}<-XP5dBf(U>t@oak{Aum)5B^#t|HLi4ZhQT`?SAawz6rcxQo? z%XTd!*XZkGli}3TMfXq)4$(FJ4o7V=#2Rq;k9FgHo&-%{zIIE9Wvbz#eTTaG?@IaQfc#{))E>o>0gDwpTxfvnTTieKcS!zTp3Z zjp!zgJO5(W4bi2m-$hNevFx(piz#d=pqQwm=aXWlKSiWK+ZOzdTU-C@m9(oU)_O!GD!b-l$H=(c z;BE8PPQlg>DUOvv1)uz- z%nQG}X${s9K-$K0;#g?A_E@R~!|Mm26pLpaz>~WMi3y<@bx^P)3CawmA84PiVAjYn z;~AsOXOkNo+lqI+B@dPZO8f5WB?RWp`L&inZ5yt}JX0=_^U2 zF>9iw%!(`F(-=SZtb9zFW~`+CN{SxWs*XQ)YpAp;Rr2naog0r zni1G-?YPb4fSSVdrf%L5gEYvreH}DAfN!db-4S3iyTxVEguG&u2bm!|;kC^fBE zgyV>exdc}pIVQO;^+FG?$LBun4j^9ikRz&83>gu~>wFI>&>cg85-6|SYc zN>L#t;qdZ|2)=h7tDk8AU`SCyCo3eD+`HLV;ip?nfs{a1fSrD*d`K{{Sx#^7fA;tu zLkPBGw%{3_r9Hw(Bxsz+g86gH2wdF-;+fGZ+riM{6W0Xq=j#01-sBy3OnACSMNo|m zj9=~|n&+hjr-q*%L|`){;S<^K&UcG`rMZooIorx$7adAoyRcl}q4`wb<5^ zP+mPH)0R3Egrb}j7acJ0boRIu#0CPnkeH6zHS(Fhc~LjZ1f3HMpoXx>E z;m3j5H9JHOSa~UR`=BD`@OMpL*AP;}-KnSxoCzFiGx61@1-Z^0&HlMSsw=IJyT`8? z{!1ryVdc2ggcyqe_%I*dgVQCMR#j*nLc-Ce?lRB}qx(v)ZxM&?5huX$c;1g!H&L&? z7SFn$m-6jlZ*Nz^+Ee0AK&>3@;GBw(a)Y)X<)~Fpi04(?!Aeaw$d3+ylodg{fPA5)D=LK_ zS$-+y|Ej`mZTOzF@7X|jU_o~zLS{F3NsuD+h!X!Lm7QW+CfID^>DCCiP^bvp(Pzl! z5m*QS9hxIR)V3?uaTIU3ZZ$p6o55=_e^e3Y{K8a?;GFn@Q9pueInRBR8cT8Z*qphj zEDs|bp4)!Ay4{B0E6(pwMRM;2gf%?=j_BXqVf(_AGZL()ZtRboOfkjtt-#9MG1#EpKYdB%o_cC zefb4k4D!D7cDr$|M*OBm33y{l2Jmp2TE1Pb?2F~E6uN);&Q@9b`vbJ3vX6=c?`v+5-yfBqCUu&&cbr=5tb;g? z(U;;`f3b~ORMnDW1lbiffQrT@_e#RdG^qo+WY#^H!3Sd1t2b?ED~!)HiyF$#1IBti zjN?isUyx?+0=W261$?y`74x+HF%&O&ZJdqDW1dtYQlA=_k^BwgNY z>nQt?JVe=3XTa(dF-&5b{0q=u1gstE1ys(;Xd&uv>UO}sRa-JypoUD`=VZG^x~2ou zIjVIAHV-H&e@%wmgxpl)?g?}J{Vf2CxHH`{tT4hPr)S9AXL?b1qNiBv_T8%S7IKpX za~_)+S-h_1??LiWt`<5q8pW96Bvi{d_hnoH$_QczFbX{Vk+3bL6(oxejS!ALrMk2Y zs;|cq7EB6~zxDAOhsGAi&Gs3R#!UeBHaEA*lBd4|9D_V8^&qjLI*y#)co98k3QC|m z$?w;##n<1V#IgJH3(c`h)8MF}#xG+6J5XW2@kC?{m2M+ms6711C8yFi+aII9F7~~S zt%t6xT_@e%5q6+qK zS*|g^*mLgrMf;@r5+n<@`)o0m3xWD;Lio=*Cj}wN|1Or?+GMsAC9nDgCIJdawYiPi z2_8w{+;`f6_Z$4l$T~=PY+{|Q1B$F4kd%JvCN|lOTD9G7t}8aP7+t(h?@c>FH2+Am z%a+^#qvLT$M)`8HJ^5Par;+mb-BhMjakV{?LS$6)}%lsUvH;vJ7t zJ?WL*8iNMG&`gBi^A3+pxUDQm5+z41P2bLYMK(q!6bhl%-!)3J*9gnweCS+sk$TM8u*Llnj42?kV8{IWN$`4$>q7YQtm4-QvLJb6tb3wozqbxJ$ z7|SV!y#Djw@X@42M}`4fAc+qK?(N*1BG%4O@~)bh`sXRLPQIJRLfirqEy03*GCW`Y z1C5g$TccA-G@zFz;&AV#Cr9{kF;Uqw~YW+T; zj=%YGXI7kWHmL+!W#z66BZhjdEoDsMX7&;?3YdD92Cpk4(L4j%O4n@+00li1?!D+R z#Ms}~dh!Nb8|3LxdTk$SoYxL$mJF#CqnmnOBwX39G%FE@VG_}Mny@aStlG)V0U-_Q zBwCstwsV-jBPt!bnJ#5b_U%hIj)qGFePOkvH9h&}2A8zeI-_KkFuW+l;lEbRvJTBG z%GlUY|1@hqVN?N12G!{wt5Z1*fch5w4$VY7|Lvg&y}b>-vJsD-)~l^u;|n~(dqCPm zF~eJP2M60nr}OqZ-}QwMxcq5^{};oE44hh`XC9&-uaz&@qEEf7q*-8>vb(Tpdg{6! zn{+2(#+t2==;pjG7;aWI>M)l-6y~&4gk31jo%_)^M=r1q$1h#^excC}Rjy^nXVblT z;WY5eHc-!;k`_{AAyRff*oL^b{LCU%)eWB@Dc=HyH4z@faei6|av#21tCW1ic@^PYVFlsRQF5Qk?c_++H#!{Ok`Z0;0|pw#j`yn>4XZ ziK$`QFx5Y<+}F#;=#L!R_8BXBhH5Ry38{g%K)I%RazR3qKloJ9m+;M{E_p&|{jbC! z6w6P&D1UmUE6t5L2c^2$7Gri>q>YlCk*0s>1bM{)Vly}qBSuht71@bHy$zKmUfhrv zmtY{HOxpR5MGjdE$5ggbvjvcrm{}p@$zs!-!_8kO5XZf)yner|c2yZ=T zFt>nfaVLWBn?F)lt1rI(Y=UWqK-J{6yg zoA_Aol(QtcMXw<{o!FX-qqe;hUgKzchwJ7AZ=={Z#uW4^_dxG~v2t>L)AwipZhpkW z(Y3gDF_ylLEDD@y|e21QVb7>|qbsK(ZqQ^1r9Dri`zEI9@%z~v8-oNX z#L7x=MX6k_j1=n{lD?*PWl%t@YhYRo?FPG=1rc6;#LL7D+Alh$0Z!IIER5jS`oLHZ z4;Wpy;C`1Eg~qCuq0jiEjJ^d>sb==a#Ji&LmigFjGe`D8L2}fIwyfuUo;Jb z>4{c_D} zIgh(Da1_9bPKBeypsI8GK=;P7ENQYa*jrwyjx`74R^-U!u45v4vJP%btzfiS#Q7!S zr_en1_>=76*Jt2YgcrhhMu*{3p4V^aI|#W8P$7m>C(djbuRlMi)V>uSsix*JfKj!u zIDq0Cq(WPPp|u#zgDPmJ#`l6zBeK9T%9z-iIhzx)vaxd|+T&0Inp#fl&8WW1HN8fT z(?PA<)5hH2d0ZCQZIyUr*NT6~kSsLI8PESAPyKqkrx#E(Hl}Udd^(+!AcCR8=-6g( z1x-kRE&iP{$y`QuFT*`mXey;n@$FZLW*S_)mbQqXG~B8iQ>`41-Ak9)lUA=VTG)QppcwqlhgA8x)pFTNnafj(f*)HWr0l zsu*3;B8?dtE)gdRo@iJB+X!o}5-b`kUqpakByq=#IK(+#V=O5lL1VPM(g4G;>;$`9 z$_N#H*F}JzjdeVV?gjh!H)s}mJlCv7>?_k2I9sF#*qk^(6*7iTq#^>X*fgRdh)#8w zn}F#Ep}HpQ4xQ``!aEE}w9m`{qW$5VB!ChUu78ymfE+NFRG3N`mWxSeQg}y-G?xUj zfueS);pf0siGfxfN9i{$w((u$Uyq`D>@+e6iuJesbeLklCAeL26jha4dk8i-eNlLG z{Tv9Cq$p5e)~_c>W+^@tCh7r;A{YuM;v&2*-W$eowe(X04vazpo*3LN0X2?lMNujk zZZ;ly*dmNJuZxu`43Skq4MaDd28#glC?JU7B{pH(Q-*3chB(1Z0PF>`t4kf{Ve`y z7q-C*-u}*5c;#;A@9SedUz0vGurJtcYB1+2)rQp!D=M2}v}(UKaH^`9e_$WPT;=Lo z`%OmR*Z4_f*w7C@R5f>v*c%W57O=k{VzA#%Zc9Om}jD`$&Imk*YTzI^RSN-XR za%RrQ9NLU)3@S#Tqk5?L88mpdlf{(poM^}0d01(fS7LbQ5#qi#&#D995_M~ELBYg@ zFmj@CfmB(vo%qAbCqh9?L1-35anp#z$zo{0)^EW=8Vt<}tFF_U2P7N5XQV3IJ;Dz~ zl|MW8=?R2m2K9V7Q|YB*-Zj}dN%w;aoxAccE#8D2FuHaU0kCADv1p?%Nq-~a_BiPU zP!l-Dm4W+T@nhoO#NI~qSSR1bY%ym@|G{2*!?FNGt6(-!q->sH;( zLHV6O{|)TY72=mFrY0gOxtiD;-cF80>RQ!#qt{Et$C9-fr4LWfk2^WUbu7YWj#26r zQ}memdg|K5w!~BU;R%PfwEH1r?J2@apxDO0ZLBv;*@QrmO~z8v1V zOOMUGKV17zwh&ghO6+n_?eS>sMFN}oikPLW0uYhSdsJ|E%1R^!!Z%2=_5eDJo>%}= z=*=CP8sD`Fg^~a_j8-Uba2TADSP_QNj^W_dU6qbvp*}rH86Y}wE^cfM3?eT4mZAdc zzSjyp$L2^YR{$9^>DG_(ll(8xPG`z{XlmzX=6xrVt(yyV2{|6CL!v@ zD%hffDn2DdWEjc=lNJ^I{YQUepWKR}cs2n8gd)-SmZA_|Q9Nak>L=S_NC|Zd{>RUL z=S4@DGU41Ly<9e!cJ+iULzj0!nP~cxu{mTVJe(*8Jya0EaZernzHfN|Tf2QAM3WNc zgTMj&PkP=jI2@GIwW#_rlFtjF8SYNJBwbH=+$;L=1OC4>2R=9+*BqDlUtb*lJEEe3 zLw5Zz?F34Szv>DNrG~s{hCiD{ls0>O*_*7`SF`T8(4A<;U7M%yXlXEX-ZZ4`=ay2m zlr3&7TFB=zTkb0}7D^?73PaH$#Z;mndd)+oZ(}z0a~<}In;yVF!F<8rc=28Jx>=-h zO%wI@SH;Ey6!KNvhP8Bc^T)9rnrGm{k78-OaeSN=9h?X6yWC{2dAEKG+K1JY78R{} zdabGRuhx3`dVRp!JN7eW@b;d;3lrW_CB+$rg*d+O zj3o7iTCy>KY=K+x#PlI!&dNMT`swdq{wL@?&GO;cD^*jzwn0V6FSL*L5K@F!)=k_y zO+wNO0v38e%<9PH&N}{sAe10K29kH9mkSp9!SB9WzC^%N?%Z1%*`6udVs)jMz?tr3 zilG=bV$hyqZf@`at+?!H9&%esmT@^lQxpAnz6CQwm2}3ET>H^uQ1U)5L}`;Caf=v@ zlk{SD-pcHeuaN~tqFCBDm9q($Lr)q5#(i|HzYUpyENmNDR}JO^PEW2pkvX+xJU2M( zIyq9hrlX`Vt|dg#ti@Cl-WEZ!~sZ-Wl$d^iJ=r&CrRdDNuAu}l$jImPL zA4NZxf4?kZg)^MI^V;D}qL4j~Y_Hg9`d2Z1v`s51-k6KTP#$Q0~KT8^*BsNFFK=c2`+8~w_Y-hwmQj8;k!zdwN)uleOw73g=wlIsaTGYBCVMWH+s6tL&VmlpW}H>iOF)fsc{jo zoBx_#QO1!{&*;ugv{`78L|dTdx70@W2`s`h%}s};2H(mfV|aMJ!C0n^{$)Y=TeDG8 z-f;PKIRgy~<-5dDrnXA{{A@_J;5nO8kxB#>y3az+>tXyiJJEE_g*ytGw-+gx<*gMg zoaFm_9ZL3pt0yQE)l4R!