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</div><h2>SL Paper 3</h2><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Define the terms fundamental <em>niche</em> and <em>realized niche</em>.</p>
<p> </p>
<p><em>Fundamental niche</em>: ..................................................... ..............................................</p>
<p> </p>
<p><em>Realized niche</em>: ..................................................... .....................................................</p>
<div class="marks">[2]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Explain why the carnivores in an ecosystem tend to be fewer in number and have a smaller biomass than the herbivores in the same ecosystem.</p>
<div class="marks">[2]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Explain why carnivores tend to be more affected by biomagnification than organisms lower down the food chain.</p>
<div class="marks">[3]</div>
<div class="question_part_label">c.</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p><em>Fundamental niche</em>:<br>the potential niche / the niche the organism could occupy under ideal conditions / the full mode of existence given the adaptations of the species / <em>OWTTE</em>;</p>
<p><em>Realized niche</em>:<br>the actual niche / the niche restricted by competition and environmental variables / the niche resulting from the limits placed on the species / <em>OWTTE</em>; <br><em>Responses must distinguish between the two types to gain credit.</em></p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>energy transfer along the food chain is less than 100 % efficient;<br>10 % energy transfer between trophic levels;<br>nutrient transfer is less than 100 % efficient;<br>each carnivore needs to consume many prey organisms;<br>tendency for size of organisms to increase as trophic level increases;</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>mercury / DDT / other named example;<br>biomagnification is the accumulation of chemicals through the food chain;<br>chemicals that undergo biomagnification are stored/not broken down (in the bodies of the organisms that consume them);<br>chemicals are passed (unaltered) from one trophic level to the next;<br>chemicals become more concentrated in the bodies of each (subsequent) trophic level;<br>organisms higher up the food chain consume larger amounts of the chemical;</p>
<div class="question_part_label">c.</div>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question" style="padding-left: 20px;">
<p>Few could give accurate definitions of the two niches.</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>This proved to be another weak area, as not many candidates could link the decrease in numbers to the loss of energy between trophic levels in an ecosystem.</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Most candidates did not seem to understand that the term biomagnification refers to the passing of chemicals along the food chain, or that the chemicals are stored in the bodies of the organisms that consume them. Consequently, there were few good answers to this question.</p>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p class="p1">Outline the role of saprotrophic bacteria in the treatment of sewage.</p>
<div class="marks">[2]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p class="p1">Explain the formation of methane from biomass.</p>
<div class="marks">[3]</div>
<div class="question_part_label">c.</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p class="p1">sewage trickled over bed of rocks with (biofilm of) saprotrophs and oxygen added;</p>
<p class="p1">saprotrophic bacteria feed on/break down organic matter (found in sewage);</p>
<p class="p1">transforming it into harmless/re-usable products/ \({\text{C}}{{\text{O}}_2}\), \({{\text{H}}_2}{\text{O}}\)<span class="s1">, </span>ammonia;</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p class="p1">bioreactor with anaerobic conditions;</p>
<p class="p1">bacteria convert organic matter into organic acids/alcohol/acetate/ <span class="s1">\({\text{C}}{{\text{O}}_2}\) </span>and <span class="s1">\({{\text{H}}_2}\)</span>;</p>
<p class="p1">methanogenic bacteria produce methane from breakdown of acetate/ <span class="s1">\({\text{C}}{{\text{O}}_2}\) </span>and <span class="s1">\({{\text{H}}_2}\)</span>;</p>
<p class="p1"><em>(Accept correct word or chemical equations)</em></p>
<div class="question_part_label">c.</div>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question" style="padding-left: 20px;">
<p class="p1">As was stated in the N12 Examiners’ Report, candidates did not do well in this question on the treatment of sewage. One mark for saprotrophic bacteria feed on/break down organic matter (found in sewage) was common but seldom was a second mark awarded.</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p class="p1">This proved to be a discriminating question as 1 mark may have been given but seldom 2 marks and not 3.</p>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Explain the principles involved in the generation of methane from biomass.</p>
<div class="marks">[3]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>State the role of <em>Rhizobium</em> in the nitrogen cycle.</p>
<div class="marks">[1]</div>
<div class="question_part_label">c (i).</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p>organic matter/manure/waste/agricultural material/seaweed used;<br><span style="text-decoration: underline;">bacteria</span> in digester transform biomass/raw material;<br>anaerobic conditions / constant temperature / neutral pH in the digester;<br>bacteria convert organic material to organic acids/alcohol;<br>other bacteria convert organic acids/alcohols into acetate;<br><span style="text-decoration: underline;">methanogenic</span> bacteria convert acetate to methane</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>nitrogen fixation / changes (free) nitrogen to ammonia</p>
<div class="question_part_label">c (i).</div>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question" style="padding-left: 20px;">
<p>Most candidates only scored one or two marks in this question as they only explained that bacteria are used to transform organic matter. No further detail of the process was provided.</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>(c) (i) and (ii) almost all scored full marks.</p>
<div class="question_part_label">c (i).</div>
</div>
<br><hr><br><div class="specification">
<p>Increasing carbon dioxide concentration in the atmosphere leads to acidification of the ocean. This in turn reduces the amount of dissolved calcium carbonate. A study was undertaken to investigate the effect of increasing the concentration of atmospheric carbon dioxide on the calcification rate of marine organisms. Calcification is the uptake of calcium into the bodies and shells of marine organisms. The study was undertaken inside Biosphere-2, a large-scale closed mesocosm. The graph shows the results of the data collection.</p>
<p><img 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" alt></p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>State the relationship between atmospheric carbon dioxide and calcification rates.</p>
<div class="marks">[1]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Distinguish between the exchange of matter and energy with the surroundings in a closed mesocosm.</p>
<div class="marks">[1]</div>
<div class="question_part_label">b.</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p>Negative correlation (<em>Do not accept “negative” alone</em>)<br><em><strong>OR</strong></em><br>inverse relationship</p>
<p>Decrease in calcification as atmospheric CO<sub>2</sub>/pCO<sub>2</sub> rises</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Matter does not exchange/enter/leave but energy exchanges/enters/leaves</p>
<div class="question_part_label">b.</div>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question" style="padding-left: 20px;">
<p>N/A</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Generally well answered though many referred to exchange within the mesocosm rather than with the surroundings.</p>
<div class="question_part_label">b.</div>
</div>
<br><hr><br><div class="question">
<p>Discuss the definition of the term species.</p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>a. meaning of species has changed over time / no longer just based on morphological features/phenotype;<br>b. species members also resemble each other in physiology/biochemistry/DNA sequences/use of habitat/behaviour;<br>c. but species can evolve and features change/species gradually split up;<br>d. definition now based on ability to interbreed/produce viable, fertile offspring;<br>e. gene flow among populations of the species maintains the species’ uniqueness;<br>f. some interspecific hybrids are fertile making categorization difficult;<br>g. further accurate discussion point about species definition;</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
<p>The discussions of the definition of ‘species’ were very varied, with very few gaining all three points.</p>
</div>
<br><hr><br><div class="specification">
<p>The graph below shows the monthly mean values of terrestrial invertebrates from May 1997 to June 1998 in the northern hemisphere. The light line shows the biomass of invertebrates which are prey to forest birds (terrestrial invertebrate biomass). The darker line shows the invertebrates which lived in the stream and have moved to the forest (aquatic invertebrate flux or movement). The black bars on the horizontal line at the bottom show periods when trees have leaves and the white bars show periods of defoliation.</p>
<p><img 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rZ2dXWJZGKVJMlpmZmQdQzghGdzc999993I21Gr1Wi9j0+YZwbwZa5Wy5zLBFhI1ZdM5PFAhMuXs2fN8inLiQ88IHAk/mhsbDx58uSFCxd27NiBfX1sf39/YkKCxWLBGwYgD86dOzfxgQd++OGHyJtSq9VoP4nPF/NMf76sKC83Q07HgMjBl+LpCUUIlvHYLZs3x8fHew/G6t54Q+BIfHL79u0dO3b09vYODAyQJHnp0iW88awoLHy7uBhvDIBsqKutjRo9uqOjI/KmIhyPNRqNaO0kEADwpYjAtT62ID8/dvx4WpZxsbGzZ80SyXijy+UiSdLlcv35558NDQ14B4tazObUlJSBgQGMMQBy4uM1a57kYvKSisyXRqORuSYWOpr+AF+KCIz7L5uammKio0cpFDNmzNi+fTuWGHxy7ty5qqqqW7duURR18ODBo0eP4orE7Xar0tLq6upwBRAGaB2cMA8ZRqMxpHvlarXYZ1LSVSq8narnnn32nXfe4aSpIH3JHEZCUkQ5Cpgv7D8X0SIHXwb46UrrKQmjL61Wq4IgsrKyykU2JnPq1KnGxkb08dGjR1taWnBFskqvz8vLw3X38CjS6RQEAeNsPklXqfD+55w7dy5h4sTvv/+ek9YyMzPfLi4uKyuDLLL8IQdfsrDZbGaz2Ww276yvl1bXE6Mv169bNy0zc+nSpYUiq0vV1tZGO/Ls2bMNDQ337t0TPoxjx44lJiSIrY5YYOx2e7pK5TNZKFcU6XRiXk45Yj8pwv5lhP2wurq6qNGjudpVDL4UAFn50ntgQSq+dDqdFovFZDLhyreekZGxft261atX/+1vf8MSgD/MZvNvv/2GPr58+TJJkn/88YfAMXg8HrVavXXrVoHvGyEV5eVogwE98sYtQg72hgH6xgOfE4kvg2k/MB9//PGTTzwRSQtMoD6JAMjKlwqCMBgM5r+QUP+yubl5Xk7OnOzsyampwt+9p7tbQRBtbW3ffvttSkrK3bt3hY/BHw0NDV1dXejjW7du7dix4/z58wLHUFlZ+fTcuQLfNHLobqWCILwznKG3e/QltL6Dftyk/nIhLVo6Tzedqpu+nJ7uQpfT7TMfXv2FR0eFvEVfgm7KqpiBxpbpLp13PQ2UyA2NsqJ/6W+Q9S3QTw/ovrlaLTpOux8dp0+m/zdY3+yI7Qfmueeee+ftt4M5MxiE8SU9ekej0WikNe0VCbLypfe4E7c/SJ9DW8y/E+b4DP2GEnxyKVzjsZ999llqSgpFUeYDBxQEcebMGeFj8Inb7SZJklkAZM+ePQJnoevp7lbGx4u2F+UP5opHZBrWV+kj6K0f/aUwj6NfbHSczimKDqJfaWb/kula9Cn9l+IzfzfyGTpOuw119ZjrgCrKy5nX0n/O9I1QDGaz2dt5rO+Fjoe5Lgndmv4e0fl0PMxoUWz07YJsPwAOhyNh4sTvt20LfFrwCOPLXK1Wr9ejhxv0SlepwJeSxGazMeXEYVJZf3VwKIrymZvYaDQy3y+CVCYuXz49dy7aU9jb06MgiD179ggfg0+cTidJksyCl0eOHPn111+FjGFeTk5ZWZmQd+SEXK2WfhdD7/LMX0Lm72QAB7C6SnQ3y9uX1H/3L4PpY3n3L9HHqI4CHQP9d2S325lBMl+0aJl/jN7PBMwX+haY92U+Cvgcp6Xv6/1/5a/9ANTX148eNerEiROBTwseYXxpNBpZjwI2m42ZmlTeyM2XGo1GqVTyNH/pvW8JZXv3PpP5fsR0Z2Cw+LKvr09BEC1mM0VRw8PDD6enf/311wLH4I+enh6TycTcCdre3t7c3CxYAEajcXpWluSKkDDHPHwOfjDf0IPxJToHtTCiL71F65NgfEkx0n/TJ7A6ncwz/fkSjTn7jIF53J8vUVNocZPP/yt/7Qdg7dq1T8yeHdIlgZk5c+b327ZZLBbBCrLeV6ZEyMqXSqUSVfhCL71ez7cv0UgX690B/VHR7yOsTwOAxZdbt26Ni42llZCbm1taWipwDP7o6Ohg5Yzt7e2tqakRJpcCSn3X1tYmwL24pUinY/VvkMzoX8JQfck8P8j+5YgdrCB9ST9u0if4ewAN3L/0uZbVu39Jj9OyjjPncX32L0NdKzv/uee4TRSVlZU1e9aseTk5glUXYY5h3CfIzZesI9xurvLZv6T++suh/2BYC+eCfNymMPkyNzf31eXL6U/feuutJUuWCByDP6xWKytT69WrV1G6HwHuvrSgIPIqvsJjNpt96oT5K0rP1VG+HIB+q5nPgvSYJ3Nol/Yl+hLTl+haWqU+u4NB+pKOnPnEqWCsYKID8OfLivJy9D3StzCbzXQ/kvl/4jMe5jgtc7FxMO374/z584kJCdu++y7AOaEi/PpY8KW0MRqNrJ8ft4kqAtfBYf1Rsb7EDMzhB6vVKrAv3W73mKioapOJPvL5559nZWUJGUMA9u/fz0roc/fu3draWgEKRzc1NaWmpGBP7x4qzLk9lmBYx5krSBX/vWSUnhRUeKWAQUveaDfQc3Xeq2Fp3fp8WKTvwjwNmVLhtVDA26De63XpBplzn8y7e69x9f5+Wf9XrAVTzGjRNF4w7ftk586doxSKE8ePj/TzDAHwpQDIypfojxmtr8vVajUaDd/jsUzoaZURfalKS/P5Sk1JEdiXJEnGREczrVBbUzN+3Din0ylkGD65d+9efX2992JdAQpHu93u1JQUkZQP4xvmeCwgDOvWrp09axa3bYIvBUBWvqR3aGHxpdlsZq65p5/ug9/WLfx47LJlyxYvWsQ8cvzYMQVBCLwG1Sc3btwgSfLChQus4wIUji4pKVm2bBmvtxAP4EvhWTB/fvFbb3HbpvC+9LfeB+19FzISwZCVL72Lgws2HktRFMqlgj5mrY8NMgyBfTk4OBgXG8vaAXb9+vWJDzzw888/CxaGPy5dukSS5PXr11nH+S4c3dbWlpiQwNzEImOYo4igTGG4cP78g4mJ3337LbfNCuxLlODC5wttUpDl0llZ+ZJvAvgS7ZimP2Uu4Qv+nUhgXzY3NysIwlsMs2bN+vTTTwULwx9nz56tqakZGhpiHb9w4UJVVRVPM4sej2daZqZgKwwBvjEajXl5eaIqwdawc6eCII5zOnlJUdRjjz6KnnvUajW3LfsEjaKhLQnoRX+MJsVk2cUEXwaL9+IIf5l9EPQKCNHm9ykqKvKZ5u2ll156/fXXBQvDHydOnNi7d6/38T/++IO/wtFlZWXzcnL4aBnAgsfjWbNmTUZGhnhyq65ft27W449z3qzw47H0iJrNZsvPz2d2KPV6PfQvAX4R2JeJCQmVlZXex9esWfP0008LFoY/jhw5cuTIEe/j/BWOttvtyvh4wbZ7A4Kxa9eu5KQkkWTMf37BgrfefJPzZjHmW0fDsMwjKGcelmB4BXwpIoT0JSp42dPd7f2l77777qGHHhImJ0AA9u3b52/M6uDBgzabjfM7Pj13rs8HCEAGOByO2bNmvbp8Od49QhcuXJj04IPfcj15SWH1JdryS3cobTabUqk0GAxYguEVWfnS+4nGZrOh2gtY4gkVIX25Sq+f7mefZYvZrCCI06dPCxOJT4aGhmpra8+ePevzq3wUjt6yebNarZZc6jsgeAYHB98uLp6elSVwyn4mDQ0NCoI4duwY5y3jredVpNPR85cKgtBoNDAeK3YUBGEwGFjrVFH6Dz66I9xSVlZWunJlSnKyMLdDBS99fulcb+8ohQLv7sPAk5Rnz57duXMnh4Wj+/r6EhMS+HgXA3zCnPsPvOycc6pNpuSkJFxLutavX/+4RjM8PMx5y9jrX6INdblarcFgkKUsKfn5Ei29USqVer2e+qvuj8vlys/Pxx3dCAjpy87OzsAPuRkPP/zVV18JEIk/Ll68SJKkv2WNqHC091aTsMnLy1ul13PVGjAi9I5k72w+AmC326dnZb1dXCz8pMPzzz//ZlERHy1nZmYKnD/2PkRuvqRXrqJcsgpGAmickQWHYOOxdMFLfzz77LMrV64UIBJ/nDlzpr6+3l8PktvC0XV1daq0NOzztfcPrITpAvcvEW63e0VhoVqt9jmFzxMXL16c9OCDPC07mj59usD1Se5D5OZL9IHL5QJfBmD2rFmBM4kXFxcvXrxYgEj8cezYscB1u5qamk6dOhX5jQYGBlJTUlokMsMtD5jVpClMvkQYjcbkpKRdu3YJc7tdu3YpCIKVEpkrsI/H3g/Iype5Wm1+fj6qrYNyGyoIwuVyofVauKMbGWF8ySx46Y///Oc/jz32GN+RBMBisVit1gAncFU4uqioaEVhYeTtAEHCzPOOdi3TvkT5LNHHdOJ4u93OTHdOH/dZ8yQMOtrbMzIySktLBVjq9cknn2jU6j///JOPxsGXAiArX6J60QqCQLtlUYEepE+u/rp4RRhfbtm8WRkfH/jdoa6ublxMzOXLl/kOxh9NTU0dHR0BTuCkcLTFYrl/Ut+JhwD9S+aXmImXkSZRAaIgszEHj9vtXlpQMCc7u6+vj8NmvVn4/PNF/ExeUph8iXojAt8UI7LypT+ksl5LGF+yCl765MTx4wqCCNzD44/BwcHq6urugBNLkReOHhwcnJaZSZJk2C0A4RGGLylGwiyeojJs2pSclBT5Q5g/+vr6kiZN+p//+R+e2hfGl6hPotFo8vPzzWazy+VKV6mksmEvcmTuS27zrfONAL7s7+8fExU14oTNH3/8kTBx4k8//cRrMP7o7+8nSTJwTbHIC0evX7eOVZsFEIbwfEn9NZbL37vzsWPHVGlp69et42NstrGxUUEQ/PXGhPFlfn4+nYgA1SG5r6p6ycqXaKtlfn4+T/W8+GNgYADtJ0lMSOD1Rt4FL/3xxOzZZWVlvAbjj/Pnz5MkefPmzQDnRFg4uqO9HVLf4SI8X6LJS9TL5CMbIqK/v3/B/Pm5ubmcl4D95yefqNVqDjcNs6Anhnn9s2XubqcoyuVyaTQa8KUkSVepeK0XzR+C+TIvLy8vLy+YM19++eXXXnuN12D80dXV1dDQMOKe7v379584cSKM9j0ez5zsbMOmTWFFB0RKYF/Sf7MoUwyyI/NtGi3/4U+ZFEV9vmED56umFy1cqONzFYVg85doGJb+1Gaz8fqzEBWy8iVaDcs8AuOxTHwWvPTHxx9/PNdX9RIBsNlsBw4cGPG0sAtHGzZtmpOdDanvsMBcH1tRXk6vfWXWv6O/SsuSnrkUrGBni9mcmpLy+YYNnLR2qa8vOSnpm2++4aQ1nwi/3ue+GolFyMqXer2e9aQjrRz5fPty165dY6KiglwOum3btuTk5Dt37vAXjz8OHjzY2to64mmdnZ27d+8OtXGHw6GMj4eV98CIOJ3O3NzcBfPnR76Cendjo4IgfvvtN04C8wn4UgBk5UuKovR6PUohW1FertfrpTIei+Dbl/4KXvrkYEuLgiC6urr4i8cfjY2NweQiQIWjA09zerN40SJ/iXMBgIXH41m/bl1qSkqEuYXL/vlP9cyZvA5pgC8FQFa+pMd2mC/cQYUAr770eDyJCQnBT9o5zp0bPWpUGB24CLl9+/aOHTt6e3tHPDOMwtEkSU7LzITUd0BINDc3JyclRTLhvXjRIt0bb3AYkjfgSwGQlS9ZUxoulwt8SROg4KU/pmZkCF/EzuVyBblRBBWOPnPmTJAt9/f3JyYkWCyWyAIE7kf6+vrmZGcvLSgIo3zmpUuXHkpO3rJlCx+B0WRlZaH8sYKtvjEajf7uZbfbZbkISFa+zNVqWe+zEnr8qaurq6ysTE5K4qn90tJStVod0iXPPffc+++/z1M8/jh37lxVVdXt27eDOTmkwtErCgv5y64CyB6Px1NaWpqRkRFqN2737t0Kgmhra+MpMMTDDz+M6pNwtUYpVFwul/kvUF5SLGHwiqx8ubO+Xq/X0z+znfX1EupfrtLrlxYU8LefBG3EDumSt99+e5HgO/pPnTrV2NgY5MnBF45Gyx39FQgDgCDZtWtXYkJCkIvMEWVlZTNnzG9QnysAACAASURBVBgaGuIvKgpr/li73c5c9kwvb8YSDK/IypfePzMJ+ZLiczy2o71dQRCh/jlt3Ljx0Ucf5SOeALS2th48eDDIk4MsHO12u1VpaXV1dRFHBwBUT3e3Wq1eUVgY5Njs4sWL31ixgu+oMPqyorwcZS2A/qWUQEmZJdq/pPj0ZVlZWeCClz6pr6+Pjo4OaUFN5JjN5uCX3QdZOHqVXh9klgYACIbBwcG3i4unZ2V1dnYGPvPy5csPJSdv2byZ75Aw+hLlXWIegflLacCasJTQ/CXFpy/VanVpaWmoV7WfOKEgiF9++YWPkHwyPDzc0NAQ/CYWt9s9YuHoY8eOJSYk8F16ArgPQeUzq02mAOc0NTUpCKItiP3EEYK3nldFeTlz7Yher4f+JcAvPPnS4XCMWPDSJwMDA4kJCdu3b+c8JH+43W6SJENK6xq4cLTH41Gr1QI83QP3J52dndOzst4uLva3SenTTz+dMX0635OXFEXNmDFj3549DocjjBW8kaPX61nTYeBLgF948qVh06bEhITw9ko/+cQT//znPzkPyR9Op5MkyZDSqQQuHF1ZWRl8igYACAO3271s2TK1Wu3zOW/J4sXCFCRXqVQpyclY5ukNBoNSqUR9SvTSaDTgS4BHDJs2la5cycd+knk5OWH/xS5btuzVV1/lNp4AdHd3m0ymkPIJtLe379u3z+eXerq7lfHxspxHAcTG1q1bk5OSWJXynE5nykMPbf76awECwDgei1KqMY+gFSRYguEVyftyZ3097hC4gSdfBlnw0h9r16596qmnuA0pAB0dHU1NTSFdggpH+8xzOy8nB1dJMuA+pKO9XZWWVlpaSo/l7GlqUhBEMMmQIwejL10ul16vZx4xGo3Msl+yQQ6+1Ov1er1eBuLkYzz2+23bYqKjw84A9/333yclJQWZPSByrFZrqPl3/BWONhqN0zIzoQgJICQDAwN5eXlPz52L1peVf/rp9Kysu3fvCnBrvOtjNRqNRqOhaykqlUoYjxUvLpfLaDQicfJXwZxv+PBl8AUvfXLo0CEFQYy4aJ4r9u/ff/To0ZAuQYWju/87zx9Kfcd3RhUA8Ilh06bkpKTm5uYXliwpfP11YW6KN18BqsgGvpQYSJxot6zkJq4496Xb7Y6Jjo5kYOS8wxE1enTwCXci4d69e/X19cHng6Vpbm5mFY5eWlBQUlLCXWgAEBpWq/W9kpLUlJSvv/pKmDti30/CfJ+B8ViJYbfbDQZDEZ8FzTmHc1+GVPDSH49MnbopgsoMwXPjxg2SJC9evBjqha2trcxR3KamptSUFCyr6gGAZs+ePQqCCLB4m1vo/LFQ25U/ZOtLKcK5L19dvnxeTk6EjcyfP/+9997jJJ7AXLp0KZhkPd4wC0e73e7UlJRQFw0BAOeUl5dnPfaYYMXj6PokkCSZP8CXIoJbX4Za8NIf77zzzsKFCzkJKTBnz56tra0NY2c3s3B0SUnJ0oICHqIDgNB44YUXXn/tNcFuh3c89j4BfCkKnE6nxWIxmUyTU1O5arPFbFYQREi5cnxSWVk5bdo0TkIKzIkTJ/bu3RvGhXTh6La2tsSEhAjHnwEgcq5cuZKamvqVUJOXFPhSEMCXoqC5uXleTs6c7OykSZO4ajOMgpc+2blz59ixYwXIv3rkyJEjR46EcSEqHN3Z2TktM1OWqwwAybF3714FQVitVsHuiNGXPrMTGAwGg8EQTOF3CSFbX0pxgRa347GpKSmc7NZHtcDCM1lI7N27l7XMNXgOHjz45ptvRj5ZCwCcUFFR8dijj/pMo8ETQfoyV6vlPL9rRXk52pJA70owGo1FOp3L5ZLWissRkZUvc7XadJWKoqiK8nIFQWg0GlbWCZHDoS/DK3jpkxs3bjyYmMj3w8fQ0FBtbe3Zs2fDu/zQwYPxEyb0/PcuTADARV5e3msCTl5SFJWRkfF2cXFZWVmAKZhcrZYWGIfKRO+36SqVRqNRKpV2ux25k6IoSW+I90ZWvjQajejpRqlUoqeb+7b+5fp16zIyMjhpiqKo7Cef/OSTT7hqzSfXr19Hc5DhXW6323/++WfI5gOIAZfLNTk11WAwCHnTEX2JsgrQn6JqwZzcuqK8PFerRR8X6XQonSzyJf2BPJCVL9GPH5WJttlsLpeL/ilKAg59OT0rK4yCl/545ZVXli9fzlVrPrl48SJJkmEvhQ+ycDQACMC+ffsELhxLBTEeyxIk0icnWdGZUtTr9eBLaZCfn5+fn4/SGFIUJbmkslz5sqe7m9u1BuvWrZszZw5XrfnkzJkz9fX19+7dC+9yVDg68sXAABA5n1VUPProo4JlXUYE6UtakBz60mw2owR4er0eVfIq0unQXFh+fr7A/WxekZUvKYoyGo30oizJPdpw5cvKysqwC1765Icffpg0adKtW7e4atCbo0ePNjc3R9JC4MLRACAYL+blCVkFDxHMeh8FQdBDbmazmStfUowpTJvNZjQa01UqlNBbQRCSy0saALn5ksZut0vo59Tf37+isHBpQQEn9byenju3qKgo8nZoLBaLgiB4tZHFYomwQ3zkyBEhl+8DgE+uXr06ZfJkYVJIMlGlpVVWVhp9QXsU9SmZL15Dstls0hrhGxFZ+RKlxqf+msJUEIRUtpS43W6j0VhZWZmakhJhU/39/QqCCLvgpU8unD8fSRHNYGhqauro6IikhQCFowFAMJr37RNm/xULVVra0oKCFYWF3i+ff7npKhV/w296vV5aY3tBIitf2mw2NLyAKsvY7XalUok7qBDgZDz2+23b4mJjOc9amfnII19++SW3bdIMDg5WV1d3R7YbJEDhaAAQjH999tm0adN4nbzwSUj5CirKy9HWO05A+yw1Gg2z5wq+FDvIjjabTUEQaByAw98JAeDEl4sXLYqk4KU/FixYwF+FrP7+fpIknU5nJI34KxwNAEKS/+KLfC8m90nwvkxXqbgdiTUYDGi9D/1Cq344vIVIkJUvNRqNwWDIz89HmjQajdLaKhu5L1HBS5IkuQqJ5t13333++ec5bxZx/vx5kiQjrMA1ODjoXTgaAITk6tWraVOm8DcSE4ARfUlPXnJuMrSBhHnEZ4Y8GSArX9rt9iKdLj8/H2mSns6UCpH7stpkirzgpU+++OKLzMxMzptFdHV1NTQ0DA8PR9iOd+FoABCS5uZmBUEcPnxY+FtPmTwZ1b+McJwmDFwuFyuTmhTTkQaDrHzpjbSecSL35avLl+fm5nIVD5OGhoYxUVFhFHMOht9++42TnxSrcDQACMy//vWvaZmZWGqVP/boo6j+pWAVN5kYjcb8/HzURcnVatHwrPBh8I2sfOlyuZhj6NzOafOKxWIpKysrXbkyMSEh7EY8Hk9cbGzkBS99crKjg78H54MHD7a2tkbeDrNwNAAIRkd7e84zz8SOHz8mKurBxMS2tjbhY8BYnwTtR0CJYsCXkoFOvY9eSqUyPz8fd1BBwYkvUcFLngpv3bx5c9KDD/744498NN7Y2MjJ5s4LFy6QJIkKRwOAMDQ1NcXFxjLfeSbExW3fvl3gMDD6EmX2YR6B8VgJoCAIlDMWzV9Kbs45jPFYq9VakJ8/ZfLkeTk5Bfn52U8+yVNsFEXNyc5ev349583evn27qqrq3LlzkTeFCkcLUKoTABD9/f0T4uJYSQCQMgX+PcToS7vdzvKl5N57g0RuvqT+Kr2GjkhlPBYRqi9Xf/TRuJgY+k90XEzMw+npYacsH5F//OMf//jHPzhv1uVycbUPBBWOPnPmTORNAUAw7Nq1a+IDD3j7MmHixGqTSchI8NaLzs/PRzkKYD+JZKAXxKarVHq9Pj8/X8b1vCwWi/eD7aQHH1y0cCFP4a1fvz47O5vzZnt7e3fs2MFVcuqWlpbffvuNk6YAYEQqKyvHjhnj7cuxY8ZUVlYKGYlarR6x/iVPoFS0rBf4UuzYbDb0Q7LZbOkqlVKplNYYeki+fPmll7x/RxUEERMdzVMZyB9//PHBBx/kfO3fqVOnGhsbuWrt6NGjshwIAsSJ1WqNHT/e+89QGR/f1NQkZCQYfUlRVK5WyxQk5MOTJNJ66wzJl2q12qcv42JjefqDOXz4sIIgTp48yW2zra2tBw8e5Ko1u91eX18PhaMBYfB4PFlZWfETJjD/BmPHj384PV3gX0KM47H3DzL0Jcoiazab0Spn3OEEi2HTppDWx77+2ms+fTkuJoanCC9euDB2zJiGhgZumz1w4ACHI6iocPS1a9e4ahAAAuN0OrOyssaPG6cgiFEKRfyECVMzMnoEzzMFvhQAWfkS1WATsmANh4TqS6vVynqqRfOXL7/8Mn9BTsvM/OKLLzhscHh4uKGhoauri6sGoXA0IDwej+fNoqK42Nh33n672mTCMrwBvhQAWflSQRAGg8H8F9LqX1Khr48t//RT5pKfuNjYGdOn85pb5Pnnn3/33Xc5bPDmzZskSZ4/f57DNqFwNCA8xcXFixYtwhgA+FIAZOVL790jMp6/RLS1ta0oLFSr1Qvmz9+6dSvfD7YlJSULFizgsEGn00mSJLcJb6FwNCA8c7Kz165dizGArKysivJyZnVoXtlZX280Gu+3ckCy8qXNZmMuiHW5XPLuXwrPl19++cgjj3DYYHd3d3V1NbcZL6FwNCAwv//++/hx42qqqzHGMG3atBeWLPFXHZoPbDabXq8v0umktQ0hEuTmS41Go1QqpTh/SUnBl7t27YoaPfrChQtcNdjR0cH5svuenp7q6mooHA0IRl1dXfTYsXa7HWMMePPH6vV6vV6Pqg7LGFn5UqlUom1A6KXX68GX3HLq1CkFQXBYA8RqtXJeUQQVjr5y5Qq3zQKAPz5Zv/7JJ57AG4MY5i9RbjW9Xi+twsPBIzdfso5Ia8+s+H3pdruTJk364YcfuGqwubn52LFjXLWGgMLRgMC8sGTJm0VFeGMQgy8RLpfLaDTKsq8pK18ajUbWAh8J1Yt+eu7c1JSU+AkTcAcyAk/NmbNu3TpOmrp37159fT0f6V6bm5uPHz/OebMA4M3AwEBaWtrmr7/GG4Z4fCljZOXLXK02XaWia7BpNBoJjcf29fVZrdYpkyfjDmQEli9f/sorr3DS1MDAAEmSfNSghsLRgGAcOXJEQRBHjhzBG4Zard63Z4/D4cBSL/o+QVa+LNLpFAQhUV9SUhiPpSjqk08+eZKjqmGXLl0iSfKPP/7gpDUmnZ2dHOakBYAAbP76a1VaGn91gYJErVanJCer0tKwVKu+T5CVL+12O2sAltvxWNR/ZR00Go1oIS5rUbW/4wGQhC+NRmNiYiInNZnPnj1bW1s7NDQUeVMsUOHoGzducN4yALB4s6johSVLcEchrvFYu92Od7UwT8jKl9RfU80V5eXczjbb7XYkP5YvjUYjfSRdpaLV6O94YCThSzT61NHREXlTx48f52mjJBSOBgTjiSee+ISHOuqhgrf+JWvhSH5+vrTWWgaJrHxpt9vTVSp656VGo+E2/USRTsfyZTCOZB4PjCR82XfxYvTYsTt37oy8qSNHjvA063Pv3r2GhobTp0/z0TgA0Njt9uixY+vq6nAHgtOXFeXlzLc4NC8GvhQ7+fn5Go2G3vpTUV5epNNx2D7Ll6jTSQ870J/6Oz5i+5LwJUVRj06bxkkt3L179544cSLydnwChaMBAaiprh4/btzvv/+OOxDMvkS5uymKKtLp6H3wWILhFVn50ltL3K73YfkSzVDSnyIvms1mf8dHbF8qvly4cOE777wTYSNDQ0M1NTVnz57lJCRvoHA0IABr166dk52NOwqKEsF4LHp7VCqVNpsN5i8lAMuOSFQcts+JLy0WS5kf/vnJJ5Lw5XvvvTd//vwIG7l+/TpJkpcuXeIkJG+gcDQgAIsWLiwuLsYdBUVRlFqtrty40Wg0Op1OgW+NikFpNJp0lYrzWTBRIStfFul0RTod+mntrK9PV6ny8/O5bR98SVHUpk2bpk6dGmEjFy9e5HUJKxSOBvjm+vXrk1NTv/nmG9yBUBRFqdXq1197bUVhofAdOzQei0xpNptztdoinQ7GY8WOy+XK1WoFW+/Dmpg0m80+5y/p4yO2L5Xx2MbGxtGjRkVYtPLMmTP19fX37t3jKioWUDga4BvLoUMKghBJ8Tjs633oN1ubzaZUKsGX0sBsNnO+nwQx4vpYerunv+OBkYovOzs7FQRx6NChSBo5evTo/v37OYrIN01NTSdPnuT1FsD9jMFgeDg9ndcK7cGD0ZdGo5FVSNE7Nak8kKEvmXCbr8Dbl8y9IsxBV3/HAyMVX96+dSs5Ken777+PpBGLxcL3g/nhw4dF8uwPyJI3Vqx48cUXcUfxv2D0pd1uNzPwfp+UDZL3JXPHCF3JC73QNiCubsSsqcn0Hxq7987j4+94AKTiS4qi5j71VITV5JuamjhJehCA9vb2vXv38noL4H5m1uOPl5WV4Y7if8G+n4T1gvokYoTpSyRIjUaD8sei3AUYYwsVCfny1VdfXbZsWdiXDw4Omkymnp4e7iLyASocffv2bV7vAtyfdHV1jYmKauAicQcn4PVlfn4+3b9E5aNhP4nY8c4fC77kiX/+859PRFAgt7+/nyRJvhe+Q+FogD927NgRFxvb29uLO5D/Ra1Wv11cXFZWJrw1vXdbgi8BHrHb7RaLxWQypSQn444lKLZv354wcWLYu0EcDgdJknwvlECFo8WQewWQH2tWr3567lzcUfwfGH3pDeSPlQAulwtlY0KjshIaQP98w4Z5OTlzsrPFXy8a8csvvygIoj3cv8yurq6Ghobh4WFuo/IGCkcDPPH8ggXvRpzlikNg/lIAZOVLJEu9Xl9RXq7X65VKpbTWNEtoPPbSpUsx0dH14f5J/Pbbb8L8aKBwNMAHV69efSg5+dutW3EH8n/g9aVGo2GutZTWG2/wyMqXrJWrZrNZo9FgjCdUJORLiqIee/TRjRs3hndtS0tLa2srt/H4BApHA3zQ0tKiIAhRVWbGnj8Wy60FRla+9N70A+t9+GPRokVvv/12eNc2NjaeOnWK23h8cv78eSgcDXDOl1988cjUqaJaei2qetFyNajkfcncJ2swGNBQAIJVlU38SMuX77///nPPPRfGhbdu3aqqqjp37hznIXkDhaMBPih8/fWlBQW4o/gv1Gr1R6tWlZWVDQwMCHA79Abr74WGZwUIQ2Ak70tmgWipzzlLy5cGgyHj4YfDuNDlcpEkKUwRAygcDfCBeubMiooK3FH8FwL70uVyaTSaAO+94EsxgoqBmH1BF46WCtLy5e7du0cpFGEkNO/t7d2xY4dgY1lQOBrgllOnTo1SKMQ2Ly7weKzdbkcFoqm/Eqsxv4oWXQoWjGBI3pcURclmoFxavuzq6lIQxMGDB0O98NSpU0K+1xw9evTAgQOC3Q6QPeTPPyvj48VW+kZgXzId6e1LmL8EeGRgYAANYijj43HHEix3bt9+KDl527ZtoV7Y2toahmXDBhWOHhoaEuyOgLxZtWrVM3/7G+4o2AjsS1Tnkk6wXqTTMcf2IF8BwDvS6l9SFPX03Lkff/xxqFcdOHBAyKFyKBwNcMtzzz773nvv4Y6CjfDrYw0GA0oOA/OXAAYk58vXXnvt5ZdfDumS4eHhhoaGrq4unkLyxu12C7YcF5A9V65cSZo0KYxhFb5Rq9X7m5uFXwoO/Uv5IK2fmeR8WVZWNnv27JAuuXnzJkmS58+f5ykkn0DhaIArDuzfryCIo+JbS6hWqzVqNZaUtqx60ZSvDOzyQPK+9LkyFoGWzuIOMAQk58uffvpp4gMPhLR+3el0Cj86evjw4V9++UXIOwJyZePGjdMyM+/evYs7EDaiylcgVyTvy1ytNsAeIPAlr1itVgVBnDhxIvhLuru7q6urBwcH+YvKGygcDXDFq8uXhzoHIQzgSwGQvC/NZrOCIHxufrfb7eBLXrl8+fK4mJi6urrgL2lvb9+zZw9/IfkECkcDnDA8PDxj+vR//+tfuAPxAfhSACTvy8DU1tbiDiEoVun1qrS01JSUBxMTcccSGlmPPfaf//wn+POtVqvwBUOgcDTACe3t7QqC2NPUhDsQH4AvBUDmvtTr9bhDCIr+/n6Hw2G1WtOmTMEdS2gsXry4uLg4+PObm5uPHTvGXzw+gcLRACds37594sSJFy9exB2ID0LyJV2xkqtVOTvr6+lNYii1LCfNig1Z+RIt8IH5SyFZuXLls88+G+TJ9+7dq6urO3PmDK8h+QQKRwOR8+EHH/x93jzcUfgm+PWxnL8xokkx5hJZo9EordzdQSIrX6Ji0XTJaLQlCHdQISBFX3711VcPp6cHefLAwABJklgez3/99ddDhw4Jf19ATuRqtaUrV+KOwjdB7r9UEESuVsvtrSvKy1kjed4Z8uSBrHyJHpr0ej160nG5XFIZj0VI0ZdNTU0KgggyG0BfXx9Jkn/88QffUXmDCkcPDw8Lf2tAHly6dCkxIeHHH37AHYhvghmPLdLp+ChxaDAYWO+0RTod+FLsKJVKs9lst9vTVSqXy2Wz2WA8lm9Onz6tIIiWlpZgTj579mxtbS2WVK5QOBqIkH379ikIQrSj+sH4EqWpo+equJq8RG+5qJdit9v1ej2HjYsKWfkS/SpQFIV+YAqC0Gg0uIMKASn6cvDOnZSHHvruu++COfn48eP79u3jOySfoMLR4lypAUiCzzdsyHrsMY/HgzsQ36jS0uZkZ8/LyWG9Pt+wAZ2AZhnpwdh0lYrDvqbNZqNLESuVSllOXlIy8yUTo9FoMBiEKUocOW6322g0VlZWTk5NxR1LyPzt6afXrFkTzJlHjhw5cuQI3/H4BApHAxHyyiuv/OOVV3BH4RdVWlq1yWTxgu7nsfKdIX1yu8LDZrNJrupwSMjWlwjOZ7Z5or+/f0Vh4dKCgpSHHsIdS8i8/vrrL730UjBn7t27N6RkQNzS0tLS1taG6+6ApPF4PI89+ujnn3+OOxC/jDgey/IlSufC04pIWO8jUop0Ovpj9EOiX0U6HcxfCsCnn3466/HHRzxtaGiopqYG4yZIKBwNhM3x48cVBIFrNiEYRvQlS5Do07BnGQ0Gg8FgQB/vrK/P1WqZL6jnJVKYvkSC1Gg06GeGxtMxxhYqEvXlzz///IBSOeKq1+vXr5MkeenSJWGi8sZut9fV1UHhaCAMfvzhhwcTEy/j++0dkWDW+1SUl9NzlqgIV9i3Yw69ulwupVKp0Wjovkq6SgW+FDt2u501AAu+FIBff/01mHWDFy5cwLtC9dKlS1A4GgiPlStXinxyR61Wf7RqVVlZWeB6QahToSCISGTpzc76eubQrneFL3kgK1/S4wMSRaK+dDqd48eNGzFV75kzZ+rr6//8809hovIGCkcDYTMvJ+fDDz/EHUUggvQlH6D6icxPYX2sBJBWb9IbifqSoqjpWVkjLoU4evTo/v37BQnHL1A4GgiDixcvTnzgge3bt+MOJBAY8617r+4p0ulkqUxZ+VKv17NWM/ORzII/pOvLJUuWvPXWW4HPOXTo0K+//ipMPP6AwtFAGKAkViKv/oHFlz5TdqOX1Ef7fCIrXyqVSonmW29ubp6XkzMnOzslORl3LOFQWlqam5sb+JympqaOjg5h4vEHFI4GwuBf//rXjOnTRZ5MEVf/0m63oyWWzL0JspQlJTNfovw+9M8MZfnBHVRQOJ1Oi8ViMpmmTJ6MO5Zw+PrrrwN35e/cuWMymXp6eoSKyDc9PT0mkwkKRwMh8fJLL7366qu4oxgBjOOxdrudtbpHlsnwKJn50uVyMYfR7Xa7tNY0S3c8ds+ePQqC6O3t9XdCf38/SZJOp1PIqLxBhaOxhwFIiLt3707LzKzcuBF3ICOgVqsrysuNRiOWX2+73W5mILnaUEEiK1+yepMGg0Faa5ql68szZ84EzhXicDhIknS73UJGxWLL5s2zZ82KHT8+85FHioqK+vv7MQYDSAVUtkH8mS7UavULS5asKCwUvm9nt9u958JkOSQrE1+iAVjmYKy0xmMR0vXl3bt3U1NSvv32W38ndHZ2NjQ0CBkSi1eXL8/Vaq2/HHHfvGE/c3r9urWpKSkjFgsEgG3btiUlJV25cgV3ICOAd31sfn5+RXl5rlaL+peylCUlG18ajUY6Oz7zxe2eXL6Rri8pinrmb39bvXq1v6/+9ttvGMdndu3aNSf7Sc/QXWr4T/q1ZfPXeXl5uEICpMJ7JSXzn3sOdxQjI4b9JKiQIjoC47GixuVySWv3iDeS9mVhYeHSpUv9fRVvrvNXly+vq61lyhK9EhMSBgcHcUUFSIJn/va3j1atwh3FyGD0pdFo1Gg0NpsNZe02m80oNx6WYHhFPr6k/ntRlt1ul9AarYGBgbKystKVKxMTEnDHEibl5eWP+6822tjYeOrUKSHjYTIvJ8f6yxFvX6rS0mBIFgiAw+GInzCBJEncgYwMRl9SFJWfn280Gl0ul0ajQSUwZVnYS1a+RGnWKYraWV+PxmOlst5HBr4kSVIZH3/9+nXvL926dQtvIrrS0tLKjRtZsuy/6pLu/zYgDI2NjaNHjcL4qBc8M2fO3Ldnj8PhED4fHova2lrsmUl4Qla+tNlsaNA8XaXK1WrRqi3cQYWApMdjW1tbFQRx7Ngx7y+5XC6SJK9evSp8VAiHw5GakmI/c5qW5eCd24sXLaqsrMQVEiAJKsrLNWo17iiC4pGpU1OSk1VpaYZNmwS+tfdmEqlPjflDVr5EdkTrv1H2Qmn92CTtyytXrsSOH19TU+P9pd7e3h07duDNErBr167kpKQinW7L5q/XrF6d8fDDRUVFHo8HY0iA+CkoKCh8/XXcUQQF3vU+3mstIX+s2NFoNAaDIT8/H2nSaDRKawxd0r6kKGrG9OkbNmzwPn7y5Mndu3cLHw+Lvr6+LZs3l5SUlJWVNezciTscQOzcvn17IQxkLAAAIABJREFUakbGl19+iTuQoMC+n4TuX+6sr9fr9RJaPhI8svKl3W4v0uny8/ORJunpTKkgdV++8MILb775pvfx1tbWgwcPCh+PP+x2e70cH34Bbmlra1MQREtLC+5AggJvPjyWHcGXkoFZ9RtvJKEidV9+8MEHWl8PKAcOHBBVR//GjRskSWJfFgGInG+3bk156CGp5IHCuz6WBUpfgDsK7pGVL202G8pagD7V6/VSWR/rdrsdDofVapVovnXE5s2bVWlprDIOw8PDO3fuPH36NK6ofCLCkACx8c477zy/YAHuKIIF5i8FQFa+zNVq8/PzmTnwpLLep66uTpWWlpqSMvGBB3DHEj579+5VEASrCMnNmzdJkjx//jymoHwjtiFiQITMfeqpNWvW4I4iWNRqNVofK3xikIrycpSggH7JMrkPJTNfKgjC5XIxfQn5Y4XEbrd7Z6a+fPkySZLXrl3DFZVPHA6HyWS6d+8e7kAAkdLb2xsXG2vasQN3IMGiVqvR/kvhU1ahZT4+vyStvDEjIitfouyFtCMNBgPsvxSSoaGhyampW7duZR7s7u6urq4WW9q5u3fvQmEvIAA7d+4cExUloUF7Uc1f0uj1ejlNZMrKl0ajsUinQ4WlUHESaaXJl7ovKYrKeeaZjz76iHmkvb19z549uOIJwL59+9rF9/4CiISysrJZs2bhjiIEMPrSZrN51/OiX+BL8bKzvh5tI8nVaqWy2IdGBr5csWJFQUEB88gvv/xisVhwxROAjo6OvXv34o4CECkv5uW98cYbuKMIAbz7STQajdFopLdgoilMs9mcq9WCL0WKtHqT3sjAlxUVFaz8Yc3NzT6T5GHnypUrJEneuXMHdyCA6HC73Q+np38lqfcTMdTzYh5BM5oBpjaliKx8Ka3VPd7IwJdVVVXxEybQq3s8Hk9dXZ04J/yHh4erq6sxZoEHRIvValUQhDjHRfyhVqv3NzdjWe+DJsKYR4p0Ojl1K2lk5Uu9Xs/aFy+V/SQDAwNorF/S+0mov1KiHD16FH06MDBAkuTFixfxRuUPi8XS2tqKOwpAdHzzzTdTJk/2WWxHtKjVao1ajWU/Cao9TI/Bou2YcupW0sjKlz7nnHEHFQIy6F+6XK642Njq6mr0aV9fH0mSf/zxB96o/HH27FlIjAd4U/zWW4sXLcIdRWjgXR9rs9lytVpZrvFhIitfoucaes8sWiKLO6gQkIEvKYqaOWPGv//9b/Tx2bNna2trRVsGBCXGk1Y3AhCAOdnZ69auxR1FaIhhPwkq7EXJbtsljax86XK5vKedcQUTBvLwZV5eXlFREfr4+PHj+/btwxtPYBoaGrq6unBHAYiI33//fVxMjM/KdGJGDL6kkdm2SxpZ+VJa2Qm8kYcvP/zww7/Pm4c+Pnz48C+//II3nsC0tbVJpQAFIAx1dXUx0dGS6x6Jx5cGg0GuQ7Ky8qX36h5p/czk4cstW7akTZny559/UhS1d+/eEydO4I4oEJAYD2Dxyfr1Tz7xBO4oQga7L202m16vpxeRSOu9N0hk5cv8/HxUR4Z+SWV9LEIevty3b5+CILq7u+/evVtTU/P777/jjigQQ0NDJElevnwZdyCAWFiyZMmbf00oSAi1Wl1RXm40Gnu6u4W8r8vlMhgMGo0GaTJXq0Xp1cCXYoe5QEta62MHBgbKyspKV65MTUnBHUuk/PzTTwqCKHn33X1795IkeenSJdwRjUBzc7PIO8GAYAwMDKRNmbJ582bcgYSMWq1+YcmSFYWFVqtVmDvurK9H9aAUBIHy+8hVkzSy8qXZbGYKklWrRMzIw5dOp3P+/Pno72f0qFEKgpgxY0a3uPuXFEV1dHQ0NTXhjgIQBUeOHFEQxC9HjuAOJGQEHo9FmxHSVSq9Xk/P9Xon+pEZsvIlRVF2u53Oiie5gqWSHo/1eDw5zzwzJiqK2bkfPWrUjBkzRLufBAGJ8QCazV9/rUpLu3HjBu5AQkZgX6Jh2HSVqkino1MTgC+lxM76euYY7M76er1ez/dNUdFHeuyePm40GtHB4NO+S9qXTU1NUaNHe4+Hj4mKEnnie5QYr7e3F3cgAH6KiopeeOEF3FGEA671PmhUNl2lMhgMMB4rJVBOJuYYrAA7TFiJExFGo5FeapSuUgUpDEn7ct26dbHjx3v7ckJc3Pvvv487uhGwWCy//vor7igA/Dwxe/Ynn3yCO4pwwLs+1m63o8WxuVqtzWaTa0dTVr5EpqR9KcD8pd1u9/lrwXQk052BkbQv169bNy4mxtuXcbGxJSUluKMbgd9//722thZ3FABm7GfORI8dW19XhzuQcFCr1T//9JPFYsFbmx293SmVSvCl2NFoNGh0FH1apNPxvZ8EladmJRdGMdBz4KxPAyBpX/obj40aPbraZMId3QjcvHmTJEm6rApwf1JdXT1+3LhuYfdjMNmyefPsWbPiYmOnZWYWFRX19/cHf61arV4wf/68nByn08lfhMHgcrlkVvaSRla+pHP+VpSXo/1AfOfIRxZEU5X05CX6lHlOkJFI2pcUReVqtaz1PlGjR8+eNUvk630QkBgPWLt27Zw5c3Dd/dXly3O1WusvR9w3b9jPnF6/bm1qSkpfX1+Ql2PPV8BEZmUvaSTvS/SDoct4oQFS9BIyoxWSIhqDDexLo9FY5ofS0tLkpCTBYuac/v7+/BdfpDeTKAji+QULsD/tBonNZpPlXzgQPIsWLny7uBjLrXft2jUn+0nP0F1q+E/6tWXz13l5eUG2ICpfyhXJ+1JBEEU6HavsJRYqysvR2p/71peIzs7ON1asiImO/qKyEncsIXDhwgWTySSJrjDAB9euXUtNTf2fb77BcvdXly+vq61lyhK9EhMSgpyPBF8KgBx86XK5cEdBURRlNpuRL1kTliiLguznL5ns27tXQRA//fQT7kBCYGhoqKqqChLj3bccOnRIQRC4lknPy8mx/nLE25eqtLQgh2TBlwIgB1+G/VVuQckb0ces9bHMfZkBkI0vjx8/riCIb7/9FncgodHc3Hzs2DHcUQB4MGzalPHww263G8vdS0tLKzduZMmy/6orMSEhyBbAlwIgB18yE6wzXyi3oTBhmM1mVrICemlu8MuOZOPLtrY2BUHoP/xQWsObJ0+e3L17N+4oADy8sWJF/osv4rq7w+FITUmxnzlNy3Lwzu3FixZVBj2poVarNWr103Pn8hrnfY4cfJmr1fp8patUvPrSX2YfBMqccP/k90H0dHfn5uampqQ8v2DBjOnTk5OSxL+ZhObq1askSd6+fRt3IAAGHn/88U/LyjAGsGvXruSkpCKdbsvmr9esXp3x8MNFRUXBP3Gq1er9zc3Br6cFwkAOvvT3JQnlW0dI3Zdut1uVlmbY9CW9zK+ttTXj4Yelks0cEuPdt3R1dUWNHt3Q0IAxhnv37v3444///ve/S0pKPt+wIdQyIzAeKwBy9iVFUVLZIdDT3W00GisrK5MmTcIdS/h8vmFDybvvsuZg2lpbp2Vm4g4tWA4fPixYOSRAPOyoqpoQF4f3Uens2bMmk+nu3bvhXQ6+FAA5+FIGiSSsVuuKwsKlBQUP8J/wlj8WL1rUtHu3zzXxIWUqwQgkxrs/Wb16Nd6Zv+Hh4cbGxkiWm4EvBUDyvkRLe0ReASNIpD4eG8CXAwMDeGNzOByfb9iwtKDgg9LS5uZmf6ehxHhSsTvAFQvmz3/33XcxBuBwOKqqqm7duhV2C+BLAZC8L+WE1H35+YYNKwpfZ8nScujQ9KwsvIFt3759Qlzc2DFjUO6huNjYRQsX+ltJ0djY2NnZKXCEAEauXr36UHIy3u1Pe/fubW1tjaQFtVr9+muvrQpYwZC5RFEqc1WiAnwpIqTuy8HBwWmZmZ9v+De93sdy6FByUpLFYsEYVWdnp3ehscSEhBI//QlIjHe/0WI2Kwjit7Y2XAFcvnyZJMnr169H0ohara7cuLEuYHEVepMbq+4hECTgSxEhdV96PB7Tjh3zn3suOSlpXk7OI1OnjouJ+fnnn/FGVVxc7F01RUEQ42JifJ5/8eLFqqoqae0cBSLhiy++eGTq1Dt37uAKwGw2Hz58OMJGRhyPZaYYC75oEsAEfCkipO5Li8VSX19/584dp9NpsViampqysrLWfvwx3qjUarVPX8bFxvrcrObxeKqqqmAf2/3D66+9tnTpUlx3v3btGkmSV65cibCdkOYv6eSdQEiAL0WEpH3Z0dFRVVXFWilTVlaW+cgjeKcDlyxe7NOXMdHR/jqR+/fvP3r0qMBxArhQz5xZUVGB6+6HDx8OsAAteIL3pd1uDzJDJ8ACfCkK3G432n+ZmpKCO5ZwuHDhAkmSPT09rOOnTp16ZOpUvGlTmpqaYmNjWbIcO2bMwuef93cJJMa7fzh18uQohWJ3YyOWu9+8ebOqqurixYuRN6VKS0tNSVGlpXm/mIMldN4xmL8MA/ClKOjv70f7L6VYz2tgYKC6urrNz3KJjz/+eMb06b///rvAUTHRaDSjFAr6bQIVtd723Xf+zu/v7ydJMpLF/YBU+Pnnn5Xx8efPn8dy97a2Nq6ezFRpaVar1eEL73GUIp1OHjvXBQZ8KSKkOB47NDTU2NjY3Nw8PDzs84Rjx46lTZmy4d//FjgwGqfTGRMd/Y9XXlHPnBk9dqwqLe29kpKV77+vIAjDpk0+LxkeHq6pqfHuLgPyY5Ve/8wzz2C59Z07d0wmE1dJhULdf5mr1YIvQwV8KSIk58vh4eGDBw+iNT4BTvvwgw9mz5qF6xF+RWFhakqKd9Fdw6ZNAZR55MgRSIx3P/Dcs8++/957WG594sSJ+vp6fw+aoRKqL4t0OnmkeRES8KWIkJwv29vbvdf4ePPrr78mJyV9+eWXwkTFpLOzc0xUlL/3BaTMNWvWeH/p999/r6mp4eq9DBAnTqdz0qRJ33//vfC3Hhoaqqmp4XBHR6jrY+m9mEDwgC9FhLR8ee7cOZ9rfHxS8u67c596yul08hwUm8WLFqnV6gAnfL9t25ioqNLSUtbxW7duQWI82bN//34FQWBZC93V1VVTU8PhNl9VWtqc7Ox5OTn+/sqMRmOA+oNAMIAvRYSEfHn9+vXq6urg32gOHTo08YEHtmzZwmtULCwWi4IgWkZK1lNXVzcmKqqkpIT15tXY2Hjy5En+wgsypS3AHxv/859Hp00bCrckSNjcu3evvr6+o6ODwzZVaWnVJpPFYvGeegC4AnwpFtra2kwm0+TUVNyBjMzdu3cbGhrMZnNIw5VvFhX9fd68CJN+hYRarV4wf34wZyJlLi0oYCrTZrPt37+fp9hCSmkL8MSry5cve/ll4e/b09NjMpm4zSgE+dYFAHwpFpYtWzYnO1v89S+Hh4dbWlp27twZ6l97c3Nz7Pjx27Zt4ykwFiRJjomKCv4dxGKxxMXGMpXJX2K8UFPaAnzw559/Tp8+/d+Cr9xGpbs4HwQGXwoA+FJESGI89ujRoyaT6dq1a2Fc+/prry2YP1+AfY2Dg4OqtLQVhYUhXWW1WuNiY+fl5LjdbuqvxHic7CVnEWpKW4AP2tvbFQSxZ88ege+LnsNu3rzJbbPgSwEAX4oI8fuyt7eXJMmwd4w17to1Jirqp59+4jYqbyorK2Oio8NYXmS1WpOTkp6eOxcp02w222w2zsObMWNGSCltAT7YbjQmTJwo/H/43r17+diqBL4UAPCliBC5L69du2YymSIcR1r28ssvvPACrxN1AwMDyvj49evWhXe53W5HynQ6nZ2dnY1cZ0ozGo0x0dGhprQFuGJgYGBFYeGUyZNHjxo1Libmq6++EvLuV65cibx0l0/UanVxcXFZWZnD4eC8cQABvhQRYvblnTt3du7cGeoaH29qa2oUBFFdXc1VYN6s0uuTk5IGBgbCbgEpc1pm5unTpzlMjGe1WmfPmjUmKur5BQu8U9pGjx0bIKUtwAlOpzNp0qRxMTHMPv2ihQsFC6ClpeXgwYN8tAy+FADwpYgQrS+Hh4f379/f0NAQ+Yq+P//888W8vJdeeomTwLzp6e6OiY7esnlzhO04HI5pmZnTMjO/++67yJPfOhyOZcuWKQgiNzcXVWt54403mEt+RikUkx58ELZ78s2zubnRY8eynlTGjx//gyApC65fv85J6S6fwHisAIAvRYRofdnW1lZdXc3VIBL588+jR41qaGjgpDUWry5fnpGRwcmoptPpnJaZmTBxIhlByWu3271+3bqY6OhpmZlNTU3ML9VUV6OUtpNTU8ePG/fYo4+iSVOAP1Cqfe/X03PnCnB3q9W6d+9enhoHXwoA+FIUfL9tG6pPMmXyZNyxsOnp6SFJ8ty5c1w1eOfOnYXPP//qq69y1SDNsWPHFASxa9curhp0Op2PTJ2qjI8/c+ZMGJcbjcbkpCRlfPyWzZsDK5yeNAVl8kd/fz9zJJb5EuDvjsPSXT4BXwoA+FIUWK1WVP8ybcoU3LH8F/39/VVVVSdOnOC22R++/35cTAznz9rzcnI47yi4XK7MRx6Z9OCD/gqW+cRisaCpytLS0iBnUjs7O9FuFljywx9xXtPG6CVA1oKjR482Njbyl5EYfCkA4EsRIbbx2Dt37tTX17e0tHD+Rz7wxx9arVan03HYZlNTk4Ig+FipX1NTo9Fo4mJjmY0PDAy0mM0tZjNLhz3d3UsLChQEsXjRop7u7pBuhDaAstIMARzyz08+mfTggyxZxo4fjyaV+QOV7uK1QpwqLa2ystJoNII1+QN8KSJE5ct79+41Nzc3NDTc5Se75jfffKNUKg+2tHDSmsfjmZ6VtbSggJPWWBw9erShoWHxokVxsbEWi8Xj8XxQWhoTHT0hLk4ZHx8THf1Baanb7R4YGFizZk1MdLRarbZYLOHdy2KxjImKenX5cm6/BYDm2dzc8ePGoUyEsePHT4iLq6+v5/umHR0d9fX19+7d4+8WqrS0pQUFKwoLOZyPAFiAL0UEXl9aLJZVev2KwsLPPvvMbre3trZyuMbHmytXrjz99NPvvvMOJ62hMiOh9ueCpK+vr6qq6vbt20sLCsZERWn//nfWBsqY6OjHNZrkpKTkpKTvt22LsHeIktl6l0wBIsdqtY6Jilr78ceVlZUrCgu3bN4sQL4CVLrr9OnTvN4FxmMFAHwpInD50uPxrCgsnJaZWblxo/HHH1fpP0yYOLG4uJjDNT4+2bRpU9KkSdZffomwncHBweSkpJKSEk6i8gYlxrtw4YLH43nu2Wd9ToApCEKn00Wy6ZMJSZL+CnMCYdPf35+akrJs2TKB72u322tqaoaGhni9C/hSAMCXIgKXL8vKynK12sE7t6nhP9HLfuZ0wsSJx44d4/W+Fy5ceOKJJz6IuCNVVlamjI/ndfMinRjvu2+/9Zmd5wGlMvJNn0xQLWvDpk0ctnmfs2D+/IyMDIFXIA8PD9fX13O+Ys4b8KUAgC9FgcfjcTgcVqsVy/rYxIQEx7leWpboZdj0Zaj5ysPg888/nzJ58tEIcrQ6nc642NjPPvuMw6i86ezsRBtGv9+27QGl0tuXEx94gFtfUhT12WefKQhi69at3DZ7f/L5hg0h1avhit7eXs5Ld/kEfCkA4EtR0NfXp0pLS01JeSg5WeBbO53O5KQkliyp4T872k+o1TP5vnt3d/fMGTPWrF4ddgtvFxenpqTwXSO3v7+fJMmbN2+i/EHevowdP56Pd6vS0tIxUVF1dXWct3xfcezYsTFRUVg667t37w5pJ1LYqNLSrFarw+GAetH8Ab4UEbjGY+NiY903b7B8WW3akZeXJ8Ddy8vLp2ZknDx5Moxr7Xb7mKgoo9HIeVTe1NbWosR4H5SWjh83jlWHi7+++NvFxWOiomDRY9gMDAyo0tKE+WVmwVPpLp+gB25VWpower4/AV+KCFy+XFpQsGb1aqYsPUN31TNnCtOt6erqmpaZ+c9PPgnj2ry8PLVaLcxuRavVevjwYYqiPB7P+vXrx8XEPKBUKuPjx8XErF27lr8YPB7P0oIC1u5PIHjy8vJUaWlcLcUKiebmZvQ7IwAwHisA4EsRgcuXTqcz85FHinS6jvYTA39ctxw6NCf7yaKiIsECWLduXdZjj9nt9pCuslgsCoJoMZt5iopFb29vdXU1nbrB7Xa3tbW1tbUJsH7E4/Gg3Z/QdQgVw6ZNY6Ki+F655hP+Snf5BHwpAOBLEYHFl8PDw83NzQcOHFi/bp1aPVMZH//03LnCjHDSnDhxIl2l+leIa3bmZGfn5ubyFJI3t2/fJkny6tWrgt2Ridvtfnru3OSkpFCfKu5nME5bUhRlsVjMQj3MUeBLQQBfiggsvmxra6utreWqxGPYrFq16nGNJvgdn9Umk/DLHXfv3t3R0SHkHZm43e452dnJSUk8pWWQGRinLam/SnddvnxZsDuCLwUAfCkihPdlb29vVVWV0+kU8qY+aWtrS3noocqNG4M52ePxZGRkCLDdhcWxY8eam5sFvikTVGJsWmamGH5kIicvLy81JQVXSdHW1lb+Snf5BHwpAOBLUUDvv5ycmirYTa9du2YymfjONB0877/33pzs7EuXLo14pmHTppjoaAEymbG4fPkySZJ8J2oJjNPpzMjIAGUGBk1b4lohdevWraqqKofDIeRN1Wo1yrcOvxj8Ab4UBfT+y9jx44W54507d3bu3CnY4r1gOHz4cGJCwtdffRX4tIGBAWV8/Pp164SJionH4zGZTAK/D3oDxTIDg6YtP9+wAWMAvJbu8olarX79tddWFBbCDDd/gC9FhGDjscPDwy0tLbt37xZb3ajit97KeeaZwGNoa9asSUxIwLI9gKIos9kshkWqoEx/oGnLBfPn4wrg7t27JpPp7NmzAt8XxmMFAHwpIgTz5YkTJ6qrq2/cuCHAvULiwIEDE+Livv32W38n9PX1xURHc555Lni6urpQYjzsQLFMnyxbtgzjtCVFUSdPnuS7dJdPwJcCAL4UEcL40uFwkCR54cIFvm8UHisKC5979ll/KVFWFBZmZGRgNMS1a9dIkhTJowYok8XWrVsxTltSFHXv3r2amhosawLAlwIAvhQRAvhyYGCguroa46aIEWlqaooeO9bnBtCO9nYFQWBPplpbWyv8aJs/ULFMVMvM4XDU1dV1tLffn/rsaG+PiY7mO/N+YOx2e3V1NZYVYeBLAQBfigi+fTk0NNTY2NjS0iLwSoRQ+ccrryxetOju3bus47m5uU/PnYslJCZWq9ViseCO4v+oq6uLGj06OSlp/Lhx8RMmoFe1yYQ7LkFxu90ZGRm5ubkYnxWGh4cbGhqw5BKiwJeCAL4UEXz78uDBgw0NDd4eEhv19fUKgtixYwfzYHNzs4IgxJBDlZUYDztut3tCXByrXsqEuLimpibcoQnHsmXLkpOScG2lcLvdbrcb7WYWoHSXT9RqdXFxcVlZGViTP8CXYmHZsmVzsrMTExJ4av/kyZMmk+natWs8tc8tBfn5Bfn59Kee/9/e2T9HcZ17/s+YSTASCIQRQVjYjMw1JFAoi2NxSQWQHCcGGxvXJeAyXk0tpHRt3UBC1lulaLjBZfZCFpflArtTJVkIyWAoXqrhKiwWJhSgKOxUjKLCKksV4sUIIzyE3h+O59lnzum36e6Z6Rl9P9VFDa3u0+etz/ec55zzdCpVV1f30oYNBYwScffu3Y6OjrGxsUJH5Bt27do1rbxc/cRYzSOPFDpqeUJMW+bNkzDn+PHjS5csmVFRMaOi4ol/+qcCrkSDXuYB6GVYuHDhQldX1/yamlwEPjIy0tHRMTQ0lIvAc8EHnZ3RSKS3t1f8V9O0h6ZMCY8fuOPHj18JTau0or5eFUvxlbECLhPNG2LasrW1Nf+PPnjgwOJFi8g439fXJ5wG5D8mBuyxeQF6GSJyZI+9fft2d3f3xYsXAw85d9y7d2/d2rWbNm0yDGNiYmJ+TY1Y0hISLl++fPLkyULH4hts9LJQu1TzRgGnLUdGRuZVV0vOK8TX1wvSsYNe5gHoZYjIhV6mUqnjx4+fOnUqPPNtLtHef79s6tTjx4/v2rVrVmVlqIZKwjFeSGaCf/vv/y59v1ocjz36aKGjlnM2btw4p6qqINOWh7q6Nm7cqJ5/efPmPH/eRwC9zAPQyxCRC708d+5cb29vodYg+OH27ds/fvrpn/3sZ7MqKwu7SUDl/v37YXCMJ5iYmHjs0UfLpk7lYvmtaHRedXUYlkfljoMHDkQjkUJ5wN+3d29LS4t6vqWlpSBfEINe5gHoZYgIXC+vXbvW2dkZnpUpWXHz5s3Vq1dHI5GyqVPXrV0btrbgzJkz/f39hY7FN4yMjDSsWTN92rRZlZWzKiurZs9+7733Vq9a9dCUKTt37izJ7ZiDg4MzKip27txZqAhcunRp4cKFExMT/GQqlVq6ZElBVh7V1dX9cseO1tbWkjfCFxDoZYgIVi9HR0c7OzuL1Pny1StXKmfOnPrQQzRgmj5t2nsHDxY6Xt9w69atzZs2LXriifKysieXLy/gqkjO6OhoX1/f4OCgEMhUKvXm7t0PTZny5PLlRVoNrBgfH1+6ZMkPV64sYFfg/v37Tzc2vvLKKxSHVCq1bevWQrmuhV7mAehlKLh65Upra2vL66/XzJsXSIB37tw5fPjwxx9/HEho+Wfh44+rE3KVM2fm/xteKqOjo7EFC1pef33wTwMTd7+60N+/etUq06msMHD1ypXFixbNqKhob28vdFwC49UtW+ZUVRWwMnzxxRfHjh37/e9//9y6dQsXLmxubm5ubl64cOG6tWsLtQcU9tg8AL0MBcHq5f3790+ePHnixIkiNcQNDg4+PGuWqpcPz5q1b9++QsfOWL9+/Zu7f2s8+Acdqa/vrah/qiCrPNwwPj6+bevWaCSyfv36UC2bygry9vfewYMFnLZ88OCBmOY4ffr0nTt3DMO4dOnS2/v3v71/f2FTrHVyAAAgAElEQVQ/XAO9zAPQyxARlD22v7+/u7vbymV5+Onp6amcOdN0j0S8qanQsTPKy8rGb3/J9dJ48I+jRz5cv/75QkfNjuPHj8+pqppXXV0opfHM9U8/rX/qKfL2VzZ16vPPPVeQmNy5c0fX9c7Ozj//+c9hW3AOvcwD0MsQEYhe/uUvf+ns7Pz8888DiVJBuP7ppzMqKlSxnD5t2sEDBwobt5s3b86pqpLE0njwj8E/DSxdsqSwcXNkdHR03dq10UikublZWqgSWsbHx6vnzv32t75VcG9/w8PD3d3dx44d++KLL/L8aDdAL/MA9DJE+NfLmzdvdnZ2DgwMBBWlQrF06VLVJDtzxowwmBPnVFVd//Qvkl7u2/sf8Xi80FFzxdv795eXlS1dsqQomtcwePv7+uuvz58/39HR8cc//jH/H7Z0SV1d3enTp8MwwV/CQC9DhE+9vHv3bm9vb6g+neGZ4eHhxx59lLbhl02dWjF9ekgMiXv27GlsaOAm2cE/Dcyd+51PPvmk0FFzy+DgYF1dXXlZWaGct7mn4N7+xsbGPvzwww8//DDkNpu6urrv19WF4QM+JQz0MkT40csHDx6cPn36o48+Ksi393LBxMTEvr171z//fMOaNa2traHqODc3N8+vqdmx/Rft77yzbet/m1dd/cYbb3R1dV26dKlY8j+VSu3Yvj0aiTQ2NoYqb4nBwcH29vb/8v3vF8rb34MHDy5fvtzR0XHu3LmQ+HKyAfbYPAC9DAWnTp1avWrVivr6bNfHvr1//5PLl8+oqHi8tnbNmjVF5FG92Llw4cKePXu2bd369v79IyMj9+/fv3btWnd3d3d397Vr10JrtZPo6+ubX1Mzq7KSf4X7d7/73aInniibOrXmkUc2b9rkcxh369atM7p+Rtcd5W1iYuL8+fNv7t69bu3aWZWV0UikvKxs47/8i6m3vzx8Wf3EiROHDh0qlncKepkHoJehQOw07+rqysrn58ubNzc2Np4/f358fDyZTP7yl7+cX1MTzrHCJOHrr7++dOlSV1fXRx999Ne//rXQ0XHFrVu3XtqwIRqJxOPx8fHxDS++KLRKHOVlZVWzZ3urVKlU6t9aWsrLymbOmDGrsrK8rOzfWlrGx8f5Nclksqura+evfvXMj39cPXduNBL53ne/u3nTprfeekvX9b/97W+m3v6mT5uW03kHESvaMVIUQC/zAPQyV2iaJt5t99vysrLHHj16dEV9vbTD8u39+9evX59dREHQ3L59++OPP+7o6Dh58mSxOCPUNG1GRcXc73ynYvp0aST30JQpDWvWeAgz3tRUXlbGgyovK1v//PMXL1589913f75t24r6+mnl5eXl5Svq63++bdu777578eJF1fKpevvzvzi2r69vx/btr27ZsmvXLu786Kuvvjp79mw4d4zYA73MA9DLnKBpWm0sJn7XxmIuJTMrvXx582ZuQyPmVFUVy1aB0ubvf/+7rusdHR1/+MMfvvzyS/WCiYmJ9vb2bVu3btu6tb29veClNjw8/Mi8eaaThdOnTcs2eoODg6r0RiORiunTy6ZOLS8rW1Ffv2P79qNHj7qchpS8/XkmlUq9umXL4kWL9rz1lvb++zu2/2JOVZV4Q2/cuHH48OHQ7hixB3qZB6CXOYFrJNdOe7LSy9WrVpl+fSK2YAFMsuFhZGTk2LFjnZ2dFy9e5F+JGR4eXrxo0fr169vb24VVYPGiRQX38lpXV2eqlzMqKrKtVAcPHDB10lQ1e/avd+4sYOegtbW1saFh4u5XtLw5+X+uzamqev+990K+Y8Qel+tjPdi9AAG9DJ5kMhmNRKjtk/5rQ1Z62dLSom4G+GY3PQgTDx48uH79em9vb3d398DAwP3791Op1JPLl0vF197evnTJEs9CMjw8/Obu3a9u2bJj+3bPG29+vm2b5BmA7KimOmpzPN3YaKqXsx9+2Jt7eisLarbMqaoa/uuQun32x08/HfIdI/a42X/pze4FCOhl8IgeHP1X6KXu4hM/Wenl8PDw/Joa3nBMTEysW7s2/DvqJiepVGpgYODQoUO9vb0ffPBB3bJl6jU/XLnS28xcR0fHvOrqHdu3a5q2Z8+exYsWvbRhgwe75fDwsOpZacq3v/3y5s19WfKHvj5TlS2bOjVbs6GNBTVbRkdH51VXq+6Zrl65bFoiRYQbe6w3uxcgoJfBkx+9NAzj6NGj86qr4/H42/v379y5c+HChfF4vEh9rE8S7t69e+HChS2vvPKvzc3qX3ds3/7m7t3Zhjk4ODivuvr6p5/SGdFzam1tzTaoVCq18PHHy8vKxNTj1IcemlFR8dQPfrDke9/zMPBdUV8vjVbFzOWlS5eyCsfKguoYzr17927fvj02NvbZZ58NDQ0NDg5evny5Yvp01f3voa4Pin2hnKNeerZ7AQJ6GTz2etnT0xNbsMD0eOzRR1/I8qUdGRl5e//+5ubmN3fvNp3OBCGkp6dn3dq16vmXNmwwXcNlj5VlflZlZbZB9fX11S1bNvLZjbf3/6940399c/dvz//vc8aDf3gb+M6pqvrX5uZp5eUPz5o1q7JyWnn5f//1r//jf+55dcuWbMMxtaBu3rx5dHR0aGgomUwODAz09/efO3dO1/Vjx4719vZ2ZHL48OEjR47ouv7sT3+681e/kj4vU7dsmYecDxWOeum5Hw8I6GXwSB03Xdf5f8fHx4etwbdeJwPj4+Pza2qkzz9dvXKlavbs9vb2I0eOHDly5OTJk7qu67re39/f399/6dKlgYGBgYGB69evDw0NDQ8Pj42NjY2N3bp160c/+pHpZkQPK7/27d3b8vrrqrlyx/ZfZDvwJcvn+O0vL/T3X+jvF6O6q1cu19U5WD7v3bt3J83Q0FD13LmmFtTvLl7c0dHR1dUlsuvMmTOUUdevX79x48bY2NiXX3751Vdf8cBv3bq1eNGieFPT1SuXb/3fL/r+8z9X1D9VLL5/bYgtWLBnzx7NDGF7gF76B3qZE6R5gsaGhsLGB4SNM7o+r7q6vb19ZGRkZGSkvb19fk1NZ2fn0NDQ0NCQkMbLly8LsTx79qyu66dOnRJSeujQIT5yevbZZw91dUnhp1Kpypkze3t7j5hBYizxm9/8Zu2zz6ritOHFF1977bWObDhx4sSMigpTy+fTjY1ZBTV92jTTcJ5/7jlvWyQnJib+xxtv1NUtm1VZ+cOVK0tj2cvRo0df3bLF9BCWJ+ilf6CXOYHPpaNSAlOSyeRLGzbMr6mZX1Pz0oYNHmaSxAjsyJEjdXV10rz1nj17XnzhhQEnLl682M84e/bs/JqaC/390kiueu7cTz75ZCgbPv/885c2bDC1fGqaZnoLDZolnn/uuZK0oOYZe7sXcAP0Mlck2tqwzwnkh+bm5ieXLz916tT4+PjVK1e2bd26cOFCb35fvxn4vvPOyGc3Rj670f7OO/Nraryt2g3K8lmqFtT8A7uXT6CXAJQCPT09q1etmlFRUVdXt3PnTslNa1b4H/gSQVk+S9KCmn9g9/IJ9BIAACYLsHv5AXoJsmZiYsJmiS+QyHan/2Smo6PDdIUnUOE7bkF+gF6GGi3t7DFUR3lZmdUWUr6XdMFjjzleNhmO1atW5e1YUV8fVFAr//mfn/rBD4IKrW7ZMjeXvbx5s9UiT3G4ucbl8fLmzT/buDGQoH7yzDM/eeaZQIISobm5DPut8w/0shSILVgwPDzsM5C+vr7Vq1YFEh/DMF7dskULyOAznKXbIxtOnTrlwYGOFYFke09Pz47t2wOJj2EYfMOATzRNy9axgA1BRSyQPBcEmMDW1lYP3pSsCLAQQbBAL0uBQD7lE6xetrS07Nu7N5CgAtTLYDUgkGwPNkqzKiuDcnkRzogF+NWq0OplgIUIggV6WQpAL10CvXRPOCMGvQQFBHpZCkAvXQK9dE84Iwa9BAUEelkKQC9dAr10TzgjBr0EBQR6WQrs27vX/wt29cqVlpaWQOJjGMbBAweCWr83Ojq6cePGQIIKVgN+uHJltg7NVYKNUoBBXb1y5ejRo0GFFpSc9PT0+HHFwDl//vzBAwcCCUpsHAokKCO4vAKBA70EAAAAnIFeAgAAAM5AL4sM8VUBcZheEG9qEn/NypkyD9b/VwtqYzEKKtHW5ieo0oNnNd+iSo7K4NhTkKOqDoBnoJdFSWNDg5UU+WlwGxsa4k1NvmNnGMrH9goeFKmRaFt9JlPyu+QhBPFxJbVrkm3TL3V06PCTQP+pE/AeAD+y6kLlqKobPupV7oScbkQnIJxAL4sSIWzq65poaxPtSynppUiRH29BIjJCmURj5yeZIj70X6EK2UYvmUyKEqTvRVDg3qLEbySh8mMnqI3FArENSGqXTCaz1ctcVHXDd73KkZDjM85hBnpZlDQ2NIj3Snpda2MxoQclo5e6rjc2NNTGYn6621K6hFZ5C0q03ZIOCX3KSpxEHFTxDkQvjXS3QBLjrMiRXmZLjqq6/3qVIyGHXoYZ6GVRIl5y8cLTSU3TqAkuGb2MNzVpmuZBkKRA/E/KGum2TM0iq/P2QYnrpeFpUHpppFPtueXNhV56CDBHVd1/vcqRkEMvwwz0sigRjYh4LXlTq+t6iemlaCVNGyb30GShzzkhkbem0aiNxbIazPExrhiOiFY7QL0UReA503Khlx5Sl6Oq7r9e5UjIoZdhBnpZlFC7Q6+rsC8Z6ZalNPQy0dbGm1o/1kWDrdr1nEYbBfKjl4ZhkO00QL20UXc3BKiXflYP5aKqB1KvciTk0MswA70sSqgRES246NWKl7aU9LI2FiNbmQjQZzvic6CZo/GlwVYhYXwpkYuqHki9ylGfFXoZZqCXRQlvd0RLTY21T70Marukpmk+h4OmOyW8ybl0l+fpTNGWqY2+n/lLQsylYf5SIvCqHlS9ylGfFXoZZqCXRQlvRKRhhId3lZb5iaUKfiJG5qlEW5vPoaowbZnGM1vElBL910+TFOz6WOmkqey5wWp9rJ/52tpYLJAvfvtfH0u//Vd1I7h6laM+q6ic/temgVwAvSwyeO+YGg56UcXKkWxNjrQ/Paj20f/KGk3TAhnGCSSRizc1+dxoEfW3/5JvS/fpr4DuMt1/6S0okTlBtdqe9TJHVT2oehW4kIs46Lru0zADcgf0EoQO7heGTtLUowclEA0Zrffx3x5Jnmt8huYHK/8+nod0lDT/JsHw5JIaHzrpoV7lQsj5je5vAXkGegkAAAA4A70EAAAAnIFeAgAAAM5ALwEAAABnoJcAAACAM9BLAAAAwBnoJQAAAOAM9BIAAABwBnoJJjW0tdx0ez55PvK/i1xscvfjMYfvrLe6JqjPqAEAVKCXYLJj4+hcuFzx73acPML40Uu63SpKpO7eIwoAsAZ6CSY7wjW8OsQUn2cKyl24z/GlzfdedF2nGGJ8CUDugF6CyU6irU04uZaGmML5tR+95N+z9KmXibY2K73kH96CXgKQO6CXYLIj9FL6JlcymaTPdHC95J8W4SfFV6K4D27ud1vTNNJL4fbdZrDI7xInyVO8ajfmvsKTySTppXoxeRtXH02JEtfTRKnIDdMbVR/l4i4/n0YBIORAL8FkR+ilkf6gEp0Ussf1Mt7URBcIOTQUsRGCQddL40shQlYf4BTXiN/0FWKKj/vxpQiEj2gpOYbFVzalgWm8qcnmRp4ukT8ksT6/4wZAmIFegskO6SUfYpJ4kF6qH/KlP3H94MJjY4+Nmn0ys7GhQRrLkkZ6sMdyVeYjVKvxHw+HugU2N5JG8vzx/xUwAEIL9BJMdkgv6bvBmqaRYJAeqBOQtbGYuCwoveSKZWQOVX3qpZupU7pXWI8pnuqNImQRH3o69BKUPNBLMNkhvTTSxtXaWIwLG9dLLnIkFQHqpTTjGOD4Un2cVVDUV7C6kT8RegkmD9BLMNnheikafS5afP5SzFkKzeNzjY56KR7hqJfiXi5F7ucvdV3Xdd1KL6XVTFwRbSJgdSMNrGmNjwG9BJMA6CWY1KjrTsU2EoOtC+XzdnzVq3RG6Ja6WlVII1/1Sr/VnSrSleIkn0RUbxFjYjH3afoUEQ5f2Wsz1rRZPUs3UuBiQCx+uAkcgKIGegkA+P9YDT0BANBLAMA3cNM0AEACegnAZEfytAAAMAV6CQAAADgDvQQAAACcgV4CAAAAzkAvAQAAAGeglwAAAIAz0EsAAADAGeglAAAA4Az0EgAAAHAGelkESB8gxIEDBw5xFLpxmlxAL4uAgr+TOHDgCOdR6MZpcgG9LAICfDEK/nrjoCOQAgVFB2pR8QK9LAICfDEKLhI46AikQEHRgVpUvEAvi4AAX4yCiwQOOgIpUFB0oBYVL9DLIiDAF6PgIoGDjkAKFBQdqEXFC/SyCAjwxSi4SOCgI5ACBUUHalHxAr0sAgJ8MQouEjjoCKRAQdGBWlS8QC+LgIK37Dhw4AjnUejGaXIBvQQAAACcgV4CAAAAzkAvAQAAAGeglwAAAIAz0EsAAADAGeglAAAA4Az0EgAAAHAGegkAAAA4A70EAAAAnIFeAgAAAM5ALwEAAABnoJcAAACAM9BLAAAAwBnoJQAAAOAM9BIAAABwBnoJAAAAOAO9BAAAAJyBXgIAAADOQC8BAAAAZ6CXAAAAgDPQSwAAAMAZ6CUAAADgDPQSAAAAcAZ6CQAAADgDvQQAAACcgV4CAAAAzkAvAQAAAGeglwAAAIAz0EsAAADAGeglAAAA4Az0EgAAAHAGegkAAAA4A70EAAAAnIFeAgAAAM5ALwEAAABnoJcAAACAM9BLAAAAwBnoJQAAAOAM9BIAAABwBnoJAAAAOAO9BAAAAJyBXgIAAADOQC8BAAAAZ6CXAAAAgDMmelkbi0UjkXhTU6KtLZlM2lxAZ6KRSDQSqY3FpCvjTU3RSETX9WAj7YbGhoZoJMLPiEiqkRHJSbS1Sed1XRe3SOeTyaRVUDaI0HimZYumaTa3x5uadF2nONNhWoIewveMiJKavTa4qTaNDQ38Ak3TopGIpmmGj4RIWZdV7mWLm0hKafSM+i74R7wFwVYYUYhZVZUiJZlMqq2lkVmNPZCLglYf4VgnqYV0nxA/1clNtWlsaDDN8GyR9TLR1iYiLSJh1V6o5WqV1NpYrCB6aRiGWnVqYzEpnqI1typXUYrSXxNtbd5aUsrbwNF1nSLJX8V4U1MgtcQniba2bBtBD9Um3tTkuaHhz6WSFa1PoWqvPZqmZRWxXDSjuehgiW664zXBPpSTTCaDFWyrUYcVPqtxLgo62zwRL5GmaY0NDe7v8lOd3FSbQIpV1kv+YJuS1jRNko2i0MtEWxtvEMWZxoYGG70Ut0iBhE0vha6LguN6KXoDuXhiVhSpXhqG0djQkNU7nzeyzZ+S0Utd13PaBXTT8mZFtm1FCPUy2zzxFoec6qUQLG+Bc2S9dGk2FN1bITbiDN0izJtUS8SLTXbCZDIprG1i3EaPEycpSaJrr1Y1Ckc8VxiBxWCXYiL0TPwrRVs03DzjHPVS9JKobaK0UELE2E48UZyh8zylBtNLsgDbJCfR1iZ+iNbBvVWT66XU3Ivn8iIjwzKFTyUiRZKSZlo6VOjiv2TP5NnOI0n2CSp6no0iQFGCFIh4qKgz4hbxdNFXEJYDqlH0OJ5ksvlwC4qUe5JekvmB0ivObHnlFbXeei5NKfd46fBqRnGg/Ke8kh5K1if1XaBCp9+UzyLh9CBN0yjylPk8wrz/J24R/zV9K3llk54ipZriQy8dBU6Gvmgk8tKGDeIkz1jxFCmZLhNF2UXRVvNK/EsTUrzeUoRFIKKBppKNx+N0i7iAckZ6WVS9pPBtstem0ZPC51mh67rIBDEwoNygCiYaecoT/t5RrPirzQuIV04eK6sz0nCCipXCFK2xaZ6r1YaXghEcJvOXVlWZQ+Yg0a4Zab2kPgI1kUIvKdLUmoui4gmjM1Rj1BaNpEvkI1d3caUUrBRtihKlQrQ+9nopGmgeQjSzN2CwDg6ZfE1TKt55epxVcrg1n1pwl6M0tcoKxASneKhoNaikpCKjATQNT6UGVyodOiNCpnDovBpzKmhKo5qN/BohGyLneY7RD2455xHgSRbar2mazQDFVC8l4xI9Raq33kpTyj3TyIgGhV/Mc4ynUTyUNEl6F6j54F03tSyoFhlsLpkqDI8D9Z/UzjF/K9XKJj2F11K6RVyjBs67g1JKdV0XhaUm0z5RPALiXtNA+KiAXnN6NEVY/Cu1FXxyhBeNVA1UvaRqQE2c+0ZPDZ8uoCpEMaQqJELjJc77duJ1o8ZNfZuirI9L6kWZI51Rq5MaeR4mNdr86abVhpdCUFiujyUlt/qr+JOoglxRjHT3hDd8UqR5D4uqIyWet1mq3Yl3N3hpRdOdcaptVnrJq6Zh1k7xZ1FZilriRi95hKWUqtPONsmRcsC9XlId4jGhbl00PTCSMpbrJZWmqN/8jFo6pvIjHmell7yjap+NlBzemzaYJvERjPQ4KcluFlOY6qX0RCoOqd4ankrTjXjb5I+URv5Q9V2gAVM0PSCT8pn6ytRV5/pBQ1gRJrWn/BbRKVHfSl7Z1KfQn9Sm2SZwigAttqD3mifTTaLUCNjkFf9NAx0qd2nRDddLShqvt0bmy6LqJc8xI7O+uWn0ePi8f0DSJekl5QOpsloo9uM2ioOaDzZn1L4LvfuimITo0CiT57kawxwtfTKZv6TfNg20xpYbCEmntiOaHsVzveSVg+q9G72UlmNRH40aLw96KR6tp9fIuNHLRNqQSx09N3qpprQ2FuOps0+O+OFZL6UckJRAfS096KX4qxQyNV4240sKymZ8KemlwWqX4Vov1amjuO0aKOkWXnUTmcZ8td56K03TSEqRsddLSeDt9VIdu0h6aaUf9nrJb7F/Kw1FLUwfZzC9tAqc6kYiPatiKjluEqX+ySavjEy9lFp5Srg6vlT1Un1Z1OdSJfSgl1L4bvSSTDU240urVEtxUNsfmzOmYYprxMvCLVtWVgEj842IupvDco+JXvIMtRISLXN5XrypSTIvqPZYrlWGYqU0MtsdqsRS08ZbEFO9pGE+HxkQlHd8nOdGL0X4lDO8hlGzJTVkVinlAmCfHLrGs17yisVLVtQ8rgRGZtnRhB+1R/xeqXTimWvE1Dff1B5LCbfPxnh6XxO1L1xmyLwhzqj2WB7tRFsb9ZAcJcpIm0novyI3qD7Y9POyKk0p90wjY6OXUhr5Q9V3gduiqaciZRrlJ81ESNJSy6ZgyEKTSK81Mx1fqpVNegolWX2cTeAUGXoEtadSMh0TZRoBNa9UvRQ1kGzs9MpQjbXXS/VlUfVSkp+sGj0pWH6BNH0gQuMyaW+PpXDURok/Ip5ptVbPqNVJLQ6h4nSlmuemtZQ/JShM9JJGu7xZ5JmSSM+s8nIlbSALhmQDkX6IC+gyCpOqJo21peip4cfTi1Oo8RWRj2Za8HiiqCrwCCQyl8JSVHl/kxuI9MzJ8Ggk8tOf/ITMJvREKaXiPYyy1SI2yaGJdyoUUSGsRkjc9ETlEmWzHTxXeeA8/ARbpyDMj1Jxq6XDQ6agxGU7duxQa0ucrSfiNaoxvYWD8pm/XfQI+m0wg5g4uXv3bv44HrFEeokH79rz3OM1luchr+TUGVLrrbfSVMuFF1w0vUiEP0tPr3gi7aHbeaaZvgs8DqIo+bsj5afG1nTQD3pKY3q9DH8pKD6mbyU9V21kCCk+UuAUPokQ9e14Bto8zjRR9HSNraPhgcSVtT9RJhg82+mv1DmLptf7qHVbelnEOrJopo2aokGFZZW9aqMnha+zRYhRtliGF+jJkyf5LYn0UjUxzKWES6lWC4sGr9KrJJ1RqxOvDPwllXqr0tOlaiOVAsf0pEvg36coCdbIoAZuY2yZzOQ02wsCHzOBSUVjQN4wJhXQy+KDm0dyAfTSCuglKBmglx6AXoIMVOsrMNJGpELHImAkuyKYPFDRW03kA1OglwAAAIAzJauX6s4tw8xLjjplLdYv0G/qhVnZ4tQQrBYyCGhxJl+rZr+fyQOmy4P5WgarM1Yh8GUCfJlx1HrFNs3J00ELInIxeOXLAXj0osr+YBX3V2YbJdP+e23a/4AbRIWRlgjRn6T8V884VjN1kQgtKvGWOkeS1s61E4r7SZeor3aOiKdd/NCZBHOQZBWBHNV5Fb6u0GDmIim3aclhwsLpKV95DoiS1UtDWXitnjTMXAlLS7nEj1rF94SA5gBoLTtNLppuU+G7TaQmKcBZQzVwg7nAsDljEwKlRU97a6IdCDYTIdJOqdxNi9ayHd90RlomanOvyyuDQt1WaFhkjqgwybR7Iz3tb8gwy3/1jMtqpoqNVUnpzLO/H6w28In1rt6aaZcbrvzA19Xz/STir/kRbEekDFSbuISLj2poaV+VuY5tcVHKesnfH+oLS/0msV+CbuESIu2UN20m+AW0Bt1quyTt/6PwVQELqkMnBa4pTuDUM/YhENQhpSy1GZPZ72sOFt5BUVNnE0OXVwaImremuS1VGAElU81/0xJxU81oZxSdt8oEm83KWWFaMWhnujfVyYNeqo+Q/CcUhV5KW35N9VLaKQ4EpayXXLr4dmn+rvKXn7Ye8hBsWk/eEvGt/bQjSrpeqnymvkv44xLMh3KUbfdMZHoWdowbJYQPNdQz9iEQtCGSNxNW7xVlNXU4eLusZzoqe/2116KZXvjFxSKefJ+faavEm3L7gpPusrqS8of2zNEWNCE50l+FB3CxO5aulIISF1CnjSx79Fdepqa5Kh6t5r9ViThWMyNdOuoOfSNzry2lQowCuZmXlwtt9eN2S2nPrqleammHZ1LC+dZbNSjKPRIzXk+oLsUzv4LAdyRTtNU+Jb+AFyK/zNS6zm3avM7bxI137vlTuL2XoiHKyzDDUS/puaa3C+JpTxQwyXJKVi/5/KU02WBk+vSiP4kulaRzjbZfdKI5Mw6c8YYAAAU4SURBVJ353KJN91J8HPXStKUgGabxq3TGJvn03yjzTkkthXTGPgQ6ma1eUilwMSPHImTNlszaZDLi+S+5NZGeJemly56+1ZUJ5pEqmvltBNoar2f6MjUUA1c00yELd/4STU8Zqg5T7HOVtud71ks1ZJ35hqQ5ZsPs8wk8kyl1VEC8W8NTp4Zjqpd8Xpxen0SmIyTTKNHWeFI+ik+SfXlDSzsQTmb6jCQJl/JESpdhPYStVb78Q/lJP6jOm8ZN9fjTmPaYSmVBLYBhNltPOOql4bQMnqxu+bQPFQUlq5dWBh9yaSHqIjdAUfdfustmvyMfIdE11GGUrnSjl9IZtXlSz5hiOvalaKhn7EMgNOZn39v40mDvMxkG1faF66U4Iy3gsjFUGkHoJW90GtO+SU0bRD3tA9pQ/KtRBkrz6DxvaYbSscIYtvmflV6qz+KVSnp3+BoitfolFJ+6aurUcExfT16+XDtN+0bRtLMhSmki7eFZqicJ5rmQOwPidxnK5lo1XYaTyTfK3JOpEeaefUzjVpv2qihFg99imI2DTZ9F/00yp54S1AWUzvORNEyynJLVS1NLAtV18ebw/1J7R+Mn+qs66FShqSN6vaWFFZ7Hl/71kl+ZZG4t+Rmd+Sm0ip6ROa1FSbbphJr+iYqGmg8+NLfRS8dmgrvLUtsdU8uS1ZW8/sTTvqpVvRQJpKpipZeJTBeSbvTStMLY579piWQ1vjQyjXW68vkEe70Uz1VTp4ajVgzeeeUxlF5kKShTvVQL1EYvk2lH81L1UNNlmOklzzp6tLpymPTSJm6m95oqdJJ9vU4lrribl66UJn3U8PkZmGQ5pamXVnNvvB7UMu+9fHaT3mfpPbR5HLeN1DIH1uoabvtIqhNLJOr0xqpn3OQAtemSdcsmdaZ5yMVANYip2Oul6VBeMgzyBppbv+3Hl0bmqlebFUlWV3IdFT94lTC1dRsWeinpnOFOLw2lwkiTi2r+m5aI+/lL+i+lnY+9bOyxfGpNSktt5ucWbPRSrfmUKPpTgq0Goh9R5qmV7LG8ntjrpWExh62my7DQSz65QzZVPjblybGJW63Z1wt4+HzwalOltUzHyKa9XrpXXcAlVQaYZDklqJc0Z8aLma/OEGfEO6ApH2ePphcOqKOfqDJJHlV8ZHCTixQx/rKZXqYuXBSzlfwy0zOmzbEUuDTFYnrGPgRVpWqZz3Q1JgnmRZ2nkTJNWgVjKM7TX3zhBZ7D6iCYZ5Rqp6WMoghoio91qyt5mDSXU5u5uY1SJFmMqdWOKst5oszhfmOmA2taJsMzkM+h0kEZLuW/esZNNdMyV7VQ2qUMj6bth1HF2Xci03G5mjopHHLBLyWEKo9mtoAomun9n6JEZ2jdAL+GfieYh261VphKgpQu0ykbakOkpoCf4XXeMW7SvUZmuyRVSyuDKrfi8plgaug0xd+9eHnpRgqKYpvEjsyS1Muc4nJWzIpaa3ed6njUMOv9qWeKF2lMU8CYuEFTvv0kcIw5zZq7vJ5jU2G8YVrNJjmqMbaIsJmeBIEDvcyCQBov0/ULmoV/nxLWSz3zK77hb8Q96yWfTzK1JNtjWmG8YVXNJjnFmydWi/VAjoBehpdE5r4r0zNFDVmWwp8iydYqECZBx5hzo6jjwjGQT2gvY6EjAooD6CUAAADgDPQSAAAAcAZ6CQAAADgDvQQAAACcgV4CAAAAzkAvAQAAAGeglwAAAIAz0EsAAADAGeglAAAA4Az0EgAAAHAGegkAAAA4A70EAAAAnIFeAgAAAM78P6C5i5hCve1zAAAAAElFTkSuQmCC" alt></p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>State the mean terrestrial invertebrate biomass measured in August.</p>
<div class="marks">[1]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Describe the trend in the aquatic invertebrate flux.</p>
<div class="marks">[2]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Suggest the relationship between defoliation and the amount of terrestrial invertebrates in the forest.</p>
<div class="marks">[2]</div>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Suggest a possible explanation for the pattern in aquatic invertebrate flux to the forest seen between the months of June and December.</p>
<div class="marks">[2]</div>
<div class="question_part_label">d.</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p>166 mg m<sup>−2</sup> (<em>Allow answers in the range of 162–168 mg m<sup>−2</sup></em> )</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>rapid rise and fall between April and August;<br>peak in May/June;<br>fluctuates between August/September and December;<br>low December/January until February/March;<br>cyclical;</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>negative relationship / during period of defoliation, biomass (of terrestrial invertebrates) is at its lowest;<br>less leaves means less food/habitats / easier for predators to see invertebrates;<br>defoliation occurs in winter/autumn and the cold may kill invertebrates;</p>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>(aquatic invertebrate flux) decreases because movement to the forest has occurred (by adult forms) / fewer aquatic invertebrates left in the stream so fewer are moving;<br>fluctuation due to movement of different species/different life cycles/second generation;<br>decreases because invertebrates left at the beginning of winter/cold season;<br>(adult forms) move to utilize (changes in) food supply in forest;</p>
<div class="question_part_label">d.</div>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question" style="padding-left: 20px;">
<p>Most answered correctly within the range of 162-168 mg m<sup>-2</sup>.</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>This part of the question required some reference to the months of the year given in the graph, and many answers simply mentioned seasons, ie spring, summer etc, and so did not gain any marks.</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>The majority answered correctly.</p>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>It seems that many students did not fully understand the question, and so were unable to suggest any explanation for the movement of aquatic invertebrates. Perhaps this is due to a lack of knowledge of invertebrate life cycles,which would help to interpret the data.</p>
<div class="question_part_label">d.</div>
</div>
<br><hr><br><div class="specification">
<p>A colony of a marine diving bird, Brunnich’s guillemot (<em>Uria lomvia</em>), lives on the southern limits of the Arctic on Coats Island. Brunnich’s guillemots feed principally on Arctic cod (<em>Arctogadus glacialis</em>) which are characteristic of Arctic waters.</p>
<p>The graph shows the changes in ice cover on Coats Island over a period of 19 years.</p>
<p><img 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" alt></p>
</div>
<div class="specification">
<p>At Coats Island, chick mass at 14 days was measured in most years between 1988 and 2002. The scattergraph below shows the results, plotted against proportion of ice cover.</p>