^()@-vzQ;C&RnDO@r=6)v>t9&Zj(2%P?YRHdMjpx&p0nD z9E9&qKb+4<`+_bS>UPO$UY~CL0x8BB3ov`O}AxC8EDV;x>owP$*rT} zk1X*779z&!jlDUU3x&eFlBMQI-DmI_e(o>byf}tSY<#sG_Z@~MtFf%)g zqlJz5kv9${s#_<^lS^$CC_BQM^LpI;ER zeAYVCa|HcC&40juWA?$tzc=zhPI%wqozTdCSn_B&J@dkqbLZwg%;*j&aaMki`ca=L zf1VgLW5}+Xc~7pFJu{KO$iL`4v~5>_VH>cvwYC4Lw(b0Lzx1cp)bPEP-$FnpxR+vL zx1kE}&f7Ff2v_L&UNK;T*&^#lxOmsZMMwb5^-b2}E$`X6nR)QFWa7R)fcI-%voKxtpzP6@JExLC z&g^icDg4AJM8l(fvdJU8ux_33BUYu0PJU||weO8$p|C^N%NCGHVPGuQNECe~Fr+Ic ztZDoz=cYc6l;mYhB=tVXdCB>hanybODHNIEKIrBJUE_OEU9d@zhel8SX3d-4GfH~V zL{OLNy$k!X!?gO>#OkrBOTK~nUb8&Cx88c^%^8yYjAG@2kl*L^TsJcMFBp4(D*PUG zfH{%1H74%nh#2{EZQXM4@7Wb z$;Pfp4aX>JXDnjiY(hjO!p*|O@`H()`M(cSVK~7<|EcZNcusI!95!Y+MllOVC+C0a zkoEs5MHVJDwtq^I3aC=kar);o>+@VQYgEspEJ1|K!^88PQnn|7UA9@aohJ*iuUFVD{rp+N8_Q_l#_T>$9c;703F%l@hk1mO-Jn{Q^Zs@s{D#w4XYU=R02Fkl~r0dhlfZ)Gyr%in(x zOjIcpVA)CognF^COH~12v>Y z;$+%T+{lvJ>q~+jSP+hb+BvN;vz#|lX@UaU+u)%66al9vAbR$#`d~?|p3(Nb-xly% zMP9;^Vg3CVBLQBLLg>o=5rMn8>z>$?oLFhm6N{7-%JQ%~cMa3m(aG%)_)f0B&aYoX z6M8e#j18h`Qs+ujs*DJ>#@$x!yAK4`XJ;2j5QEuf7OtuR zs}3nLA?_~W!DOV};FoK1vw44-In4hoq^KtOgLX-n#Vt~4(e+37YCp01cfC4$-(NK% zA{cy%(=dsI1nlrg$Y*$*kBZb1W3lRp55Ec+>jF$ztIR&o@d5;5XywVFYiOaw`mrKM zu@h}lc}X4Bs`G#LR1ZaeN?WaZ7i_C)lu@*VqsZl587L1TX$swImuX5=ID<7%O`!X1 zETN5`Vm!_)P-P6BA~+8&l#Q$4lm&cDb-D_F*I;Gt+ZD;B$qE|6Q^}Nbk#J7eM=n6D z@dv5{1=^|z)HdjZt&KL)6%Q9&tg0==&e*6?t&N13f1WT^_?cx-dkFVu*T`lc(sM(c}iM$KYJ#mgj%T(mO zne)vIcn$F6YW5|$7@3a#tcgh%^Q` zDqYI{ykDSQyH+&`_*GFFf0_}#szu7`M$Br(ZXvU;lyg=o7e{# z<&=2VUsLtEwzg%2zi8d5f@CFTdYuL5DJ*TkpH(Ni-)pBjyh)xGRpA>x5)T;iX zu7!D!L>{!umVl?vO;FY1O;RA=Utx%hgJpRy8t`co{LRTZMsi+`aDNwvMR`CJF;N@U zu$XREq+&Y3NrM=!|2SctUwOk9mH2`I9FppWzx^qvY6vdsI0_ajh~`jP6HL=Vl>8$XA7}xERO*P)%rO2_T5(B=R&JLj>OrZu)DsZWE}z~L)qcA9 z8x}hA`I2aCkoP<03eh1!RRCi*%N4aG*cK?M7}N}sw!T_|ps#1?uIX#w9#r1djr-@C zjYAPDs;zEdfv%WFrH=tFjrtuNW05a~>R@Jt`1b7|hKN0~d5>v^EAuvn^*D|*pVbW| zX!$q1_0lBq7N^#a(n`SEGTEufNWzI$n_&)wjd&TOEnRccH-t63hT!EvOVJy)XNCP9 zTw?5MWOirWtQkE?*NcU(>{m$sq&5XZM4>+w%Bit`rrxt?_ zb-|@%6xS+_D65eTbyi)QU%gY-WCZ+SSs-@Sp)uL`&Yjm*&3gBFi8 z^=4YIF&l60?ac-WmQWsc46bug*aR6L=JL;g%|`gSk}EUyl}l&Lx<^r5jk6YerhDTb zv`J%WdW}TC*MSf!h->~qsk$cAw4fH!eAoBrCM|(w#ypdmYmZQ;B_PD5GZw7*XOm{)wb@p!oKq{foJJ*r{waQ_KMzJvYX zN>va5CkEJ=bl@0&S$LWdF|#wlF{%-1F%z*8G5?!Xva@q0V*bHF#6+Y7$0%uQYWHu% z`QMQUk=9RkX7(Q_RMpKg5JN*;z$dIE6(;#kkn`i2nbtApZN%|4nLh za1#A*s6sx!%nq)IHhkMfso6+HEYcXJoBy32CclMhZXMnoBsC>+V89)1BDhK09fCvG z@1rGSdu==YH!JHg4+%+6b{ORuIbV=uo`fhE2Jg+Gy)RXO;b^E(^^yM&7)2m_b!HjP z2Tf5%Gr^1}xdNPt{=ZXZFq%9#OCkipWcwuy7@&?NmP;!a@hlI6WEOsNHWzhj#VC3f zVrmww3OSfPOpwP}fYMoz@L>RC&;YqOPn?{f-VLFTDXNz$>bB^qXP*f)G0u-VZ5QMH zMk9@sor&Ba+uW-bBvRyk8;uUd1}ViLcofmYLY;iAyRwga?#UUPJzTJueuY9)i>Fq) z5x{uT&oQ4e-tjZH!Dm@T;S4Yu?T5|m$Icvp)Gm+eS_#o9`zdbSuKFsu=3MZ0!@pVX zySeUMqWhLL7XGHRyJ6rHrJ?+|MPNOiwLYVkaZ&4-j+e#5?dE)SvN6|I;3R$=GmZa$ zCfXM{p0m8>h7&(Pe=qXxz?s+@JCQj%ni$yp=hn{963)rlz|q;=(Zm#vh4}{;8w(sc Kxv0Dt-2VVK>czhR delta 45908 zcmZUZLvWxC)3syUwrywPOl(asnbWZqNBO{MgiTPoGiT`=pIFE>UV4z zx)L5GmTBYUSW6Nb%M5ht>9k4;DRYXqLDc1=ky>u-XjJ=P5W|3>{DHdNykzSXpMgW= zPxQ&{;{ujTYa@QBgU6=kXrk(Kskw~Ipvu*zzB+%{-y?-BTPR$%8+EL*)B9w-ER^PL^DV>;6pV00ide2vzB%6TydiQXDe#!d?u-y7>uqj@I%`nRn1+cUh@RjU zNOAf8Hx=#(Tn9jZ+-z^s{l+x#irH6eBj|4p3^F4lXS$p=+= z9n7({5V6s!nY;#29C*pSo_? zuJ-Q1?DYfgC|mRKRb{cJ=srZ_O9SZjYkhCA0K$J28-4K{Q8mvj5U(~&_YVHhKM!=gY|K0n z6l!!8!3e!q4JtXWA03zQZu+=PowL_Om|1hnvui=`%eD*$VwOp6D0VR%Z=k^hH3*Be z!=h9RI$?nbI%{Sc)wW5-rKZAD{S_@e8bg+Eco=haJIRaD?bf+2c41ck1(%=#%hn@n zZt6z+8_dN9x2?_D(-nT|E_5@R1tYmfhUd_XdNf}+%t!l;wUv(>f-B+X&315`jD%zt z4F}w0UDLl+WjsBJD^oTMiT^@iA2Jf31rgn2d6Iz4`%faC9xk^N=$bEHC9Rj2Kd6Jy zjgTKn0a%w79|dZTxVb%sDu*iLA9IC2qpwO=eRx=Lctp!8?M6A|_0=nO%@@{-N6_#% z;So)~HBt4wy@!x&aZcD*{#tEz;0x)E$%v?TFt15E>9cA0M0gARQSN|_PiXiunn4~| zKimL_Z=CW-2~zoapcdf<8=jwTl?k0CWUii&j$tzL4-Ksxt#6orz<(Ug_4a(|_kNE- z3&7`ONgvB|29|#MTEXGl8+=mG-ZUByLx&^X0D=lcTsc5iC<( z#8_tL6IWdd3(VTmUk52PdI6Xh=hCD4O~jiN4H1tifB1Ii)94xlu#?=(1h^qG*|GG= z6kqWKgMw5bVT)JeZYPkq2a4hXk|cl+u=HFq>I}phRY7-KL~&vs-Ev_X|*1xxcP5-%c%b)aZF4zQvy!HBq+6`sXV3~DUc)^yA;BB zDjUJ#X4=LfDq-K=0T;pStWVfqme3_|Cbq^-&W4G{cm!*P=f&F5KjQm2eAlB~D$SvuutHRi(D#-vf*fi9So6wwfg zcTXba>Acl$7vU)Wo&*&n6Qtwa`5BZ-d#k2kDRzd;qx-L~>l5DseQ`gV{Nvf1sd|wC zMrvi%WPbyL#>(T_vvBCxm_=4;-_nwoZB$pKf+40i@9V)EA)pu^96Fm0xqr+o6eWfNcR+p|oFWAZt#hI)XyZsCj&!MvmiONAM}YPwV{0Ach03LwEzpVY8$;-=-CIR{ z^X*@HuKg}$P7ZGM+YINZOFy+!jQcTp%P#Sqblo7o-TfD)LBdGYYbMh38|L>K|7OIc za%`J!8L?U4a*U)Lh#)Iy6BgBO{qHiv2c7ZsRB|pM z^YEye_s{%Y4|!p+YI!^J7wC3W1B?3pRIRP}!H9!Wx^ypC_KY%KHa9<8=Vf-3_PQ`y z8Wc()WywqF@sY(HDn0$5&psD!e+xuri9jhKc%R}~mbsCut;ixAi-O%RVx8|74i z5_N<+4nViyYkb)`qfD^jd*kZ3O={YDFxzh+sk##8)#1xU&kaI%!1wA(C+oF;IuwwFeQcV#?OLDe$LG(3OLGi8SgNnF&A1 z<}UeaGaS^U5cwr;2!yMl!6v`+)F`uua)0V20N}XSh45}Ffrfyf{kv#``E9hDSdW77 z3>ANNV(EbqC(to>0Q0-foruG93h&YM;tiUpDoSbz>mx;2SSa5lE4Y3z58olQ4K-pY zh5rJ>mfU&8lw?a;K^#E{@27GQv+YZJ=5ll;k2mTB+4eH@&QK6Z6RbbX+hKl|AcRVD zHQ<2ML-UH28zro3vIj=wl;nfDZE`1N#DLuXd=8Nh_FgHskax7t0Wz{{h!HGd@1sKD zUyag~sWJHHkauEz*iW^hFC#|+M-@=4LsS~|tYTYV5QKqlY-S6cLHl)+YMh_sqwqpm zm-iX9i`lhSm%+0awJjy6qAIetSVegi3N(qOa?U4oF=P*tw^2^ZHfnv0jwck=d{RV~ z&4US#E*iI8p9j$rBsMx z=Jh{zZV9GQOEO3|u-EE03Z#&R3`)hg2catV`VC?Ej%})MS`lnb(>M8p zvlOlSMh2_gT1YfLNBM(BE0N&L0?4Rqc=AoUt7k6K6#Dy0U^YfWl3YOqeO+Z?r)TGR zD#odv=AYw~tf$B}65`s!sS;fI-`bJ!5hgLT*Dwj~dk9d}Z#{Vt=I_@9T)Oa)?d7gW z;8<4o@MFQ6Cll2ZK(QHQm(iNnuX6}eA(_2Y)w7+oq<6JK$Hm-caQyB}fxeC9MDCf- zu-~{J&wh`RB?IdeU`mNmi8B>3%1f$pLgD4Ki6lxtW>DrYz8TNh!Q$Tt6y3damEM`q z{qBv$1+@r(!$Y$8Xd2?!TlY!L5$d>|YWi{ff|FC6vM-Lx6Vtgj1gxzwE{W#Jp4W-O z=|Grif%so-8}Ei_1=CHrTZJ+Z z?iCm8Zi$zZMFi^G@B9gx?(siB>YD$kI49L{$%2jGKq=298nq;O7`MG7Df|ZIxl+ZK z^EL5wJNY4oqZ~uU3Q)%Q*$G8I4L40U+~9)`_VMi}gcop-OwGi{O!v^HnBbZ!cSNY; zo=L%t@uEb9g7)RzCx~L_l4F5PTq>dy4B{+iZ9N4*=61^n$L6E?iv>w1dBBeC7<3I9 z@kienVj0R)O3^ioVi7Rs{dx2Hk8VFN(|;kG@r5TS9sR-*0$ehp$T834_D>9r@|au? zInwUNg|+Q;==HeBg-PF4bfkO-hh>}cQmC|V7>l{5L#~efEnvLw${oLW0^4i% z=k!yY;Ut+l!iU~MYhy%zaotwykCXjAEkH1$%=+l!99UdPz*CvzG!a~Jx;FDSo6xHm z#MCIquJa&t0Py;_u}$N!_@fr65&ufs8~VW*^rbd(x668JkbTcP5&MQNogK|OtSKY# z4#k%gT)3A}dZ0=6&SOP<;e%Nf6@F#w9U|1ps8G;npEw^=8f?!=SG+Vp=&~v_^W*LF zvWWh-X{EN=p$ovx%P0`lKsSa9Q5x692$r+SF)C=({>y(e0C^xcE947eIy+TyPr0M+rH6$T zB`8q3JT)ld+oA?JWg% z3zhz9 zMfX+Brz9}?H$=USNBxk6>UNuI-MFqlzu47PCzkL(wXZXC78cQC1W!aTZ&#Et1YMD# zy6Ns%=z}X(mWg9`?O9OCAxjF%a-7E00PA}vK<|UubRT1hB4Wi{fNR3ujfz>(bWaWY z>;e$3K0{)2OrVdF&ka&R}L+**9~hZRk`)2j)AZOeuJ2^ z6N{95*LHg4W3FOdq+$_x_UPxue(|9B*efZQ-|5T#{nU-l*1dR${rG8&bd7U0S2KEA zC-xWV&Fnom)`_bTcD;OWuWg3OVIk3&hgahj6%cp?Fs zs?TJqmRZ!dJM{!Q|2mG^e{w7uAW=G&y7CG8-T1GT(LtD=J?Ac1 zr)~+ZngW`@2Ap%F9MknHy(kjCq|nn7Vh~N*p<|1hJ=&fXO8D@JbF*(~927|Y&i^0T zS=mxWyg@M<3pl;iK{*fmWM2JOwsET*UJHz*v|#gFl!S0H+){3CZsdA9PrTP&4_VL8*W5UD z>6+7=E6rD4(V%L^6?k%nSbx~_IB*Wf2Ztxek(Ja`p!w4RR<+U>{WWZ#N~S?vO*J$W zDCp>5&GO1C5pgIi&fpHAZ`!oM)h6{w+v5Nj4UHcZbbbgZ5Y8byj3B1JK`8So%S%$p z;}C_d-jJ0bJKNaO(>sJWh2xSDVWgm?<3ad6c{j9vb$-?K^$k9B&R<(QnEL%KZzo(G z7@CIq1J?jD%1+M;p43N#Qi$k>g#eZYS}lLc2>M6Xk4gzUub8yB1~g7tb53O`&nN`I zShja^hT#83#)d_dXT+8CD@to9!2l_nf{B}(pZ)k$MTZHvX*GnPu@e30c^3u)O6jF7 zA}r3zW$NoceuMiV?jkw6*1v8&^|UFArGb7a1r}-Z1rmN)faEp1y0{#g8Qk97{AqD? zaxj77*J0&f{~l0WSRaPm1$Au!7ybcc`#<#pK@Q-*gb$sYp}s16uk}D_*3-a6n0j}l z=XU{KLJ}3x1QOR306h?9@2#`sv!@@FNq84%s^@ZfrPfqdS4Z9bV+rmE86YQe94D-) zs>zMr+X-05+2uh_^}v9EqS;PQ_ju8K)=s?c*nFjS@ZdDCiFxHdmk@n-8383E+}PJW zO|LU1nSmlqTue1g-xV+rTI;LeK%?7hml;rZ;-m!>DE z_Z|MFrzocqPux2(j`-)`0HRJbL=DcE6x7w;ug+EEjWM?fQJh+{t`U3Uo6wpcWflDJ z{@Y$_-H(9*u(I1b9xZ@u02~~_$ECj%c?N?XMob}{A?v{W6hQJy+c_t$L%t^`?ASN# z*u}%1f5iOx=~rCd1%J~OO^I^ne|TVch6K^Z*9p4w{&D%D7&JHxURTHJ797QQ*hccH zs)u9@3w853fnadgQ}c}rwhqM55guk~`-wdL27%9`M2low#biTk0=~bqn!e8{FHP-g ztZIimj!17Pv)mpd6M!+Adf~)3u`8(lB-<4NW zb@U_Bzv{w2&gONb=Q2>Isc`W}?_pX|fpBB2N2$L8)`Tw7a&565JKztGhMA?6zWqXQ!N zjf({W&kl0|Ck@Ke(cTTM6_6e8Ye&P4?I&^3da56W-%IudeG8&R@kR0*B=V4W5SsMK zZg2qZPyAQlDhLA`fWq%5@r1k&QaAc3k_CeGDg@Inv4&E`>4Rvlbrs(QEGmJ9wi{0onXg&f5r<>E~2GlQ%+40xs{4Y0Zm>mG> zMUfO>lF}R1P4Ce9RwqcXc!h2dTh(6wpzXiK|58tm23HxF|5EI|cCO33*M}sf)c{0B z@4lK2f}|`jkIWGvJ~2V-*FGRg|Jr;9pjcdf1)zLh{HHpQ022J5&D?R_I5m_*>(8T5 z8rZMGb-UBPW3K6ATcnhyIMrLbl(>rBZ(uaAYW_ABe|~5V zcUaWO1D0*m3)s-$i<6ZK#i92vj3FX;T&Ask|CHuZ*cQt9W_W*xy<=YakCI8O-mJJ+ zN%lKFlpz{eu=4_^00okjYn;4yeXo8<+I_?OR1%aBrl)UKZtJ)&VBJv!>)P@XK=`ow zAR%k_^!t|aTeN?7q9YOfZntVn3(Wr3z-usk?jZ@P8_{2Yr9FGa4sw2cgBNujdq*~t zqO{Aq@4@*vNmP4$w%N~Jp*YX|dH${2_|=D3GyR7@FD4rDFyd7+ETO!zF}f6#{*Z74 zs$Q)7>zTXo+g$kZ6e?zsK9_YKZk z`X1`3#RnmoMK_P(5CZ4IhG~)iBGTTcP8QO5%ZP}5EhEs>(){tXl$LWC-S?5UK3t~mh|m>t9?+w&}Pq1~hG4~Z=h9l>gA>VP~Rih9vx3J%E$j zd2-P9u!O#(`w_?B(zM#1YW;I8_l)GAI)}(|iQ;ZR6=qG0B>p!XN@9)|&G+N)a5tXp z+wn`+%hU6m?!ax5`Fp5-o2?K2pfCtDr8fh7_Q^lK{}x~)1rjg-08K_%sOg0}nX?}s zi{9Bt3xU$xP^TM5%jfF;PW7~F*U($T@8u_?L)+x3ec+*Gx^yy^S$Q&kP=`&K-uztw zz2J7t7pLt%r-u+IC2&}}_$y~o&Ms&Rdp{2Mv1CnAy!3C#orw3YV7l$$RA2t4610y= zwZeuKV@$K8=P80^03kBJ)*&kTrk)GpP}T5w5&INiYnLYY>F{Jz6x=D1yW~K>zX}%* zi!k!{eRQ<2eYw?#gS)CWGNVwQMHo%h_E4ntt=QDLOsFEK=HMI@Gs7`^-*Srj@-=K^ ztW6)@ab^uS7FMfU_nDMwpLMQKM#;|K9*b@fhk0CM$sx%dP*~Kl@@&keG~^9(vYo+f z$}eabq+gd%K-RN__`Oj|#?!w@Ox0Eyu59cvnOJ!sKt~j_Csr9(avtZU)P~_Au|eoms3d% zIVW-5dV^U2h`4vzylrn)VIGZ0d7g;>LqDuwwALL!vAQO$Uc$b3X3r6a4Ab52sfT9j zkJe%m7sssM_hSjQRk9mk6gPK7*AoEo;RPcLUq)r!KL6-dpm`RfQROM@gdhK>#42<> zKwY9ZaOBuScb%Q5j}IQAY6+?$BNf#R=S?u>e`Ib3h!0w#o3cN?H6q5?+6|jBsVQSm zlywwcTkp&r7x1%S!eaNk#b{wcZX!|A|N} z+;o26gM^zhGW)2V^`H}J4jP5y+%n3jm$mr{c!s;!4I)z+{R6`kivFud3Z-5>)`o3! zlX02Injji(Y6PL_DB+LDxrQx!%#FAso_CC6SKeozN>>nBNqD2f!i|)C75`otx2CD%N&Unt9B5a-Pt_dq` zfLu8!N}UE+Ef-&^Km1i-_@`e3bsBaKot8)UzhDBPIz0I#v*|`hC5ZN087LYoMfk|p z_p;2!uKSolg4Aj^2(Z6kq3=;z{;?>%tid}+z=Px6J?@|^d%KXw7ghjYem6G!-XP9TF}#=4Q`UVf)$M zupCJ_h1_kiDPo^9YW-VOuLIS+?9H!swA=Sb&B8Xu#gh|0!QoZvp-7>*0vGiez<8CD zB@`sO|2B4RfqBWeh=|ccsNo)sr+{i)ZWj?H%l{Oxr%Yz&y7MZfugc$y@5;MpT$uKy zb<#bd2CGMp=e_;y%qodtFX9s5^ZKx6R0US-kkppTQWDq;8n$*S)^Mjr%3wV-b`#Mh zbm}l7;TL*yM@XI8H+*&F#D{wV99vk0>KSnEd!67QV^29K6IJENeJw{TK2uovPjhC! zV=YqtCSp^?-{{m8K>ddtFvAtnZ9$~WIf0Nt)q}TRnD%TiZ|1ic=rLM{u{g|0<|9qX z6u`J<;DIbeJ0-=>CO$bh2%dQk0dEa1U)s(;k_U@}jbUmAyJ)`>k0`kX;Iy+ZLv*)i zcq;Y^r~lltJ~PQwUs#6{4DH@I(AtF@(X3NK!^2v^)fI2vFj?N~g26E~ijlXHzrZpQm`s_x64$h<| zCB^xp1?ILHeR&ENUrys1J!BLbn8JRLMH6X!YLEC*MGZ^0d*qt}Q^z8a{wgunw6zS# z3qd+rKk;3JV`WI(eq;vrFYxIU54$v`sy3d{yE+7bd7M>+FK0A0xKHWE3?v@h7z(t# zjI{eVbGmGWC-m`0m7l~0)hl0Seayntnt+cs6SKI~2^F;C97+L;YPIXxm@>=HXiC`k zVPVOHb;+OU-sLy|H%~M4#8Y>oNdpj*^k89*i#)asHO7ej68B1FJ2dIi>Yo^=-?*v< zKLQ%sq-H7!WWW#mydYAm0aX3P!1i(r93L`4YqTL5pr_AXcJi(lJ%fZzEtPLN?q+OQQBY zJ5C4es5PD%&gacDmWOaQpbaC|W$1xawj zGAVOUi&k9bysnfva{N;IsD_=ndfjDWsq=9xHY1V!Vi z-PPbfV429maOlszECIU_p#U)MSDRM#S=>WRK=suR%QhFOpjdG9$ZPnlfg^hTE?~+Y{EpQ3fZFk z6xus|W)dHW(5)$8e67^NB`);+1dZxII{)710!aQ@Q`UZ_T!))%e%uQ37j#wUvVql~ zHnffk#7brK^!Fb$iO8O#24iJOFWu*SmNHMOzLTe@@Qf4g#I60%_VA;ILk)ylv5p5u zu~gHw!C+B}z1Nk!%d1xydF?HKjl3(Rz1S8Glr)K>-S|b;=9QhBqFA&Di0OyZ|E)N+NKo+o4-xn(g7b=2(C>6fc#j zG-+s3c7(hl-NAJsb8Ce^n_3fLo{k^yOp|2hRPn^hfq^lxacY@m@gy;yV(_6r_H?>n44fwLC$_y zSynmh9NM|hrHjB5)g}xvEdijp`+Cb~bNFXi-?9^DzlYbk{O^M}1HXWMcXyL;)gy|W zVBRD-%7o4Y1}s~9YvYS!1}!poi;|J*?r>AZVncn<50wmlGX4QZ!3< zWsjBg+%9Ki*o%%HRe8{ZlrQrOv)Ya?L1*jBR;FX44g0Xbm5Q#t!p@+otQ zB^m#e;rG?_UOpj_<3>LORXb6A-10BqQl5qzik%kDpUt3d#u1*dZ62!FwZF_>${~u= z*1fuxw|{F&`1h4>lNF*$44<4A3zQpC@;ZUHVDlqSs}-Mz;;5zkKyaFWX#zPz#fv1N z`_{G#agk_WP7219RX5N!%pdI~G`{=5=g70xWv3Y8rZZa8PQjKgTZmI=hYL!VjrG%3 zQVEjPHfbNv4$h>iy>v1YwfJ=T`UC;1!;5^$*H|qI&rP6UT)ZHT*+=@yU?drOC@!@;LHW#UGvN1Lv(0Y~R!mrRMzl=?R zb6l6J%p+cmc%(hf!ds)h__~iTl_4HqVKevc|uvTx`#te$_AY$ zoJ%gzyAoxN00W#oO3u4J#rJV9nwDjB(k11f);Si#%5zmcMclV=TLd3NeXiU4}bZqj@lPA4Om!nReE2{{RmxM#<`Ev1`s~|E`ekv<&5ISaDuR5^}poiihP2` zHOE135m>J0H7DL0qL=cW#k1n*$AfLW)(iYC0XJQK?xivxU`p4DL=()Us(A|e&l(XT zmD7Ig&f~OhHMs{a7Y`RpC3a;GT5*};PBY@J?nm9)r5NZQ7V}$xmADpZX==yD}X=24nkNRlUc|7uo{rM>Ev$e&|k#XC|b#-k$qFln9^1t)YYAzq;XNDj~mm?Qk zIZ!J_m_(nE_ZNww>6^hndUvski08Zh2Qp;l6@eOanO#m`0K?y&zbEe z$Ujp4@_^BT5u)d`r!Yx2H*C20SHhUX5}+DlQ?B`GIA@HJ+qZr_y;0*pOK&a9oZaD4 zS6zj_@?KIB6z^UeuX>V>MmzMbFfy2D($6Shb(ZsKdWL0R6^6} z4Sr|E2wrMQ#`x|9%fJ$&El+m+v^{LTeSPGpZU2U45%&E`{eIATYFTf0FX*ElXuWPB zX33$tNs>OW)*ugXa_b=tWY~=_1@r>R#WDch>53}Olq2%`OGOxg_1UQB`1qSf(Mz`x{g;M`m4ECKEDdZ89104k6{9~K6{TAce2nIe{P=o{jg2pC0Q^OoIJ1pL z8Bo3Vp5DLz_7caagLlY5A&E=c_>gi|_mH+PmN=GpGeaC#^{QK1M1(vF z$e{AcKYQCXAFLeTC~T3-3Zroj9vYCsde3l(swWkdK z3Z~~K%+$`Rsdh-tgp9No0Qk?