<p><img src="data:image/png;base64,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" alt></p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline the changes in ice cover shown in the data above.</p>
<div class="marks">[2]</div>
<div class="question_part_label">a(i).</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Suggest <strong>one</strong> reason for the changes in ice cover.</p>
<div class="marks">[1]</div>
<div class="question_part_label">a(ii).</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline the relationship between ice cover and the mass of 14-day-old chicks on Coats Island.</p>
<div class="marks">[2]</div>
<div class="question_part_label">b(i).</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Suggest reasons for the relationship.</p>
<div class="marks">[2]</div>
<div class="question_part_label">b(ii).</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Predict, with a reason, the change in the mass of chicks in the years ahead.</p>
<div class="marks">[1]</div>
<div class="question_part_label">c.</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p>ice cover has decreased (slightly);</p>
<p>the data show much variability/fluctuates;</p>
<div class="question_part_label">a(i).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>warmer air/atmosphere/water temperatures/global warming (bringing about more ice melt)</p>
<div class="question_part_label">a(ii).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>increase in summer ice cover has a positive effect on mass increase;</p>
<p>high proportion of ice cover has little effect / (slightly) negative effect on chick mass/growth;</p>
<div class="question_part_label">b(i).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>changes in (water) temperature/climate change influence fish populations/ food available for chick growth;</p>
<p>changes in habitat affect chick growth / rearing of chicks;</p>
<div class="question_part_label">b(ii).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>mass may go down as proportion of ice cover has decreased;</p>
<p>mass may increase as most recent data shown in (bar) graph shows increasing proportion of ice area;</p>
<div class="question_part_label">c.</div>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question" style="padding-left: 20px;">
<p>Most candidates were able to detect the fluctuation in data, but few saw an overall decreasing trend.</p>
<div class="question_part_label">a(i).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Most candidates, if not all, had this answer correct.</p>
<div class="question_part_label">a(ii).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Most candidates answered this question correctly.</p>
<div class="question_part_label">b(i).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Most candidates were able to detect one reason for the relationship (mostly change in habitat affecting chick growth). Very few realised that the change in temperature influences the fish populations, thus affecting food availability for chicks.</p>
<div class="question_part_label">b(ii).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Most candidates answered this question correctly.</p>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="specification">
<p>The diagram below shows changing vegetation along a slope in a terrestrial ecosystem.</p>
<p><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAApIAAADBCAIAAADzb8dBAAAgAElEQVR4nOyd/1sTZ773n/8iX0lCQgIBgkGCREFBo6BBqEGxQUGjqLG4DZUWKmtTUdmqTVu60KYLLfbQxTbtsotbzm5Os/uwxbPZ3ZzytNmCTW0saGyDUaNGUx0dYJ4fPut9pjMhBLTt2t6vy8srmcxMJgHmfX++/x8Kg8FgMBjMQ8L/+aEvAIPBYDAYTKJg2cZgMBgM5qEByzYGg8FgMA8NWLYxGAwGg3lowLKNwWAwGMxDA5ZtDAaDwWAeGrBsYzAYDAbz0PCDyfbw8LDZbB4eHv6hLgCDwWAwmIeOH0y2S/X6Ur2+ID//h7oADAaDwWAeOh68bPf09HS0t8ffhyRJsUjkdru5HE4kEoGNw8PDJEk+8OvBYDAYDOZHw4OXbZlUKhQIwuEwY3sgEDje3Q2PI5EIl8P59NNPuRxOKBSiKOpkf79CLq8wGB749WAwGAwG86PhAct2IBDgcjjpSqXb7Wa81NTYyOVwgsEgPE1XKnMWLkxXKuHpjtrao0eOIBWnQ5Kkz+d7sNeJwWAwGMzDyAOWbfB7l+r1DoeD8VKV0cjlcJCcN+zdy+Ny7XY7PC0vKzt+/DiXw/F6vYwDQc5x8hoGg8FgMPOU7Wg0GnN7HGu7prqaLtter1coEKBXm5ub05VKLofDPnNlZSWXw5k1Xo7BYDAYzI+e+ci2x+NRyOWVlZXsl8LhsIDPj+nrfqS8nMvhBAIBeAoCj56GQqGF2dkxY9vLi4q4HE5PT888LhWDwWAwmB8T85Fts9l8sKVFIZezHdcgxq2HD7OP2rply9q1a9FTkiTpsk1R1MDAgE6nYxxFkqSAz9+yZctM9n1M5rQzBoPBYDAPC/ORbZ1O53K5KisrT/T2Ml4C2Y55VL3FYrPZ6Fu4HA4918zn84lFIsZRfr+fXiSWCKMjIzM5AzAYDAaDeaiZj2zLpFK/38+WYYqiPB5P4rKdq9HQQ+Ag+YzSbafTibLNKYpyOBzsZDcGB1tadtTWikUinH+OwWAwmB8Z85HtbLXa4/HsqK1FeeAIyCSHxyRJ0p3Ve+rq2tra6DszZDsajTLc5hRF2e328rIyeBwMBrkcDr2KLCY11dXHu7tLiosHBgbm/uEwGAwGg/n3ZT6yDe5xnU7ndDoZL9Flu6a6WiGXj4+NwdOtW7Z0dXbSd2bINkVRXA5ndGSEvqWhoaGpsREenxoaSlcq2UcxALOevVskEtHpdFqtlt0KBoPBYDCYh4L5yHZbW5tELE4SCtnp4sPDwyDb4XCYy+HUVFe3trbCS9WbNyci24wtpXo9sum9Xq+Az5cmJ7Nru+l0dXaKkpIEfD5Dnk/29+t0uvKyMpyUjsFgMJiHlPnIdjQazVarn3vuOfZLKCXN4/Fkq9U2m81kMsFLVUbjPGQ7Xal0uVzwOBKJKOTydKUSfO/Dw8P1FgvDqU5RFEEQCoXiyJEjjO1Hjxypt1isVqvVamVfucPhqDAYBgcHZ/v0GAwGg8H8YMyz3UqFwRAzNQzJttfrTVcqrVaraetWeGljZeVcZRtMdr/fj7aUrV370osvwuNstbqkuBgtCxhnZl+e3W6v3rx527ZtyAEAkCTpdDpVmZn2V19VZWbiRDYMBoPB/NsyB9lGUWqKoqqMRkZ+GRAKhaDTWTQaFQoE8pQUw70OKhUGA8M7PatsDw8P0zupURRVXlYGegyKzsgzR6DuqtFoFF324OCgQi5PEgrpqWowwiRdqUwSCtNSUyUikXrBgpP9/fHj3x6PR6fTNTc345FlGAwGg/k+SVS2mxobZVIp8iHHrP4C7mWDTx/vfqOkuHh1SQlsrzAY4heAwbEejwc9PdHbW1RYyDikr6+PoqjxsTGhQOD1etml3vBeMG2sVK/PUqlQ5nl9fb1YJEJaGw6H05XKvXv3ikUiyFHncjhCgUC/Zk2uRhPz0xEEMTg4uDA7+/nnny9bu3amLwGDwWAwmO+CRGVbIZeXl5U1NzfDU7psVxgMRYWFBEHA01yNxv3Xv1LTU9T0VOD8OdQsZVbZJgiCUQB2sKWF4QMXi0SoNZtQINCtWFFSXMy+WngvsMiz1WpkXoMzgG5JZ6lUErEYaTb8K1y2TCaVsk/r8XiyVKpcjUYoEMhlsmSJRCgQWK1W+lIDg8FgMJjvjkRlWywS1VRXNzQ0wNPW1lZ4PDoyIhQItFotKgYrKS4+2f87kG1qekomlULi96yyDXFxuqaaTCZ6HBrqttEOeYsWCQWCk/397Ks1m802mw0s8pLiYnqcWyaV0nuylpeXJwmFDNlOlkgOtrSwT1tUWPiL1ta01FT6nuoFC7JUKkbd2g8ISZJoCYXBYDCYHxmJynZ5eblYJEK1WMe7u6uMRoqiTvb3FxUWms3mjvZ2ipqmpqerjMbj3W8g2datWAHG7qyy7fV6GR3WstVqcIkDMMIEHhMEIZNKT58+HfNqkTMAvN/0grGiwkJ0zvGxsWy1WpOTQ9dsPo+3ZPHimJH7hoaGbLWaofFikShv0aJ/H9lufOqpZUuXnuzvx+KNwWAwPz4Sle1PPvmErqlOpxOizt+S7ekpanqq3vL40SPPIdneUbsdZm5WGY0M2c5Wq+my7Xa7s1Qq9BRc3PQ8uL6+PuQSZ+zMYE9dHbzX4z/72cZvNyenrx68Xm9RYeGBZ59FBreAz5enpBw4cAD5FegcbGlRpqUxZDtJKFy9evVs39/3h9/vh8WKQi6vt1gG3n//h74iDAaDwTwwEpVtxowQr9cLhi+MzVampb1gs4FO22zP11seR7Jdb3kcZDLmKBF6cZfD4dBqteipy+VCtjXQ2tpqNpvZj9lUGAywVmC/KfjP0dMTvb1NjY3Fq1bl5OSkp6VJxOKchQvLy8o8Hg99xQBkq9WWxx+XJifTZVueksIeXPbDcrClJUUm43I40uTkw4cO/dCXg8FgMJgHxjxlG8LM0WiUJMnysrJkieRgywHQ6ePdb1QZjQnKNj0BzW6308d22Wy2mupq+v70hi2len1PT89Mk8FQWXmFwcAYU8a+jNGRkcHBwVUrVwoFgtbWVrvdvnLlylyNhl3cla5U/vznP5eIxaKkJHCni0Wi559/npHu/qAIBoNWqzV+A/aYEASxqaqKy+Fs2rQJu8oxGAzmx8Q8ZZuiKLoHu62tzbR1K+j0wPvv61asoMt2vcVCsfQyEokwZLu5uZnumq6prj767U5naMI3+M8/O326ID8/Zu6YVquFVLWC/HzUZA1oamxE+fBAWmqqRCxOlkj4PJ5CLhclJfF5vNdff519Wr/fb7fbDxw4oJDLF2u16Upl8apVVUYj3WfwAAkEAjKplMvhQBP4ObVSh3Hm38VVYTAYDOYHZP6yXVRYiLLHXS5XtloNOu3+61/RY2p6qvXw4ZiyDSekm5I11dXg2QbobU2pe9O4wQLu6+vTarUwJDRmuxWU7CZPSXnjjTd2m80HDhyAl2w2G1wP4u23305VKJDTO12p3DjbrG7zrl0Ls7PpV/tdQJKkUCBAFybg81tirVFmIl2pZDeNx2AwGMxDzfxle09dHbKGwfwNX7lMTU+FLk5wOZzozRu0UPe/ZJtuPbNPWJCfj6q52MVgJ3p70QTPPXV1Vqv1pZdeEvD5MW1KhVze2dmZm5uLyrSQd50t2xRFHT50CAWD9WvWzNr7zGazfT+NVlatXEkPos/JYZ6r0bAbtmMwGAzmoWYOss3oM9rV2UmPPWer1a4PPvjfWu1PPmbLNl0v6SM+AbFIhCq1BgYG6OlpFEU1NDRADTdJkgq5/NTQkNls5nI4MfPJuRzOmc8/X19RweVwZFKpWq1Gk7+tVivDSQ74fL50pfLdd9+d9avg83jLli596sknZ93z/nnrrbckYrFQIMhIT0/QFY+kGjvJMRgM5sdHPNkmSRLZu5CDRs9v8ng8dAe1yWTqaP8lSDW940oc2c5Wq9FTRv+ygy0tjERx5JN3u90yqZQgiPXr1+dqNIzxJBRF+f1+oUBAkuTJ/v7CZct27dpFH/kVpy1rSXExvRPLTOhWrADzNzMjg5E0913QvG+ffs0atOyITygUUqal7amrOzU0hGUbg8FgfnzMKNsEQVQZjbkaDco7Y2SQRaNRenC63mJpPXwYpNq8axd6bH3mGVBrhnf6ZH8/ve/38PAwvdyr8tvjwiB/DUS9tbV1R20tRVHpSiUKrtNBNeU2m81sNkNxNkVRJ3p73W53HNmuqa6OeUIGHo9HKBDwebyS4mJGT/Xvgq7OzpiTRmdicHBQmpzM5/F4XO6yZcs6Ojq+u2vDYDAYzPfMjLI9OjIik0rpVc4yqZTRC4yelWaz2VC5dkf7L3fUbkeZ5ODcZsi2w+GgtxM/2d9Pr36WSaX0Rt+Dg4PIZ67Vah0OB0TTY6ZcdbS3g66ji8/VaA48+6xMKu3q7NxRW8tIJfN6vY/t3n2it7fKaDxy5Eg4HCZJMn54O0G7HHjBZjvz+ecJ7owgSRI+3Tzi6ONjY6V6vVAgWFtayq4+x2AwGMzDy4yyDdHlo0eOIK1lD+yiZ6XZbLY9dXWoBqyosBAe11RvhkahDNnu6uysuDfTk4ISsntTQ3w+n1AgoDvk0bHQAj0cDg8ODsbMIadoaq3T6U729weDwUW5uZDS5XQ6S4qLGW3Mx8fGIB8N/ZNJpU/GDV2LRaIEvdYURakyM4tXrUp8fwBiARUVFWvXrt25c+dc1RfayMzpEAwGg8H8+zOjbHu9XnlKSpXRiIZ5sAWPnpVmt9srDAaQat9np8UiETxGnU9sNhujmwrYxEBDQwOqwO7p6SnV6+lvhGZ1Hz1yBE7C6M1CR6fTDQwMEAQhFAiebGhAA77SlUpIZ6O3KAd+9dprqPeZKCkpf8mSOCrr8/lmGusZE1VmJpfDKS8rm6tyP93UlCyR0DPJDyXc8qy1tZUd9cdgMBjMw86Msh2NRnMWLuTzeMgxTm9SBtCz0hwOB5Jt8u4dLofj/+IMNT1VkJ8Po0RO9PbSzeumxka68V1ZWQkTsimK2lFbS3cLh8NhoUAAQXStVgtdz/bU1cVstEKSpFgk8vl8Xq8XBoTXWyzFq1ZlZmS0t7eDaz1mb7Wnm5p4XC6Xw9m1a1ecxiaPP/743ieemFMmmnnXLgGfL+Dzi2PNGI3Pk08+CR3ZRElJyrS0xOuwKwyG7yHujsFgMJjvmXiZ5D09PfRkb6vVyvC70rPSHA5HrkaDuqwU5OdDPRhyrf9L1+/BSA1LVyqRzCjkcrrknOjtBeN7dGQEead1Oh19OBhieHhYJpWSJHm8uxvVeVMUNTg4uKygYGNlZZz8aq/XO2t38T179vC43JyFC2cVRZBYgiCy1erXu7psNtvg4CBFUX6/v6uzs6S4eE1iA0gee+yx5UVFBw4cSESzBwYGCvLzg8FgulKJ25piMBjMj494sv0vJb4H23dN0bLSGLJdU73Z/uqr1PQUmhfCkO0KgwGNAf1Xt5ZwmLqXCkfPCKsyGiE6fvTIEYh/gwPc5/Oxrxl1Mm9oaKAnYEP6NzQSn+nzBoPBOFPFgFNDQ6hz2aqVK2eSxtGRkRSZLBQKdXV27qmrg2vWr1mTpVKh8aDsri8xmVNKWiQSkSYni0WibLX6O5XtU0ND9RaLyWSC9EAIeVQYDE2NjfTp5hgMBoN5sMwi23SDlVGjBTQ0NEAj8X9lht+T7YMtBxr27g1fuYyc0gzZLtXr0f19cHAQ6WVHeztM8gai0ahYJALh12q1YGG73W72laDTgrMd9Vy7fv367t27oZ8aj8tduXJlnI8MtjhJknE0TyIW83k8VWYmOP9j4nA4UmSyNatXZ6lUKMrw7rvvZqvVErFYwOenyGQJtjCbayZ5W1sb+NUz0tPfe++9Wfd3u92nTp2Kf8JSvT5XoynV69va2iDFHX4WLperpLh4xfLlDQ0NAwMDbre7p6dHp9NBIgIDkiTnGt3HYDAYDINZZJsutFA8zXDVIsWlx7bRQJHhjz5CwW+Xy0WflJWr0YDTmKIou92OpLrKaERWOHWv/Th1z/sNamqz2VDaOZ1IJCIUCMbHxqB5C+ii3+/fsGFDUWFh4bJlPC73xIkTjKOCweBus7mtra2psVEiFi8vKlLI5dWbN8f8Tvx+/6wWOXwi6HOem5vLeKmvrw8M8VlP0tTY+OKLL1qfeWauBWB5ixYtWbz48Z/9LJF3OXrkiCozcyZBhcBEV2en2+3uaG8Xi0SjIyPjY2MF+fkej8fn81UZjRs2bCjIz9fm5T2zf/+O2tp0pfKDDz5obm4uKiyUSaWVlZV/+M//rKmuVsjlCrm8qLAwppsEg8FgMIkwB9mmKCpLpUJaCxAEIZNKh4eHO9rbKzdsQLI9PvalUCD4zXvvouJst9uNXO6BQCAtNRWFh1F+GUmSjOrwHbW1kMre3NyMvMoVBkPMNGnUwoXRywW9KZ/Ha3zqKcb2UCikzcuDWVvwTyqR0KvGgbNnz0YikZ6enjhzvhHjY2NwQgGfT0//DoVCgUBAt2LFs1brk08+2X0vCy8mL9hskN8uTU42m80v2GyffvrprG+diKufTkd7u0QsrjIaITAxOjJSYTAo5HKhQFBUWGiz2Tra21fqdEKBoFSvRyXvfX19Crlcq9XCksLn861fv37rli0ulysUCp3s7y/Izx8eHr5+/frx7m6xSFRlNILT5eiRI1u2bLFarTqdTiwSiUUinU7X2to6ax94DAaDwVBzlW2z2YzqwRA7amuPHjlCb7cC/xRy+dNNTUjk6LJdU11N77mm0+nAYe52u+mSA2sCj8dDEATKWSMIgt69nE69xQJJc4w0dfRxdCtWKOTyUChEEATdEiUI4lmrVSwSiZKSxCLRK7E6i21Yv37Z0qWPPvpo/Njt+Pg4PKgyGg3r1nW0t58aGoItp06dEotE/7s4SE5mFNQxIElyyZIl6BB5Skp7AjPHujo76fNPZ2VwcFAul3M5HPjqYEkExvf42FiWSuX1emMm69VUV9NHtDmdTuQCiUQiNdXVQoFAnpKi1WrfeP11s9kMQfdSvf6XL79cqtePjowQBEEQxOjICL1vDwaDwWDiEE+2Tw0NMWzWnp6eElYVU19fH5hlDNkuLytbXVKC+rF4vV40jGS32Yxy0GA8JVjY0I4UndnpdIKKO51OlNOOcsUZl0EQBIwYoSiqID+fLa6QpNbc3PzEE0+sr6hgjCqhKCoQCFQZjS++8ELMb+N4dzdUUe+orT179uxMX5ooKeldhwMyutkBcpfLpUxLS5ZIeFzuksWLZ80aCwQC6UplklAoFomOHTsWf+fe3t7r16+Xl5WhhUIikCSZmZHB5/H4PN7SpUtP9venK5V5ixbl5eWlK5Umk4kgCLfbzVjAURRVb7HQv2S/38/4benq7GyklR68/fbbkJ03PjaWrVaXFBdXV1fXPfaYTqfL1WjwjFEMBoNJhHiyDXFN+haYp8moe4a66sd27z7YcoAu29ZnnlFlZkKZNfXtSZ1PNzWhx6MjI2hISYXBgPanKGpPXR0YjjXV1Uj+GTlrCJT3DlNP2DMu85cs6fmP/6gyGsF4Za8/KIqy2Wz06aKMz54kFEISeGZGxkxO3eXLl8OoULabHYhEIn19fXvq6kxbt8JlqzIzGV1j6Xz44YclxcWJqNqSxYs1OTkKuXxODue+vj71ggWrVq602+2PbtwI0Yrh4eEFWVloVZGIbFOsmWM+n49eenC8uxvNXotGo16vd8nixc8884zX68W1ahgMBpMg8WQb9I/ReyRXo2G7disMhqUFBV2dvwLB9n7ysW7Fir7fvCcUCJB61dTUoNt6U1MTWhCAsU5RVDQaFQoEyHMOHvJTQ0PBYJC+vcpo7IjlK0aR15guAUhSS5HJIMs6SSh88/hx9kkcDkecuqzGp55SyOWmrVvjiOivXntNwOcLBQLzrl0z7QOfTpmWtrSgAFqpxDmhx+Oh5/PH4cCBA9AxZu/evZ999lkih+hWrLh06ZJCoYDk9oL8fPieA4EA3XROULYZE75DoRC97p+dEo97wmAwGMxcmWXeNpfDYRiCTY2N7GbXXZ2d0uRk5x//ALLteOedkuLi4Y/+hx7ALtXr0dOWAwckYjFsP9jSAl1OwbGMztnX15etVpMkabPZkHkN9WAQ2Ha73SjCDW3MQfxQnTedvr4+GNjV0d6+dcuWVIWCbuGFw+Fn9u93OByHDh4syM/v7u6O2culymicNQQ7MDCQrlS+0tERsxcb8Otf/1q9YAEY/ZAOFueEDAWNw/jYmFAgkIjF0uRkw7p1iRwiFAiWL1+uysxUL1hw+vTpmd40QdnW6XSM3xa6/c2WbbPZHPN7xmAwGMxMzCLb2Wo1I3Xc5XJBc2/6xvGxMS6H4/7v/0ZF202NT3n+8Xcel4uUtcJgoMt2skQC2ysrK0Fl6y0Wer/SyspKSDDOVqtRhbTL5QIDjiRJrVaL8smbm5tB+0HX2SVG9O4uFEWZTCZ6Lno4HM5Sqfg8XpxeKNFoVCGXxyyUGh0ZeeyxxyiK8vv9Crl8Jvc4wufzHWxpeaS8XMDnN+/bF9NFfPv27V//+tfDw8O//vWvlWlpNptt586d4FefiWAwqExLc7zzTuKxbW1eHpfDKSkpYfi3GbI9OjLCTklraGigRzSoWNazQi5Hyxe2bLOFH4PBYDDxmUW2dTrd8W8XKZEkmaVSMYxOcKf/x5tvomGdNtvzx7vfUMjl6HCQbZhktXfvXiTbCrkcEpLTlUq0RIATjo+NDQwMZKlUaJVA7+6SpVKB4IVCIbFIBIKB6rzp+P1+mBuGtoyOjKDDgVAotGzpUnChpyoUDOEfHBx8q6dnplbk0WhUmpxcUlysXbQoZqeRmehob4csLTbhcFir1aIBJ/Bv4wzTU5xO55nPP7fZbCh4nCCHDx3i83hpqamipCT6doZsx7T4E3F6Y9nGYDCYB8ssst3c3MzWlYMtLYxuJ9A6tMpoRJ1Nuzp/1bxvn27FCuRRB9mG23pdXV2SUEjdM9PD4bDH4xGLRARBeL1erVbb1tYGAd3Kykp6jhhY/wxT22q1IhduldHIbk6C/PB0TCbTSy+++Mz+/TkLF8KWaDTa1dnJ53L//ve/M3YuW7tWlJRk3rVrJtf30aNHBXy+KClpTjpEEAS9jRobp9Op1Wq5HI4sOVmanDxTJPgXra2qzMzMjIxEOpkghwH4Bv7yl7+88sorK5Yvp+/zXci21WqlOzwoLNsYDAYzd2aR7ZP9/Wzj1efziUWicDgciUTgttvT07Ns6VKhQBD8+qt/Det8551S/ZrGp55CndEqDAaZVAq39c2bNkFKGkz1pijq6JEjEOL9eXOzYd26vEWLHA4HpLKjdC0Y6kUQRE9PT65Gwza1IXmNMZoaar4Zrv5AIFD32GOQwMXwDzPyqoCXX34Zdk6WSGI2UDt27Fi2Wi1NThbw+YVLlyaeGm1/9dVly5bVWywZ6ekzBc6zVCq73T48PDzTScbHxsQiEY/LtdlsszYQlYjF9ldfjUajyJXCDl0zdBpCD4zzJCLb9O+2prqa8QGxbGMwGMxcmUW2oWqLPchSp9N1dXaierDm5uaGvXsrN2zoaP8lNT1l2rq1q/NXMqn0gw8+QAVj9RaLQqGAsGtJcTGkpCE7uCA//0RvL0mSGenp0IokGo3WWyz0GDP0NA2Hwwq5HAkA3dTuaG9nDzs52d9Pz2emKOrnzc1pqakQyRby+QzPc3lZGduoPTU0lL9kycqVK7eZTPDWoyMjtfcseIi4h0Iht9ttt9udTmcisv1WT09mRga9NdtMZndBfv6sZvSqlSshGS1mYRudRzduFCUlqTIzd+/eDVtmlW2KVdxFzV22C/Lzobc8Yk9dHZZtDAaDmROzyDZFUexINkVRDodDq9WSJAlZZqV6/fHuNxzvvFOQn09NTzU1PtX41FNQjY36odZbLJkZGXCbztVoILZdWVnZ1dkJKdDhcHhwcDBVoeBxufUWC5jRdLkqyM/v6+urt1hQjJluapMkmavRsEPLFQYDQ11IknS5XPv27SvIz5eIxefOnaO/uqO29q2eHqfTuXPHDmToNzQ0MNqpnhoakqekWK1Wr9cLrcRm/SYZkCTpcDhWl5TwuFwel/vUk0/OtOeshVLQlWUiGExkPAnk3wn4/LTUVPhQbNmGHjj0LWhkKmJW2Q4EAmjBBHPQGZmMuAAMg8Fg5srssm02m+kTMAFITBsYGIBgs0wq9X7ycfTmDZlU6vnH32225ysMBnCPm0wmuLnXWyy5Gg3IdrpSKZNKKYr6337mlZUURVUYDNu3beNxuR6PB7nNAZj65XjnHYVcjsRpT10dknCXy6WQyxlm7ujIiFAgYLdeQaCx39Fo9NGNG00mE2pOnpaaSpLkM/v3kySZrlQyTuJ2uxUKBZfDkUmlDA/8PCjV6xlZ2QDMIjOZTHGmjVEUdbClhZ6EH5+uzs7ysrKPP/54eHgYHCEx67tkUik9kM+OHcwq2+NjY8hk9/v99Oq+mPtjMBgMZlZml23QZvZ2u91eUly8o7a2qalJKBAQt29R01PN+/btqN3ueOedbLUaUr7RdK96i2VhdjbINpfDUS9YAKFrgiDKy8pO9Pa63W6xSLSjtlYiFkciEYVcTr+n11ssO2prZVLpf90z/V0ul0wqpbdhYUuXyWSKP9Z6fGxMmZZWtnbta6+9tmb1amhfCjHsAwcOUBQlk0rXV1SUrV3LOJAgCJjxxeVwtsUaRzYnwGRn57u1Hj4sT0lBjnR2C5dtJtOhgwfTlUqG/5lBW1vboxs3Uvc0m2E3u93uSlaOOkOn2bGDWWX71NAQWg24XC720LZcjYaRiIDBYDCY+Mwu25DSxS4FBmVtbm7OzcnRrVgBOeT+L84IBYJ3He9IxGLwV6MW4vUWy2Kt1mazQcOynIULe3p6SvV6yCMLh8MVBoPVapVJpZs3bbLZbPQo9cTEhCgpaWF29his+NgAACAASURBVMGWFpgFEo1GczUa5LgGq5phDkIX9PjCMDoyopDLxSKRw+EgSfLwoUNJQmGSULi2tBQ8unv27OFxuUsLChhSF41GF+flZavV6Uqlfs2aBIdnx6GhoeFfjUU/+ujDDz+EjSRJHjt2LEkoFCUlyaRSdoTb6XRKxOL8JUviNzQdGBiQp6ToVqwo1evZOWswzIOxkaHTO2prGd3xZpXtE729aM3U1dnJXlRxORw8+AuDwWDmxOyyTVFUc3NzzKFSNputqKhIlJS0edMm1Iq8ymhsamzkcjh/GRyk7s3iHB4etlqtINt+v1/A5xfk58O8zq7OzsrKSjCdf/Pee1wO589//jM96YyiKMvjj/O43Cqjcf/+/WC0NTc3l+r16KZvNpvZVjWsA+J8LvOuXQI+n8vh8Lhc1CPM+cc/ri4pQft89D//AznkRYWFZ86cGR8bq6ioiEaj5WVlifulEyEUCinT0p588kmhQMAoVzt06NCmqqqYWWkkSSYJhVB9x84cRITDYUgaWKnT0buhobdGY9ERjMTvpsZGRgU/W7a1Wi19kQRz4eBxc3MzIwow1wGjGAwGg6ESlG1UecXYThBErkYjT0nJzclBsu364ANlWpqAz0fZYZB3ZrPZVixf3tDQ4Ha705XKCoMhV6NxOp3lZWVvvP56tlp9vLu7eNUqeUqKzWZj9OQSJSVJxOIzZ86IRaLRkRGXywUP4FUof2JY1W63WyaVxun1HYlEHn/88fz8/PwlS2pqapDAM6KwTqdTm5cnEYslEsmK5cudTmeKTJa/ZEn8BcFcOTc+Dg1fod3pC9+Wwzid0k/29xevWlW4bJlMJlMvWECvOKdb1a2trWtWr16xfDmfx1NlZrLPwzZ8GdVZ7CErbNlm+NXpieKVlZWMAjaPx8NO+8dgMBhMfBKSbYqiysvKUKNvu92OkrAcDgeM6EANyanpqcyMjIyMDBQuhcItm82Wt2gRiEHOwoXrKyq4HM6nn34qFAh2m81VRqPf7+dyOE899RQytQcGBk4NDcFw7v7f/c5qtZpMpvGxMYVczhgUxla1kuJidt+VmQBz82R//7NWa5XRCFMyt23bRhDEjtranp6eaDQKKWlv9fRAW5U4aW7z4P33309VKGRSKZ/H0+TkMILc9CAxumBQaJ1O53Q6o9Go0+kcGBhAy5RIJJIskYTD4Wg0ajKZKisr49dzx8w4o89WZy8d2LKdrVbPFA5n94U90ds7U4c4DAaDwcxEorINidzghj3R24syq8HwXVtamq1Why5OgGyv1OlSFQrUT/RfSeAOx5IlS2B+V0F+foXBUJCf39bWtnTpUjjbtm3bhEJha2srMrX1a9ZUGAw8LhfmMYtFoo8++kin09E99hDVZpjaMDQ6zjAPNvv375eIREajcUFWFpi8pXr9pk2b6AnV0Wh0pU4nFAi4HE5hYeEDHzcZDod/29eXq9EwFM7r9TLcDwMDA+oFC37/+9+zm+EAgUBAJpUajUb4umYNIZfq9YxW6gMDA/QkMpfLxRh5wpZtRm13tloNP5eYLc2bGhsZNXUYDAaDmZVEZZuiqMrKStTy2mw2l5eVkSTZ1Nho3rVLJpWWrV2rW7EievMGNT2lTEtLS03NWbgQ7ssEQYhFopdefBHUurm5WZuXt2b16nqLZdGiRUlCodvtjkQifB7PbDYr5HJIf4tEIjwuV5mWxuVw/vGPf5hMJpPJtKeurqS4mCAIj8cDu9GvCohEIlkq1Zx6g7/37rtpqalcDmdHbW04HFZlZj733HPXr19PEgpTFQqPx3PixAmIZ1ut1lNDQ49u3Fi7ffuDNbgRe+rq6Gbuy21tL7zwQrpS6XA4jh09Cq5mh8Mhk0oVcvnbb78d8yTjY2Pgcq/dvj2RN2XXmPl8PnqwgL10YMg2/JTRU6jph+VCV2cnO6ag0+lmnbmCwWAwGAZzkG2wayGiHI1GtVqtzWbL1WhO9v/uePcb2Wq1fs2aKqPxc99nMqm0ra0tZ+FCNK6jwmDY+8QTmpycUr1+R22tKjMzb9GiJ+rruRzO8ePHKYp6or5ewOc//fTT4A0Oh8MFBQWQ1F2q17e1tWWpVM8+80yWShUMBiGb6Xh398n+fuQDQDQ1NpYUF88pRdnj8aQqFKKkpFUrV1IUVVlZCVGAvEWL1j3yiGHdulSFYm1p6YONZ89EOBxOVyp9Pl84HP7oo4/aXnoJBBjK0mDsyqmhISg/a963786dO+yT9PX1QRs4mVQavzYMYGecge4ijwI7bY0h24zGauNjY6hukJ2FDt1SH7i7gvEW6BeD/hiDwWAeauYg2xRFWa3WonvOYa/XC/OywMKuMBiqN20qyM/XavPWV1RAeViWSgVJSTabrby8PEulytVoysvKhAIBn8cTCgQrV66kKCoSiQj4/MrKSpilDSOrVSpVRnq6UCD4/e9/LxaJDh8+LJNKR0dGotFoSXFxvcUS06p2u91CgSBO++6ZgOh1QX6+y+Wqt1hO9PZ6vV7QoaebmrgczqZNm+Z6znlzore3cNkyrVYLBu7bJ07wuFyhQNDe3g47wHxx0PKOexudTmdZWRlJklarNVutdv7xjytXruRyOIkkbNvtdvaipCA/n95vldEojSHbDE+4y+VCyQ1ZKhUjcO52u9lu8weI3+9PVyrTlcq+vr6O9nZ4HGdkCwaDwTwszE22SZIsKS5GQ736+vq4HM6BZ5+lpqdCFyeyVKpjR49q8/KShMKP/ud/bDZbzsKF0APV4/FIk5NBtrPVaqi5kqekgO24ffv2JKGwdvv2bdu27aitVcjlr3R08Hk8Po9ne/55hVze1NQkFonAK4785MhRjwxrKOZmJDzPCZfLVZCfD5VLTY2NUK62MDs7VaFYXlQ079POiU8++cRsNoMkr3vkEdjI6EzidrvBFQH29O9PnqTuec6XFhTELwaLyfDwMFtHGZ5zrVZLN9wZss1otYbWAXSzG3GwpWXeP6ZEPlqpXv/m8eN+v18mlZbq9aFQqKenhzF/DIPBYB5G5ibbFEUFAgGFXI58nskSSZZKZd61i7h9a/ijj8Qi0R//8J8LsrKEAsHRI0cUcnlmRobdbidJMlkikSYng40IDUxgkHYgEOBxuWCCp6Wm1lRXnz17dlFuLtR2F+TnV27YIBaJQD9sNhv4yQcGBlCXUxQMbmhomKt7nE1lZWWpXm+xWCChPVut/j4zp0iS1OblQYNVHpfb+atfwXboZPJ6Vxd8ugqD4fWurqebmnbu3Hmyvx/8H88//zyPy12QlTWPbwDK6xlJfK2trXRhrjAY6F13GLJ9sr+fXm5uNpvB0eJwONhTU7VabYIekVAoBKUEe+rqTg0N5Wo0Crl81sT4l19+OSM9PVejyUhP1+Tk5Go0qszMd999N5F3xGAw3zXBYNDy+ONzyhrGIGaX7WAwWG+x0MOQTqcT6eieurrHf7anVL+mpLjY84+/n+j9tUIu/8ff/65MS1NlZqYqFMq0NLFI5Pf7N6xfj5p0qjIzlxcVHWxpIUmysLBQwOcL+HxVZqbT6fR6vTkLF4JPOFkiWV9RAe8VjUb31NVlqVQejycYDKKlA4z69vv9bW1tKTLZ/XcrgxB+UWFhulIJfdfv84RzhSCIk/39O3fu3LhxIySUNezdm5mRcfDAga1bt5aXl3/44Yfgw6Ao6pWOjhdfeIEkydbW1my1WqlU8nm8J2P1xpmVKqORMTPmZH8/PZkcYgfoKUO2GRViRYWF4JSut1gY657RkZGY7XLZ+P3+LJUKppHqdDr6WJr41X0kSVZu2IDay3M5nIz09FlHmmIwmPvklY6ORzdudDgcg4ODoyMjFy5ciKnN4XA4LTU1SSgsXLaswmBwffDBpUuXvv+rfUiZXbbBMc7oCDYwMABq6vP5ZFLp0Id/OXrkObFItKN2e73FkqVSuT74L5lU+oTFIuDzpcnJi3Jzf3H4MNxA+TyeKClJwOcPDAyse+QRHpcr4POVaWn/989/rqmuFgoEYGqLRaLt27bJpFKPxzM+NlZUWFhSXBwMBlFsm6KoUCik1WpbW1s9Hg+fy9387fBzKBQKBAKBQMDj8bhpOJ1OR1zKy8qShEK5XN7V2YmO8ng8ARoP9scw0zdfVFgIkQhRUhJ4xaHzDBKtHbW10uTkVStX1lRXh8Ph8bGxxsbG+aXOdbS3Mw70+Xx0fWXoNPsp8nvT531lq9WMoHJbW1uCV3j9+vVstXrzpk31FsumTZv2//znDodjYGDg3Xff/cMf/hD/WJIkn3jiCWgKm5GePo8RbRgMZq4MDw9npKejSQoKubxw2bKYe/r9fmVamlAo5HI4SULh5u8xeehhJ9EuaWKRiDHnCpS7q7PTbrfnajTRmzcC58+Zd+0SCgSLtVpNTs5v3ntPLBIdOngQkrQhEIuUO1kiESUlQd9QmCyikMutVuuuXbt4XK5UIjEajVkq1f/7f/8PQrao+Ni0datuxYoPP/zQ4XBo8/IWLVpkfPRRkVDI43LBHaqQy9EboX8KuTxXo2H8W5idXVRYaFi3rsJgoP8rW7s2WSJRL1hA3xlC8ux/6gULNDk5UGK+o7a23mKxWq02m62jvd3hcLhcLrfbHQgE5mfqeTweiVgsSko68txzxcXFL9hsHR0d4IoYHx+nKOrRRx+FBu/339ybXeJFURQ9UZ/eY5yiqIMtLfRocWtrK2rIg9LTfD4fIyFuYGAgIyMj5rizmLz11lsokR79S5HJjh07lsjh77//fvGqVdjOxmC+NyKRyJaaGvhTLcjPj1PJEggESktLxSJR41NP4T/SxEk0tn2itxdai9M3/t8//1kmle7csaOioqLCYIB2K55//H37tm1gUhsffTRZIllaUNDY2EiXbcY/mAx25syZNatXw8RMbV5erkZTZTTKU1LEIlFBfr5Go6HPwlqQlSURi5MlEsiAU6allZeVgUZ+9NFHX3zxxfnz5wOBAF3Mpqen6Rc/OTl58eLFa9euTU5OkiRJf3VqaurSpUsTExN3795lfxXT09Nw8kAg4P7rX//0pz/99re/PdHb63A4OtrbbTab1Wqtt1iMRmPZ2rUF+flI78UikVarrTAY6i2W1tbW493dAwMDaHpmTLZv3y7g85ctXdrX12c2m8H+drlcBw4ceOONN2qqqwsLCxdkZaXIZMXFxQn+KOOgkMsZFwPt4uHx4OAgfVAYo/sp/WlfXx90QOtobwelP9HbW6rXm83mlTpdskSiW7Ei8XXGsWPH6MotSkpaqdMlePjw8HDJvL4Zl8uFu8FgMPMjEAhwOZxEvJIOh4M9NRgTnzmkpHV1dsqkUsgvQxsLly3L1WigIDtbrfZ+8jE0SgtfuVy8apVELOZxuXweT8Dnb92yBdKskoRCsUj0SHl54bJlUIu8c+fORbm5yPLmcjhCgUAsEolFosJly8rXrl2QlSXg83UrVhw6dGh0ZOQ/3nxTqVQ+Ul4O77th/fqiwsI4i7XJycmLExOnR0cZhcKTk5NTU1N37949c+ZMNBpFyj09PX3nzh2CIKamphinmp6eHh8fHx8fv337dvyvCxqLoqehUMjn850aGnI4HDabraGhYVNV1fKionSlksvhaPPyTCZTW1ub0+mkd3FxuVx9v/lNrkbT2tpaYTDArzhJkhKxWCIWW61WgiAgFk5X0HnDLrCmp3z7/X56UzaGbKNidzgKNK/CYDjZ3x+JRBZmZ7/22mvZavWWmhpNTs77778/pwv7eXOzWCSSJifL5fI1q1fHaTXPgFFNniAfffTRgqwsrVZ7sr+/ra0NDwXH/MSBgGMie04Eg7Azo2cig0AggFJWsWzPlbllkg8PDxfk55fq9cjvcaK3V5uX96vXXlPI5UWFhaKkJOszz4SvXKamp8i7d8y7dmVmZKxYvlwiEmWkpyNV5nG5SKRB14UCAY/LFYtEUPdVUFCgX7NGmZamkMv31NX19fVFIpFgMHi8u7tUr1fI5ZqcHIVcvveJJ7R5eVVGY3wHy9TU1I0bNyYmJiYnJ9mvTk5OXrlyJWbTEjbT09NXrlwJh8P375S+ePHiuXPnbt26FQ6HXS5XR3v7jtparVbL5XDSlcrKykqbzeZ2uwmCgLEoeXl5WSrVqVOn6i0WHperXrDgPi+AzcDAAONPaGBgoKa6Gh4TBCEUCNBLDNnW6XQohl1ZWXlqaAh6qoD5vnv3blRoLhaJ5lFYPz42tqWmxmw2z+ko6F0z1/caHBxckJW1trRUnpICvQrmegYM5sfEc7/4RVpq6sn+/lnve7vN5rTU1Pr6enqzJjZ+v18oELT/8pdvv/02lu25MucCMIIgDra0yKRSq9Xq8XhgCFhXZycknCcJhZkZGTKp1GZ7PnRxInRxYufOHUKBABqzxP/H43IlYrF6wYIkoTAnJ+epJ5/s6ur6L6fT4XA8//zzy5Yt4/N4SwsKFi5cmKZQVFdXg34zrP9ZmZqaikajbDM6cRjO9nnzzTff3Lhxg33xkUjE4/F0dXaaTCaFXC5NTjY++mjxqlVCgWDD+vVZKtXBlpY9dXXJEslf/vKXB3IlCJIks1QqeiwqGAzSZY8+LIQh21CYB4/B2T4wMFBeVgZbQqEQFAhAsd/8Lu94dzfqGZA48Vf9MQmFQtLkZMiUWbN69ZvHj8/1DBjMQ4fT6Rz59NO2l15iyy1JkmtWrxaLRJqcnH379sXR41AotGjRIrjhy6TSCoMBpbww+Hlzs0QszkhPL8jPv08r6I9//OOpU6fu5wwPF3OWbcDr9TY0NMik0lyN5md79iRLJHDLPuv3b92yBQq6UBB63SPloqQkVLEN/4NhnZGeDm5zPo/H43KhzjtbrRaLRFAnptVq9WvW6FasWJSby+fzMzIyMjMyBAJBeVlZR3t7nKjw3bt3L126xDavCYL49NNPr1+//qDUF7hy5cqtW7fu/zy3bt368uzZ8+fOwdM7d+4MDg4+94tfVG7YAKufUr2+q7NzfGwsEAh8F1WPra2tjKoBeo8z+lAvhmwjdfT5fGCeNjQ00P9iQ6FQrkaTlZU170qPgYEBdgn4rCjk8nPnzkF44mR/v9frTaSp6tKCAgGfnyyRvNLRMa+LxWAeDgiCCAaDJ3p7FXI5n8dbsnhxzN2i0eiSxYvhNp6lUu3fv3+moQywRodVr1Ag+NVrr8XcjSRJ+CvjcjharbatrQ3E+9z4+Fw/Qr3FIhaJOtrb798J+lAwT9kGIKpaU10NopuamgpFSsuLijZWVurXrAE9hnTrZImEbV7DA3lKSklx8datW3fU1tZUV1du2LC2tHTZ0qWqzEwk/1wOJ1utrrdYIFY6OTk5MTFx+vRp9HOanJwMhUIjIyOQR/bNN998+umnMZeNFy9evH37dkzZnp6evnbtWsyf/dTU1Jdffnnu3Dn2OScnJz///PMrV64k8qV9/fXXY2Nj33zzTcxX79y5c+nSpZiNwEiSdLvdx44dg8S9gvx8qHxL5E0TB/q90z8japxCfXuENl22g8EgKhVDCefZajW97AoM95U63bxrsdxud+KWejQahZ9julIpSkpKkclkUqk8JUUmlWapVLOuePY9/XRNdfU8nPkYzENEIBBAXbAgQBnndz4UCi3KzeXzeNLkZIlY/NZbb8205/j4OJfDaWtri/8XND42lpqaCkKQJBSeGhry+XwCPl+Tk2M2m7s6O//2t799/PHHjKO8Xq82L++xxx5DWzra26GAaOPGjX19fT968Z6/bBMEMTg42NzcjMKxSULhsqVLlxYUIKEVi0SqzEyZVEpX3/+tyMrN3bp16xMWC/MlhSJXo9GtWLF1y5YXXnjhww8/ZGdDTE1NRa5fv3DhAlJfCGAHzp8HBzhJkjGt7fiQJPnxxx/fvHmT/dLU1NTly5evXLnCTi+fmpq6evXq7Zmt7Rs3bly9ehXC51euXLl48WKCoXQ2k5OT4XB4ZGTkRG+vyWQSi0TpSqXl8cdh6vb8zsmgprqanpjW09OD6r6OHjmCMtTosk0vHmtoaDje3c3uqWK1Wg+2tNRbLIyZJbMSDAZdLhfkucAIV4/HA3ZzzI/s8Xi0Wq1YJILpqxnp6TKpFPw34LiTp6TMOr2NnZ2HwTwQ/H5/a2vr99P7IRE8Hs/BlpZSvf6R8nL60L+Y7Kmra2hosNvtjHpgBpCSlohbq7u7O1ut3lhZif7cdpvN9LLvvLw8tPPg4GCpXs/lcMRiMd3Vd2poCP2BCwWCBMcePrzMR7Z7enpqqqthcCTki4F1CCNAstXqpsbGV1999fDhw1u2bFmzenWSULgoN7ds7dpVK1eaTCaXyxUOh6enp1GAGfVF+a5XSaB5Mcu60A4TExMPfDLVpUuXLly4AF70qampB+ifJwjC6XQ2NDRkqVRikchkMvX19d2nfrtcLrpROz42hpKxHQ4HVHZR35Ztem0Y5KYdPXKE3lMlEomkK5WhUKirs5MxaDUO4XB4yeLFKTKZXC5Plkj0a9ZAHx5lWlqKTJaqUCjkcvZyfnlREVomSsTinIULX3nlFbvd3rB378GWlp6enkTumLr78ApgMHEoKS4uyM+n11L+mzA+NsblcOLfPcrLyhIpWoFmyfC36fF44tjl7EzyaDRauWEDuGOrN28GcbHb7ZkZGci0S5ZI6OUkBEFkq9Vwc8hWqxOZefhQMx/Z5nI4zc3NHo+HrbKgIlardX1FRXV1dcuBA12dnXD7i0aj//znP2/evDmTak5NTc3VOKYoiiTJSCSSoBASBPHZZ5/duHGDvj9JkmNjYw9Eqqenp0+fPh0MBhnXc+vWLeSzZTM1NTWPFLk7d+4wPojH44HZX/ev3zqdjt5+PFejAanzeDylej1spMs26mwK2eMkSWq1WroD3263ww6wXqYSmwhyvLsbLaK5HI40OZnP48lTUuCBVCpNlkjY3WePHTsmT0lJlkhSZDJpcrJuxYp5VHCJRaJwOPwdjVTH/CgZGBiYtRdyNBrlcjiDg4MyqRRt/PexvGOug+lkq9Xx7exoNBqNRkdHRpYWFBQWFoLv+pHy8pg7kyRpt9vpHZQRO3fsOHToEHoaDAb37t0LmW4CPp+9DmhsbCzIz+/q7PwpjOidp2zTf89CodCFCxcYwdpgMHjx4kWCIO7cuZOIphIEEQgEzp8/P9eLiUQin376aYJm+uTk5OXLlwmCoF/S3bt3v/jii1nrsBlMT08Hg8Gvv/6arvfT09OBQCAcDt++ffvu3buJfPBbt26NjY3NQx4uX7782enTMfWert87amudTudcFyVOp5PeMQ0pNH3qNl22UWfTU0NDpXo9w0NOEESWSuXz+SiKCofDMqkU+vBkpKfDxpkYHh5OkcmgUU+yRJIskWSr1QPvv3+it7etra2vr2+mZfXoyEhPT8/J/v5AIABTWOb08U+fPi1KSvpXpXhKyuuvvz6nwzE/QSKRiFgkUsjl7LVyMBhEUhcMBrkcTjgchv8pijo1NKSQy+dRIvFdoNPpGIMJgBdfeAHqKbgcTvwBuC+//DL87dBDpX19few9u7u7S4qLDx06RO+9iIg5dyAajVZv3rx1yxb2/iaTCY0w/tHzAGT78uXLwWAwpuxdvHjx3Ph4IinWkPhNzzGGRiizmqEEQdAj3PNgenr6m2++mauhPz09ffHixZmi1IFA4MKFC4mIJUEQFy9evHr1KtoyOTmZiOTDgPD4uyH9lkmle+rqBgcHEw9D0P+A6WNC0KAwumw3NTZCxBr6jTM85G1tbWaz2ePxbN60qa2tTZmWhoZ8mLZujX8ZoyMjv3z55Z07d0L+PLL7Eydx2SYIYnh42O/3W61WSKWEf0lC4ZzeEfMTxOfzQSyWvRJtamxEDQwoipKIxYXLlqF1rclkOtjSMlMk+Hu2HWeSbYfDIRGLwU39pz/9Kf5t5NTQ0MGWliyVCqY4zuRUD4VCa1avFgoEq1atonu8Ozo6otHoTOOCPB6PWCQKBoOLcnMhHN7c3JyXl7coNzfmlf8oeQCyPTk5OTk5GVM/rl+/funSpfn5n2/cuPHll19evXr1fiQZ8sa/+uqrxOVqamrKzzK+7969y5b2OB88fOVKzOS1RLh69erY2Nh9FnfduXMnGAxOTEzAugf0GzIPDra0xLdxgVNDQ6ieMhAIoNbiKOhLl22UwAVjxOgechjXdvbsWaiElojFZWvXikUioUAgTU5++8SJOX2u7062n9m/XyKRKORyhVwuEYuThEKFXA7557t27pzTO2J+grjdbhhewP5lq6ys5HI46I9u48aNXA4HaZJOp+vt7Y3ZCrSjvV0oECTy1/qgmEm2KYo6duwYalCdIpMdPnw4/qkgKy1+nC4ajebk5EAN8PKiolAoRBDE2rVrUxWKgvz8xhk8EBnp6WKRiMfl7t+/32azbdq0CS5sdUnJK6+8gp3ksUmw2ex9cuvWrWAweOPGDcb2mzdvjo2N0XuRxgTkCjqghUKhxI1pkiQ/++wz+m/b9PR0OBweGxt7IJXZs3Lz5s2JiQn2r/u1a9dmbaqKEv0gkf7SpUuMKL7T6YT885Li4lnjQBUGA5r5gUYCIIWmyzaq51bI5f/4xz/oHnKz2Wyz2QYHB9GIl7xFi1IVioMtLS6Xa65JiN+dbDM6Aj1SXu52u+P44Wfl1NDQA89t/Ikz0wjI+bWdf7DAvKUslYqdyVheVsblcNAv4fDwsDItDb26p64uLTVVKBSy/xbKy8pgXNN3euXA1XD4tddeg/rpt956ayJW2O7ppiYo1tLm5SXyd6GQy2etUK0wGF588cWmxsaDLS1wOyJJ8pn9+8HdpcnJqbdY0M2QJMmamhoBn8/n8bJUKrPZXGEwrC0tBdkG53z/T6AA5N9XtmciGo2ePXs2joJOTU2Fw+EzZ87Mz9idnp6ORqN0mZ+enr558+bly5fnXbX1QLh27Vr81DmoXPf7/bOuUcLh8PHu7pLiYqFA53WfOQAAIABJREFUYDKZnE5nTPkcHRlJVyrhb6mpsRFCR2jSF122QU1h8FdrayvykJ8aGsrVaAiCiEajKTIZ/GkdO3asVK9PxKN1amhow/r1aamp0uTkdY888tZbb+VqNKdOnTrZ39/R3g5VYTEPHB0Z6ersPNnfHwqFEpRtl8u1auVK8AQKBYKRuAG8maD/dFA0AfNAIEmyID+fnfNlt9sbvj1gniCIpsbG72Ki1PDwcJZKFbMU4ty5c6A07KXw2tJSLoeD8lcY/br9fr9CLt8YK7Fct2KFKCmpp6fnwX2CGXG5XMkSCZ/HE4tESUJhzOrHvr6+Ur0+8d/qKqNx1nhzUWFhzFvBhvXrUxUKLoeDmitTFDU+Nra8qIjL4eQvWUL/23///fc1OTlut/snMkbsfmX7iy++mJiYmNWPTZLkhQsXvvrqq3m8HQOIeaOnN27c+Oyzz+iqMzU1df369S+//HIm9SJJ8uuvv56fqAPT09OfnT4NZWzx97x79+7Y2Njly5fn/V4IiHmjp7A0ocf+obxtfHx8pquCdkj0r8Xn87W2tmar1VkqVcxa0tbWVmhMhqrCTvT2Qg0Y1P7BblwOhyRJKO5CA7bhPov+/iEL/RetrdFo9Hh396z9zkKhEH3mG2SSy6RSiVicIpMJ+HxIF2cs5/1+/4KsLGVamigpSZ6SIk9JyUhPf++993p6eux2eyLtU0ZHRmatXqWDCiDb2tpaW1vR9nk0VcUwMJlMJEme7O+HzImuzk76MBugqLCQ8WNta2srKiz8LqpJa6qrGxoaxCLR+NgY4yUQY0aHQWDD+vW6FSvQ00gkQldxiqK6OjurjEb2gUlC4eqSku/N6xsOhxdkZZnN5pmWuV2dnXQRnZW2tjaTyRQIBPr6+rZv315Ha5CCyFarY1rkM8W2KYqia3NNdfXixYsf2727pqYm8Qt72Llf2f7yyy9DFy/SZ2ddunTp2rVrjENIkvzqq6++/rZsT09P3717NxETFlqphEIhtiDdvHlzdHR0TgVUd+/eHR8fvx/TeWpq6osvvrhKk+2pqamJiQl2nxaSJMdZsg0TxhK5rUxNTV27di2m6oNszynwf/v27bGxMfZqhiRJl8tVU10tFAiqjMaBgQF0bQRBFOTnu1yuaDQqk0rD4TAahQlmOnWvsRpsef7YMZSC3tHePtOQgHA4HDPnlk4kEoHlNr1YE9rw0bcwbJGfNzfTs8lQJ11pcnKSUChPSTlw4ED8b6mrszORtF5k9uVqNOAw9Pl89GljsJSZ9TyYOJQUF4+OjLjdbvilIghCLBLRY71er5exxgqFQjKplF6++ADRarUul0un07GN/tGRkZkWamazmWF0MhyW4JRiHAVV1HOKs3i9XkheSfwQBnFi2xRFtba2MhwbcXi6qUmVmYlaYYpFIpQBHgqFCpctgwrVmXy3cWSbTkd7O0z1FfD5+UuW/O1vf0vw8h5qHrCTHOZafv311+yX2NXJBEF89dVXwVg7s4+9cuWK3++POUlzJqsaNO/s2bMMw3p6evr27duzKv3U1NTo6GjMjmkxdz5z5kzM/qbs/iq3bt06f/58IiY4tH8Zj9Wkl96vhn3UlStX2Ao9NTU1U1dXIBgM2my2bLU6MyOj9fBh+CkPDw/najThcLjKaDzR2wuKS9FkG4ScJEmFXF732GMQigPXX5wAGPxZQqWWzWaz2+1sX/342NjhQ4dKiosXa7VPNzUNDw9zOZwXbLYKgyE3J6emuvpEby/jkMHBQWlyMr3dCn0gLJfDUWVm0vePRqMwfq2rsxNG45hMpln7o0WjUSiEQ98GQB/EotVq4yQTkSSZ+PjRHz3QuJe93Waz1Vss0AYAdigpLqZXE9ntdnrNAkVRe+rqvqNOJiRJwq1vR20tezyG2+1GaZsMYOQufQs91E1R1OjICH22HuByueiuhUSKwpubm00mU0xHfYKwZfuDDz7o7+93u91ut7vKaLRYLG632+l0fvLJJ/FP5fP5XnzxRbFIlKpQZKlU27ZtQ1cVjUahnSrUif28ufn69euMw5FsQ2eOmd5ldGQETgJJbWwvyI+SBx/bvnnz5kwNtxncuXMnFAqxLdGY2kwQBGqr8s0333z11VcMMY5Go59//jnbW+73++dn9JAk6fP52DlxMxGJRBIs/r59+/ZEMMjwScRsujI9PX3r1i10DTdu3GB4uSmKunbtGmNBA7J99uzZ+Q06IwjiP958c/u2bcj4PvDssyaTCdqpUhSlkMvD4TCKGff19ZnN5tGRkfwlS9KVymAwSJJkSXGx3W6Pef5gMHj40KH33n03LTUVlsnce/NbY7rREHDfnPX6vV7v0aNHS/X6zZs29fT0cDmcVIUC/iVLJPQi7GAwCMNhBXy+KClJIZcvWbwYPl38t0DjUiKRCF22KwwGdNdjTFJBQD+Kk/39dL/o+NgY47f0p1PNQlFUIBBIVyrZHzkSiWSpVG63G/XSam5upus0Y56N3+9nmOMPFplUOjoyUmU0stPEIJM85lFs2c5Wq+myHbMVKN0jHQqFhAKBUCCIv9SrrKw80dubpVLNe1RBrkbD+Cns27ePPb8xSSisqqpK5IR2u53eAQJhWLcOnU0oENC9IyRJvma3P1JeXl5WZjKZVJmZy5YujfMWr3d18bnczs7On45za56yff78+Qc7QQtx9erVL8+eje/BjkQin332GVu2//nPfyaSMQ45a6Au9O2JWOHf0aemKOrixYvnz5+P/5t35cqVL774gvEZr169evr06UQujCTJy5cvs+eOz2SFh0Khjvb2XI1GlZm5MDt73759MqmUIIhSvd7tdiPZhphuV2fnoxs3gqFz9MiRCoMh5mfx+/3ylBShQCCTSosKCzdu3FhaWrogKys/P3/Hjh3xOzlAT/JZPyYdsIZJkhweHh4cHGS45U/296MKcnQ/Wl9RMetpIfmOoqhoNIq8/XDHRCvaU0ND6Ibl9/uRmxTaQhEEka5UIuOAoUatra0yqfTMmTNz+rAPFwwF8ng86UolPQ17cHDQ7XYPDg6mK5W/fPllrVZbZTSuLilBXfEp2pR36LclFonYHe/hR/9Arlmn053s79dqtewT0mXbbDZrtVq0+GPLNqNODKLdDFuoqbER/UrAyWdNzK6prj7e3a2QyxnZ7ARBVFZWVlZWzupyP3rkSK5GA9bt70+eBAk/3t2dLJEg8ebzeEKBIEG7Fta17JjF4OAgjIUUCgSMqx0dGVmQlQWrechQiX9baG5unsdgwIeaecq22+1mB7AZ3uCbN2/euHFjrm1Mrl69enY22SZJktHXk4rrLWcAGdfs8Pbk5OSZM2fitEq9devW2bNn2W5zxgePRCLzGOl98eLFc+fOxZftO3fusOPBiX9wkiQnJibOnTvH2J8giDNnzsxUU3f37t2B999fW1rK43KXFhT0/+530FwFyXZDQ0NPT4/JZFq1cmVfXx/cf2fq+9a8bx/4x7gcjkwqTVcqZ01MDYfDJ3p7+/r6Pjt9eq6yTW+oziYajVYZjdDcCkabL8zOfuP117s6O3fv3n3gwAE0oCUUCpnNZnQgsrYpijKZTC+99FJXZye9GfL42Nj169ezVCrIlgKHxL++geZmq9Xq8/msViuK3kUiEXQr7+npkUmlz+zfH7Pp4w+Fx+OZR4/YmXA4HFkqFUO5D7a00MOZHe3t0DkgEAiUFBdvrKz83e9+l5mZSTcHZVIpSZIkSZbq9Vqtli0P0Wg0V6NxuVwP5LIbGhrSUlNFSUnsX1ok236/XygQlJeVIYt8VtmmYrkwKwwGlLcB7QKFQmH8nMrW1lZwHTHuEgMDAzqdLmYePgOSJPVr1mxYv768rEwoEKAkj2AwuKeuDqQ0V6NBl/G3v/2tevNmp9M5OjIy0x+y1WqNmXAXDAYbGhpi5riRJLnukUfAY8d2fYXD4bNnz8JjaE73U5vUN0/Z/ut//zfj25yamrp48SJdy4PB4IULF+aasD01NXXr1q0E3eyMA69du3b+/HnQpDihX+peOjpDpUiSHB8fj0Qi6EDIpAPXNxSGffHFFwy3+eTk5Ndff03X8vPnz09MTMzVYzM1NfXNN9/Mtccqdc8lfuHCBbjs+B+ckY4O3Llz58svv6TL9p07d1AYYnp6+saNG2fOnPH5fAdbWmAmumHduvLycrj1QIuVFJlMIZdPBIPZanWcu6Tdbs9MTwfZXrx48ayJJ5FIJC01FcZ2KZVKw7p1s34h4XDY6XR2tLef7O/v7++fKS0OQRCE1+v1+XzQGUYmlSLDQi6TLczOhs67dPkHdz3YLn19fWmpqTtqa+mB/Cqj0eVyORwOaMAOw0zBqqiprj565EiWSvXmm2+iBu+wD6yExCLR88eOFeTn/+DB79bWVpPJ5PV67XZ7rkaj1Wof1FQ0kiR31NYyPqPNZkO/DEWFhQRB5Go0IF0kSba2tkJlAToEdvB4PCd6e7PV6pimZHNzc+Kja2YlGAymyGR0cx+BZNvpdBYVFra2tiLNm59sQ3QAHofDYbA7QRp9Pp/NZoupZyky2QsvvMDYfrClpbm52Ww2x89WGxwcXLN6NUxYhnZDjEuCGATd9g0Gg9q8PEgKg1qPzIwMtGiIRCKnT5/+y1/+IuDzn9m/v6mxccnixfT4gk6nm2keYJw7Q1tbm0Iu7+rsjEQiHe3t9D+inwgPLLY9NTUVDAbpTTojkci1a9eQYQfx6Vm9NHfu3JmYmPjqq6/YxvSs/VXC4fDnn38O70gQxLlz565fvz6/+C66mNOnT8cPb0NtG32fa9eu3bhxA70v+N5nTVyHBL2LFy8yts/6wcF5cPbsWRT4P3/+/M2bN+/Hn3/r1q3R0dGYawiCIE709kLN966dO30+X0lxseOdd1Qq1f79+ysMhvgyHI1GDevWJScnqxcsODU0ND42hkrDY3K8uxvaq8FNQb9mTfwrj0QiyrS0VIVCwOcr5HJRUtLmTZsS/NRtbW2LFy9mhPEgnElvxg5otVpY40P8lZF8h7rTrHvkkYa9e59ualq5cmVGevpTTz21rKDA6XQ6nU5NTg7dbiMIQpqcnLNwod1ur6ys/MFj206ns1Sv7+vrS1cqQV/f6umxv/rqgzo/SZJVRmOpXo/u8nTZzlKpgsFgX18ffTi6w+FYmJ3NuMglixdnqVQxu14PDw9nq9V0K9Dj8SSeCx2TosLCmN06kWy7XK6iwsJnrda9e/fCS/OQbXCb09c0a1avbv/lL+GxVqvVarUxP0jMNm1HjxxpamzcUlMTc8GBODU0VG+x1FssVVVVErH4n7Em4DU3N7MHdu2pqxMlJUGCCH1qyKuvvsrn8RilH319fV6vF0psGIVwdOLINkT6oZWsTCr97W9/G+dD/Sj5/tqt3L179+uvv2b8kMLhMCOgS5JkOBxmpGSDQRkIBBJJ/4YHBEGcPXs2HA7fj2yDoXmfmQ537tw5d+4c4xNNTEwwksvu3Llz+fJlRugB8o1nrXenW9jffPPN2bNnr1+/fj+yPTU1FYlE4vveh4eHzWazUCCQSqW127enyGQ7duyge5LjQNdpq9Uac5YA4Pn/zL39XxNn9j7+Z/CQkOcAAcKDPBgJChoFhYKFigWFmoo1KyhWFGrWpqLNim7a0mJLi1u0tLjNdunie+mnbNnvm62+ltc2NW2jgFGjgAGjQSMEBxiYkPn+cNb7czuThIB293Ne/ECSmcnck5n73Oec61yXyRT7JDrnRUTsraoKfGSIwKQSCch9RnC5x48dC+aUQPvv+3/8Iy42ViqRREql0VFRfB5v3969sEGMTHbt2jW73f6vf/2rr69vf3V1aUmJyWSy2+1tbW2MJT+fx7tx/fquigqpRFJeXq7ZvVvA5+/YsQOmsMb33qNpurm5WSgQ/PTTT2gvZXr6mtWrIej/rzOsnThxorSkRK/Xb9y4cdXKlcDC8eaRI8/xKwiCKMjPT0pMhCAed9s52dmwKsrLzc3LzYUJ51h9PXAG2Gw2NJOUlJRs2riRfXC3281ID0Bmfhmpftx9sn0wGOTGaZq22+1cDicqMvLVJzWOZbhti8WCQx1pms7JzoaxgAxJR0cHKtP43IyiKLQe6unpiZHJBHx+8MUCSAixfSrUqtlryr///e9cDmff3r2M/LzZbN5bVQXZ9QguNyc7Gxo7Dx08aDAYfGL+Yb7V6XQB0iRv1NWhlJhYJNpcUPBff17+k/ZMbntiYsLhcOAJ7QBi0vPz8/fv33+AiYXQNH3//v3r168vmkgHavGbN2/+eoiw4A24Th0OB36jBBj43Nzc3bt3J5/2xyMjI8PDw4suCObn58fGxob+3+hqgKZ8Rv7//r17x48fByKzDRs23Lt3b6mHJQiCAawFG+jv7+joON3UtH3bNqlEIo+LKyosbDhxoru7u7m5GZq1fB6QJMmB/v4LnZ1ms3lzQcHXHR1nW1t7e3vx7UE1BJjU4GY+3dSEVg8Oh6O7u9tiscAuTqdTr9evSEpCQUNSYmLyihXApwYweJFQmJOdfba1dXhoyOVywYgMBgP6Uoi/R0dHIUoAbFFqaipKaXZ3d4tFouvXrwPcb6mX8bkbQRDr1q7FIXsCPn+pVK+9vb2Bcd3A0hMplZaWlLx55Ahy2wgiDqoSAGvKysyEnPmuigr4B9K27NImRVEF+fl4Thj6GJfRIKTT6eLlcpQZxkvOuEF87HK5aNp7suHEKsXK4i1b0C5LddsdHR0Mxla0i8ViiZHJ+vr6cOlPZOi7iouLVSoVOFGKorYWF0slkiVFIMfq62NkMjYI7nRTU1ZmpsViaWtreyEvDzYY6O/X6XT+0BgEQWzftm1tVhacgGb3bgjNtYcPM7aE3FXupk0vv/xyWlra2dbWc+fONTU1Mc4cDog6wg/W1DAydm63+/P/CLvcf8WeyW2Pj4/fvn0b5YdnZ2fHxsbYUDWftmjuN5gjPMvuyCiKCtzNzP5e6KVG65Xp6Wm73R5kh/czDvzZrxs6zvz8PEPDNLB5PJ6xsbGRkRFwRcD5eufOndnZWZIkYaLh83h1tbVL7cDp7u5GsiVgx44dA9FMyHVLJRKz2VxSUsLn8SCGlkqla9euXfTIADQT8PnRUVEoOqEoSpmeLpFIeBERErFYwOe/8847OK4bt97eXj6PV1paumb16lUKBR6vGI3GSKm0bPv2rcXFr6rVR48eTUpM5ISHJ69YoUxPh6tktVq7uroAkH++vR1UGk0mE6DVjtXXA8Lc7XbHyGRQ5wP8GhTUl82IHsCGh4b2V1er1epFD05R1MmTJ+GaC/j8/7lwYUlfZDKZoCLe0dGB+PLMZjO7Zu9yuWpqargcjmb3bnjnfHs7TnpTV1ur3rEDOqCgOwBS3ycbGnyiiA0GAw6DoigqKzNzeXjySKlUpVLh6wn0v1qtBh43eMnlcGy2m7R3gfYumC9fRm51UbcNDWB4aKvX6yGvgAw1tpEkGR4WVpCfD6yFDIPvggNGSqXoW0CgbKmJwzMtLWKR6GxrK6zYbDZbenp6SnIy4kLgcjgOh+Onn37iRUTgfWICPp+RkQVsIDSF9vX1obbPVQoF46x6enpk0dEotR4eFuazNNbX1yeVSG5cv+6TtQky8L8Gu7Db7WYX9XQ6nc8yza9kzzNJThDE7du38T7shw8fPnjwwKdjeDA+jh9kZmaG3XEfwGZnZ+/evRsA9Y0boMl8wsSgIm632/1F/F6vF6HS/G3gdrttNht+/vfu3ZuYmPB5bmNjY/i09fjx4yD9PRhBEAwEXACDXPf9+/fZlQKQHh8bGwtAActujsfN6/U+evTIZrOhx8br9XZ3d++qqOByOEFWZz/66KOoyEiRUKhYufKNN95IS0sLDQlJTEh46623wG0DGE0sElmt1rTUVLxOxufxAjdYO51OoFlGpXFwVMNDQ7gecGhIiEwm88eMBkwgGUrlaWzJ73Q6N+bkJMTHm81m6DmGCSJDqTSbzefb2xUKRbxc/vnnn0dKpVWVlceOHfvw9Onm5maxSAT1xZ6entSUlD/84Q9Qoayrrc3LzR0eGmpubs7dtAl65FJTUp6XhDB4ULFI1NjYmJSY2NjYyGhXC2Aul+vVV1/94P33l/qln3zyyfr169erVKsUCmg9oGl6f3W1P7RdT09PpFQKH6EWO7Czra0pyclQgjnT0oJqMVmZmWyUHHDp414QpGOXev5goSEhuyoqUMK2pqYGKGytVmukVBovl6PVQGpKSt8//wlum5ydQZ44SLeNb7CrogL/6UGlG2Vu5HFxoSEhSOaHvaPFYgHIN4KOAx/ZUleBdrt93dq1oSEhACmAjtDS0tKoyMiw0FCFQoGecafTCQSFnPBwkUiUlpbGPhrALRHmQ8Dnv5CX5xME7na7q/ftg2czJTkZhQEulwvdOQX5+QFgNHBJcbLh52U1NTWMoh5FUTEyGQOaUFxc/Oux0v66wp2QCvZZXR612/GYbHx8/ObNm4t+NTCojI6OPn78+ObNmwyFqwB7PXr0yGq1snFh4LYDUJR7PJ5r1675XLV5PB5/hfPr1687HA6fn968eXNkZAS9tNvtd+7cCWYIcJ5AIBPkDeHxeMbHx61WK9s3g9tmk7cgm5ubGxgY8CnZQlGUz6F5PJ7BwcEHDx7cv3//ZEMDQJna2tr8ZbMBl4t8KmoMCw0JWZuV5XK5TCbT3qqq1JSUlWlpJ0+elMfFlZeVxchk4WFhqxSKzz//PPDwz7e3v6pWx8bESCQSAZ+PQ3h+q9VC35dAIAA98r/97W9dXV0+V+7FxcU4cYrT6cxQKl999VWAtZ9vb0cugcvhwGBRG/Gnn36q0WjQOgOfvmtqan6j0RQXF1utVk54ePqqVXGxsZs2berq6sKnV7fbHbhvdVEbHhqCmi6sV1BY8D//8z/+AEEM6+joYAR/wZjdbgdYcmhISPKKFcCr5RNDjqy0pATWTxRF8Xk89HN0dXVFcLmQ6tBqtZCmhuEQBEFRFBoIQRC4O6Gf9NYvG5afvGJFBJeLAM8GgwEuRVdXV052dmlJyb8/8noL8vONX34Jbpv2LiQlJkJDGtttM1qr+/r6GJVsxhAuXbyIVPUIguDzeP7YWyEZ4Ha7IZzF59h4uXxJjXC7du2C3y4tNTU2Jobh8ouLi9kr3f6rVznh4e+9+66/CUqn0+VkZ8/OzgbuNwETi0SMlm6dTicRiw0GA8AUArAjg9vmRUQ8u+qV2WwuLSmhKCopMdHlcg0PDXE5HPxqdHd3M6paOp3uV8W3Pwe3/fDhw/v37/ucmufn54NsAJuammKDqNm2sLDgdDqvXr26VKAZ4NgX9fEeimKobAF/uE/+MqfTOT4+7nOAc3NzQfZSu1yuYHywx+MZHR21Wq1LzZAvLCwEA9YA4D0+Fn9XDFoGHjx44DPhhg+cJMmzra0QdxoMBva8SVHUKoUiUiKRiMWy6Og333yTy+HweTypRAIRjNlsjpHJYO6Ikcn4PN6Sxo5oSq1Wq88nfKC/3+VyqVSq1JQUoEsTCgSMVDlwUKPBQrr1dFMTqkC73e6kxEQIaxgx09nW1qTERKlEwogIYRVot9sjpdIXN29OSU6Oiozs7u4GPm38+kCAvgyXidtXf/pTTnZ29b59Go0mKzMzJzsbIm+xSBRkZm94aIit4RGMbS4oCA8Lk4jFJ06cQG8G8NxWqxWEOlwuV4xMhjYwmUxcDgc82fn2doh9GxsbIROOt+fpdDpGjNXR0cFuDg4+ffrdd9/h6WXE19bR0QE0Xs3NzeCn1Tt2NH/0EXLbxVu2wPICF8AFY0yhDIY1Noy8ra0Nobd6e3v9sajSGP/5li1btm7din+Ul5vrE0zn08A/9fX1gX/S6XSpKSlOp7OxsfH111+nnxCysutKVZWV6HYlCIIx+ZAkqVKpdlVUJCUmLpqxR/A6ZMNDQ5A8CwsNTUtNDQCQdLvdsGX1vn1BDtmfQVGGJMnysjL4QfNyc/G+NY1Gg/++AE78VVvJn4PbBnqvZXRaP0fzeDwTExPPiBunaZokyZ/M5qkgHmlIno+Oji6j0/o52vz8/KNHj/wl5IM3giAuX74czFg8Hs+dO3eCl1ADke+83FwoezOec7fbfaGz02g0wiSlVqvxRxF325FSaUpycoAvcrvdvb29Z1pazra2Xrp40eVyiUWiRYX89Hr95oICpAUeHhYGsxIyYD7H33E6neB46mprAbxms9liZLKBgYFQFvdqUmJiBJfLmLwK8vNhXaJMT09JTo6USoF2niRJxE1NEERRYWFqSspzUcUoLytj8MGFhoTEy+XBFzuD4Xxl2+DgYIZS+T8XLkB+FTnLAJ67pqZGrVbrdDqcNg6Cp2+++Yam6YH+foBrIQJd3G0rFAp8drLZbPFy+fbS0ubm5gudnXACUDJgC2P7NEYGu7e3F1YwoNsRHRX1hzMt4KdrDhw4Vn8Uue391fsgi8vuimRMoai/H6ynpwdXrKdp+lh9PQptj9XXB0j4o8i+vKyMwcBaVFjoj2+YYeodO9jB4vbSUolEwufzEdCvqrKS3YQG7vyD998vLytjhPv4Bm/U1S16GrsqKthZbovFkhAfHxoSIouOrti50+cNDPw8KIG3pGRVTU0Ne/vysjJYqSsUCoqi6mpr8YFnKJX4r7mrouLXZm37FRvAIHm+jOMvw+bn50dHR2/fvo27bZIkwa0uyaWxE/5LRYH5yyH/GjY7OzsyMjIyMoKfIXC2L0niDKjWnn3gAbY3mUygc6BWq/0tRV0uF172czqdb+l0yvT0VQoFSp/6tOGhIbFIJBGLeRERAj5fJBRKxOKip2lK2dlmk8mUlJjocDiiIiNhbS4UCBgleXZ+lSCI4uLi0pISgiDAK8DQuru7gfmrrrYW4W/TUlNRnc9isYDbON/eDmHiC3l5XA4HTaa9vb2AM4LOqIL8fLTsaGxsfBZ4GkVRhw8fRh3wUJVYUsqBAVTZAAAgAElEQVS0vKxsGa3kyKE6HA6AZCN0PfLcjMDX6XTyIiLwUBs2DgsNbWlpAXk6Po/3yccf83k8uM64287Jzkb++NLFi9DjcLqpSafT7aqoGOjvb25uRunrYAySougl5APglBQKBS8iovmjD8FPGwy/31+9bxluG/hu0UuDwcCY9wvy81F4B43j/tZbebm5EKFCzz3+UXlZ2aKaWgRBlJeVhYeF7dixA735/fffv7h5M5/HCwsNjZfLAcSza9euVatWccLDd+/e/dJLL4F7fkuni4uNRWi1xIQEn6k+NvM5bvC7O53O/dXVhS++aDQaf6PRnDt3Ti6XAyOeQqFgpA20Wi1KqHR3d0dKpRqN5tatW4qVK/k83tqsrMCjxu1CZyej883tdgO9RFtbW1FhoV6v12q1CPAI0ojwP0mSQEvMqD09d96k5+y2KYqanJycnp4GHk3UrDw3N/fw4cPAoDOKopYEbGaYx+NhOKrp6Wmz2cymQfW3+8jICDvchNbtiYmJwHEJRL2zs7OwgMA5NMbHxwPHfKBeuryBe71eiqIYge/k5ORPP/0UvKDLnTt3fFb9JycnccIcf7u7XC4ApeNJl5mZmfv377Ov5/DQUF1tLZ/HKyos9Ok2IGH46NGjjTk5Aj4/Uirlcjh/+tOf6mprX9u1Ky839x2DgX093W53TnY2NHEKBILQkJCoyMj2L76A58dqtSrT00EsRMDn19bW0jRts9nQ9G21Wt8+fly9YwdjNoE6IuO7igoL62pr0f0ASk3gtrM3bHh561bw6PBpWmoq5AztdntSYuKZlhaHw4GYzFcpFBKxGE1t0LrmdDqzMjPVajXed5uaksIYtdvtXiow+EJnp2LlSohUlgqrbmxs1B4+/O67767NykLz8qIakQx2OafTWVVZiYJsiqKKi4vx1QlYdXU1GzxcUFDQ0NAArPgD/f0vFRWFh4XBpcO/BXHuNjc3x8hkv9VqGRFhakrKkjodfGawIfFAEMTbx4/XHDgAfvp8+xdFhYWLum0GvoxmMdKXl5XhYTEsU2DF6XQ6Q0NCbly/jpOnMkYHw2f3mO2vrg5Mt/L3v/89MSGBFxERweXiCpidnZ2/0WhONzX98ssvGUolXE+z2Zy7aVNYaCgUtuBBczgc59vbXykvDwsN1eze7bM1A/rO/Xky4OpnaO9yOZwzZ84I+Pxj9fVtbW0KFvi8sbFRIhbfunVLq9WKRSLk1CmKMplMgfPVZ1tbGVcS1yelKCpDqezo6BgeGlKpVCUlJVWVldFRUSgNgISMLRZLakpKhlLJyOI4HA5/XSrLtufstkmSvH37NszXt2/fRosO4AAJTBsyOTnp0388iwXvC+fm5i5fvszONi8sLID8RuATm5mZuXnz5qNHj6anp2/cuIHSiVNTU9evXx9/uludYQ8ePAg+5xykBT/w6enpH3/8kU1IDuRr9+/fD+AboAfs+vXrU1NT8A+sV7xe78TExLVr1/x1AzqdzpMNDVKJZN3atR0dHYyv0Ov1xVu2gD4YPLRbXnopfdUqCBZ5ERG/8wMQBf5qu93e3d0N+HMBn6/ZvRu1eMKfRCL5R28vjrP1Z9DezXgTtEnQy97eXgGfLxQIzGZzVmamat06vBAOEy48/KebmnKys2GhAHlyoUDAmDIIgli1atUqhUK1bl2kVKrT6aCWyYgOtVptUmJiVmbmMhLXUEFfqsu/dPEiLyICR+BHcLmLktaBQyVJEgBx8KVnWlqQ52bnFegnzbsMRU7A5yPtkPPt7Qhqjrvtgvz8vr4+nU6XlZkJUy3j0qEj0DSt0WgWjYTY0l64pEdXV5dq3Trw093f/p8MpXJRt83GjTMkxfDGLZqmLRYL+r3Ot7dnKJV9fX0AFGefLaLBDw0JYbgKYEALMFKTyWQwGOqPHo2Ljd1VUWEwGBpYbh7SWu+8807yihU0TXd2doqEQsQQjgzKHD6/hV0CYJjdblfv2AGgdHje1Tt29PX1CQUCoUAglUjYkfqFzk74NHPNmqV2n5pMJrFIhE8F3d3dkPxwu90nGxoQdS5BEHW1tVAZQSFHd3c3YF/ycnNramrYj1UwSY6l2nN22wsLC48fP/YJP140Zz45MTEyPPwrlYpJkhwbHQ08VT0jrdjU1JTPjFAAwDnY+Pj46Ojo812vgHm93unp6bt37wa+8s8ycI/H43a7EXs5/tGixYLhoaF33nknJTlZoVCcaWmBq2ez2UwmU1Fh4Z49e/ZXV28uKHhLp7vncISHhUF1NjwsDHX3+rMMpRJhmKHrSSQUQl+pVCKJkclWpqUdrKnp6ekJMn/1x/Pnz7e3wxky5twzLS3K9HQAlMFCBN1mFoslgssdHh4GHNPw0BBC4lRVVr722mvI8aC8MbBZffD++yaTyeFwHKuvx5UbbDZbQX4+EIfNzs6eZtFQBGnQqLboZgRBfPLxx2lpaWtWr36jrg6PgdLS0nymPRhmt9slYrFAIIiUSsVi8auvvgrvNzY2IjIQn54bqg/s8vauiopj9fWgAYOasnD51Eip9LvvvlMoFFDCYHsI3G3j//szttsuLi5GXhZS6NT8HO1dGOi/KhaJkNs+Vn8UznBRt52hVCJXBA3H+KU409KCgMpQ7v3w9Gn4FdhnC5MzBOWMX2dRt41seGholULB5XD2+cJz9fT0QB1qf3V1QX6+UChkx/0ggw0P1/DQUGNjo/HLL+Ejf632DLNYLG/U1YWGhHz44YegoQyF6vCwMHbkSlEUwFNOnToVzAAZ1tXVxefxkOfG3TYsmFQqFeolMZvNoU8rmhfk51dVVeEsvMgudHbigFaCIHQ63aJPzaK2TLc9MDCAx2cURU1OTPj01myDUMxnAMr2HxDPjTudPl0LpIgXzTBDovvHH3/0uSYIvg7t9XofPnyIF8shNx4kr57X630wPu4zAPUJ2J6cnHz4tBg5vn0wKH0gdPvxxx99uu3gBw4pB3xhAbnxIH0GENT46zWnKApu7ni5XL1jB7Rr7927NykxESVyLRZL5po1uZs2RXC56atWBc44nWlpyd20aUVSkkgohI5wmqatVuuZlpY36urOnj0LPJ2g+iXg8zesX7/oQKAkDznhGJlMp9PBlAR+VLFy5bfffms0Gnfv3l1aUgJQXqPRKBaJIqXS1JSUCC5369atpSUlVVVVcLfs2bNHKBCgoAr6djS7d/N5vN/85jc2m+18e3tebm55WRk+F2i12rra2q3FxS9u3iwUCAJHLQGsrrY2mI7w7du2ofBaJBTK4+KW2orW2dmJO3teRATKwNXV1iKukgCeG4fsJiYkvH38eGJCgjwuDtrc4X0UbQ/092colTqd7mRDQ1tbW2NjI5sgMzUlBUUdy3PbiGMVLFIqHei/SnsXiMdToSEh9jsjWKm7mmbRawOiAj8gl8NBp8FmLdVoNJCSJUlSLBKZTKbXdu0KDQlh//rQnO10OoHPh/Hp/urqAH3M3377LfJGN65fj4uNDQ8Ly8rMROvaH374AU6y+9tv+Tzexo0bDQbDuXPn3nvvvaTExNnZWbPZjHzzttJSeVycPC4OltpcDgetwPBFz6KG94mtUijgLvKZZoD0Pp/H++P584yPvv7660Vz1OC5dTqd2+1GbpumacBYXLp4kcvhwGmjbMHw0BA8mz///HNUZCS7jR7qYmh97HA4oMTwjGzZ9LLd9vfff4/3Jc/Oztpu3gwycPF6vUNDQ9euXaOfcJUEyCEvLCzcv3dvcGAAyVvhnyIB6WA8EFIGw928x+O584T2K5gjDAwMPHz4EO0+PT19/fr1IInhFhYWrg0OAmYYHCquvML+LvudOzefKC4zBj43NwftZ4sGyt4nsp7g6dH2QMIVZGZ+fn7+ypUriNwGlkHXrl0jgmN98Xg8v/zyC/CeQuOcT3WW7u7uqMhIeDITExL6+vpQTehMS8veqqqTJ0+mr1oFMr2rFIqjR4/+4cyZjIyM8LCwtNTU999/n6bpgf5+UC767rvvEuLjYYWeEB8PVb3e3l6pRIJztoAv8dkORJIkPKgOhwNaNqH72W6379u3L0Ymqz10KHfTJmg9FwmFG9avb/nkE2CEaGxsLCosBJoOs9m8ZvXqtra22JiYlORksUhUV1srk8lw9kqn0wlriKtXr9bU1GQolVWVlWwiEZfLhWBlEVxu7aFDwVx/tl3o7EStUx0dHUajsaenhz2bbNq4EZwul8MRCgQFBQWLlhXABvr7QT2ltKSEy+FESqXyuDiRUPj28eNoGyhsI6JQn577fHt7QX4+SnseOnhQFh29IimpubkZP1skzwrQs6TExK87OoCOA/eXJEkCnQAKlQK4bTQnQPiLf9TV1YV71oL8/PPtX4CrTk1J6f3f/y+w22asA6DUje5AnU7HLsZDLA4UexRFbXnpJXlcHBtYAOl0mqbb2trYHGr+xDlcLtfWrVsB8QDvVO7Zk75qVWdnZ3lZGTQ3Xrp0KToqCpZ669auLSkpget/9uxZYDSK4HKFAgHgwgiCOHLkiEQshsq3SCjk83io4stWDQ/gxtRqNQpz6+vrkxITt2/bhjJzjIGPj4/39fWxddw54eF/+ctf/H0FMqvVWpCfHy+Xv4WxtObl5sLaGnTfNRpNTU0N/EDlZWVQRG9sbGQw0dI07Xa7M5RKhFFAjaOLnkYwtky3PTg4iEeukCIOMtqmadrj8cBP5fV6R0dHBwcHA28P3gLBu/Bg9969e3fv3mW7bdDBnHj0iPHR3Nzc0NAQChzJ2dnLly8H7vhCgGrIE+BBJ6SIg89vo0qB1+u9efNmYLJx9L0zMzPj4+P45SVJ0uFw3L9/32eY/vjxY7aUyPT09PDwMAq7CYLwl35gnwDw1eBPl8fjmZycDL4ejxLmCwsL/f39/qjLu7u7BXw+Jzw8PCxsf3W14fe/B6SxRqPZvXs3DoQGd4s7YJFQ2NbWFi+X//mrr862tibEx6M4D6aPN48cAdS32Wyu3LNnlUKxSqGo3LOHgdxxuVzgOVwuV15uLiCfYZ41mUzQh5aakrK3qspoNCKqzr6+PtW6dQnx8VBJhWmlID//fHs7+BKKokRCIfxwDQ0N4WFhly5dQl86PDQEdTtGZQ4YYHp7e1HQOdDfHx0VJRQKRUJhkGQpyBwOx+mmJqPRCJVCgAtAA7dIKHyLVYx0Op2Ve/bkZGfXHDhgsVj0ej1OO+PPQMUVkeeEhYb29fX19fWxc4MMt0oQRF5uLu65IWpEAl846whuXV1dMM8WFRY2ffBBVmZmc3OzVqvFj2+z2VJTUqoqK/H0pk+3TVFUTU1NXm4u/LIMt0qz8tj7q6sNht+Dqy4tKTnT8gn8r3vzTYj191dX454YeFrQSwbXSk52Ns55DuluOGetVgtRfoxM5hNRaDQa4ch4wxiy0pISRgOY0+lsbm4GEEl4WBhbQxMY46OjokJDQ3kREefOnmVsQJLkpYsXt2/blhAff6GzkyEKBfJxqnXrUBME5Lpxp3vu7NmkpKS2tjafhdfGxkb4Za1WK2Qa2NvQNK3T6fxxG1Tv28cJD1coFOzYDFo3GW92dHTIoqM3PhGn0el06KIN9PdDJ+qlixdB7wfuAQY3Dhj6scBA1s/nGS7D/nMKYP4s+C6jqakpq9XqfDph7m93j8dz7949tk7J9PT0lStXGGsO/GiTk5MulwvXGwUv+OyZDYYFP3CgeGNoiPnbHdRHbDdvMsY1NTUFennoTXwDUCufmJjA9UanpqZw9fHnZYEH7nQ67Xb7QH+/Wq3mhIcrlcqNOTnxcvlXX30lFAhwVjU+jwdp8NCQEAGfL+DzY2Sy+vr632g0qLDNi4jYtm1b9b59KcnJuyoqggFwIRELmqZNJlNpScnw0FCGUgnELOvXrwchB/aOlXv2nDhxAlJtMEfEyGRAsdTd3X3p0iVIFTqdTp1Oh9MqURSVk52t0+kK8vPRV7vd7rraWpVK9e233zIUHVwu15///GeJWLwkPNqbR44I+HxeRIRIKBQJBAI+H5Y14WFhkZGRwPoe+AhGozEYitDm5mahUAj5AD6Pl5iQ4G/LMy0tkDuF3A/9JOZWqVTgMgF13NTUBOBhqP2z527gu4BWnDePHIHq6fn29rOtreA44Qqz05g+3TZ4iKLCQuTG2DMeHjLur64+2XDi/7rqw4cZkDRGURkRtoCBDC78T5IkQ9C6u7sbb0nv6OhgLyOQHauvhy9iYNHBoKWboqj6+noYzu7XXoPHRB4XFx4Wxr4Uw8PDr6rVsPYKDwtLX7UKZzNFXwE1YJ/3D1AK7qqoQJA6RmBKEEROTg7UYuRxcZlr1uCaeKBWAMx3DIxbY2Pjb59UQPCCGsPQjMFecZ5paWFL7tI07XA4xCIRJOe7urpQJR6aCKDodrqpCZZiUMVnLEkhkY5+I+A/fo5g8ufvth89erRsAncIkQN0Li2pk3h+fp4NkKYD1nQ9Hs/w8LDNZkN+fWFhYXx8nKH35dMWbfQKYB6PhyCIAOmK4AcOVYDp6eklDXxubu727du3b99GqxyPx3P//n2fRO6Mr7t3796yVfMoinr8+LG/3W/evLlv376w0FABnz/Q32+327u6uo7V17955EhHR4fdboeGkz179uTn58fGxAgFAhAaQaGeRCx++eWXEYtZMHa2tbUgPx9GbTAYjh8/rtfrYTaEeQ1CQIYPAC0QiqJsNltebm5WZuYvv/wCcRIUU8+0tOzbu9dgMIBuGO74dTqdSqW6dOmSQqFwOBwXOjvramvj5fJj9fW3bt3yd/JVlZU+Wal9GkTzKDMRHhaWkpz82q5dBoOhsbHRZDIFsyo1m804T7g/I0myra3NYDA0Nze/9957AfStUTTc29uLPBlJkrsqKhQKBcynYpHo559+ipfLoWBRU1PDSA4DHu2zc+diZLITv/tdjEwGRXGbzWY0GuGHMxgMOFGa2WwGMvmkxESYyvA78EJnZ15u7v7qahSwikUixkINL9AaDAbUrn229VPUA1a8ZQtsc7KhAXfbZ1tb8ZPBIVpms5nP4z2lqfOEXAW5B2g49Hk9kbfGMW7IlOnpOp1uZVpaqC+Va4AaMN6URUfD3VK8Zcvg4GBzc3OkVFpUWNjb2/vuO++EhoT0PbHSkpK9TyRuGYZ77rraWjbCHETeuBxOQnz86/v341lum80WGhKyfds29EgiO93UJBQImpubL128CI+ez29HdTc+j8d2W/489+knK0WAkaL3w8PCyrZvhw2g7nayoQGum8lkAsfsdDohq4f2OtnQ4A9Xvzx7VrcNXNk42mhwcHDZQpMkSY6NjdntdpSUfr6ELT5JRdjbMDbw6TKB7ht5d6/Xi8q3y7CZmZk7d+6g3RcWFn6NgS+6TTADpyjq/v37yLtTFHX58uVlk+aD/AzafWFhgb22uDY4uLW4GOK248eOoZkCONGKi4vFIpFWq/3s3DnkmRITEtatXZuWmhodFVXy8suFL76oUqkq9+wJQPIA+UB4+NVqNRBS5m7atHv3bkRqhsxmswH0CU0WeA8SRVEnGxqEAgEnPJx+gjw/09KSl5tLEMShgweFAgGiwujt7eWEhwOZGhCsqtXqMy0tMHkxaBRxYzMhBzBohxWLRBFcrkQsjpfLjx8/HkDP2KdBULWkXfA0tdVqVavVHR0d6OdGGUiSJHEWNoqitFptvFwOeY6uri7goCZJEil5IINOQll0dEtLi0qlOtvaarfb0cYvbt48OjqKM2AAbSowvEJCHpS5kWM2m82y6OjS0lJUiWTTg+CoNNxt9/3zn/FyOfyfl7sJcicGgwF324yXGo0GLURONzUxftO83Fzk+8E9oLwx21JTUnp6egCYhsd2s7Oz2sOHkWyXRCxm7+t0OkEC1el0fv/99+hNxqMNWm2pKSkCPh/QYfAXL5cLBQJ/62+n0wmcpkeOHPHpwBjrKpqmv/nmm66//pWm6bi4uNiYGDZwanhoCDrE0lJTDxw4gN4nSRI/5/Pnz4eFhgoFAj6Pl/kEkYCfp8FgYHtukiQVCgWgGnHce2RkZMnLL9M03dPTAyeclZkJq2eUpTvZ0IBj7giCkMfFXXm6mft8e/uzCI08q9uen58fGBjA124kSTJqvcFHih6PB7hN4OX09PS9e/d8FlADHNPr9c7MzDxiVbXhbO/cufNcOqRnZ2evXLmCJ66BayXIk2QY0NQgoJbb7QYGTfaWAY65sLBAEIRPotPZ2Vm73f7sSwGv10sQxC8//4xOFa4248jBD3x+ft7lcqH8isvlevjwoc/ztN+5U1pSAjqeKpWqqLCwuLhYq9V2dHSgJMehgwflcXEpycmANDYajeVlZXj9mxcR4S9VBaRdMJ8SBNHd3V1VWclo0cbN5XIVFxfn5eba7fbGxsYffviBgd398ssveRERn507h1brNTU1JSUlkVJpW1tbUmKiyWQCPvMPT59uaWlZr1Lh0YDL5WIQwzHOBHDF8OgFk+ZxuVxGo7G5ubm7u5uiqJ6eHlzaMrCZzWagpwYCKZTTXtT2V1ejlAAg9TKUSi6HA1OeRqNBsLtdFRUMVq+c7GyQRu3r64MmHIPBwMAhUxSVmJDw5Zdfms1msUgE/uwPZ86sW7s2Xi5XrFwJOIm42NiTDQ0Gg0Gv1yvT0zMyMiBxrdPp4Jh4MOd2uxPi4yO4XJQ0BiV1/NxwVNr59vbiLVvAVTvv3wsNCXFPTgA8DRKtDBVRRsSJr8xKS0rwYj8UtuGOhQw5XCifyDLw1na7HRAY+EfDQ0OgFi/g8yO4XAGfX1VZCffM//7v/6KBNzc3J8THr83KYgOsGPbDv/4VweWufzr1ArQk/naB8kdSUtJhlsY2DIqRRDnZ0CASChsbGxEXHtvWrF4NhZ6VaWnI75rNZpFQCP8Di+2G9euNX35pNBoha0WSZFJi4v7qajQVAH8fw3Mbjca42FjZ08lthUIBXAVAogIFC3gGkdvGq2xOp3Pt2rVcDofL4YDyHkEQGo0mJzt7qcAU3J5DknxhYSHwHP3o0SMcfU3TNEVR09PT/pBcaEuXyzU4OOhzSpqZmfEnsQU8IdeuXWNPuNPT05cvXw4eOhfYFh34+Pi4+2liOEhfL7oQuXfv3o0bN3ye5+PHj+/du+evqn337t0bN26wL4vb7f7xxx+fV3k+8MC9Xu89h4Pxq5EkCdx5PrdHRxsZGWFIuSCbmJh48OABFIaBZO18e3tfX19HR8fppiaQg0ShKnrS/tHbGxUZCY1YAj6/eMuWABeBJMl4uRxN1nAo9Cm0hUA3V+gTTm+lUikUCCIlEojhGOWhrq4uXkREXGwsvKQoaufOnZBnBoWS/dXVRYWFAHnr6+szGo0AR4J4EaJ5kiShGsoG3VRVVh59663EhASIJJZUqgAfvOhmn3/+eVxsrEQiiZRKo6OihAKBZvduiVgsFonCw8KOHj3K2N7lcn3y8ce7KipO/O53HR0dW7ZsYRcdId97xWKBeBre7OjoYLTzqtXq48eO8Xk8GBckkOPlcrxk0NPTg9ize3p63G632WwWCgTQSU/TdHFxcWxMzIEDB8BPV+zcKRQIfqfXQxpAp9Ptr67e8corJ06cwG+Mc+fObXoCSqJpGhw8fm44Ku3fteon7dqRUqnll59p7wJKrRsMBjyGrqqsxP0uQJxomqYoilEhRpQyeAHVJwCKxqBtSCMVt97eXolYDEBroOzOysz88MMPcdGL9vZ2XkREeFjYoiKtBQUFK5KSGH7udFNTcXExQRDvvfde43vvsfciCGLN6tWHDh6ElyRJ/larRYq3jEoQUJeHhoQEeGbNZjME3EDqABjPtrY2iVg8OTmp1+v5PN7Jhgb27m6322AwiEUiVJ5ne26KouJiYyG2Rra3qip30yZg8tlfXS2VSNAKCXfbsFQF3rTs7Gwoq4NqVE1NTVVl5TNOxf8JSNrNmzdvXL+OT/Rut3tkZCSYLIE/D/Hw4UOTyeQvfPR6vf6uS4CIEzDYzxGBdcViQQl/MJfLNTIysmjt3+v1+hv43bt3f/755wAB9zIG7vF4iOc3cI/H85PZjKPcvV7v+Pj4yMjIonyrMHCfH9lsNmgapGkanDcnPDw6KmpzQcHu3btbPvkkQAOuw+GwWCzBeLUzLS2pKSmFL7746R/+II+LQ7/U6aYmCCZGhodjZDJ4E+jYKvfs4YSHV1VWlpaWsufTL774AmGyYFmA4susrKwILhc0ttVqNVTH0adA76XX62Et0tXVxTh/l8vV3d2NmCCFAkEwpW4IlGFcfB7P7XZfunjxWH095KsZi62+vj6E6IE/Tnh4REQEehnB5eI384enTwv4fLzVW8Dn+4wq8nJzf/vb3+J6FSD9gm+jVqsrdu7EG5kudHZywsO/+uor9E5VZSWOu7508aJYJIqOikLz71++/jo2JgaNy2AwHD161GQyoVKLwWCIkcn2V1fjA2Ggxpqbm9mZCYRKY7jtvNxNIN8Z+kTfmuFHiwoL0TkD9QrMhH19fQz2OqQYizLkgIryeUn1ej2se2pqatiJ6DMtLTgugaKosrIy+AUhJdD5l79wwsOhj+O3S6ye0DR969at13btCgsNBVIjf7KVuEIMjKW+vh7XAicIAtHnwdIwNCRkRVKSv4c3d9OmdevW7a+uvtDZCdvo9XroCMV5inwaNFIjwlfw3Lhr6+rqipRKcV8+0N8vFomKiorgoh0/dmz7tm3wEZ4kNxgMXV1dMTLZX//6V4b0Ox6LBy/IxrDn47ZnZ2dB9dbn9uy5mCRJ4AGlaXqOJKemppaRv33uOiUkSVqvXVtSLD4zMzM9Pe3vTNiVWsjeQ0V8ZmaGIIhlKJA+97I3QRDXfYmRBzCCIKanp/2dPHvNAdl7+IrA+wY4T8bAwXnnZGfHy+WhISEZSmVdba0/zewgDWg4P/74Y4VCkZOdDXlXg8FQV1t74sQJg8GgVqsZJeHu7u5XysuP1dfHy8l5pVsAACAASURBVOWrWFghaCl2OBzDQ0NnWloQnTJBEAnx8R9++KHb7Y6Oivr6669f27Urc80a2IuiqK3FxRFcrjI9vXLPHhAYBpJU2EB7+LCAz4+LjZVKJBBwiEWiwLSOTqezqqpKwOdDx5c8Li45OTk6Kkr6RP2Mz+PVPt011NXVheuGCfh8aOCGl1KxeM3q1fj2jA49UDR3u91nW1tBFumNujqYlPV6fUpKCp55tlgsDJqRosLCjTk5jEr2sfp6VAS12WxwfHjZ29vL5XAqdu5EOV6CIDKUypzsbICa19TUAB4wJzu7qLAQ/jQazUB/P+itoWQsw2375ONUq9Uw4zPc9v7qfcfqj9rvjCB/zDiaSqVC83VPTw/KeTBy6cCHD4tRhUIB6zkcWM4wVGRVqVTsZDXONkqS5GfnznHCw7kcTlho6M6dO+GRGejvNxqNQPaJjmC324MJDS9dvJgQHx8WGsrn8XgREf4AGQxhN8CL1R89ilZse6uq4CLsr67OXLPmxIkT+6urz7S04CoPqM59obMTIBEOhwOdZFFhIRS8g5kHAC6Hkmo6nY6hSseOwpMSE7eVlur1epIkC/LzEUBdp9PBcUpLStrb2yOlUqvVygag4G4bv3uXZM/HbTscjuHh4SVNlyg1Ou50+ksI/4cNRDWCZ1f1er12u31Ju9BYCWB0dNRfQvg/bLOzs3eeFtsObIC3XyohKxr47Vu3RkdHny8Hu9PpBAC2QqHg83jFxcVnW1uXXT0a6O8HF+J2u8+3t7/wwguqdesgrXq6qQnJYACDxMmGBki1QWy6+7XX8DQSQNUA0pyhVKLpTK/Xp6enHzlyJCE+XhYdvV6lCgsNhSjHbrfn5eZuWL/+7bffhrQ5EKjlZGdHSqV6vd7lcv1f3ymRSCUS7eHDi8pQrs3KYig0RD/RPYOoSygQ/OlPf8J3oSjqLZ0uNSUlRiZLS0v78MMPDx06tH3btoqdO1/Iy0Nsr8h0Oh0vIgLUXJJXrKiqrFy7di2fx0NnywkPh/6Znp4ehiZxY2MjQ+hCp9NFcLmMHDs4FUDsA7wcfqMtL73Ei4hYuXIlkO3AyQM4AJhQNRrNmZaWQwcPIp5t0JmAfwAqgaZ+hqOFmJgxv51vb4ebpK2trbSkBLntMy2fFG/Zcuni9yh9ajQa8RUJLvJxuqkJrUIYwpodHR2AGIdaNVxqBkEbMqiCQx7FZzY0RiZDqaDOzk7IhZSXlZlMpoL8fIVCAesDm83mdrthuWa1WhtOnEB6LcHYqVOn4uLicBkShjGY2sDFhoWGZiiV8M5Afz8nPPxYfb1YJGIDvC9dvNj80UeJiYlArpCUmAh5iy0vvVSxc+dAf39RYSHkeFYpFPfv3w/mnB0OB54Dw6VuwMBzo4dao9HsqqiIi41NSU7OUCpRlQf8MVQ63nv33X179/b29jKkuOn/p9w2QRBTU1PLy9fPzMzg7cJg5Ozss2tIL8MWLVfjBi3djx8/Xl74+/jx46mpKcbAp6enl90+9yy2pNgXWrqXETGDTU5Oshvzpqamnp2qF2x4aOhsa2txcTGXw8nLzW1sbFxqxyQ8e+D1B/r74+Vy9rkB34LD4aipqUHPIUEQWq02RiZDzypFUaEhIUajcevWrfFy+SOXS6PRXL16NTw0NCE+/mxrK5ybWq0GNBxQxWWuWQPTBEmSHR0darUaEtput9tutw8PDaHcNZ/Hy/cjBsWw1JQUiMshUI6Oitq1a1f2hg3QjP47vT4YDQYGQQrboHQKl06r1TJy7KFPKDlJktxfXc3n8dCZ5+XmMpBHDocjgsu9+LQQCLRuf/qHP0RHRe35zW/UanWkVFpVWflCXl52djYIlsCWJxsaSp+QeSEDDhb6CQKxqLAQ/mGwszHcNk3TYpGIsTCCnnK73Y4jyWnvgumHf0VKpW2ffYaC/o6ODhQig6Q6Wq8gGDm7Y1uj0cA6BtFywVXCiwL4CYPn6+rqYofj0EaFJhaCIPAVLUVR4CYNBkOkVAre/cDrr/P5fE54+IubN7O/zp8BADsAhSoOzLbb7QUFBagjseXJnbC5oIDL4UAJ/NNPP62vrz/w+uuFhYWQM//ll1+4HE5cbGx1dXVOdva/Wz927IClp06nu3HjRmxMjEQi+fzzz4M8bZy7nvKlBF+Qn9/22WfwgHR0dIiEwqTExDfeeANf0ACtIegJQRReXFyM9OjAzre341Q5/2W3TT+bHAV7X4fDYfnll0WPCX3ek5OTPv0HRVEB2EK8Xu/09PSiatzT09MzMzMBDvJ8Bz40NGR9UsENYAsLC8Tjx4htlGFzc3MB5EoBcB5YI3XRi/MsA/e57+DAwMjIyKL7Qq+BT3pzr9dLkiT+kcvlOt/eDv4bxACC99+IW5QBTMMN+nGhQRncFU3Tvb29mzZu5EVEyOPiUlNS8nJzhQLB8WPH4uVyyKelpqRkb9iQl5uLnnko451tbdXr9QqF4orFYjAYgNIrRiYrLSlp++wzRtV8y0svRUVGQmABIPZFn3+Hw3Ho4MFdFRWvvfYaFAINBkNgJUe2IYKUYEylUu145RUgmQdBkbzcXJvNZrPZ4FpB8rmgoODq1as+W2+P1dfnZGczmn927twp4PPz8/N1Op3RaCQIAgDnuCsCgWTGjt3d3UmJiXAPVFVWgqsGKlnG1WO77aLCQvZtAOqZDLcNzOQ1B15H1DQ4m+mLmzfj82dWZibcZr29vTj8G9oEzGYz4iGnaZogCC6H41N2XaPRwO9SV1vL1gtpa2tbFBz+8ccfh4WGcsLD33///X1790ZHRYWHhfEiIt577z24Ub///vtgGOmh+svm5QWDpnOCIE42NPB5vPKysnfffVe1bt2LmzcjZ2Y2m8NCQwGR8Du9PjUlBa1Qj771Fk3Tb9TVwQL07bff7uvrKyos5HI4nPDw2JgYuAfcbjeQEC96tshwpnqKotRqNSOSLt6yBajWXC4Xl8NhZ/KAaeB0U1NdbS1QCAD7DVrTl5aU5OXm4hmm/47bfvTo0aIREkBhlxqPzs3NBTOeubm5kZGRq1evso/v9XrdbrfFYkGJXO/TbOTz8/O3b9++e/dugCSBv2zwgwcPFk2Mg4r2UuPRmZkZf5IbuM3Ozt66dctqtbL9n9frffDgQX9/P7omCwsL+MBnZ2dtNtv9+/cDnJvPi+P1ep1OJ7VYcntubm4ZAw/MNoNvZrVab9++zf5oYWHB4XDg12RhYQFS8eC/N2/eHBoSolq3rrm5edH8OcqJgcDzsfp6vV5vtVrtT8xsNp8+fTo0JCQuJiaCy01MSIC6abxcrlarEeKpo6NDr9fDtHLjxg2aposKCyF0xr/um2++EQoEL+TloQfq0sWLqLfNYDCwCaibPvggPT0dpuOamhoUBFMUBf1ai65REBvJokYQBDRPQ60xmF2AaookSavVCiB5dM1BMjlSKs3Lza3YuRMUIDbm5LCfRAh9GLqlbW1t2Rs2oJc2m40hvEjTdHlZGYP/2Ww2x8vlEDEDIR3IMTHiKrCOjg6UtgVjFJ7BADtdV1urf/tt5LZp70JWZmZe7iZU9ezr60MF7Je3bkWBL0Te4AsRoAwMVdNRqpymaZBwZV9qt9vN5/EgqstQKtkuE4mR+LN333kH+rDDQkOzMjMvX75sNBq/+eabs62t0KDxlk6XvGJFkAKUIMvhs2sLUhRxsbEqlcon1SBYdGQkl8NRrVsH939RUVHzRx/hB0F8Spzw8Op9+5xO5+aCggguNzUl5cb168GcJMPAbUNyi6ZpiqI0Gk28XA4RdmNjY9n27QqFAopcbDUUi8WiUCjcbndBfv6hgwf3V1eXlpR0dXUht42TOCH777ht0w8/+IuQIPSZn5+fmJhwOBzLKF0HGcwFwE7Pz8+Pj48j7zU3Nzc8PIxKqiCxhWd6ASiHrwDA9zOAYxRF9f3zn/4KJwsLC7Ozs6Bxcv/+/WWUroMfuL/FEEmSDx48QMeZmZkZwdjIPR7PxMTEzMyM9wmnzezs7OTTdQr2xaFpenZ29uLFi/50UxYWFmZmZiiKAo2TZZSun33g09PTeF15amoKR/LPz89brdaPPvpIpVKFhoQAYXjgx4aiKIVCYbFY3G73epUqLS0tNSVFJBSuSEpKS00FZ1NfX1+5Z4/FYomXy//1r3+lpaaiyBh4VzKUSll0NEQDdrs9ecWKhPh4rVaLy/mVlpTseOUVn3dyd3c3HkxTFAUSvyqVCmeajJHJLl26pN6xgxcRESmVSsTi8LAwf4yPYEG2br99/DjwpYtFIj6PFyBrShCE3W6HqbaxsdEfTTSYy+W6dPGi0Wh0Op2QWsxQKn3O9R+8/75UIkGdPNANBU+W0+lMSkxkJAAuXbzI4KAGQjRA/yKf3dzc7JMhi2bxhNM0DX3hjMcZVDurKisRJzn8VVVWxsXGIvcJUo/wf3lZGfofepxgUIzsN0KDFxcXI2cJiEj22YJzpZ+0pbFXIQG4P+knfczxcvma1as/b2vLy81ldOLBGiI0JAT1nkFPRICY7UxLCwODjSwxIWHRhE1oSMjv9PpVCsU333xD07ROp8NxoJ9//nl4WBiCZYC6qMvlOn78eF5u7nfffRf44GCMq4T48vAWUJ1OB6mOrq4uaCQB4W32Gq720KHS0tLYmJgjR44ATx8kewCnhvPx0TRtNBr1er3BYIA7gaKopQrrPZPbDiChPTc3Z7fbQQAD6TEvz+bn5ycnJxdFP0H7FqNoinudmZmZKxYLHiXj2dqFhYX79+///PPPjHvRH1OYv2iSJMnh4eGJiQmCIB4/fvws/XkkSQZz6TweD2ic+xv4lNt95coVRtyMNqYoamxszPLLL4wpyefAcQ0xhs3MzNy+fRsK9gRBPAvcfWZmJhioxPz8/NTUFCPtgZ/egwcPBgcHGdzssMHw0NCpkydTU1L4PJ5Go+nt7fX3dUajsbi4GOS/cL1tkCShaRrSdDRN9/b2JiYk4ClQnU5XWlJisVg6OzsBvZySnKxMT5+cnNRoNNAkQxDEepVqe2np5NMt/jRNO51OANmhqnN3d7dcLo+NicFz5gRBnG9v/+CDD+JiYwFqJJVKhQKBescOnz2WA/39G3NylOnphw4eXDR3StM0SDyFhoSIxWI+j6fesYO9DUEQVVVVIEwiEAgK8vPXrVt36emydGCjKOp0U5NYJGLnotva2na/9ppCoQAxhq6urni5nKIokB4pLytjKFhkZWZC8G2326GAvWb1amV6elFh4YubNyclJm4uKMjesCGCy3311VdB5wNq9jiJdGhICOOwbIpTmqYVCsXqjAykAGa9Nlhetv1Myyec8HBUC3/99deRq95fXS3g8+H/jo4OaMpyu9149hso7Uwmk91ux/OxPhP1NE3nZGcDlg2Y+BifwkGCB44AN2djY+Ofv/qqqamJpunq6mroDXtt1654uVylUh2rr1+0DVin06WmpODeER4ff3Qx+AkzAICQ5D916tR7775L03TZ9u0vvPCC2+12OBzL4xqDr4AaB1xe9APV1NTg7OVnWlrEItE333wDeQ7g/IF2f7SN2+3mRUTk5ubK4+KAp89msynT08+0tMTIZMr09K1bt544cQI2Hh0dlYjFujffrK+vh0Bcr9cH8xji9mv1bYM2F1xTfCaFKHxJ0OuHDx/+8vPPDx8+nJubYzgn3GZmZiB9SlGUP+9CUVTggm7gDYKxubm5sbExKC0zBj47O7sk6PXdu3evXLkCS5YA6QrQ0Lxz547H4/Hn4wO7wAAZi+BtdnZ2dHQUuNAZCwh/DDP+bOj27WuDg1NTUyRJBkhXuFyugYEB0H/zx2Cz6MBNJlNdbW2kVJqUmKjX69nxAahQQMrX6XTCpIZvYLfbURpz3dq1EVwu2lEsEsHsA66dIIiMjIwDr78OG2QolRaLRa1WJyYkpCQn83m86KiopMTEFzdvPt3UVFdXFxcbe6y+3u12UxRlNBoVCoVKpbrQ2ZmhVKIMsMPh+DcZu0SSlZVVsXNnX18fQzOGMRwEE5OIxYgKJoBZLBbwat3d3QaD4fXq6g3r1wv4/Mw1a9CkvLeqCuUtYekQgCYaaNrQy+GhIRRkA987QwYDVLSBWvW7774D1kmaprVaLehM4Bv39fWBL4TuII1GY2SZ9vBhPo934PXXYVzAOb+/uhr5AJIk2bNceVkZO9Ws1+tFQuGli9+D2z7f/kVOdvb/+aYLh4Dl5eYir6DZvRtxeCFYOJ4JhzOHWrher0c4c7ywjXTn4NfhcjjwsqiwkC2YAcLtPn8IZEj1Duxvf/sbFI8hUW+1Wg8cOADUOiRJNn/0UXhYGJfDAeD07/R6nyg5hO2C60BRVEpy8osvvrh927a83FyXy+Xv0QaOcfj//cbG6n37Vq9eDfnwgzU1QMLqzwHlv/DCqZMnAw8WbHhoqLGxEXI8ACaH93t7exmXC4roEF5Db/220lJ85XGmpaVyzx74B1aWO155hRcRkZWZ+fbx41FYv4bPP7FIdPXq1WDOGdmvSLfikzqDoqjR0dElgQVg8qUoanx83GazBRYC8Xg8JEkGw2AKpW5/Dt4nOXaQ5hOODtXiIHsS0BnCEsThcASmeYeBEwQxOjoaDPf43Nycvyn1uQ+cJMkbN24EUBb3eRwY+MjIyN27d/1tBp3ckM+/e/duMABGfwMnSfIvf/lLSUkJgM/b2trYyfOTDQ19fX1Wq5XRXgz8aFarlaKo1RkZqamp8L7b7UaxkdFohMQjUH3BJFtXW7tu7Vp5XBxgJyOl0tHR0VMnT25Yv16n023evFkkFBYVFr6l0yUnJzNS4hlKJcyVRqMRtVaLhMKVaWn+0EBgZrNZKpGguiAjFbyoAbcUQv++Ul4O7/9Wq5VKJHweL4LLFQgEipUraw4cKC8vLyos/PD0acalBjJRPGeIxy7Q2cXIo0ZKpU6nU6vVrlm9GuGHcZEuZGdbW6sqK/dXV+PNx7j19vbyebxFMwFsqbHz7e1sDQ+TyRQaEnLdeg3ctvbw4f3V+77p+itOipKfn4/mzL1VVeiaI+WPqspKfLylJSWNjY0URcXL5ZDYp2n6QmcnfDsUbtCtVVdbC7cWVHzZ7QB5ublsNbDPP/8cT8y+eeRI9oYN4LlfVatR//3qjAz2lamrreVyOLWHDsXL5QqFIiszE90GDIPOZlTTNZvNsTExaHknEgp9lqhwlbDDhw9zORwg8BEKBMNDQ3q93h8lO03TmWvWhIaEFBUW+szPsw0a537/+98jrD7OGQwWKZW+uHkz8tPH6ut5EREff/wx2iArMxOlYVwuFzQuap9wuG7MydmyZcvw0FBfX98//vGP2JiY8fFx2NJut3/11Vcbc3ICl5PY9vzd9qI9VDjruE9jQ4LBZmdn8ZKtPyMIor+/f9GAHhYQePEbPwG32z0xMbGkTO+iA5+YmAgMN/N6vcDfwnifIIhgckETExODg4OLBvRQv3C5XD5FyicnJ/0h8/3ZolynDx8+DAxuAHA7+yebnJwMBrLhdDpv3LixaMJgZmbGbrf7bCyEer/b7b57925zc3NWZiYkz9mTu9vtZheijEZjWmpqUlJSVGTkF198gd4HdJjRaNz92munTp2CN3Oysyt27qRpura2dmNOzprVq/v6+rq7u8vLylwu13WrFRVcSZLs6ek5WFMji45OTUnRarXoq6FlBWBi0ifRc2xMjMViiZHJAjyeFEWlpaUBU7dELOaEh0Pf8+mmpo6OjkWhGCdOnEBzukQs/uP58+ij7u7uMy0tp5uazJcvSyUSiUQCQYZELP76668Zx2lubo6Rydra2nCdLmTgufHyv1qtvtDZ2dHRER4WhrwpvpRBtquiApRCfCLyoAfap6JaT08PfgtlZWYyDg7ILwbxFrBSf/+PXnDbRYWFBsPvmz/6SCQUot2hO/nfbnvvXkQtAgqwFEUhflN0QIfD0dXVlZSYiE6pqrISYIlIVYV+ov8BPsPnqsJqtfJ5PPbscejQofCwsM0FBf/o7R3o7x8dHY2RyTZt3Dg+Pv7arl1QbQkPC0MrJGRtbW1cDueTjz+maZokyTMtLeBW0Y9CUdR57K6AQgYS7nS5XKWlpeFhYdFRUf7Wlwx0HsAhQ0NCAFfvT2scTKvVwrKAz+PB0sfflsgylMrU5GS8/JGUmIivfgApgjaALv/yJysVAKOhjQFBGRUZibjeMpRKALWYTCatVhsXG5uhVOISLG1tbdevX/eZsfBny3fbc3Nzs7OzDMcGss2LOic2aRqSpqBpmqKoO3fuDA4OsqdX8BCBG5xoVjIcdmEQl4IgN0hrM3qvPR6P3W4fHh72OYtB5pYxBI/HE4xzYpOm4U56fn4e2mN87uv1esnZ2QDXlp0ThgUQo94P4fvExARFUYyBQ4DrL1cxOzvLbhuDLEjgtQLbrz9+/Bh30iRJDgwMjI2NsUcE5nM1E2DgAAxk7DI7O+twOCDnzIAZkiQ5NDQ0NjaG3rRYLFqtNlIqTU1JMRgMAZDnfX19ebm5IqFwY07Opo0b8WLeDz/8UJCfv7+6OjoqShYdbTAYnE7nq2q1VCIxGo3K9HRgEMvKzMxcsyY8LAwYpjjh4UC3eaalBd0MVqu1sbFRoVCo1WrEjAEdzACOE4tExi+/pGm6sbFRpVL5rGUCov63Wu1LRUXlZWWAYOLzeBDNSMRihgoT2zQajcFgOHTwYOWePf6QwDqdrry8HMX0fB7PZwftQH9/eVlZakoKl8OJjoo63dSE/4g2m02hUKDpXqPRnG1t7evrQxlmmqZTU1IY6yqLxSIUCGpra33O14A5Z8+PUMJQqVQMEko2el+j0TA48kwmE5/HQw1gRYWF59u/qKqsVGKsmbjbfuWVV0CAC7GaI05Ts9lcVFiI4E44GA261cHH46E2LtxeXFzMbufTarU+JdJtNlvyihVhoaEAR4BfCtquigoLYeynTp1KkMuhuIOPl3HNgZebz+NVVVYC7xYDFud0OhUKRXlZGVwBvB0OGUmSaamp7xgMTqcTl0RDBhfwfHs7A+HPMMRSDn+y6Gh2poFheNmCpumB/n4GIx7wB+O+wGKxACgSFOoA2Xq+vf3lrVslEkmGUolKFeVlZYBKCw0JUalUZdu3K9PTQYPYbrf/8ssvQPqmUCiWJMe3fLc9Ojo6PDzMmBmnp6cHBwfZ8y8yr9cL3Cz4myMjIwwqA3/VSpqmPR7P2NjYT2ZzMKEw+C0gqbhy5QrDDYMfJUny6tWreA+054kxfD/sAo6NcajHjx9fuXLlwYMHAc7E7XZPPz2ZWq3WmzdvMkYXoCo5dPv2lStXgqm+g9+anJwcHh4eGBhgr67gh7h69SquzI0Gzjhz+Pbbt2+PjY3hv4vX652YmACgdYAzmZiYYETSP/30E+MmCQxvvHbtGnRPBTnwiYkJm812/fp1xjoJBj4xMdHf349+QUi2+xw4SZJ//vOfC/LzQ0NCSktKEO8xmMPhKC0pAZ4KuAKnm5pSU1LArXZ3d0PJvLGxMX3Vqq6uLhCj1Gg0oSEhUZGRyStWDPT3g+e+dPFiz3ffRUql8ri4P/7xj2KR6LNz547V17d88gme6UVF7mP19UDyBUVZze7df36aqVutVjNuJOiUFWEpbujGQX8RXC5DOIFtKpUqMB2b0+mEFmplenqkVCoWidavXx84V/R5W1vZ9u3lZWUZSiXuEqAWoFarR0dHgcMSaEPGx8fhCqvVanxSBtiBP7gTRPDHjx9HvyCItZeXlSHqUNza2tpwOnSw3t5eqNm73W5ESL46I0MsEhGPp2jvQkF+fsefv1KtW7d//37kUIsKCwV8Ply3rcXFUomEpukLnZ1Qg9fpdOBZ36ir27p1a2pKyoXOTkDLI+dnMpnge9va2nyG2hCjMxIMIIeKYtMzLS0r09IOHz78yccf83k8cCfhYWEEQRAEYTabw8PCBHz+2dZWICQoLSnJXLNGIhaDlBlFUe8YDO1Pc34NDg7yebyDNTXDQ0NqtVosEm1Yvz6UxZput9s1Gg0Ie1y8eNFnG9sLeXlQMgdJb8bdC04HAF+MHYEyD71UrFyZEB8fI5PFy+UVO3eiKoM/s1gsiQkJRYWFsKpobGyse5ri92RDQyKL2hZ0/GJkMs3u3bsqKsQi0dbiYk54+L69exHVEojLITJjmqZ7enrQXaHT6XZVVOBi5IHPE7flu+2pqSkIXPCP0Azob9/5+fnr169ff7oAw3DSEBz7i64A2xUkMBLCx+vXr8/OzgaAs+EV7oWFhbt37zLCR4jvIYh3u91sEnUI+ALklkmStFgsd57ul2M4afAT/kJ26LBaVI0DbHZ29vbt2zabLTCcDR84RVE4tS86baByQ3kUxhgXHfj09LT58mXn00V9iqIYjXYzMzP+MrQejwe4X/wP9/8aQRA2m214eBiyQT638Xq9+P1GkuS9p9Xk4B6DwXo8nkePHt24ccNgMCQlJsbIZFqtFnJobrf7WH09o5Okp6cHJkrI6w709+/bt48XEQG72Gy2rMzMsNDQmpoa6OxCoXx5WdkbdXXQ3BUjk724ebNCoVAoFGjljtOzlJeVAb7d5wApiirIz4eQBbgq+/r6lEoldEhLJBI+j7e/uhqAV9DSJpVK3z5+fNHHCulQIXM4HD6DVIqirFZrMJ0tRqMRanu9vb0KhQKv8zmdzrzc3LTUVHgTKOcgewyXGlGZEgShUqkYkWVvby+cAEyOr6rV8XK5yWSCOki8XL6/urqrq8vnjAmOk/ERRVFQmxjo7weUmU6nq6s9lKFUgnxIUWHhH8+3czkc6F1GNfioyEjwr6p166IiI2FHqKeCIidFUdFRUaEhIcBjCqsx9L16vb6qstLlckVKpWgZh4fazc3N7EWG0WhEca3Vao2USmFxJpVI0PJoy0svobR/7qZNQoGAcRBQ9OJyONDYnf/CC/inNputp6cH3Zm/P3UKInifGh4m1B+Z/AAAIABJREFUkyknOzs2JgYB9HAzm80CPl8kFIaFhsqioxlJx9CQkNZPP42UStm36LH6+jWrV8P7qEeLfXyfZrVarVar2+0G1/vB++/nv/ACw9NDgxxjOajesUMiFq/NygLt4HsOR1ZmJp4kYBP+4JAU6EIcHx8vyM9nc/ktast32z4bhIIxNuB5fn5+BvNGFEXZ7XafSXKapmdmZsbGxtjsmMjA68MG+P9Bnt7c3NyPJhMePi4sLIyNjV29ehWSBMsbOALW4W8yQPXz8/O3bt26deuWzyM8fvz47t27AXwweH2E5Ub/B3mGBEH8aDLhx4dqRX9/P7y57IHPz88zVjkzMzP4wogkyQBJmomJiXv37gV4FCHChpPE/w/SJiYmfjSZ8Htybm5uaGhocHAQ3sQHDjzDfB4vJzvbJ3INjCAIfIq50NmZlZmJUOV8Pv+NN96gaXp4aAgYj/Nycznh4XGxsXDAts8+k4jFeFwLoQbup8+2tvr0sm63+9SpU3v27ImXy3Vvving8yVisUQs3rlzJzDAVO/bJxIKI6VSqFIHuDJ2u73mwAF5XBzCECE1MxhUWmqqUCAAHc9LFy/29PSkpqQslaR2eGgIEaFAEhh39gRBSMTilStXwgwIOhlZmZkQ7ILyKUVRarUaJ54Dqm2VSqVQKFampcmio7Ozs5MSE81mM/wWi1K4QyMAezODwZCXmwtQJpfLVVRYeLb109NNHxTk50PHdl1tLZ/Hm52dRSqcxcXFkZGRsJhLXrEC3DbQBkDtmSCInp6eGJmMy+FotVoIo/GLkJqS0t3dXVNTg3wzHmrTNA2pWsapArMveulyuVCmx+eQ//jHP7Kr/kePHkVllNCQkG2lpQEuWnNzc0NDw/vvvy8WifR6PUVRV69exblxaJpuaWnBYfa42Wy25ubmqMjI77//nvHRp59+KhKJfCqWAlC/ID/f4XAoFIolyWo1NjYmJSaKRaKC/Px4uVwsEomEwitXrjA2M5vNSYmJpSUl6LTPt7er1q1DG9TV1qpUKnx6Ly0pwQl/QG4cOhGA5GdychLwessgdX5WSNr09HQwS5vA+OS7Y2ODAwP4O5Dn9LkxQRBDQ0Mopw0xKKN2a7fbr169iiZinxCkAGfLJvmCpQb+5uPHj4Npago88Fs229DThF/sCgIyyHij2jZFUYxoEgq0165dQ6NjDNy7mHrYHKt0DQPH33S73cGUJxglBob19/fjIdq/Kwh+EgkPHjy4c+cO8sTz8/OMgc/MzNy8efPmzZvoG5c0cFjiMN4EKDt6ubCwgBPlulyuMy0tgFzbX13NrvKSJMkIOLRaLYSMw0ND4WFheBWZoqjBwUFeRAT+2ANLOczdkJsNTJqBbMP69SCeKBaJQOIJQOMvFRXRT5LYeG48wKHi5XLYHZq2xSJReVlZd3e3xWJxOBzCp/W+XioqSkpM9FnwJggiMLSwt7cX9fiebGhg1GhFQmHxli3QqKPVautqaxEtq9vtTkpMPFhTgyIb6KmD6RtADOvWrl2lUBS++CLQuSPqq0WtID+fXRlFlGRikWigvz9SKjVfvuy4O8blcGw3b+jffntzQQEAof//9r78r6lrXf/PIBBIGAQFRUFAsaCosVhRqFhpsWKrYklFi5U6nLTlVM/RaptbuUf74Rxs8R5atNHiUFCjVFGGWFGsKEPAIEMYAwQIZN4Zvj+8l/Vd7ilhaHvs3c+HH3RnZ+317r2znvXOaOHek5UVGhoKdBI4a9bsoCCCIICYc3NzIS56Q3Ly9m3bPHm8urq648eOQR4RABKiLl+6JBQI0Mz3ZGWhc+AE0jsMtVyoMRlXrlxxmQpESrYuLy+HlvaZO3cGBQaSys/RoqG+XiQSLV68GBzn+NNnanaCANFn+BGodcPEx5ERESjufcGCBVPIZQWXB3isJBKJUCCQSqWkcbq6uiCUDHZySqXSm8+Hj06dPEnq+Al2IzQC5MKBKQg4u7e3F7LjptaIYbq0/ejRo87OTvxTWp1sdHSUJQVofHyc6hVmUaZxq6xOp3v69CnVlsWiaEIw2nQqwNhstpqaGpJ1lDagemhoiImGnU7nyMgIaXfCotE6XkwrHxwcbGpqIpl2rVYri6JpsVj6+/unUwjFYrEoFApSYRCq4A6HQ6PRsNjzBwcHSbF1LIKDpRp92t3dTTKggU2FxYpuNBo1Gs2UE9ucTuf4+LhCoSBJZLfba2trD+zfH+DvD7nU1AJVCGC4BmWR5+ERt2zZjvT00/n5tbW1UEKZVHKhva3t+LFj4WFh0dHRsFgcPnTIZXyN2WxGadn+fn5FRUU+3t5Lliz5a04OzE2j0YD27OXp6VLbLi4uhoab+z76qLS0dN3ataC4B/j7Hz92DPX1gtLoS2Njw8PCQI/3FQo//eQTNA6E5MwPDd2UmgpGReo+SSqVro6Ph+K1qJW10+lsqK+HFRBidLdt2yaRSGpra1H36LKyMi9PT+BIKB4HhA33HNo5IP8i3jTTJUg9qhGgis6m1NTjx47xPDzAq70jfbvkL385U/DtwvBwCC9ClLwnKwu6wIGRPzwsDAp3OyeMBwqFQigQ7EhP9xUKIRUQt9PuyszMzMzEeQvaiqNFeEd6OjWhHDWnoYLlLQVERkR8fvQo7UfQWWdPVhY7O/b19R0+dAh0dE8ej0ROLBtQPGP+1VWrcj79FIISWN58ZA0CQ8KVK1fYpXMJqNm3detW0rSDAgM///xz2G+dOnkSfrBlZWWkSq5mszk2JgaeIETaU3O1BT4+3nz+wvDwqMhIkUi0ITnZnc0QwnRpmxQS7HQ6R0dHqUTV2tra0tLC0pBjykuq0Wjs7Oykfh1WeRtBUPthGI3Ghw8fulP6W6/X2+lIDrRDkv9bq9VSKbO+vh6vr0kdZ8qCj42NdXd3U0cG/iPoBNfpdA8ePHDpJIZoNdqJORyO0dFRkj+eGklus9keP37c39/PwsRT87A4nc7h4WGm9HfYuFApYXBw8Ndff3W5UYPKMLQTA9c+qf7rwMAA4gOZTLY2IcGbz9++fTuLTiyXy6Eqtb+f39miIrCthQQH8zw8mBYmhUIBykpxcbE79cArKypeW706NjYWFg4oYIIvK1euXPlwz573xWJw0J47e/aD3bvZs71BRl9fX7QGxb/6KpRh+eCDD77++uvt27aRakpELFyIf12j0ZSVleXl5QGHgVOfxB8SiQRshqWlpSht+mxREagpBEHsysz0FQqhvSmYHGFhXTB//ry5cze+8cY/sXtIvNjaq7KiIioykr00NwmQCU11z0PdMclf/iJauXJ5XBzEkCuqqwP8/S8W/ygUCMD9XFlRASnaILJUKoXiXFGRkWcKCjalpkJtVLC05+TkBAYEvPvOO6S9wsDAgMDHJzIi4sMPP4yOjoa6KFGRkSiYvL2tDQ9eA4CqPdnGdwhpmzdTU8D1ev3evXu//vrrEydOBM+ZMz80NC4ujin1AEqy+Pv5QRQkbl52srbngVsE4nx+9Kg3n+/j7b171y6W2SasWYPePT9fX6Z0cCp0Op1YLCZFZiBhwYKNu6WgdM+uzEywOoDFPurFtvFOp1OlUkVFRkK8anhYmFwuV7+IDz/8MCQ4+GJxMTit5HI5tDl3Z86A6dI2VUmqr6+nemdJJkez2WygGAdc6kz4mWgBRck/4NTEJ2O324eGhpqamkikAkZRl7RBEMSvjx5RS06iQfD/2u32hw8fUmuDWK1WnOSMRiNVQIhmd8fXQBIc9GabzUYakyCI/v7+luZmatycy45nTqfTZDQ+evSIJSQQ/6/Var1///7Q0BDpNIvFgl99fHycmiQGj8wdswcuOKpJThAE6aZZrdburq7W1lbq03Hn9o6NjT169IgpmY26+bt37x5ph6pUKg8eOABpY0zKNyxM7GouLTQajUuPLC0gpr2mpkar1c6bOzfA3z8oMBDikiBzDLYRLK0dnE7n6fz89O3b58yeHRgYKBQIMjIypFIpUNrp/PyoyMjZQUEB/v4B/v6+QuGm1FSWYDSCIORyeVJiIrgY0JlAtJCzC7sNsVgcHx+PL/H7PvrI38+vpqZGr9fvyswMDwv75vRpnodHamoqRKuhM8UZGRELF964cUOhUECzc3YBabF161baAtoH9u9PXLeO7+W1Iz0d7yDy978dRjZeVNcMqsRIpVIw9opEImgcB70dQV27dPEiz8MDmo7gHtzs7GwvT8+UlJRPPvkEdPfDhw6tTUhAqwopeA1N282OL7TYk5UVFBhIqrXS3tY2NySE7+UFhU69PD09eTxor0mL9ra20tJSuVw+PDy8KTUVmZdhfJaAf/TTaGlpEQoEUH585cqVTHb1hvr6RVFRnjxeeFgY9F93U0yCIKAuPYryw3t7AHPjnWYKCwv3ZGVBjhnyUFAN/nK5PP7VV0OCg3ekp1ODRnNzc6FouZuTpMW0aJvWsAmlx9hHaGlufvToEfWLbW1ttF2tSIBWGSROGhsbI1nLgaU0Gg3VLEx12VJht9v7+vrMdNsIWsHNZrNLt8qvjx41UxrUmEym5uZm9jpoAIPBMDQ0RNKDtVot1VpuMBgGBgZoXbwuJwkh5UzlQmkFZze82+122j56BoOB5ORmApToIV26r6+PlBVmt9vHxsaoewjaeEAqLBYLlEqlfkQVHN4u2pOhjxD0E9y+fTspz3XKtD0dlJaWBgUGfiyRgN0Saq3cunULhRqB9s/0db1eDy0vr127BjFosJh6eXr+d24u1Icxm82gTLgfx9tQX78rM1MoEGxITgbbAEEQUZGRsNip1Wq5XL4hOZmUaY0aPDidzpqammVLl3p5eu5IT8erZOTk5AQHB69bt25DcvKG5OQjR45MoamP0+mUy+W0VVohqDswcNarq1Yh2j5T8G3YggVenp6IBsAmL5VKl0RHHz92TC6XQ65RbExMeXm5SCT69ptvwsPC8vLy1rz2WlBgINUsD+FgQGAN9fVgHkeLPujrpB0SpJK7tISzYE9WFsSck0b+7K9/9ebzpV9+WVxcfO7s2ZSNG4MCA93ZDBEEAfmH8I4lJSYyVRcBf4FzwqOR+tZb//rnP98Xiz/55BMmqgN+3ZSaeraoCC0m//jv/4YC5i4BbvjV8fEH9u/3FQpxU5ler4f3Ci5dV1cHbmmehwdSTam0Lc7I8BUKaSv0QYVzkmINhdV+p7xtp9MJ3TKm4Cu1WixUOoR1kMUTjAC5wqT4cJPJ1NHRQU1Pok7PbrdrtVpSCjKA1PyDKa4KepZMwb5tNpupyhwYpd2JTdBoNNQCcOPj411dXe4EYREEMTg42NvbS03jphacoV4dBY5N1r4NT5a69jkcDmovEFp0dnY2NzeTbh00l6OOSX0uFotFo9FQjfZQEZZUhId6dYhHY0kgZMKzZ8+gZgsk9sTGxKSkpOxITwfilMvlNTU17uxaZgRgec54770d6ekff/xxXV0dxGcJfHxmBQQsW7r08ePHarUaihx8+OGHAh+f2UFBCWvWqNVqqNpdV1e3NDYW2jBDhY1XV62CNsPTmZhGozl+7FiAv79YLNbpdBuSk/F1LS8vj6rvwvIHTA9p6wRBePP5wM2n8/NRpTmtVpuXl0dbFs0dkMqbFBYWop1B7okTEOvXUP8UaNtsMvr5+i6YPx/loUkkEuhTsmL58j1ZWWcKCqIiI9O3bweN3JvPf18sXpuQ0NXV5cnjfZSdjVTtsrKy2trajIwMnofH5cuXc3Jytm7dCqWzccKDBH3SnMHkPjV5AUDbUB0sKjJydXx8SkrKnqystzdtgvo5JSUlsBE/ceIEZGO7sysqLS0N8Pfft28fHltHAgQnIhu1y1VRo9GIRKKkxMQzZ8548/m3b992TngxUPcOl4CwuzMFBQIfn4iFC8ViMd57G3XwhLg854tUTXJGnC0qCvD3p5WutLTUm8+vrKxER9rb2qRSKZTyndQ2a1q03dnZ+ezZM3ASOyY6dZJOBl8jbuGkpS4AS1wSDqo93DnBDW5Gd2u12p6eHtLJZrP53r17pEbUBKW5iN1uf/78+fPnz1FaFLVanNPptLxYTA1M2UzTc1NwqLhOnY+bgttsNlrahngrrVaLj0xlWYIgWlpaICXaOZFsTeVI6JiChgLBmfZ2bgpOEAQ+Jj6yO4GjVquVlraHh4cVCgVecY92uwNNo9VqNXLH0FK40Wgk5cHD/YFUcoVCUVZWVlhYePzYsd27dq1buzY6Ohopu1GRkVCdSiqVni0qqqyoaG9rm0JMLC30ev1nn32WsGYNaMbIBgvVwR4+eJCycSNYy8HEHRQYiJyFAh+f7du2hYeF1dTUBM6aBb5tgY9P2ubNu3ftglSoGZmkWq1OSkwMDwtL2bgRjxpj6i4KwT6Qwy2XyyFwyel0fvPNN75C4ePHj+VyuVgsDgkOXpuQwFLF2iXwYqJHjhxBiXzXrl715vPXvLZ6eVwcRKU5Hfbo6GjII4JnB31fpFLpihUr9mRlHT92bMXy5W+mpIhEouPHji1fvhxU5x07dnh5eh45cgSp2msTEt5MSfHy9IyMiIBcr7q6uqTERDwxHZqIkBgC1PFpPpQtaWlQs+/unTsKheLK5cuFhYVSqRRom+fhEfPKK9DKE/68+fzQefNoc7VJaKivDwkODgkOZuJjmUwWsXAhO2dXVlTELVvmdDobGxsjFi5MXr8eep9AIoNCoThy5Iifr++kMsEAPA8Ps9l8/NgxUsA8GHhQmmJ4WNiFCxeg4whsaOA0MBXg+jpid8jjf+vNN6VSKbQvioqMDAkOzs7OnkIIwrRo22q1olwpm8327NkzqnN3YGCgra0N6dB6vb69vb2/r28K12UHQRAajaatrc0d7R+aVVCJHzpG46f19PRQ1UGr1YoWaKvV2tjYSDXM9vT0dHR0IA+xTqd73to6tTZz7IBipbRxeVTQGsnBqE7arFC3Nc4JDwgIbjKZ6uvrSZ4ku92u7uxEllKHwzE8PNyqUo1NqRs8O8xmc3d3N0tJPgQHQxUg4FRSldOenh5qTABy/TgmqsuRwg8Jgmhva0M3zW63Dw4Otra2uiyPo9VqlUplZUXF2aIiqE61ITk5KjISFsTwsLC1CQlisfjIkSNnCgrKysqgOoRLkXEUFxfD/iAoMPCXX34JDwsDC155eXlycjKqQor+UDNjKM/i5+sL1bJQPJqvUBgeFrbz/fdzT5zIycn5/OhRN1Oq2EEQxKmTJ6FDCVqyER8DzhYVIeX+dH6+wMfHy9MT6j7FxsQcPXp0VkBAbEwMGN5lMpnZbIbubTqdrry8HPocT3ZiIpEIEqAJglgdHw/LtEQieeedLf5+fsvjlm1KTSWsFsJq8ffzA1ME7I0gvfub06cXL168KTV1T1bWkujoN95448D+/eFhYd7e3qWlpTqdju/llbZ5M/qWTqfz5PEg5qCysnJPVtbWrVsPHzoUHR0N5czgDiQlJqIGGACIVnOZbuASH+7Zk/Hee1QaLikpgcZWaA3RarXtbW13797966efCgWCw4cOudSPe3t7l8fFrY6Pp91bPH78WCgQbN+2jWXPKpfLA/z9pV9+OW/u3FkBAZEREfPmzvXk8cA2AGEWAm/vKdA2aoEKhiicUHfv3o3q4W9JSztTUBASHAy1hiDyX6VSBQUGovC03t7eXZmZAf7+4WFh7733nq9QuDwubktaWktzc0hwcG5urju7HCbMWCsRB0NfKVLGMxREc1ONgMBgN8tjgSWzr6/PTds1mAfYOd5kMkHdU1jfmUzHtONAFB4uOClKi31uFovFTW8ctMHQaDRumnBhwix3CZjpyZMnwOVMxWqYxsH3NDA9ah48E8AY42ZuHkEQQ0ND1A0Ty+DsM4E4+SdPnsCTYokqp43sgxd7yoJTLQdqtVqhUBQXF+fm5mZnZ6ekpAAhAQGLVq6EgKnT+flyubyBsoVCOHf2LOR6QVlNiHSVSqUymUyckRE4axaUceZ7efn7+YWHhV28ePFjiWRHevo7W7bMCghYMH8+0rxfW7165YoVQYGBr61e7e/n5+PtDTRPrTI9ZTTU1y+Pi4PWKRAK7u/nJxKJamtr29vaggIDoQcJnFxcXOzj7Q028K+//tqbzyeF8ev1eqlUGjxnDt/La3V8fG5urjuF20iAmHCgGbVaHRQYKJPJwsPCym7ePHzos7hly6IXLz6wf1/tw4dCgeBjiSQ2NhbpzbExMQcPHIiNidmQnJySkhI6b97S2NjDn33myeN99V//5XQ69330kSePd/DAAdDedDrd0thYgY+PwMdn9erVZ4uKQoKDv/ziCzC9gp08Ly+vuLgYCr7i85RIJKSiHzOLp0+ffrhnD5PuoVQq1yYkQCVU9nH0ej28zCTmhjdTLBazi1BaWuorFHryeAcnqpDW1NR48/m5J07Afxvq6328vZmM5CymiN7eXpSclpOTQ2q8nbx+PfRcP3Xy5Ja0tOzsbPCeQMXZNa+9Bv5pnU6Xk5MTEhwslUr1ev3169cFPj5hCxYc2L/fZDKtTUhgiqJ3H79h4053wB46brVa29vb6+rqqJWlac3s9sn0jbZYLMqmJmqEFw5EyePj4/fu3WMpOT5ZsIeOQ7PLpqYm0nFgAur5KLjaHRgMhqbGxtHRURaaBxaBrCcwI7s5uEuAJZnl06dPn7a3t5OOkzIRAEw6NBN0Op2yqWl8fNwdwQcGBu7duzepamvsYNr2AcbHxx89etRHsULR7nH7+/sfPHhQUlKSl5cnkUi2pKUtj4sD5SwoMFAkEiE6B+1cr9cfPXLkrbfeQj5jqLMYHR19/NgxaDwslUpPnTyJKK2urm5DcjIULPtg925oODE3JARWn4GBAegexvPwmBUQIBQIgIFmCmazWSqV5uTknDp5UiaTKRQKqVQqFAgWRUXl5ua2t7WJRKId6emwTQHzY25uLrW1F9RGFYvFP//883eFhfNDQ7OzsydrqwDsSE9HwcNXLl+GnHX9+JjZZBStXHlw//6Q4OCENWveeOMNsGnPCggA1fnA/v3r16+Hux0bE+Pl6enj7S0UCKAlhkGv9+bzIai+pqamrKwsPCxsdlBQ6Lx5fC+v69eugecY4pjMZvPq+PhdmZk6nY7k5HZO9ISdwqZkBgGx2ZCDfqagoKG+nqXDAtQbwUlUJBK5jMwym805OTmwj8T3KJ999hkeHHc6Px8665AAAaEhwcEbkpMlEsnZoiLSOgxbtIb6eqiMhkw7YrG4uLj4TEGBUCB47733tqSllZeXo+KyryclefJ433//fcKaNdCXHeQCWxEqegp1yNkFdAd/MG23traipYSqWDsmGliRvjU6OtrY2Egqag1OdPeDhmw2W39fn5txRpDRO51CJSQ8efIEFYajUjj4y6mcMTAw0NzcjE/YwZCpzAKr1cpeKxQHNWhrOnA4HL/88gtiZapLHu4zdW5dXV2kSHvYurnsUorDZDL19/e7qcrDXm2yMWhMIAiiqrISsTL1XQKrBnVuKpWKFLPGYpDQarV1dXWlpaWIzpF2HjxnTsKEsb2wsLC8vPzx48dvvfkmtM48U1Agk8lkMtmZggKJRAK10M8UFMCa2NDQsPP992cHBe3KzETGcET2Z4uKZtb1o9FowBiA//AJgpB++aVQKIx55RVohHX40CGkGJ05c2ZWQABJiYEeYriHUqfTZWdnzw8NnYJ9UqfTQVIf/BcKrRR9/53TYVc2NQb4+3//3XeBs2YFzprV3t6ek5ODFO4rly+Hzpu3YP78qMjIWQEBnjweVO2GmYszMrz5/Pd27Hj3nXf2ZGUJBYKjR46Ak+LY55/PDw3N3rtXKBDADiA7Oxt6u+3JysJzwJwTJT6mYP//LaBSqQ4fOgR7EagbmpOTc+nSpebmZvynTWJuSEBnt7ErFIro6OjV8fH5//oXpGivXbt2stPT6XS1tbXwqsfGxAQFBiKWBUDABCSwIeaOjo6Glx8iy5LXrzebzSKRKCcnR6/Xnzt3zlcojImJweMwwDQCGxG1Wg1JDVMri0bCtGjbZrPBgs4eEsWSfgN1s+Gc9vb2mvv33Vko9Xo9KWgcWoY8fvyYKW2J6sl20gWKg33Y5RzQaEajkb1qJrUcNwAlcDscjsaGhqdPn7JfETA6OkoKGjebza2trQ319UxpS7QyUg+yVBrBgQRn53Iw8tOeoNfrgWvtdvuDBw+ev1jblQmDg4OkEisGg0GpVFKz6dAEaNuo06YCuty6OSZqAzgcDgPr6+FwOKgFYuG4fiJJwWq1KhSKXkoUCC16enpIpDg2Nlb/9GnHiz1pEGjtLqCd48b26OhocFQvmD9ftHLlK0uWrFyxInHduq3vviv98stmpZIgCCgFBWFip06e/C3CMpigVCp3ZWZCdTPwEYYEByclJj569EgqlQp8fA4cOKDX6ysrKuaHhv7l4MF5c+dCh2NoZ1BXVyeXy2nLdDudTqj+zZLtxgRIrEIqnY+3t5+vr1T6pdNhLy0pCfD3v3vnDhQY+eb0aaFAMDso6ExBAdTynBsSgkqGxcbGQlKZWq328vRMTk725vOhLv3TJ0+WREd7eXouiY6OiYnZkJwsFAjAhHA6Px86qUM8NnDJgf37YSchkUhIRP6fAIIg6urq/v63vy1bupTv5eXj7e3N54tEouzsbNDFTSbTjvT0yIgIhUKBisrRQqvV7snKCvD3z8vLAzF1Op1cLp/CcyQBYh69+fxdmZkosxza6TonMieXx8X5CoXoK8Dcp/PztVotbATf2LBhaWysN5+Pog00Gk14WNiypUu/+OILsJlTe5dNGdOi7Z6eHqhG8vDhQ1IDShxWq7Wzo6O7qwsdYcrScbO9lePFDk5OV03DrFZrV1eXO/ql0WisuHuXpQ4rXKurqwtsnorqalwuEsxms0qlGhgYQEdoS5SbTCb3/fekX6aDtWmYyWSizXOjQqfTVdy9q2etHGez2To6OiAR4O5xOXruAAAgAElEQVSdOyxOZaPR2NLSMorVbaUti2YwGNxUl6nGcLBmMz1TaLvichVzOByDg4OVFRXs07BYLNCDXK/X3ykvZ3IZOByO8fFxZVMTvqFm2hoSbvvvqeXxSY1YcIyMjJBSIZim2tXVVVpSUlVVBYnFpFA4Tx7PVyh8ZcmS3bt3nzt3TqFQ/G6JagBQxfZkZUGPcKQMaTSaiIiIpbGxUZGR5eXljY2Nc2bP/vjjj/Py8lBMvkgk2pKWxlL3rb2tbXlcnMssKY1GQ6pNfaagAOXdbklL+yh77/zQUHFGhqa/7/ixz2NjYmru/yIUCAJnzQqdN29RVBT0MF22dCmqAz9v7lx06VdXrQIy8/fzO1NQ0KpSvbJkiSePx/fyCp4zZ/3rrwNnEwRxYP9+KJij0WgQAUAbEqVSCcHz00zDmya2vvuun6/vurVr0W3XarVnCgpEIpFQIBCLxWBdUCqVxcXF0P8KUtLjX301JCTEx9sbL3tCQnFxcUhw8KbU1Jmy8lKhVCqzs7MhkhEcDahHLUEQLc3N3nw+/ibA5gkMPA319b6+vuCVh10UJJ2/umrVF198IZVKoUDeDM52WrTd0tICdj+9Xs9CipDvi7uUxsfHtVrtDNqc2WEymZRKJZ7n45wIn6YqndSmnCTY7fbGxkZIl2JvKAJx1PhmYmRkZHR0dKZszi4xPj6uVCpJYtLmL0FAH7vSabVanz59CqZj9rtkt9u1Q0P4XgRqs/9ugkOrTdI7SS0nBwddOjuNRuOTJ0/A5403FKECMuPxHjYDAwNTyHSfMjQazfPnz0nvJEHnRrFYLEz1fWtra69dvXq2qOhvhw+nbd6cmJgI2T7efH50dPSm1NQD+/dDMjR7q/VpQq/Xr01ICA8Lg/Bg+AsJDoZe4+BDDZ03b2rlwCAkm/0c6FNCciGjihnl5eVCgaDm/i/ijAyhQPDFF8e3vvvO2oQ1t2/dEgoE27ZtgxLZ69au/cvBg9CRBfpJ8728FArFlrQ0Tx7Py9NzzuzZtQ8fAmcsmD8fVNItaWmQ3tbb27s2IUEkEkFCYFJiItQT1ev1q+Pjc3JyVCoVnD+FmzCD0Gq1+/fvhyItb735ZkZGBvjv8/LyWNrLNtTXny0qkkgksF+kGh3VanVKSkpIcDBpEzYjpmYqNBoNlFLPzc3dvHkzHlsXGxNDSpeoqakJ8Pc/fOhQe1sbz8NDp9PtyswsLS3Fk85ra2uzs7PxAvIzginSNrQPcacuGICkZfb39z9raWFph8y0zE1t+XPQFbQyGAx3ystZFh2qZow0J5ZEZOog+Jw7Ozvb29uZtjhMgruZ3Ex7dWrM88jIyJ3ycpZgK1rBncyJ2kyD4MnQra2t3V1dk01bn7LgtAnu/f39lZWVLGouVXD4Lwju5kxw9dpmszU3N/f39zP9TGb2PXcyJLh3dHTcu3eP5VqktxQZw2CHBwfBdARVKQ4fOrR161aRSITi4FbHx+9ITz986BDKUptaVTIS9Ho9qZ4z/oO9cOECqW3ajOPK5ctBgYEkRTYvLy/A37+0tFQikYhWriSsltqHD5MSE0HDTlizpvDf/w7w99+TlRUSHOzJ480OCkLJdT7e3kGBgXwvL9RabeWKFd58vlgs3vn++8Drb7/9NhSTKS0thb4dwFJQolWv1xMEsSk1NSkx8d69e/PmzqWWM/ujcOXyZdiXkGrmuIOkpCQ8EAHtzPZkZeEPva6ubunSpX87fHjGJk2BQqGIioycGxLy9alT6OCWtDQU8KjVauGtA+beuHEjZAFs3br1m2++Sdu82c/Xd+/evbExMdBhaOvWrWDM1+v1k70ttJgibbcw+BTdBKkGCwkWiwXXzNCyYrFYXGqE7IBFDf5tt9tZFF+HwzEyMjI0NIQWBdCc3LRmMwGiqJhEMBqNuGcdCe5m8TgmgGsWUabNZhulFApFsNvtw8PDuC3EZrO5H8nFBIiiYrqoXq/HeRGxtcFgcNNvQgtwpqAnaLVaWXZpBEFotVq8XwgUaZmOTcgxUR6OSfCxsTGc3pDgpOOTBSnN0mw2szTOsVgsQ0ND+C/LbDYPDAy4uT/TarXQxPrUyZMH9u/HHefgrxWLxcePHTtbVDTjlvbS0tIZTDxjAjREJzF30fff+wqFf//b36IiI8UZGVBuRX792rq1CcDT77yzBRqc/OXgQR8fHzwt3t/XF1WzWTB//un8/OfPn29++23ohLFKJIqNiTlz5oxIJAoKDCwsLNRqtcXFxVvS0iCTWKvVpqSkxMTEgF64ZMmS6ZQfn3HU1NT4CoVTmNKpkydRPBdkcIHLH7e1fPfdd5Cpf/369Zme+AvQ6/Xbtm719/M7nZ+vUChkMtn6119f//rr8BpsSk1dm5AAL3NdXV1QYOCGDRvg3/6+vq8sWfLTTz+dOnkSwiAIgvj61KnwsLA1r70GrW+nP70p0rabIVTOCQ1mUlw7MDBQV1eHFhqLxTI8PAzVxe/fv0+7uUZBQ6RL41VEIJ3s6dOn7lCv3W7v6+vDCyxDcTT36XMKgnd1dTU0NCCiMplMw8PDZrO5q6uLyaBHG4JEvNi39H/D1hoa3NFLoNAK7hG3Wq0qlcr9VCha/z07VCrVs2fP0K3W6/UjIyNWq7W5uZmaBYeuQhUc+pYiwQ0GQ0tLS3NzszvzsVgsXV1deAk5k8mkUqncD1ZHEZpuwm63NzU1dXR0oEuAL4kgiF9//ZUp6Iz2KpDljwQfGxtrampyM9zPZDJ1dnbiJeT0en1ra6v7+xXaKfX29tbU1BQXF0ul0l2ZmUmJifNDQ6E0ZmxMzOa335ZIJMjSPrV