+wW~Iu#6%UUhw=Ijt1%%ubUBF?pW1uXIwkD+Ggjzh zEoDaN2RhEEd>L#(7i+olJ{ln#L~`8<*D@fCZ9j{5u(=`vP~WceX76`fgAbO|RA{y{ zp%Eych!^)~!hQuwsbI-HHt+8`zbtu5pm_XnK${AS35?olg%%=81S|-)#JC|qn;gN7 z9~|PS?Llc-&(<8DjOE_(LH)VPe)tpX{RG?E%>_$6x`#AP%pankD~`bXa7XB%RWW@1 zYi-tNycPvbDsGI#$yA#FB9>x}u@@h?Z3ni4s(i$j-FYtyjojgBd8@W>ta~`XG!@>$ z?5iah$D?2-l*zg}0hIcN{;?)?o>4js%V9|#xN&GC`2im4OJPpzH0wpS%fQ(#a^S15 zI$CB$qMV0i#;ti6n9VtEpGC}njL9HrIwIikY^9atZu<#g$Z4iFAmJ!GFGtV)2o(^8 zkNMU*oJ!9QGh zPWCI5*iAVc+Pb82dk(H_syhC1tKPTKGrx;;abzZPg`iU4j9@WANimN7x}XW>FME6k zF5)}WzTP9PFbTJECs$S$@l2-ORg$E;E&gEZTdTz#R3WM|wIq_2Ojx>Op>+p1-1 z^y=J84tCc?0N&BzX5VPk&MtZEs7LM>jbRD6k;_XV3H|-TGG{F!+Gwqqyed88xI#JX zsqTi@qBO$x=6ON5-3uaRCw)DByKWd?&gp9trAxmYk5uBr_bWu=RhYeDciIR+WH64b z>B{$ze$U6GWJVbNthv0#7OM;`s8VVaSHjipUKBr42Xd|V-&*u*{yshUX%_e^HMb%9 zjW_E;1zoGMC)m_=sUm6PwKGB}Ce>ugQFEHaRIXvp^hAMMKqWL4>GuR}= zAd_P`5`ZVBvd36RnRNs|b;CNEs$;wjSHe0~VHO@qztCeUA)CyJUk|0}B6t!_7x|fF zFNNRu6po)gV+f9_A#nR)8F6gw5MFwiKFp-%cEjZODg4Nwvm~F=7h`!$#{cQ)VHM++ zqBD6u6LO$M^dgB}2i{y%_SA45LuXxNsWQlZ1021>kX>@Bztqo~CDA&Y3lvE#1^ zPlfY>%J}@EnrY#-CPODkVe!XK1Qk8<`n+$=4TA4Fwq%-0unL0sCujC9FAI++qX6@_q`6@6FUA zx5{q4{#4}G@}4~u@qFKK#J6;5(PbDtfQr6pE)!wf>RaVM*<}lH^a}} zOT+#9eI{+6cpBP_({q{C-Lr3t_^p55yVs-KV2ix@ca_CElYDt@Mh>Ql%}K+!(so=l z=IPzIJL7yjDi8#B*csPy;mq8{@6St-Ad)m}CE5jVPslpND8w1MCYmAbTpw`>5Z-I) zAeLEo=-||r%8FWJtCq#r2+cN_hwFJUul!^hb9v`&L7bTT6?0~;a{2V_X_o9ug$T_T zzrPWtK)we`m=4f|#MQipr9or^TzT4Zmr~Zwxw2tQzkC@)9w>-@v-4+sK9v0!n2sf= zY#pP?ec5wKtA=EzNm8WoDT_9ffjVz6Vyo2;@#pij`sZs5W-j8c*+<#(V>+jQPZKSV+e9UEzn%k}ed&?5Rre$!bqx`ufNQQoj)d>65 zpE~DfD|(oYV+3}1eP4K{S&ADazKLz6B&R1l-Sx#kXF{qf9QN}83U{|quh4-~Nm2+F zG{fsN1a*#Yi>X+CuVp4y-2v|^*;Q4r^Xedr^#(RU&@^Hw@oB_Rgn}|}B{;p(>GiUS*Byv(NVnEHoF3gO9u$uKQK9F8a3Mx z&NSZ?2LAS`e8d63?-3R7t5yRJ=m#%;a9_Gsjqe6O%eZ>{w#Y( zucu@g_?U|A zCzZk$zBm}2xyvFxUtiVHv8&@h{zh4a9LxaQZb+eQut!b+1~}>}vvDylee>o7X01_5 z3I~T!m63y6x_a=Uc@vhnA-emgfay11_$hVV_Jl}#9McuXk_r2cZ%$7UQ{`n+Ti*JX ziYnFo9~baD`djcYo7kppU zT+;l0$D@Y>y8V=sGI|qrCHSOmEWL>2r9301%}X(`C7wSTBLe0SINf9tm0LXm;b)+G zrvsN0lZaON4?!njp_UwSxD2wIv9i7g_73uW0m;6%>qPXq@T~t)>)pKa({jDhNR~;w z=}$2j25r}X+n&M$lL@Apzqok4IH3L}tW&#+(E=jJ<{;Vs1X>QyIC~b3 zQCA4@5+X!jUv(A(%J!bym$6pYzKyv(yl=^N3 zCI*epQXH+&(7#kY&f(%fhZplsNakkSRBi7@!!^$q&$m}^PrTO;jo878PgD%Vu_(11 zh;WpF$$4k#irP1q@;)Jk{vhP;(G6ftCyY>^A%0wzgt#1<<4A#pPoiNvbb~c2f;K(u zXpEBRCK*AIS9Bhc@f7dQQUtIiC&R4%do}#2e04yD)xpN{vJ?SL;LCr5SS+mPx(Vif zO!pFl8bphFnd-o3>D^IJGldLnD)HXnWJyu(gwfXIme^b_m=tX%FT3F&B~#O|a%64~ zsS3QCJ~2?$u>4TYoVct;POaiHQ8~Y(aF5S0$GU6W^0$7ejxC7Q5nasK;BFxP2oLI$ z7Su`>W0Uvdkp9byK|W8Vh=m(K%6X#E-&h8gyBwqN;#t%LZyMcesUir#7nbpBQk>ur zrj965Se4_Qlrd91!Nb0kX^XY>T9*H#M0&UEsHEIvR?wC++aVV$v#dR>3QI_ULH+?R z^R!C#rN%q{)Ux0i2*TZC8l!`MHT;3O~?r#KZ3?a&NXv7@I=bsNKb&Y|Dx#Rb5Wz~42ifrp0pb6b3(vm z!Og{GQdA_bne|bhGrfuOcGdmBVEntHp_eJS6HQc?#)u)9jC)0XY=3`M|}mo;b5>>EFVfW>MZi<2tvmlnvIEP1=R~@)#pz{?Y)A7 zY?i+`Vh(TFBF&7@Vg#l)HrwJVp`OeLoIeU|9Jkz2%9Vf5_a(G`)5WCZ`$0ht(F|aq zYbdR^u8s>PfgJ%bV{XeXOnHrnMY$bA-&SS^^TahZ&82hnW!C6n9t+ z<6T_G_^+_0s%bIr^Q{Bmsc1P;m-94T=`+1t_7{x7Z^MU@|7p?SW#x~Gz+IgtG zusUJ>n6cj`|FBDi3zvGQ-IMm0z}vjDY=XzGq8(=@T!^Zx9k#YGOR`chRa+-H?1&Ob z|8n;vcH`^P6ApiR7g$W7v&nKcgRC4dZRrWwPZ(yy?9{`0eJ{ zy(*w1kt0_BjWb6kt`gwpsKt^EeN2Q`YpZgZ@Q)#|Dw93H7Euj_T4~Bhmp zSlOR=COV%6gvaDp;*$4RFKYo~ZJ{3Rjm-edn7wMoZ}^lETXQ*3LNfer78!CF`MFt_ z*9gXr(Wng*DU?Z1KG~g6fo=(T`0r_*F9lwuX6SPg?qiPabLrL0ahgZ#4J|=Rs9P(< z?9|J%8J{gi1!XGYnx9WdNBR|t6A*VPtM!meI|&W>gj2J%OcO5($6c5vFxB~GJ_f*Z zDH@$Bio)hT8DY1tdUBeNh6USSOi-+B9k^kbYlZ6ef8lK*htBFH?iW6#zSmXktZL#=x#b}|&O6F#1l-g44+t^k zJGPx1Nc4c^K-6vpPgzXzz=+uWsm>$eJz=y!Ya!%k&!2);$$AtRl^&9zssaYajC5j4 zQzyk^B`Ue3^SKBtO4eoqP53jKwSk}YC8)eZD&F+DPsHLvi3|TyP9%q79Tb3vA56%O z9iDjW-5-{K*xl17#@mAj9nEJa=FxgtN>U9UH7Muv6JZBKNq6EwjkO;Aex!p~YX}kH zHP>G#O$@#^t|-3TRczT`E;x!js$rW=9D0Mn(^L*PT*VVw=$|_3*e9$E>%(blm)P;y zm=0oCjn6$0n!XrI^JBy9r*Xh~`@tfNP=m+}QtsV#b6i!3)1Lnt$Mfdj@KMptCdI)t zu6E}4VMl7_F&wHT21m25=g{^ZhXHb+`W5uyKA#*GrQh^;jgh(G^K1yc&()?Yeuyn$>MOmJ6J96Q%-X_Mi;&%PI;6Bkr(M?lR8-#evo360Q zRp@p?jeAz&{i-z3SYS@;ID`OZ5>k|emxUu)Oe+id&#}kvbyACGe#E!M#x$|^#?&Lq z#*1Ft6Y#`L@aKHGApu0<+{2@V)|r9tO^0f(@LrIDfi60KdFM#hR5Ik>PiEn9weCC^ zkx}xyFfw%`qh%wE*%I81svB_IUDmjNl#AM$-PDpu;DJqd3tD{N;vtPI!6W)C)JEa? zSi&`KJNLJGdP@rm=n^i?`_~TRtbi}kKx`cPnk&{HB21@0t^yS@J)S)%BI{9o%pt!I zPNoh^4-*;7Tyhv~a+trnIn1flHFl6)Q`=B3>B-E!@^cOSx>G|$M!Y5$K^=IRv2ixJ zgU{?J=Pf<|MWi1xs-K(%?|*bZgTJ03KB6eM z%#lovrWb%u4|nq+`ZtQkF_H*rOu72fDiZhq0WLt%ze@TrstvufXZl1VS?ng4T`Kmf zefyl;!j!Mch2Z1*cR!ON+o+H!a;jFqJ@*~#P-{MqOY>3_j_sU%x7NIs#nwFXml6uS8dzwmN0uK8X&5+#+uI(aVG2MC8*CB|>~4&d{ore`Wc!nVoUFiqg(63jf~7vdGOq zQXOh1@uhC~j97go=m7tvaABM;j$@_HW5$(xLQ)5q^__?LxaUaEaR@6m6IFl~v5QMN zh3Kc9^_1P?xj04y^(y03c|@bE?FSAk>83)sckEtmCD`f13q9Nf;VBPuR4|M2-Smgz zQzB0^f2)eANGhCEM=sNrTM?v9V5#c`b7HUgj$a?iKW5bI&Y}TPEu6MRBPF$zJ;aR5 zzWRx8u*s@Upo`4}XX|sG_2Et4(See{T{Y7vfG^yZ3R>uG9UT_5h3N#U5;+Q6r1)Ql z- z*7I#Ni>2SztitU0Nj*BsN9phS=x?w@mc+-}OlqHfya&h}E%60ZZD3V|X%ILp%xp;a zs#+s(!oD;o^>vvX1{%*tU9yXqR?@PdQmV)9Ae9uH5NuT&ZDqhdc%U(zaVRv94Rq9^ zf2vO`D0ONL&_!@4yt$wL8h@YHe>$JVt1LkCJBLjed7~CSFkJ$M9;lap=@EKK znc{?NHGL_nU?I+9pUQP25enzxVCYNyZg?d1iLyS#N$oJpvX-NoqKgaus-?C2Z?II%9py=b}}iynFy%NLBAVJgNbf52p& z?a#5?h*Z8BJ!CH6-jt*^PuX_To-7RdS|hQ>?yGysD>eANo`%)?ywr;WAGhNh#$kn; zIVHk9f{hdVlw+%a**TrT<}^9ckbv33w!V+U1qT$z>t;>g1DX+2;{EA->&be{ppA%f73aHips7+t2`bc-dM6l|S?PdTzjO{75C! z=9buazt7SvPmxLCvqM#usLI!pET-5z1PsuFOB&NPwEZ-jj7spsq(QY~5o3owGun!7 zanzv`p#%AyW0N@=BC9@T!7h?2R=g*8cnHbxP^6o2PtVZ1(y^jcny}KPe|E4DCe2{3 z%nulhByD;jeZ}fRe?ADn3o(STb=js+>vTooJiWQ8?hy$Km=k=EQE5LPPI<3Jr&@=i z8fZ&IXYLp^xi{tRFE4D`K+vc5>Fy(sC&GR4rY3%Q5Kq8C$THpOfAib)Tq#n%t}kv3Q=VUk^EeWn3lTQNbBv(%)7S$tr-|>_ zmydm;(C&bhK`R(9=VOAXlv&GZW*eN+4>mh*z7D%$yH!%3tdbT22BF)&cYKe8lP`7) z@j!2VXIZy^@jCNOacIXy#rgB=tWh_doC_iRZu?udHpyKp`(FCEcESG^nA;>Q$9M1lFeKp(6aqr zxLo%r-YTgL#;_T~G3?Bd1(`g`{Y3ckju9{)bQFj`2X*=NOWgtNx*b5ytl7F;5@8AU zJJw|LH&03U7=~3U;m)EQ#&{)jQf>}?%%*nKIZ5&Ysb0R05+QP?b89U zT7K@<{>Gu=z8(A8b7`t_GPp?GeIDv0SYYfuIbx{~G1hp@e|`H2TgSsFz0p=YrIAAK zOYWinD|tRcty2!ZpU!0-1g?kin+rcb5hOAU3Yu3Ab6~l5`|xFxaev=0G;gxMK6#bi z<>#b|JkL?6_$}+u+}R^~)WH4?3$%)OFjVB%oiMdjzoffkZ)T+-^*ZBu1~N)-S)n;8 z(ybTgO&{2if3uAR#bEkTzl_UY=~CnN(}DqjT>Wi9WmhVzciE~0VeE9Ro2%a)>$*q3 zyumR*u7Vn?dDCx~t+1}9@;nu9F|mh-vm150x>OjPfP2`c|5Jw$-m`swLPK`}?kmbF z*Dolu7-u&LRd4Pb45%7M_ey*4)s5S83jR7GpSnrje{dF8%IE2NT?O5V61!XrQhiK8 zf=CrQ&1t*Olnt5F=ihnpXq$j>wKJzs&+)`6>=gg||5HN?EA=5oDW=QcxvFWg8!M8W zbCp$Rs(KeC1opnETB9qxBA9ii#;x@jdR9^CcFM)Fd&#d(^nLr9Gh!r9hM;yp4@s?T zs_8Bne^JDEO64LHQ{GH_q4w1`Ya?Z0Cy|SehK4#}U;2jV>`KosFiEbcq&66CXzrw` z@CCffzf|pQ7b`q9CG&_ODj2P*$yjEINI***sA6Vq^#$Z zY>OAUQ39Ua8bS7%Jx3Y?2@+v+yqP}r?VM)@}AQ03l z0C)rqS8<1LyIHu{7kOyl&NBo`k%b<+JXW#wnpRVH3Vv~MBBSD4B?AlhCoe;dutB11H8Nki$zs46kD$22UuH%#l@>VMuZ z}#Df{SuFI{A46t>3>IQT02z)w3UY5VFTyXWN2kM_&knEv^B%R9B#ItL~21P=iR z9P^nBrnrV56bWivo8ImL7~I1@ACdmLW75cEk6*m=Rrc=*ypqxDQ5_LV5&7iYf1oKE zD`%5?F$P^Y+h4pK6aFaJ<^6a&ICa7D_2IgDI#9K7*jW?W6L^7Z~5{u()9u(*g!lzV{m+IPd|j0Vuvw&xKmy`lM)OtbXc?N>xG!fL9| z`%^KDmUYWlL@sn6sEqhV z_=qIp-umYT>%#2&EOAzId5Kn8!;LUUD0m|Vzo{3P@46362`-+nf+2eJe{VRGa|ChU zqPCR%h#Qfbvna4-uioD#9*AR1(|{%aY)vuU2*iel-Yy!MO*E>c`(>l%#K@&U^4+to zrn0ab6DsM9%+{=6XouOD>_e5y#}kF>53i8PFa16rPVFdSUS~LdLew1j{063T2Rewf z)Ly`>=6OUlscaAaNRN!Ye~mg$tbM_1yR}`kM7Kua+w2D%Y^YQP#l^ZbWnOf3OA*nB zBODV!nKJ{|uVLbhf|nItxovRgyJ0K8=uJ`G7+S&Vyb5*4>u!&JvLrW(G2HN4t8HFJ z0&ocl*@P1jX3!-J3_J~EnDxzuCXnk1YGy}}e<)~U-J|y$TPq3Zr$tk1rhw|PwFQ51L;>4l;fqz5oivF=Iw_6S z3Wcg@#!G&in8f(`p?X~ZE37h)Ma-3Ht5d>f3tDKXuAW9xn^=jGp#wGJ!b!t7Ym^NdY^TJ(Lg=os0#yD zpm~M>1JVrXuo9Avmv0xV_?IXqg4XL87?K6{pXBK7e_lr6uHR}6`3wq8NiGJ?tz8Nq zjZY17nlXQ`VyNdMdKe8~D$N>9F-2v0Fv6T|4o4#=|FLx0%Unk^=haho=@)Uv9UHS? zsCR-PK1lbosOecSG|P78Yg(la3JAY*Ixgmn?$fz@wdPfY*xA`&^RKmVM@s zX>}o8f2h=1hAme->YDn-#S}6M5K*HPx}A?%FkGL!N7TdYSRmJ9eh=;|>M;r$SzpA= zNlBJ{9{LiQXr&I9Y^6ciAnJ6nF`IGn7`G7$(S5+EF9Z`ld0-7-xsR&8yhqXm~=f1f(#l2vTBizUF~fW2_U8bePGJl-g_ zuM6XCjpU4uxDPB#eTuh>t(fK1D8aD>qnZXgk72{^9G$9n)y^pnLV=t|O#293x=s-( zqus#^j|T6P#5Q=l``42;s*XF7vci;1Ktk0f*&8Lu(vU0@Dc$JV{p zu67iSlA<$4iS3JCvQ)sq9Xq)<{efY|(C9kCkX;CUc-r?D45OjW?1WpN5CEI~gmz@FwV=e~j)@<6*5 zaiW9|K%Uh&X+4j@I48Q&pJ ui$N7eT1&JE?H&41sc5{|o&9ir0cRr3!pr$IE64d2MEv zPHh4zLwWW)`EARx=j+{$h=ocO)%gvYcCW?6{(|>TN>4*JpN>Bb%RQpJh@wQ>A8(e* ze4Hb(@km7SQ)XITU({Pj(BeYvEn8O-K^8+dC|WylB20Ja$$7Px()0=|f1OS3%p4}pH4F9YN+j?!=wr$(Ce{I{gZQC|>4m-E`iKGsxJl}8`nz_W%vwcZ`XFt|n77^EB(V4;vPS~^ z)%J&!dA9LFyt)uE3@ zU{Vq0qO}U~ENb54pq|wXTmRO@25iyUv+vY}>P%dBH&z{VQr2ql^OvdlBUQVbJx*tw zpBXgy9w`vA6#1t-y&KK5^Xe)#(!LO)-^5xH{8sKl+84CMDfvt6ohdIM1PH?@!to(m z)&(wU`HWK4f1AVz6^)J0z>Et>On3_LOusF~dDCyO$=$c_zZ^q;pAxQs$o^QYMG zt+){XQardXBWb=Ce4+;iZs2MlVxS;=8JHcWXpW_Kv2)oa@fTj&W*(7qBeU90QFgJ; z`=bY)e-5#!Xx|?{d(gN6K;t;?Nwdc?W~pPwnB4rZbCaYEj46J%C`*3bC;r(He$?Qg z|NDIp5*zL*JLL%njNI2DnUI$#EwVQ!1&!akEg3<$k4}CZfe7hu3T=_MsVv?9u22MD zA%=f1qU20|YidlhN^G(!dz)#$|sa9Azb>`+RkbGWOVs-38=O z;uZW~$B1k`UAl0x4snLMAk|K`C?-|3rzRF7fOo#`0! zaB#yME>?0m4UFYPZ)x%|{q|OFKE*>)e*v@X$0K?18?lgH`6K!rb?P5nHFf*R?fPR- z!E5&H>0Ev~A!Umu`5F5bLzcon~f2L6M zN}zD&gX8l&pW6Gq2)JTBZOZd=Y6Uw1*)_p5?$q*|?3vj57uYN$2nu5o-phS5=mKzP zmSGmv!dRi&`PcNw!9lmU^12!{*)f|;bdm)NK6aY!ZyBpZL=}pm>x>(qTTR~@f zZl!b+99|HDKq;4*jFQvTBYCY&ynMO4>){Lk;B%bw z>YXB%z1G>z(*qygLCRpR5lKC{u>n%4z4h0hF62dSZuNo3a=*&e_NAlc0jTZvX9CCB z=y3zaw5gs{C@#Bcp`ZY898TJxX!7V{bsoZk>;SOD)pG3dF%4;1X;7XjD4Jxa^u)iBIM zHjs2zQPOFiO#!&dmmCkgIcyhzXrouk8X?J;u$PvhZG;tWmN+7cK~}!-w$KlwE?2Sa zw&wnFN^JAi9)Zsh#y1qPUf#koDznPGmSo0s`HmM1etbwFoeqCz71}x?G^*Fjmsf2d6=1H=NrFIy`7F= zU)JqyCUn4O&u#eorL?jZ8R}stL#lI=f5OYhiQ6^#w?y)m?^=%ArP!93&aL2R9}Z$6VX)!4=>4}NGj$sh9*8#;O@)FCoF#o{i2Q=R%>8+^JTu=&Zlvb0_ z^RGrB=|gZsf5O0}TJJAw_PyS>x{VaxeIw28p^x;Z$YZ||O~z`mDhg?votn46C{T)Q zF6``##CHyEg)X>GM(BdyAi?N}nof`evI9k$7tLcv^f5;acgeBR<|IxgWOb>oPOn&P+*M_tBeE({`%nvi7gvD*rHw;!215bK{jreV zfQdivEENdKjnZ5f@wh7i{QAG%QUma>^#uWhBc~*Moz2g4RUj;gXxZ_V?J`2mYZ{|s z`Lr|C%ilGp645sraElkp5F~ZcjASr0}lsrI6iHAz&f4N;zgUv*`%H60)MUK1RgxxH6x{9QD zOVfZtHN5By6MFU&gNj>OZi0ffu^?-)%igVXv|(BxW)Gov(w|oEYv70NYNhU2q29EP zhU|6;s)3k;Nl;!(1N*0P+AA>J)h=0AZHThf1&SUv$&cv%gFEP!pEug(?*U*Y6l;>D zf74cC%{fyAHMtm}|0+Ej0O(lNl*I4Ai~}&+kRrbNt&?hhLq*^eXd!q}xdD=|y`^PA zb+5YqMY!^cSmy&}FlxG_JLRFX+uyLW%TRJtYNuK_yks=Kmx5rr&1e4adOcH5O*97& ztQHrt9gXd7=_-65$IX@Riy=^0KQm$We`pZG_l`v6{wwhgpHQ<=(@?_kHE-yRp7+JF zZ_k05$AP-AT8B7-uYuu)(~#U{^N35vQpKw>LMCIlH`n&Kkd|VT{Q)`4_7;eJw&}lfWbaowzlEQZe_QM?O@vsOH`h+ z=WByI$ng^5+R`!@pL3|=Wa!xLsW%ADt3}^eCf%-XRc@zkl$C;@r;E|;ykDLlWhTf@ z#!w+hL$BwLu%Ez>(ocZ63`B<#f0z1S^@(}gmBCb?iYx(=Srw8~Pr1tS5_BrGxoRp- z9C{;Wz><=fY`G0itSvt*mgyI)m8dayHVZm~7G>DczXeGfz>Fk{AH4jSq}9C_Vf#Ha z$T6EHYXpW}Y^A&MNa$~(bIMXmzjSkYsTQ4bO~wL@zDzK?Uc?#gg@jmBe@yh#Y)8z6 zV4`+D90HeuEteA1-nOSb{0im-2LYJYama5HqI5na}>NyVT_rx)?2q}%HQSg^5tR7|Wp4RR` zm*M=Q5p7GUO-Td+3Q-t&e+IeeAK}Jz=BGV8pi|h=R`oJU%vXj8-xswnn#1Ay^=c&J znQQ)edzaKML`77`l%>5fCB#FkAuQCepiS;^+qPTIX3f=_6vwe_JN3_*c5V;{ z$>vAoG?vr`l=?5}kM|`?Z9iN38JxU$d&JOwn;|srX(d&=FQmzAIsZCU~tTW&p zx=G@0B&<6kJ(jUz94EUX6#P83B=upP8&Kv3x86_SL_Xn`o8dM{XYBXbJoFcmyDLwi z)6%Xgj~wm|tJG|Ne~!YYGGlpxefaj#=~7Jti8=G!n7wD;Azi7Q!pa;)@=S{Zeof5eAlJc>Q)YIM{CCND-5 z3G(XGB9t;(^K23xa1_tcyWMx`yRR1cJHZ_w2s zvG(GEB^53ArftHVE~fYU{2Ti^aO9`1-8|kzeJnZVpM;GXT<^7&W^olpV_gLK0|{4< zBLXNa<*WgGe|80*>O%9prqmI1)^xVBGjfo42K}nzk z#@YkOqc{7#KD=00HOx!dNsNpFv(gI#(Lu))G;CxjFj13?4EHXTzg0_6Hq1zLg3qU` z*C^PtAG~hBnp7rG%IXn7f$l}%OUY$T&yhI3qrpUtf7T4`CnWZYuG(#KV_GqIL~+m^ z!iPlE?l@Zkc$L(~e1d{DCy+rLww~b92Ph)wrN}sM9WPzDz@g_GH{SbpjtyB`>g6fq z{;K)rTBc`f3zP{BAau*tFJ+o!ER?NIt8L7et`)E$KIetM87Gr{lCznML_2y(+}xA4 zi$r?uf5I6lH?&BNL@S%~EPIb-pCah`{ry~Litxs~Q7gF-hvE;?o3&ZEI=WHUJ^+n2 z)E#BRPKFJ8-hp4m^%5TseOi;QBBXssNSi@5JF3RUe9VoO%&eCz$(rrHF);XHFQF~g z?OFpgPH&2z_v;zcs9U{G<4>1VwX;jvC%twTf15+r!Ll_1DQ{KlB=p*jv$lGK)xZkx zRf{siE6uXlLBZgTrPzd_GE4YgJRq|Y2n?IVTLN|)f<$jw*g-EoC>^q;-%YYY>7gla zxS>%)ZO<%g0eyfl(aVe16#>;5(UllwnD7G^lK@=XOpRoQ_KH0Dy8B47Rp4K=*C3qa ze>swsaI9d^HAbE0DC%qo;SJVJA?vj9d(=o7YNGe2Hxe^62#0=uGafQtNK~4+Qv3oc z?VwRzc>_GobdTyh6FwZ|aQa4}QZSBHfYQ}%?PVniPFWM*N)ZhEWvgzrLwTIlVxxlG4F)yW3zl-svrn0)|Hkh0Zqa0*3EZ415Z9_f91-A z_dZHiB3_(S#x`Cr5zv^NcH7v9N?lSi5~7=H+qXXzq1m`}7yj0ZeQ3bXHG7?yQ4k{` z(vbw6yZ8gMk@C^d=i{QsG~z%JH0G*2VWB>xa@v9Y{>NCJQK{x6Uasqjylac0dV!C+ z34x`Xl~tEplu7+1UL3U$t=^ZHf2J0K#koAaJpA8oz;T{Ve(T0uynC6$E~P!5s0B0q z3T&X2^Hq;Q^37N#0B|>U37H(=rWq8{X|_Sd4dBPcD9K#Z&E2X`V)bHU)E^Q0tVhST zyA(=s%HenX^y?qv%rG%j#|FAFHRNef0t)Sg8h%K~aHzWZ7JetYWK&r}e?e{LO#QU7 zRQ)fi!ciM3=F;WBAllnTBd%1!?CbCj7~oQ}9Ir-XM?tCm$jiGpALU%aVn#;6=}@1Q zbhw4xZpW9(|1OukhS!^cE^W|Xk_?0`jo#a1IFt5(MY}Nj(96gq53YE9Y%}1!UK9^? zKOLQuVpYES(B&#eOR<^#e-eYyDEBG=m4V$#O`v_!zxkW|(AXt5ny1E-iBKp|PR8U2 zAbg2LD48}{_zgT_->c$6mxZN|$pbvBQ+l)X-4yy43aFBASk0ZcEils^%YZbRTw2K1 z>{8<1mH~zRDn-=}xR6n}`?Pzu?K<)e2eS_NuMc%-7#M!c-rP{ue;ZWA;5Ou@!+_8Q zhLr5C2o*7+D&*G!=@Tw8S2&}d+f|xLId1#Uj>Ry+$M1Z`?=k6)w?#btjwz@MDBG(V zoS)b{_cHgM9}*EP<)`^CHk8@0Ep{KEq8}7MroLzoYP(~ zHfwyKu@kEDenHe{IJ>l779Kj>w>*S@zF#$B#*5?e!K)_M+l?!s=v?nCR#+v7Giu8O zKQ*pQCnkJY?7|m~n1tal{R`!SZx);7a}Nr8Jp*%Xv^T{Gf8a^J5vX(BXU&0I_K6x( zv)58RXrj5mtP|<>D5{LxGr(ZcqB{1Pm(diLBi&3NKVQvue|%suh$0kj;7Sj6SJy2{ z5l{eZqm@F3IvBqV&ZB*(EV0Xi7~U02I53BipJ|OZ{a24*F)&hG#85z;)NfmB3Fm3z zb4YN_x59_5e=UEsv_*}Xp6cp8<0HawB1}nPX_GQ2HlxSp6K=Uv2x%S( zZ&j2#{}{+XK`sS&THm{cA9vonDyCMd2%11$47``HnRV3wc<^Q6x&G^fgIULuy51ft zf{l%ojlgr^kcy%_YLTKgNda}vyJqhB0aH;YOFL4GW?3%xa*l}1ItLCv!Wc+A#l0U& z^Db-ce>9DipV#Uz0Imd}15VA&745u`5MlUzrfpm z8cWkR)}W|6S}8qF_st-mrd`5VvRo!kLk=0N=Pp`N$R<@bD4+hX3U6}btNwoadHciB zCSWqJky-{U&K_fJRRru1zKrZZCkFr-Q7Wu=e`=If&-;c*U=z0ESRhUYm(z~P+{?FI zcPFyS{Gdl7*`vK4fQ+>^(Nx1i*qflM1KOjU@SeLZ3-NK>kUUXEjz%fsmuN&ai?)F_ zWJVc1)VAM8c|6l!=}VeG8F^CAKVATK&dFG1%VlU^^781>Ij9Y$g!uP@yZbEV7|L+s ze{vA@2JXrP$Z&e3bHUTNK^hbJ<#kMrSjKmU4P%CxBddOQqlRF6_5Pj1XMIwnM1-lx zqBI|`!9Mbo!F0c7_7E6v?ZbM@F!QWsOI}`u!1*$Sf3N)rUT~YFEP!1UvY3yn|0IO> z{8Z=K9V*u{RftgCB>C-6crQPR+GOC*f6euqYH2z+l{6b0Jg1s-Sp$#(s*{Mz)0`m} zo$fVUp&5}7xe~?3n1$&rv*zaz{&oSgj;dYmDFtrs`9jn9pe`mnBm&Rcb5b|Nt4F1# zO+1)N)W?T(g`|pUpZu?lB~Sk-f`w_(GFVSq4)FOv!(}{yWOGw}Vopzu>uYmoeEQ|UL%;lz_Hpe64eKo@`qC9%uJkAr zWN$^OENpOhIe^NE56hokNWI|R|6?25-SnfRG3oMHmFdQ5QiG}JlJbe{f9izq@=Jmt zo9IMJdWF}|7%+DjIF-3>cCjJbneKJx3$S5@L51K?a?(WFM9H#sG_d7O|7S)j$(ZpU-k5)st;s@md6%{Gh0%<#$ zGd=cS7pUU{qhqccLZ}i7e|2I&{taQUNVE^UcEYwICEKx8R@8&u`{PSt>bQaFwAY@j z8D-93Y#SySBtLl#xwUUc!rH^L?zD1n4KaMTETh*&*W9hdC)h#+`iU}0)@6H3BYwnwI2HRRfbaw6UT7=5*a3yBf0r>*kfx#v6(u zMxwewwBE2U0P8`pi$%#W59!Tqe{qpj$J^vIIbpU=vU*gbvpzOonyp|nDJsUx14ym* za^cVX&V6xir}C6~e|x%bnpwrmE}cKUjGjQV%X$aIn6B!p=Zmw2yC*ijEMP+*)@V-{ zUT8TfkfYyid^NcogJY}0Xb!@;5-W@e358o7P~B0XGt^ey8;jrC?;H5S>{ zy=T1LhW|y-!fWvsYEM5IR}dHO+w6m#sahSgm#n5_sdsD1EC}8>)yCw5Ar#K$b7~BJ zlV^Qdk&w!)rAIbCbz!nub_ANJr~sR0B3kCT`cm3!B-4y82gc6vZunWRh1y+8f0nqD zRg>urR0Puvf7#i-TQUDpV;i#pV)RH>yQvICJTzQmI8(OM2;|%S$QxFb5`tsZ{u9BU z;IW>*a}MCYG9EW~8#_oWTk51-!m9g^of9=sAy2$hJZn-Z{O7wnLC*TkU%Ts)# ze(!j``o9+)&)y@rqILB+ttxTXwCwiZ;7S-nGFpl2&pExSC49qe(MfmP=dZ})HM~b0 zkHin#)`97A=5p1fGJVNFpBBFVtbRmnYLg^uaiW5`=iU4HO1@DDmV<}f*F#_dGNU-m zf1k@GOXF6rg+zdr9Jm(`Y_XT3VS|{3ot?vK&$N2$|G<7g&u2OkjEjcMNjNOi+Boa~|&b{~2TM@tNZY**(9yCIs4YC{9bW~)~WcPMEK6A`~yo!Cff$Z(MbE}jF;=3C(P`HiSme;@i6Qm~se}SYO zjM*Vbv!)+h>Sjx{NI_?sqqG8527HwB{47+}CsB~l=!VFI4qWa(BCA7p`%$7|OJN*- zij&>AgoW|2I~H9l zG?b$yea~L!e$u;!+&n8k<#;Z))FxZ|5_t9Ore4&Aq&O}RXwDLC$=jX`-^m$>S9%Fy ze->M^fG4R-wPko&aQ*Uv_aa1pDxUN6Sn=e#a;i?;w-Y+1H9_NEuDL0J%7{}Z>{!iF=7$J3RhRd1(A3H@tKigIGgSM5mJsU%x;wN=^+ua! z+YVpiS8V~*pC&99)YAHxe|CrU>mwY5)s0%eSpvjlHW5pp1CdC6DdK3?mPA^oaLhjW z90sP}-gyp;HI9J0R2TcqdH?9+muf;GmTGwoALes^o4RT_fo-%<*_5%Gs*{N!0*g?= zGf0;v=vaEA%7O!@DE@?}*7#7bBZSRPzE;~mZoyP6h1Xi};0^zWe`yI+Maqho115_r zKWWC!m$N=n84Mtt>AS*LVSDvcezdUgUyX?ZtK4q686?D6xpK}8v z-=*3QGCyZ{kV>fd;)6{mVfK?G6F51fuLvv6n>sn>##$sWuCFgWn12{8_S*0E zR(NlWAI5Uke`W)gFrrg2zz3##IHw%sK|$UHMADvlw2;^v{FAab?^P#%c4duF54%?7 z2bzt^jr!dLf7YGgfk8H|@ez1Lm4Od^ur57;j84qchKz7-b(x10Qol;#~p{K*H{ytnw5u>#>W`|0>>bej%4{LjF)yzOHfJLs%d>6 zuZ(?Oe@^BhKC0epYLj-v3>t>dn=Y*Z?%BKK=pnZEL8pYK#<7nxcm>TNQ|YSP&WNze z-DSEUS9Fe@5D{5*;pq@!S|$EmI8^JO14&kYBCr^JN)u4~+#B=$H7O1V5h#e-jCVD5 zt{VJnrllwLaHp!Df|G<(`U+^eY4xU!_vHj-fBNHLj1Tnzq6nVq`0+b~)VrOl_MQ+p|MIG^)!l z50cozaJ*LF#j@B#6%F_1{=}3>wz21cf2=F%`XA7^et2FyxWY?(h8a7{-S_4$p#aBg z_H$~Anq(-6qdq5L+>$0lm147Lzb~BQI?Bh1SthJ*;)Z_5Dl*>jXqmL{Y1BLDJm+L) zaecGJUeLZqgvmeYYY$!GN376M*|komV}YglL62~!Fz<&@y2zmWOftx#?`hYUe;a9# zxKkE}?pyCRmdwCgU0UG3F}+%mZn8_a@jJ^W<-E6ad)hl+>|nOQkN`z)8Mah%o#ig3 zc@9~Qt2SaQB)AuO3XwDU5N31?-ITInR@2qIM_&1Bty}sIO_9gO!=2;_<~?$@54Qy> zZLdR~)|&%s(*2DqaN^8<8{T4Oe$xkoDW_yY^q2w<&d-u+Dx&4kqU)?6! zR6o8mp~GvXG51%u0N5IsxU|#nFp@Lv0%$LFaOzaW^$YFa?*T-?#`sB?e-G`lo|iA( zRkfx{?PR+7euHUWUN%=fF z`9l|A#6>|qb#XJ-dg!Eo8|;{tePa$GTzkD!o}{(bc6B}k*kIHco5h-G2W1YZ5xzxedw`Wo}(Bx}*UE{0os9lidy9&O~)~|d{jQB~# zv{^RcTP|~e-@-q*9o9N0}c7Is;;!^ zkurAqSz-!-)jq!Y!rf5(?*o5@X1DC~!vK_oZ%?Edl=3_^JFSO8H0klx8FlMjev!6E5}CNgwaQ38@a!(1cH99R zMTe;=8rx&ICo+ITi=q7GTnbsT?GS$NgI1y=zP z5??uR44bg^(EN`7ZuCs_-A4%1{9F0UZv13uX!r9ec|lIxv6x4PAs*0d;{C)@>6e)N zE*|u2d5f1=&fX=+=Ln^OSD3Dhj2>VXZMdj>fmi)@e~OM(KetUyABwJi-vvbzWcq(a*L8WdYWL_lc%)LZXf*>j{;Pj(*VS)395O@Md+fQ{i*{gSg7Qw$h?lK~ zxwpUEC6m!mU*x7ixxkG3py}BGX5lcmDXdV-5Ej=!p`FICEjHE0>7l%M8mMd!Pl-cT zv+6>Xe}C&Zj0((df7YJn#7`$?6LO*FDiZ_bw#a6Dn_%9SN8t9z4BN-Hof24^y)oMU7wQ;$i9gIAH+WFy=f&u_1#F6a}`fwujv zT0Evefco;np{AVV9bK!Hm)^k{i$whpA-L3>LvHN|H<=7I=ITEul;q*EBv?ojva^yY zfARWMBor3l#+d|+-q~a0#VHgIYpY@n!HDP#ooNjP(gb=WWxAj8G!20i6vHN;`M83R z4%5eXM^w}_(abfHBCbMNc)K=MeBv2XQ%uf9GQ6o@LVMKRh&OHq32-5A+O}PN#IOfe z)j{NAN|s=_SwZ5?08Kr%2b>v|qD8m` z4y}e|c85LA%B3@z$JhC|vC@fG*2K}Rh{)*+FJo&7ZvtG`EZmjQn>T<6<(_=dq1wT; ztd4`h;FNkWX)07yH1BBIGD*QtOSK6T#C$gTyI^Pnz*~q(jSC(Kef7kgzcrG9e^*6J z(jK{m_5`ezxWinrA|oBDBTmqyZ{J7Vlexba1yqG*4;~@(5R_{S?jx#NlkMO}Up__0 zG3ud=&zJSqE}4Xx$q>?c=p@i)`%!_Co?Jj5{cpg7^{0Y>_N-=+WV~~XqWR1L`G2O2Ti1IHz%sxn&w|FLUJ*&Cv5pK-Qk-wP=9UC_+=$oA;-^hwd6jS-HHy>;#rP;bgJf8%~Rq+zDA z)3MWEogP8QKIsVj=rIRWu?X`Zr$J@*zw%ocVi-rt#j&pUk862s$3bB z3a_xCzp1a^yGnz^$^4c_fBqrGk4g<(C)2VC45sDS!m@{R{Ms%QXBDD|qq+8_wF_H6 zZIVhV05Fb5SarbMj!rL$ag{_MMIpx(gdUAYXak^yT~$z>L6Z#->|((^xO;GScXxLu zxPK5dc+lYP?(Xhzad!yr7HsoxZSBiG?88*`^vu-ERLw)5p6=5KSS*wjZrgm^oIO}W z1;$JdGWhj9fn;sut!E2+?!ogvA1vOkX7b&;u!%j-4&xZw#IY8>U@;hL^NS8g0pi|_ zNnWne2gpo2_=rn3zP*_8SVs2EN($iXp{gMUiF1rLA*dxye||ZVYSaUrs;Ukm8U^wA zHm%>Xb@e~80Bwnox(2>O37>e?m8rI%U$^7aUP5F9hNv|M1cq25;Iao5&ISKFRW}$Xq4WqGa(?7|N8PUT`o-SwgqE0M8h##gIB>Z z&oyBnROAfwa$mO<2|O>FNeY+Ve7umwztsOd&Wi=(i`4*IY=_1j7pT zKJL7XPX2r4s|;T4`#!%1IsS+*&6Id*RA3ofoiNjP7- z-&c$tFe?IPD7Nmuny8ucn^k%+hRemzMzQf@q4RdXe^Y753Y)@C27b)`zJ>Ep2qLB{ z?-D1zu;OJ}(W)h3V%+eo5Q-(N0^DfZsTF5$Csd1Xq(=9-^tW8pjQkJ@2u?g#1QD-~-I~o7+rY}3014JjTnf=?qeZ&8zc8&w zcb9JZK$=KcjrKU@g9KgQZCX<;EkTH14F?a}2Tq%mp`V0tI>35b(iXwVF|yTDCC*_` zGedH+xJxowYh^8fuZuKwe{#4txhhm|N7&`{rF3MXEI1%@jopj1X{}eAUH_t1M_&;F z^0}HO)aWPi*krYF?mHA^H^#h*c0598UbNmMHV=dG@2drF8w z;pkxmtH!3vs|wr>+o2;}=;xYR!Y8!Qs3QI{`$)B;&Br$C2IScF?m>muRJnNi-yP4B z?h)!Jt4RyR7anOGP}eC>Q{;#F>z|a!*2_cZg~gwPiruPNYZ{vKxyjZ`z0u(Gw$EIl z({^nv1As;1kQ|B`>(5{=1H|e+E-dx9;YXLu8+!hk1$pAyjW!O#s|R1Pa`M z7ADqGJ5A+m`{_IyX?^{kQ%iwKeFQVyXy2{rMG8|4on~UF6{|JvfSm@3s+Whk8H=v> zMLPo%X?3*^&#Wd?Xktr)ljA=3f={G@{c?RN7(nytLugk^Ark%Bbs#ONA#Zmq3YB#Z z4jZd3GgGT#WCL3bBd!Z$r>S_h-WKtt?gC7pZa8U;(G=<<)iK6xHBT0+$!GtLPfll_ zE4GVM5aU!2Q2pfB?W_T~5u>%Z?| z?E|aWb~6#>O>MR9Twr>`TyzL=ANs5SuH)xAe_3^4G54MQIc$UPup~8PqqI1S*N35{ z^rRu*4AP?-#b=oo;y2X8UQ>L=>Q4?#M}Ifhy577LWhKn&;70Ey_NTT*aRKztInl_E z)*ip6C(-?xGH(4pf5pfB0&w$z=Xzpcq=2JSXhb&<3K)0+xL$-xZ)c`&C?LwSy?P>4 zO2`idHQsq=GZ$&;>F{=j6nlj_#6OuJg&IbS1}ZBu^KdcYOz+PAr@BMVo|e+C%dbqZa*w-&=jA$5WfSEs$VD zVfS*a+6ErDt(My=o-(ewyj3(Xsp|m?|JE3su-M(7^ymsvb43&Ell{)o2m7+*ZUd#} zAyx0B&;;2LWIbEy75xLfW*%$qLgo1UE<5xpI_g=vB17yHZAsOO42y0Ak~Zr%)H zH(JXU>ixKQ8CL9&bE-)Hu2Iv$O7i83eG=}zZEyQopVpVpo8Kqv$k4m$7?3*9tX%$S zfB1HtC;8Ad*go8$VqG*vw}fC7oG_*$O!Ck5hE}gJDj`7p zIV>(Z(Pio1=_d9xzTb7C0Z<=kb>lqE+QA+W4!&?^Vqy%zae6u~K|i!|72$AnX&}>B zBF}?Ax^lbtMXSJ&=-8r3ra%7K)4Hnru6G)y-OG^%p=$!3M`VI(e`zzF1mVy+sIZ@B zJz8<~veO(5xl@-R_b6_Iet|#{Qn6Y(Q#yE~O%r*qi1DT$*U2^g!0!{U;z&BJ3;id^ z;RQ26NLOY?>Cz{>f3eQj(u6}eDZ2so>3*D$rsUw;;oa}Q{MsRD_nDg(iy2HpxWWuW zJ0_Ig9q*%K4oS>FR_{VnROO<7y%zFnTlr{LCZF11a5UW(zmJ`fr^LhtK~AQ~T)O-% zs`^6{D;x>!|EgFJ4TS8pHW56@(5`nfz$ljuFP{u;0ncJ`vSBK5G{opKq=Qbl3##9~ zeZsaV;G?lduBvT6`|*)4K&J%jHQLQFRHuq$!yd$^0xN#Gb;VOyHWQ7-IA~u<1vt#9 z{8CYhZizs}EfO^N!v!_-O;5aE-fqkI;i>9m^+Ze|TSxuaAE=pM7reV#5O8ka79n-b zOvzez_P>bZ4l6$VY<%NpH*r!kFu#SbMwgzbvFrMc()X~4Yl<1JH#@qh(-agF(YD98 z%BwsQy-~Z|DpJ01R7xu3G7xKegUrHhQsdVFL;d)!=AY&tfi&92RRDQ zaxbw|QHcB%#+3`U>?+D6MKQZq=(1*UKK?edO{bxL%m5EMQk?+f;YOQTWWlQ@*ufN`_|P#pcA+SX{1@o5cNOM3QV38kd+v42%G z@<@FNlX)+E)`XK3uCuxXZ%{f*|B+XQ{Po9rc>lU(TFeMnbVdorjPtmR4C@+C`{WxX zmQnQ^;R4q?xip{5s9cCfK)U8Z!9UZ9X6W_aG)HIa^!5xqZL|125D$rA5IYV2cbmHq zP>xRduVAkClZIgGd44AxiiitteOWM7xHc)%*DUy_Xf+hS-y5W0OOY2-;e^r}=}bA9iYT-H0J zVe2RU3Qm_Zcg7V1JMM2ZPE2x&Uqg#@0P@pvyY85<*CbBD?9@clYIJ0G^Ji*SPXw~y z^-nA+Bx0rxjDUz11i$K>HOJ8m>H?DMqr?7j^hg-N@zV8n#CGgK$?O+#P#p)8k>Q^? zg?^Szo&zOaD~rJEU$B6rRQ7In?xPBhQ4-RhlE|0fvfXAgmKz#THRKrgCe+$7Ae?>t z)}UN}O_n6m^)#p?QHW^!u9nTohdN$p>+_--sD+RImK@D~P z?}A$Y-=$KNr^n+~lk?)2zQ}!Wkq#W>~^U zJy9H;MU5nkJ$Wx!RS?fcW`%zX0}55ZSqo2|FzcfLZpop&#N{bB%|e;D= z`v0_0bo zL!gF|6g+aF$0pwJryRyNxW_!t7It!lOy!E?%(u)#CA*kcGhQzQKEBm6PUIW6b zb{T`Pof1{^B9zJC6`vs-m@J|BVlDa8BKyz=Eha>Mn)C$K@|q52_Bjdc~tffPAYsEAr% z4IU*6`brP1Z!UfgOc1cW%T)ZB`sSYnp>a{|I0J$$wLj%>O(OUp@tb*RMU>Y@H*|WuU)HCVQzkV~74g;&ZqQLr_-qsO!w8Mje#o%ndMMRl z)yxN0DW=z>;9`~z@R`o^g5I9Z8emBs^9sYZsj-n0AHgH&j` z=982$rx0XP@IG7jDi`ln@DGP5@@$qU6D_0mtazdRzPX?RNjc1ndGw>Lea(k7bWt~& zd5fpWk$j$j-!}5(`O-xzAhRS(euRjI(FJ@|`C7b&w{vnIV$YNtx#L^ngQcqFE6P5^430K1lX;;LET@C-08U;3C$l#29jBN>Le-@50c($ojgc{|q%{ zzA#1v7N&C_88U|vHjxB7AA?nK6UYcV_Nqj!jBJ2bK#^L}N{Mj=W2 zsh8m6&*cj%Ynsz2z*&f8Nny<946wp)?w7O8NFr}_!5MiP-yeQ>8iU94xTHO4zIM5b zruO3EPyLOBYY<_wQ!s#27elv67QP1A5X~Y3{dVYS&Mq!ssNiABlO;QAj1yWB_mZRa zyJE-wFEYuN-nui8g7zpU8>t*fF!6J}ZmZA5`g0+cL1{7Ptn3CSQ>f8)#Yw>hI9vk0 zO9J`2U!weAeptz2W(=CaeG9mPBd6n&h>KWOfYvi=fvc{jLHZRZm{=euK4kBF%%ma= zkd;3p{Bwj1F&#_>eulGZNqbLSq)m$QDpO8K3Hq)iQw_hYVF_tFb@U)v(uzVZr8r#E zXA8px-)hQY1{>2M3TlkB(+-O1{IiaQecGeDN^e1jE*dhfeKP!!ek3Qes(1INArrY6 zXW%aI*o3X?uUpOCeWI{w|2}?OZS;sQfU_BW$O`IsgtF8~mmuaA&WXP~+pbtXpsYL+ z4#$DF39+2+=k@fc5wUGrUGRF@gD-GU=C-T>Cm{S>@GcEVtJ6$y*{_NG{CB{n`-b(6 z5GhA_AO0}X-(gPJt?p~^)|{Oe*?!U!SK)5__Dwjhvyy%b5rsVq?lSaTmO zJj;5ImwTHm~TS8-8SM15kKMy)aKk86ZR=*OA1z8yWv5iZLN=CpH zaRxnpqDs$S9rVeE)(e^a-or_GjJ@*OJe27U6+7k>ytz`BPl|@(??&@H>G{l}KeG6t z&=5;!c1xET=e;d3AS;-*D2u=2;FA2wfQL50@Dqcd!o7vG-#?6Y#N>PiC?|GlEypH( z^(1h?wsoQpJ^c95#jcW-nTRC|;Z@|k zo;-y?k_o$oFE!b`X%)z0KrK&ct~myxW#FR0VcJaDk4CW?8nwWWHj)sie(zQ2+cXGk zM@!G|=)3n?VC$Ms?DmXka$WCxi3cXO?>+M_odn1-IVWgr>2gVHvJ|9X_n~@lq}e~J z`Vt+6>f^rK+UpCIGWbA@Xa7QR@w0iGll3C-0gs0IaM$2pqRF4?0GPA?D)4GYU!Rid z3xy@7nYlfwf@l3Ndh5_4PmEY2ilWTeER}7WJBm*nN@QAX(?7rP*u7z_vK>2i%x>|Q zy&tPm?5lZkSLRE4Gf%E1SEj~hstZ33GKZP=c$rHQvzDwC+>RvL5`_J^1Sg?k2f|lk0 zr_&et`XT2C{7ixc#j!x6v=*?vgFZ{8r!9#@8r(2grb#gN#A^)E2Fii-QNP`XoM05b zy5x@e-e^xE+UTUatj!V2*N|tMjb8P}(2Oideir`QWR93V@KWhqa=dv?Q&|@HQHVX| z;l(c7He9oa!&yqa6}rFk8-@tYv<`JE*%0rC#;-|){L_!S9gXVk2u!2K3Fw75ie8Ny zQigPPvz6Eu?7a5r9Yz+$<}T)7u^|`y4A?SBYKJx2y(w;&O#UASgb_w2qI7>B%Jf!` zUG~5h+(5$@z%ZspN=!k;{CkZ`UJD*C6PDvD>0Si*lWK;$k`W}z%AgJnr@4-mr@t&_ z_ouJ@nr=b~gI_yd{!nu;xbc{34K~U7{i-~e-&O^MaEvi)Fc}s-7s!c`OWbb>HhwT1 z<%bj(;^A#Z2w1U2(3}49!#xwLWwyvzR36GUoZ{aq2WEF~ZF^fMP1Bz#?}pw{F+X+! z9dGt{M>C3M(=D4ells!Dw{}i<+Hm>m1J}Nnt;1|V{wqko#uWn=neq|7C5}=~{rkDn zgg4HzZO2w%6V}|e7Oq{K*2o%>XQ0cY^OypfR3G;7PlRP(m}T6e0mB@*RQl$VAbvDl zsH4ZQCg9jzCOD-!sm?0)n}!jt^+nI8z#C~1X|$4$pJs&ar>}R$wleQ3^&Z*#G=dTF zUV}BVzOIDIU`7bV1ukazPkSikX6oYtiW@al)In){O74T1Dj_ORhku#hTgV?nWI5ZE zw8q2*^~vG81qk{)!XlUX`Szg{aw-Ies@fG`51@;iBaZvE%*GDi>7J|a(+sCj#hBQw zSr{MwFJt}K=H#R-#5I6L47g1*k^00@8OXW1!|EF#k>*-~PUs=k3G7G#4@V z$L9Q-SV2tvFADO7sQBTzepDZqJj(M*KNSdeJLyUIRG*@)K>MwlKXLy}il?|i$K!Nq z#5ZZ_k+X+#)Rp~&tz7ln@;z8;xt;@DVaCTb3odAlY zY1Z(CATUl4zQJe?-GETiOA+*iz-s;@2`Rvr;=BQY(aaMJDJqvTCkct&oHzqX0H3nR z4M~H{24a#kcd&G|B4*|I#+=}UM+@k>tZ`uZFID%L*6~taG-t|Lnov1_hgz4d(>Nww zF;Z(6M)JyK8Q<<-2m|s)M&gfK)`~Mxg}-odaUJnue-$g-ZnE$S5EWbH*vG+E5oWu+nuPj&fIKVjP7{IA_iNJ1df|BLRArZ)<} zqBr^EKU)g1TKEZ~Mb?^t6%x&;B@_-T!?kB4hltEB7%sjbm>A@7nF`(Mk%h}ANdXf& zfD(#3QXOUfL_@}c9IpeHT>#0VRYr|i4}#<#r-vYctT$q)G{aIIw}QdSqmK3p2mt-i z4*vmTL3T040t*)%-t)?r?} zXVmRBIx~^j0>mxuo#ez3dk$)ZR|)wiyntXGn{B8IrBz7_p%LaJmK+qN*}Q}tr#L2~ z4A{9(B|n4&)i7%qCrqJ*AR4g#5k07>DhWX1kzv{e^FB!m1t4RQT>ziNL5O!E@%Kv7 z76UV1N}!!2q#1%^v7jIq;f2W1RpQk9$Q7i&@w`e3Giwoj#V9o?g=`n)VV45*f4z!z6LJKQ!w{Xmhq#1b6dPRb$E_0X z0JG2UBopX1GpLWXRXX3S^*#1+>Cl`*)Oj;#Rs!h z7&rAmk|cq#nF<&b&|;0u=yo1o-l5ocJ)l%N>=M1cyXpi^qTtob z<3%Cv)7z|xp8PZX$MF-3zQ+`H7m2w%O47l|cn{$7da=me7B)q8C8*5X>K#P>C>=PvWW?qO-zB-9mRKeJACMi=D zl~f5^idYveaQFQ{Xf0BmP#5vTqqSv2Dv;7YJu;oXeAF8+!BP8PZYig>9l8T1bfe^P z4k+LH1vmn&nu`Y!&^jI{755L;WK2K#vSmy?B=0#sdZQ_T70|nkR5E06boOE@rzgz` zrUYUIu@=svP_`zy^(F$cUH+~?t4Za9PP1>?;2LPeZBQXgKX>6Kwzq~CFL1$Aqi%s| z-j96WU#>jt27Nn15|Mdf?X;7ECu>7`l3Q{T02mIMzD>QM+ns{nu|o&0YASvxJ`w~H z4J{!7Bn9jWeKeTctOh*@)-L-qRSwYk>cThOW7cju5Gs2V$ac+FQXv=;?H-X_y&S__ zhBySD$rt@IemhVe7s;9|>BHgLw}b?bE=yUB{rm7W=&cHm@mArLx^SQ&QGjOtIaAio z2rR$jbGEnQ_QF?(58acvUBP9v{QcGUqGLbpL{MJ@k*L_DQZ(&rAzcT z4lgoE`EJ*S4XyA38cSjBD%oHW3^x^yZbPJkzT>kLhez%r4P;<|A8sHR%yRXZY7(PE zlplB?0{G0G%l%Mf&f1+oXNBFas8giXfT_)KVsyRvmG>H>MW^WTg%vm(wrgpz&_$%1 zl}WYZqdd;TdOvfk!K3BX5i$}96B@G{p6rjmn7H`hj|dh_qEa09HMG&Yi-(o@sueSz zu_LvK66*AoMHl+g-_6HVNWJ2!x^_y1y_ahYKMy-nEf+E*qVX_`)d-s5Rc_5yfr?@x zKLkc^Y{oMF%Q=bpfp^t@0pojP(E)2!SyF%NMEtE!eT4Dp@}mo(AFn7O24tOsu0KUv zMWNbdgJKlFayZAfDR4Oi3#?r=9f#UQO5B$5R-MIHz*M#};gxCUZ~dXwY@f1mNSPu8 ze3p&4&SaY1AH2vGYEbRxgViM?fk=m*M0wqnh3lg0J&)u3HIt6KU0h76jSdx#tX7yO zqF?-H@f!_;o?r|~d>XsO#?dfB^r1=k`vn?cIrs<*#gMalZ@Yr!EpN1G9HwbuB+>zG z$1w3(6d|uoV;}zuYD1(Z9md+2BWzE2sPxjop~R& zocdJ`)X0|5B^%ZoKL<$!%tf1jU)Fyf-Z0j>GdbsVp!DBT_aU^&ckAom z_00cHe?75lMCYh(A<%lai5=+GTxFToHfS_F(J=!}Xk@qZdzgFXIY7e_Gx{z~2R(Br zW(Lel7KMznlgNaDP&-Hie4pGq#kG-ZhD>=&ebAy7~teu7ADm(FKpGfII}S$dp3reRxkaHpXfjL}s}9-&~EH|2J6 z>Qjn^(yc6_Ec3k;+R`-kGi0ioja#A-VMc!?n3k{~J=2~0tpFoK0=-7Lt*zTZ*3|Yw zO42zAjTOktpC${oDQdox_YbA+6$SVq`c z{8iknLIj^og7&=`ZD|IIe8KEFGfC=OpSeVnK2cI@YO+>AutTkc*6X`JH4j;+t(nh^ zuGEpRdiSz9B;2nIJlOJUPPLLCEmoZ!(vjEo)7QJ{04LPKtg%hXu$;6Xr4mN9yYo5*H$wyV(q$%Pg)|T;3DWn^u z=9v{5#6bt%Bhsv`qQnvV!M);$Dc`gy1^2;Ja*a{)8nLGpS=1T~wH9d}G;W!jl0k>7mF94DU+_k<8T zIvC^`8Q(HF;GWsr##Fk*(t=2)mQU>Z=`M;~2M3l3NmlF64QJ;Grr6Fys$VB1dQ{}@Yqc^LS zpf_G&z1j&Erq2JkSv2A6tc_1Lsm>cv6h6ja=F7#>+3@4q_m==JnJDeI4s>Y*@zHOp zMVb{(PTDTa$7Dl7UgY;ndUJo;kbU8Gh40x!0e(x`{KEZNhuUy&?eQ#M(xrG!vj`5E z)N0hKRI(+^rpR1TRnz!2RpioZ>EyEECNIjgqy?2-sr&htrhCYk_eel#O0xd?ATRCU z<1ibUY36osT9WB2-`~fC{Jj$st|Sx3?zD^_M&J0-Srcd;=cqpUP;xaDlXfzR*~F=k z0aRBnx2S%gZ4-j4pq+z!XJ2;%L2&SVvm}xB&2Z$78DEPhI)=)`7RVJqgK1SxH46 z@KMbo6``N(un`Xr*p!G+e7$TB0vJI7p3(gWvTrP3xdjiYUNMPoJbV)yfaxvGaa_T@ zBi{+ZEBNkhRUs95S^rU{@s$=H`KJl0{%3B(tHI|A`sZEM!IalMN}EH<5`I4Kr}2J6 z-K_6=SqxPDD_GkN#78{_^HPusZULt}l7Ef}s-n}A?bk1E{fr)ob07V@6JDW!*TTp> z*?07s*H#G^HTg1{vB*ecktTweWQ6r8i~iV_S@MpIEVQUknf|6({(t-gwbOTA#}B-? zL)hP~&R7T)M-|IwJvnp?I zn>q(CmZ_WR@z~$K0`IsoHGZJdi^)t57v*qk6j?CzU&nGg3{os|9xkgX|=X~ z4dKggpF5<+fz3O|8_4zrgolJTqTUC|(Zgyy-Rg>00et4+=>`SLNW3a0O(S%NACtYK z37Xv(oXbzPHK-UQBe_x;cV4V-owY*}9<{TCc4tlVXsgTN92}B8CSq_vRPI~LC_#$! zhqgxSg^i=tK_S=j8paKhGqY3nDZ}ZDg9|L)1+&aDp>|M z`Ub2-hrfTl<+a&PMzcz+YChkT7_`AIfg07^!sG=VsSSD+a6K zZD*tocD%+06*A-$@y)7Nj7EPz$3igor1VHaVnA>;*RMeGnM1HOUkN}3K#?=Eu(5Hm zGV9QQnB*PJ#QqhCBBmDO`NsT>otcH@e+E+$MWDhU*_cxZMWOKVSh+w<64uTxuEeY? z?EecVzKmBysL6hDzme?h~GXOo5l(Htb^WE8Rp zL!dy3DD&T_q74QQDF?U*7qQ_&qZ<3m!OO#$(vuFw*A8&q1Mmo3X)i3s>&q_$hG>ZU z`3fUsh>}{tbJkK?a;ov)e21>#CbfSQ!Sg68XMKK(LXA{}Bno-LQ<{>VknZsv7-vCE z#w!V@N91Oy7q&AL>GMmAp&r^3HX>))S*N86mP8dfpxOBu8$UzEcaMaLVaSY#gbV-n z+*7W*n1ufVPw1Sq~kU` z>MPkdF+ja=9X9n-e81rux`B+)hMreK_rvQ|P8!XlG){}z)~Ya&VmD+HMW3DUl6r(Q zSR~b4QD&K@xR!L%A3yLx%UzW>?T3nB#LDYPX6Ftt1w5e~g?m0z7LJ%PS~mL7MRS52lSW8?7C@w8HZ5sTbS$>*<)Q^T=OOjjR2g`dQ;{RgC;q z%uaQ7LyvM;)h$jB=u;lEzgFjKn^&yf7c_~I4LB1<%B110OA#?{W_9#LyB4P8^<=Uw z0?)2&%U*D#H58DRWfeB6XXMC|PK;>~=6~*j(iS5@u@ssL`tU2NPUSsauxDp>zPA_V zuuW7yP&u~p5!mesq zxH<2*zQ+CU`|gcf_3FA`1JsHK2c$b1zEy8M#@hJlZF<5XvOx7?7NPK~StIztv86pgYZBU7x#9H7eX+@4_NaTb;I_YZ3!VUz&IhS-2{Y?P(JRJHm9V*O& z4r?hc=~vLBn$6F?ko)!NIwfCH4ktSZz%62WzP5DfJ~A%GoW!*6#^h%vGxib=5_mKc zz_z2i7QNZ#hHN{_ylzmKb(vmSadFM2dgw>i36L*F5tx->HG)H$XBst6fuylAQ8bCk zf-D)ub@-%m`1b{rF!G!9QaAO}LQA~;!htNjXf#f;TJ5UYXbkhFt9j?7aSBS~d;+v3 zP+U-|1d3;!7fxH5tp2vLhEJK0CMjzfTz@0m)0=Bma@p7I56-UwNVn6sg<+X4?mkik zh5JS{4$gCsH`1-0%M+7BQ#f-IDW|#?bM|%exlOeBxr|0NIq2X`Oy0RL<*=Wo zAEQqm#M-Gtqip56ZJOKmO_Af)uz>oo4CCPLC}e~`JIuPzSFddu5TVJ1K=8dwbVzhw zH@m5?T%E?5Y{}UG>~2>gv2@kmw&-6RJd`beu$vo5w_Ex%Q%E)b^#V;KXJj0ybcI`J=o z2cseC?G?eNN3_o^WX5lqwYssj8A`arNM^qv@lscPuy$twsZxi-tdIMXtae$-x4t)? z8%ehK+pPg@C%N_>ZTKUP8^$To8i$fyl~~VO+t^WAv3k{VtA+@xi_ISOtL6p9OWG3$ z(3}2ORq^Qp&qx<_Wa%`=CT~y{bc8=Z<_=~quFmGh_WzL_O>96c?CiwM#Q%}__&`i* zUQXsIzh$A&0Co<25RdEjI|qnKlUSF9n3b62pHjuq(egf? zwfzxh5JPYd##jykZ4O#l4pv%@1Vu(8)CqSgpz4d-2!WT2+&6>B@FhgUD#-m$0DO3f znBdtA&Ok1DTMoW=4mR2h>>KkZX`EmZoWt@T1*lTJ)KR@$a&?0O9-yMq2Lx7T*#p=O zf(h00W-Oy$Hkx&x$LI0DpbC}qx+SAbo0JxabhY+nhUKDF^I{UwM%d**{WAWsuV<>~ zKrXTr2XUCw=V2$v;n1=I|=wXG-LcQu}jkP6CdJ(iC fAp`2FcnJQ_Q%U(F4~6va{2bgM3JP&W3DAE5PTg#F