4t7NFRaDl/NbIycmBXG10xGw2hwQHL5g/f/Xq1bExMavj43t7uqFQWmNDfXhYmMDHx5PHg7C1TampEC7gzed78/nx8fHR0dE8D48Af/+bN2/u37fPVyiErPqQ4OBVItGK5cuhgLz0yy+TEhPBN5GTk9Pe1lZWVhYVGfl6UtKrq1atWLHijQ0bptyz+bfDhQsXphbxBw3TCgsLhQLBjh077t69q3gRO3fuhB3PlJubTQpQkT4kODg2Jub1pKQtaWmg/cfExOTl5YWHhYH+DVleOTk5OTk58+bOxeem0+mgXS/UNfrss8/+yEjyjhczayFQnJaiRkdH+/r6WHQmakqu1WrF6XZ8fFylUg0ODoIWTjuIwWB4/vw5iZbGx8fv378/MjwMEwPVx2WgOCI8qAGHq4BUCwGL4ENDQ/39/Sw6EzUlF4LL0CWGh4dVKhUwN9PD1ul07e3tpFkNa7U1NTUofwkEZ1db7Xa70WAAbQ8vhYa+TpKRqWYO2CQGBgZYtHOLxUJqhwpBeUgKcNCOjY3RNkwDDA0NUd1FfX19tQ8foh0G2HjZNxwQ4eV8sRQakoUkuIM5NcBut/f39+PmGSqodnsIykMHu7u729vbDQYDirenore3l9q3tL29HarEIKFo8+hwEAQB9xZS6XDBwbeCn8wiOEEQfX19w8PDLFsWNBqUib1+/frXX3998ODBNCzjHOg8LS1NIpGgjHN2EaRSKW3d098CUNF9S1oaMhhIpVKo/i0UCJYtXTpn9uzT+f8irBanw64fH0tKTIxevDgyIsLH23vO7NlI1fYVCgU+PnAE7NuBs2Z5eXr6+fpC3lfovHlrExIWLVoE+dynTp5UqVRarVYmk21IToaKdQH+/jt37oxbtmwGi8v+4dDr9TwPj02pqSHBwUwFW3Jzc6FT9e8wH/BVk6r3lJWVefP5ccuWqVQqpVIpEonEYrFWq1WpVK8sWTJn9mzcKgPVEY4fOwZrQm9vr1gshm7r05zbzORtd3Z2NjU10fa4HBkZ6enpYdlitLe305r7kcHQndLTRqORWtYUAogmZeS0WCwVd+8Ou7f3B5dtS0sLrXRDQ0O9vb0smn1jQ0PDROo2aVgQHBZW9vmPjY11dnaSyIAgiMnGf42Pj1fcvetOD3Kn02mz2ZRKpUqlokrncDig+jdL2fkHDx7QbpaRcQJ8KOyCDw8PUyvpWiwW/fj4pATXarUVFRVuWqQtFktjY2N7ezt1UwLmGdSBmwqbzaZQKKgFVZyY4KA0s8+/v78fz00AwLZsUqad3t5ehULh5q8DerWp1Wpa005PT8/Q0BDTUGazueLu3RG67AwUOtDX23v//v0ff/wRVHOIacct7bsyM/Py8srLy/FS7RKJ5Pe0D2u12h3p6UGBgbm5uWq1WqPRgAdaqVRuSE4Gp3VURMTZou/NJiNhtYgzMubNnRs6b94LncgBL1aTBZ93xMKFvkKhv59fRkbG6fz88vJy6FC+ITmZz+eHh4Utiory8fbelJq6bt06qCQ6IwEE/yGAKqGr4+NZPCk6nW52UFDInDm/w3zMZvPZoqLlcXGQDS+XyzelpkIM2uFDhwQ+Pl988YVer4d4uiN//7uPtzeqqqZWq6HDG7UgWllZ2fzQ0CkUXsUxM7QN+gHt7xYvbgqmbNJpBoOB1uNoMBgGBwddrkRAcnb3Giq7BDi83S9BqtfrSdW8EcCKgPRdvNApYGxsjJbvx8bG2DPQ0NUdDgdT3bTJAiqkukl4DodjfHycKTwNt0CACkuNiaPdzQwPD7sTlgyC09ZNmwIIgnDnbgMg0YC2sinyo+OCk04YHh6mfViDg4PuuPDRnmZGUjDMZrP7QeAQb0/7EyMFENgpFQztdjsK4SF9UaPRsP9swdIu++GHI0eObH77bbxU++r4+KjIyPhXX4Uy4zKZrLi4WKFQ1NTUAKe6KdpkAZ3CeR4eG5KTM3fuDFuwAG5jTU3Nu++8w/PwEAqFvkLh7l2ZtQ8fSqVfgnaI6BlM5V6ensHBwRCABgVYvPl8Pz8/nMhDgoOXREevXLFilUjkKxQGzpoVHhbG9/ICBe5Po2QjnC0qio6OdunIq6urez0p6Xfbr0Dxn+Li4tLS0iuXL8Oz1uv1S2NjwxYsEIlEDfX1+/ft8/L0vHDhAriBUGcgJm6G/ENUOm0KmG6/7Ul90Wq1KpXKevdMBIODg/X19exLMwrXop0JBOawfJ26h3DzHNyAzP51gMViefz4MWrRyo7u7m6lUukyCc1oNDIpx9T0bhzAeS4ZekYENxqNDx48IKnFTN9tbW1tb293KThLnBp7N3G4LeyCM92cSQkO25p79+6RUttpv+twOJqamnp7e9knBlXbmIw37G+yna5xDu050xccNVWjHQSHzWZ7+vSpy605mI7QVkCv19fV1ZWVlZ0tKpJKpUePHs364ANQ0KEgNlo64Q9impbHxUGNql2ZmXuysqDTGtRzlWEoKysDH6pKpaKNXUcH7ykUe/fuDQsL8+TxhALBGxs2fCyR/POf/ywsLPxYIlm8aBGke0FBVpy2EXlDJLmvUJiwZk3WBx/kfPrpvo8+2vn++2+++eaa115bFBUF9VNRufiUlJTT+fm/j0/3D8FMFf6ccSiVSvDj4B3PsrOzoQSvj7e3wMcHnNzu+63dyT9kwXT7bU9K1bPb7aCe4geRTZgE8HCz/6StVmt3VxcUdSJ99L8rSHU1cm2SwtYsFktTU1NbWxuLCJDAQ7UGj42NTSrtBGlppBnSSgcebnbBzWZzR0eHSqWiXWf7+/t/uXcPzx7GZ2s0GhsaGlAbSlrQ3hyHw8GetUyFzWYbHR2l6p200hmNRpflaY1GY2trKym0AmC329Vq9cMHD9AMSWFrY2Nj9fX1PT09LCIYjUawBuM3Bx6f+4LDDR8dHSXdYaYRDAaDS8vB+Ph4S3Mzrf3Qbre3tLTgUaKkGDGtVvv06VP2ZjO0N4cgiElVeAXNm2q2oRUcjFUuf0ejo6NNjY1auto+Nput7sXdMBIcMscePXokk8lu3LhRVlYGxAxsDZ3W9mRlicXipMTENWvWgO6O/lBDVXf++F5eUGkc5XSBGg1aNX4m+i+cD5FoU/gL8PdfGB4eGRGBzxn2JfCXvH598vr14owMEBP95eTkSF9EXl4evnG5cvkyHgKGp9791vp9UmLi9HuX/f745JNPdmVm/s4XnRZtP378mCneFey3+M+VFPaCYDQa2eNZnHSppei42Ww2TOxxqGFTQ4ODjomRjUZjXV0dHq+k0+lwgqRmOTscjrGxMZIZ3GazPXjwgBoWhL5C0myYHPNjY2MuWZBJcJgqviPBPzWbzXho7tjY2JO6uhcSwEZH8T0ENcuZenOcTqfFYlEoFCNY7TOq4PgRpsqvIyMjLsmASXCIIEMmMtLDMhgM+PSGhobwsq9Apfh3CYKglmQh3Ryn06nX6xUKBdNWmio47XYT9pEuN2RMCQiQHYA2QNS3FFdwe3t7m7HSEJA5iX8Xz4RE4+M3BzAyMnLv3j2mfS3JqONgyG632+1DQ0MuN2RMCQgEQeDsThJ8dGQEVwPanj/HVySj0YjvsGFXQVqFwFlAkrG/v7+mpkan06kpcFK2gxaLBTqdJCUmHjp06OtTp44cObLz/fcT162bHRQU4O8fvXhx9OLFq0Si//mf/8G7a8DeoqOjo6OjQ61Wk16wnp6elubmjvZ2tVrd2dnZ2dmJ5tDU2Hjzxo3/H2hdXf3DuXOnT59G7PtdYWFhYeE//vEPRM9fHD8OVTYRhe/etev1pKTk9euB6UUiUVRk5MLwcFTfhn3v4s3nox3D6vh4GASak+J/hw8dQnPAbRvIsNHe1gZ7Amh/yfKG/GdCIpG4LLc345gWbTO5u5xOp8lkamlpgaosgGfPntGmjQ0PD7e1tbGH+5pMJni0LL98MJ+SFg4S65CCiUhEpdFo6urqSD8e2vWXqkEi6PX6hoYGfGfKZB7XaDR4ghnTaJ2dney9KSFsmKrKo3+bTCZStDn+KYQUUfPiaNffkZERpgBynU735MkT5Ce22+01NTXUqDGn09nd3d3b28uuX46OjnZ2dtIGOeIzp9p78GmPjY2p1Wqm98FqtXZ2dlLz4mj3Ckw7SyBj/LWxWq1VVVXUjCa73d7R0QF1s1mEGhoa6uzsZI8NtFgstH1HEIaHh0l6OS6U2Wx+/vy5UqkkSUS7V2By/NtstoGBgSdPnqAX2GAwVFVVUWdOEERbWxtLzJpzws+tVqvZ1wFIqSDtFfAT+vv7Wdr0QUIg9cdIFdxsNjO9e1AmvR5j39HR0aqqqt7e3tP5+dC+JSkxcVdm5tEjR87LZENDQy0tLSwJnH19fV1dXexmSwg5JDVPwv/d3d2NT5gk0djYWGNjozud6Q0GA9O719bWVlNTc+fOnefPnwPjXr169Ztvvjl//jwi48LCQqlUeuzzzz/++OODBw9mTZC3WCzGjQHQmHXe3LnU3QBsGpBTIz09HXdqQM8bZBIAyv/t6vS5A5jb73zR36oDGKx0uAYwPj5O+0JA4y93HHvsPbhgMers7GTy89GGR+Gfwr57mvE+UN4S1wBGR0dpFyN3woatVisIznKawWBobW3t7u5m6mJJDY8ifWoymaZZxwamOjAwgOuyIyMjtJsSqGrOfjkovclelE2n0z179gw6rNOexh7cAPEB0+9JarFYNBoNuhDUq6FtM2oymVwKbjKZwIfNctrQ0NCzZ8+g5yyt4C59/BBDyiaVK4A4eDkam81GW7EYtHCWYjvonPHxcXalvL+//9mzZ/AjpT2N3ccP7eym2YwVjDq4CkEQxNDQEO0212g0su/SYDT24tB2u727u7u1tRXCfplciiy/FIgPmGYYl91uHx8fx1UIs9lMu6uzu9EvERymsPvUarVgRVAqlcDHpaWlMpnsX//6V86nn+7bt2/3rl1ZH3yQkpKCrAIoOJGq/a9NSNiQnLwlLc0l389IdxyW0LPfDjNG22A4IumvYO5znw9I1iewlMLraLPZ+vr6njx5wvQ2IG0b9F13qlGy1MdgWhCZ5kwSfFJSU2fiwJp0EQShVqtpU8XQd/V6vclkGh0dbWpqchltQPVfkMRxc+a07T0mKzjJoYALbrVanz17xhLHh7TtwcHB5uZmdxqHMK16zukJDsNOR3D0FsEeC9zMTN9F2nZ3dzc175EKFsGZnBFMg5BeG1T11uXXEaitWvHSuY8fP2ZRl5G23drayh6jgAZnkm46gjsmWsm5LzjVk4ILDgFKLC1qQNsmCKK5uXlwcPD3FJz085zsb5xWcPtE6dyRkZFHjx4xbaTglYDIj4aGhtHRUep1Ufnb2tpahUJx69atH374QSaT5eXl4UEMm1JTNyQnJyQkALWTggThoEgkwuMWJRIJUD5u1a+rqyO5+UUiEanL+++AKdI2KXIB9kfnzp2Ty+Wk4z///POtW7cU7qG0pKTw3/9WVFfDf++Ul18sLr548WJ1dbWiuvrOnTs3b9xwOcjdu3cvXrxYWVnJflplRcWFCxcuX75cWVFB+qi6uvr6tWulpaXUj8iorr5y5coP5879/PPPpE9u3rx5p7zc5WwBxcXFP5w7h/5769atH3/88cqVK3CJ27dvI1cQC27fvn358uWqqir20+7cuXP+/PmSkhLqmVVVVVevXr127ZrLu1ddXX2xuPiHH34oJ8lYXX0D97q5QlFR0aVLl9B/b968ef78+WvXrsFQbr48ZWVlP/30E3ptmHDr1i2ZTHb16tVqypmVFRWlpaXXr1+nfkQ988cff7xw/jxJxurqarlc7vK+oZP//e9/X716FR2Ry+UymezmzZvw6c0bN9x5ea5fv37t2jWXgt+8eVMmk12/fp165p07d0pLSm7cuOFyEHhtfvzxR5KMVVVVcrnc5VsHqKys/Pbbb0FMhUKhqK6+du2aTCaDp1xVVXXTvZenpKTkphtzvn7t2vnz5///5TCUl5eXlJTQfkTC7du3f/jhh0uXLpHejYqKihs3brh8YQB3ysu//fbb27dvw3+rqqpKSkpkMtmdO3cUCkVlZeWNGzfc+dFduXKFutRQ8dNPP124cIH2t/Pzzz+XlJS4M0hZWdm5c+f+dxXCZblz5+bNmy5vPrpcQUFBxcRCWllRceXKlQsXLsDSWllRIZfLXd7DqqqqS5cuuf5FVFdfunTpYnEx7Zk3b9woKSnB1yv40UFKAjTB25OVlZKSkrhu3aKoqIXh4aSsBFqTfui8eXETJn0YAfgeYv1KS0sVCsWMm/GnQtt4+CL+R4psRAdpj7s5yGS/Pqk/lpGnf91JjUA9+beT+jcXfOHC/5uCRyxcOJ2ZcIK/XIJHRkT8xwrOLtqkfp7Tv2//IYJPdkGevuDobzq5XjNG2xw4cODAgQOHPwQcbXPgwIEDBw4vDTja5sCBAwcOHF4acLTNgQMHDhw4vDTgaJsDBw4cOHB4acDRNgcOHDhw4PDSgKNtDhw4cODA4aUBR9scOHDgwIHDSwOOtv8kWBQVxfPwgOq4MpkM1fHJ3rv3j5pSRUUFmkbKxo3UE0589RXtcXc+nQJUKhXPw0OlUjmdTp6HR0VFxXRGk8lki6KiqOPjf9OaLgOmP3OXoIrGApdPeZqYlLxo5jCrqV0RlwiVm8Z/U6TzF0VFodNI74BKpUrZuPGP/Rly+POBo+0/CRZFRcHqBosOkBMc/0OWjBNffYUv/bDqoVmhc/4o2p4+mGgbjZ+9d+8fTmNTg/u0DY8VzSdl40b3+f63wKQ2HExADxH/KSFuPvHVV/gPCt8uM02A9BUOHKYJjrb/JEC0TWI7WFjh3ye++oqkgi+Kijrx1Vfwb1h/YakCFQEdx5UMXJ9AlyDxk0qlgsULxoG1r6KignQamiosdvjJSLmBqSIFCK2JKRs3wvkwSPbevSSFD58nDIJPG5ENdeTsvXvRaOggdTSXtI2fgO48TnIkGWmPoHuCPw70oElj4huFlI0b4cmipwnnAM3g0yCNg24IDEV93DhwRZN0BL8uGgRuLNwiXH+Fr9DeeRgBnyQ8dOoI+MxxbZv62qOZoKGYgM8f53J0Z2AO6CbQMjRH2xxmFhxt/0mAaBstkaQTcNUBLTRMtI2WIaqSgS+yTNrkia++grY5iHThzJSNG3FlF6dtNCxwMP4pSATSoU9xxQ5tMvAz0cyR4LRGcup1cWrBbxRpNHe0bXzPgQ6CUPhBeHbUI/gODD0p/DGRxmSibXwTgPYc8HXacXDRWB43rfUCSU26LkwG3Vv8u8gwQ3vneRTrApVK0QhUIznta482Jfimlgp0CfwuUaXGfy9oN+CSyzlwmDI42v6TANE2gKqlofXUiTEiE22TFAsArF8kBZTW5py9dy+wDkkVg+PovyTaJh3EP0WEgaaEGIj0b6r+h+ZJpW2cn9DItORHHW1qvm0kFP444LvUI/gXcRom0Rg+Ji1toxvCe9F7QrpRJOMH3BOWx03rP0aDoOviX6R9Z9DlmOaPy4uLQx2BStu0rz3t3Kig3Xix0zb1B+XkaJvDTIOj7T8JSLSNkL13L7JXT5O2nS+aJXkTBm3qRUnaNm4zZ9G2SQfxf1Dp0CVtk6ZKS9u4A56dtqmjuWMkR0Lhuyha2qY94sQM+8icixseqGOy0DZ1V4HMDKRxcBZkedwutW122sYVUzdpm7TVoI5ApW3a194d2sYn4z5t40AicLTNYWbB0fafBIi2UzZuxBcRdrUD1ybdoW1c/WIB4mm0sLr0bbupbSO4pG203M+Itk0dzSVt016FSdt2eYQ0E9oxcaO6S20bQDsOrbZNC3bfNgtt46+Wm9o2yfJBO8JMaduk2Dpa3zYCR9scfmdwtP0nAaJtkrsOQrecFCcfLCgkZyeJtp0vGvpgIeO9mGbGNB9QkdF/2SPJ2Wkb91ijabDTNv4VWn8qj863zaSz0o7mvraN6/RUjdY5YfOgHkFywUPBaYx2THQQZkKlbTQgksjl3NgfN0skOem6iMDQ3UOjLYqKcknb1D0N7Qgufdu0FgiqP4K6TcSDPEifkjZGpO2dk6NtDjMNjrb/JMCN5LhtE19iqCG1pBBfKm3jllXqEdVESDBtbBqK7OW5ytumpW0U004aCk5zqUL8QLIAAAFoSURBVG0jRR+WchRZBtNGyyttJDmVPKijuePbRk8EP4JLSnocpCN4aDSuKaINB3VMEBDC8qm0jU4gMQ1pHBAE3wHgj9vNp4xfgvSaqSZSqvDrgnefibbRyfj9oY6AZu4ykpyJtnFx8BuF/6aoIXJUSfHTONrmMLPgaPtPAibfNgcO/zmg7nX+L4CjbQ4zC462/yQglX3gwOE/B7jyyhS2/WdFClcljcNMg6NtDhw4cODA4aUBR9scOHDgwIHDSwOOtjlw4MCBA4eXBhxtc+DAgQMHDi8NONrmwIEDBw4cXhpwtM2BAwcOHDi8NOBomwMHDhw4cHhpwNE2Bw4cOHDg8NKAo20OHDhw4MDhpQFH2xw4cODAgcNLA462OXDgwIEDh5cGHG1z4MCBAwcOLw042ubAgQMHDhxeGnC0zYEDBw4cOLw04GibAwcOHDhweGnA0TYHDhw4cODw0oCjbQ4cOHDgwOGlwf8D6PL1o4ZssE4AAAAASUVORK5CYII=" alt></p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Describe how a transect can be used to investigate the distribution of plant species in this ecosystem.</p>
<div class="marks">[2]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>The vegetation shown here has developed as a result of primary succession. Outline the changes that take place in the abiotic environment during primary succession.</p>
<div class="marks">[2]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline the abiotic factors that affect the distribution of plant species in an ecosystem.</p>
<div class="marks">[2]</div>
<div class="question_part_label">c.</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p>a. random positioning of the transect;<br>b. transect is a line stretched over an area of study;<br>c. samples taken/species present recorded at regular intervals along the transect;<br>d. used to investigate effect of an abiotic variable/named example;</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. rocks begin to break down;<br>b. minerals begin to accumulate;<br>c. soil begins to develop;<br>d. water retention increases;<br>e. erosion of soil is reduced (by rhizoids and roots);</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p><em>The question asks for an outline but most candidates have given a list of factors without a reason. Therefore award <strong>[1]</strong> for every two factors listed or <strong>[1]</strong> for each qualified factor.</em></p>
<p>water (distribution) for turgor/biochemical reactions/photosynthesis;<br>mineral / inorganic content / salinity of soil/water;<br>temperature (max, min, range, seasonal changes) / altitude;<br>light (intensity, duration, wavelength) for photosynthesis;<br>pH (range, average, changes) of soil/water;<br>wind (direction, strength);</p>
<div class="question_part_label">c.</div>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question" style="padding-left: 20px;">
<p>As in previous years, many candidates did not know what a transect is or its purpose and some were evidently confused with estimating a population size.</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>In (b) many answers described the vegetative changes in succession rather than the abiotic.</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>The mark scheme in (c) was generous in allowing lists of factors and/or elaborations, otherwise many would not have scored here. </p>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="specification">
<p>The oxygen consumption rate of the fish <em>Oplegnathus insignis</em> was examined in a respirometer at three different water temperatures and at four different body masses.</p>
<p style="text-align: center;"><img 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zzVzya1tW3KWqhn0x5lIAABCECg+AQQ4MWfAywoPwKI7/Kb034jqqub1k9gy1Ot15w5c627u7ufcJYgz1Z49+uQExCAAAQgUDYEdPO6VkHBA142U8pAikwA8V3kCShE9zNnzgwCW2LbkzzV8mwvWXKt1dTU2KZNmzwrCHEJctVTUr0FC64MYSgKRdFLISbe3ooV15leSnPmXBjKhgOzcN7raBsPf1F5taWX8uvqaoOtXp8tBCAAAQgUnwACvPhzgAXlQwDxXT5zOeBI5N1WisZvK6xEHnEPLYnmdXR0hPLu+W5q+ugb4r3L9MCarVu3hWMJciUJeL2U2trutrVrbwr7EtTr17eGY9XT+TVrbjTFmkeT+q6rqwttr1x5fbApms8+BCAAAQgUnwACvPhzgAXlQQDxXR7zOOgo5NnWa8eON2+GVFiJe7anTZsWvNjuyZYw9zoSzzq/ZMmSdB/Ka2hoCKEs8pBnSqonUd3SclUIbVEZXQToWHnxOPPm5o+FZvxCIVObnIMABCAAgeISiArwz33ub23//gPFNYjeIVCCBBDfJThpIzFZXmz3bmsr0exCV1t5wD0/Gu/d1NQcPNLq08NL5NGOh4/EbXKh7314vkS70tatW/1U6FuCngQBCEAAAskn4AJclv7yl7uSbzAWQiBhBBDfCZuQfJkT9W4rvts92+pPwlshKBLMEt7ReG/lS2wrNtsFszzmCxa0DGqqe8QbGmb0iRVXO0p79+4dtD6ZEIAABCCQXAIS4Hr4zsknn5xcI7EMAgklwBMuEzoxo22WPNDyXMu7rVfcIy1B3dp6m0mkS4x7vjzcKq94bT8n2+Jx23F71YZSR8fO0F48n2MIQAACEChtAkcccaRNmDChtAeB9RAoAgE830WAXowu3bstr7diuD3e221ROIjOK19ecE8ePuI3X/p5vynTj+NbiXglD2XxfK2yolVNtCVBAAIQgAAEIACBSiOA+K6gGZfglhiWEI+LaQluhaJEb8QUGhfRWqXEk1Y58RsmPbzEPd0S8HopVlxtytvuQlt1dKy+o150b5ctBCAAAQhAAAIQKHcCiO9yn+HI+LScn9JAwleiWGLay6msYrv18sfNy2stoe1LC7oIV5uqL2HuSxBq2UGd17HqKd5bZdavvz1iFbsQgAAEIAABCECgcgiM6e3t7a2c4ZbGSCVUtS42KXcCsMydIS1AAAIQyESgvb3dVq++ITz9UvmV+P/2kksutoULr7b6+npbvXpVwLRw4aJMuDgHgTQBPN9pFOxAAAIQgAAEIAABCEAgvwQQ3/nlS+sQgAAEIAABCEAAAhBIE0B8p1GwAwEIQAACEIAABCAAgfwSQHznly+tQwACEIAABCAAAQhAIE0A8Z1GwQ4EIAABCEAAAhCAAATySwDxnV++tA4BCEAAAhCAAAQgAIE0AcR3GgU7+SagNcG1FJXWDCdBoNQJ6P3sa9jrfa1XU9Oltn59a6kPrSj262Fc4keCAAQgUO4EEN/lPsOMDwIQGHUCuoDUQ6OUtm7dFtbl19r8eors4sXXICJHQHzTpk3pJ+eOoDpVIAABCJQMAcR3yUwVhkIAAkkgIA/tihXXvfHk15uspqYmbZaeBrty5fW2deuWIMLTGexAAAIQgAAE3iCA+C7zt4JEgv8k7j+Ld3Z2hlEPFAbidfSoeSX9tC4vX/QR8w0NM0wixJPnaas871PHmZKXj7bh5VRf3kMSBJJIYM2aNVZdXW1Lllyb0bympmarq5sWwk/0WfP3uj5XnvTZqqur7fO5yuaz4G3p86XPiX9Wo58ztaPwDf8Mal+fdU9eR+Ex+lx7uaE+c963tvHPuNqP9hkdq/oVh2iIjupHw3Nkh+wWF9nj4xmqnpeX7W6T/yLh42ULAQhAIGkEEN9Jm5FRtEdfgPqC85/FOzp2hi+3pqaPDrsXfbnqZ2Fvq6FhZvgylYcvmtasuTGIEv0ELw+gbPAv0mg5eQglYNRmNOkLWF+4+vmeBIGkEdB7U58FievB0ty5c0O2Ph96r+vzos+Bi2AJUQnHlStXhvxsPgsSmPp8rV17UwhzkfiPClh1mOrvytC3PoN6KUkYy/Zoam1tDf37Z1VtxUVztLzv6zO7fv1/hLZ1oaE6ar+5uTltl8bqtmmc+p+j/v3/R3Pzx8IFtpdpa7vb5syZG/4nyB4xy6ae26R2xEN1W1pa/DRbCEAAAokkgPhO5LSMjlFbt24NX2b+s7i+4PUlpy/AkSQJBW9Lwlr78gJGU0vLVeFLVOf0xawvVAmGTEn5LrY9f8uWLaFd1SNBIGkEOjt3B5P8czCQfZ6/e3eqvASzzi1evDiIcIlkiUUX8UN9FiRcJTD9M6V+9RnRcTRJoKuf9etvT5/Wvj77cWEtsRztX/X0P2OopHo+Pr/IiH7u/cJ6x46Ut139yv7o/w+VGex/g2wYTj3Z4/8zfDvUOMiHAAQgUCwCiO9ikS9Av/pi9C/t+BfvcLvXl5t/UXtdHbsnz8/Fv/imTZsWPFhxD7nK+xd3a+ttXj2I8Xgb6Ux2IFBkAvLGKknMDiepvASqPi/6LOqzIwHqaajPgn9+4r8IRY/1WddLXvZ4Un/ehufV1dX5bthWV4/vczzQQbTeYByclfrN9P9D/xtkb9wu73c49eL/m7wNthCAAASSSOCgJBqFTaNDwL/cU+EiW4LHTV+C+snX87LtKdMXs9rSF6x/yaqt+JexyiipTDxPX5gSCvJ++0/oKhcVFNnaRzkIFIKAi7yOjo5Bu5OoVJoyZUq6nLzU+hVIefIeR9NQnwX/jMU/Q9Hj7u69oUl5yD2cI9qH9r2d+Pl8HqtPvRTLnSkNZNNI62Xqg3MQgAAEkkQA8Z2k2ciDLRLZLrT1hSwhLs+bRLEL45F2KxGhL/+oAIi35SJkoDISIYp/lW0ecpLJcxdvl2MIFIOAPjMSyvFffOK26L2sFH0vKw7aPzMS4fqFJ/q5GOyz4OVU3y8A1H5UuPoFsj7vuphNSpLtNTVTQsjbcGzKpl50/MNpO2ll29vbw4XZmDFjcjbt4x//uP3Jn/xpzu3QAAQgkD8CiO/8sU1cy/K86SfjOXO2BBEwkPjO5NVTrKu+6FwEaHASIFEhoHP6qTgaNqK4T9WRCMkkWFRWduiiQPn6aZ4EgSQT0A19umBUfLXufYgnXUjqc6DPm3/GdKyLXn0OlixZElYZUX3Fgnsa7LPgIl6fp+jnK/pZVV96ZYrb9hVAdM9HoZNs95VMov8/xCPFaluf/ytuXzb1vOxgW3ncp06datOn11t9vV4zrKqqarAqBc3r6tpjn/zkFfaFL3zRzjrrrTn1/cK+fbagpcW+9rWvhbHm1BiVIQCBvBFAfOcNbfEb9i9cv9lLFq1YsSJ80fkXvQtfCQV9Mco7J6EQTxLeEhxqS+V89YS4+HCvukS52vKQknh70WOFwaieUlRYRMuwD4GkENB7VJ5lvWf1udC+i2y953VewjH62fDPnX9+vL7Epz57ngb6LKh9lVN5xUrLBn224jcz6+JVot4/q2pXx7qwjd6E6f0VYiubZKts8hu1NQ6xEgcX5L4VU72yqadyQ6UHH9xl7e3bTN7l1atX2RVXzE+L8cbG2UUXqZs3b7aLPzzP5s27xF544QVbdcMNwTky1Lii+WLXctVVds4559hnP/sZu/PObxV9XFH72IcABPoSQHz35VFWR/qyTQmBGelxSRTo/Jti4aYgyLXmsJK+1P1LPl3pjVhu1fFyKa/U3f0836n6l4YvT5XXl21UXETb9H3lS0Top2m3y/PYQiCJBBTa0dDQEFb70frSnlx0R9/zLn71WXCBqfoeAqY6/r4f7LOg+oohl4hVUh2Vl4iN1lcfWkbQY6xTF8I39QmBcXsLsZVtbW3f7vO/SDZKeHtInOxQ2I0u/PU/xkNnsqk31Bjk5ZbI1kupp6cnLcaXL19qu3btsunTpwePuHvHh2pzNPNlz6TJqXj4v/r4x+0nP/2x3XDDqqy94PJ2X/U3LXbf975rmzd/x/7oj95t991332iaSFsQgMBoE+glJY7A5MknJ8qmK6/8ZO/ZZ08d1KY1a27sld07djwwaLlMmbt37w511cZop6SxHO3x0V55ERjuZ6G19bbw2dmy5YflBaKAo+nu7u69555v9y5d+sXexsbzA8958z7cu2rVDb3btm3LuyXq55Zb1vXef//9oe97vv3tYff561//uvecc+p6N2z4RminqenSYbcxkgriI1aeKvH/rcbv7xPNpV4kCAxFAM/3aF/N0N6wCaS83jV9vGDDboQKECgDAgN9FlIx5JcGT7c84Eq6+VIebnnO9SKNjECSPOOzzm+0xtkpD/1wRnP66afbpz/9Gdu3b99wqlEWAhAoEgHEd5HA062Fn8sVFqOfpaM3nsEGApVGwGPFB/oseDhLNJxEjDw8o9J45XO8A4lxxWZv2LDBHn+8q6hhKvkcO21DAAKFIYD4Lgznku4lG2EsERCN38xmwCOpk027lIFAqRHI5rOg+O5oLHmpjbFU7Y2Lca1Oops39XIxPmtWY7jBUTHjtbWp+2dKdby52i0ulZQUs0+CwHAJIL6HS4zyEIAABCBQsQQmTZps8+bpdUlgEBXj69ats56e7nDzppY1rDQxrouQ1atvqKj3hi7OJr9xw2xFDZzB5kQA8Z0TPipDAAIQgEAlE6h0Mb5nT1dYQUYidN26Wyr5rWA7d+6s+F8+KvoNMIzBI76HAYuiEIAABCAAgcEIDFeMR9v62c9/ar/5zW9MN1AOJ2l98Lvb7raPfPQjw6mWc1l5fBUDf8klF9uGDXck6uFFOQ9umA0sWrTQ7r13szU2Ng6zJsUrkcAYLYdSiQNP8pi1Pu/FF8+zVatWJ9nMxNumf4Z33LHROju7Em8rBkIAApVBQGEqunkzFTe+zV555RW79tr/Y5dc8hHzNeO/+c3/ylqAS3j7+uA//enP7YknnrAvf/l6a21dXxCgGzdusKuvXmQnnzypYsMvFPet9eIVdlPp3v+CvOnKoBM83wmcxMsuu9xuvfWW8FNekm7eGTduXFjOKhOyu+660x588EE77LDDMmUX/Jx+/pMXQixJEIAABJJCQJ7xyy+fH16yacmSxcG0o446yiS6P/GJK+y88z4wLHMnTJhgN399nU2cODGI72FVzrGwYt8V3y5nR1VVdXpcOTZbUtUV547DrKSmrOjGIr6LPgX9DVi2bHmIG+vqSpbH9h//8SsDiu/vf//7Jo9Off2bT/vrP7LCndFFi37+85uiCtczPUEAAhDInsAJJ5yQLqxwk/vu+176uJR2tm/fbtu2tZsuLiotTZ682hobZ1lX16KKHH+lzfdojBfxPRoU89BGEkXj6tWrBhzp5MmTTa+FCxcNWIYMCEAAAhAoPwKrVq0KvzJWovDWbGrcjY2zTRwIFy2/93c+RjQ2H43SJgQgAAEIQAAC5U9AseubN99jixZdXf6DHWSEixYtCvcY6RdgEgSGIoD4HooQ+RCAAAQgAAEIZCSgeOf586+o6JVOBEbeb/3yu2zZsoycOAmBKAHEd5QG+2kCuoOdJ3elcbADAQhAAAIxAvJ66+Z23UBKssChvX1bWMkGHhAYjADiezA6FZwn8a1/qiQIQAACEIBAJgLyeivcRA/YIVngoF8BKu0pn8z98AkgvofPjBoQgAAEIACBiiYgB42ebonXu+/bQDzkuNKvAiQIDEQA8T0QGc5DAAIQgAAEIJCRgFb20E2GpL4E9CuAlgtevnxp3wyOIBAhgPiOwGAXAhCAAAQgAIHBCcjrrZTEJXEHt7wwueLS3d1jzqkwvdJLKRFAfJfSbGErBCAAAQhAoIgEdCM+61kPPQH6VUCcSBDIRADxnYkK5yAAAQhAAAIQ6EfgllvW2eTJk8Ij5ftlciJNQN7v6uoqvN9pIuxECfCEyygN9iEAAQhAAAIQyEhAXu916262detuzZif75Pqv77+fbZv374hu1q6dFnRbwZdunS5zZ9/WU0FJJIAACAASURBVHj6JSvCDDllFVUAz3dFTTeDhQAEIAABCIyMgLzetbW1RfN6axUR9d/Z2TXo6+ab14Wnbo5slKNXq76+PtgrbiQIRAng+Y7SYB8CEIAABCCQJYGamklZlhy8mFbHGM20a9cuGy3b4nZt21a8JfR27doZniQZtyl+rKdNahnEJKSFC68O3m8tQYj3OwkzkgwbEN/JmAesgAAEIACBEiQgL2wuafXqVaP6NOEnfv97mz17tq1YsTIXs/rVXbRoYTgnYVusJM/35MlD9y/v+OOPdwWuxRa88n7X188web/1+HkSBEQA8c37AAIQgAAEIFAkArNmNdqll15qF130Z3b66afnZMULL7xgN998szU1N+XUTrxyV9ceu+OOjVZMr7dskh0S1tk8wObkkyeFh91I/BY7LVu2zGbMqLd58+Zl5bkvtr30n38CiO/8M6YHCEAAAhCAQEYCEpNXXDHfzjvvA/anf3J+xjLZnvzufd+xpqZm+9CHPpxtlazKacm8yy67vOjCsaqqOsRyb958z5B2a0WWYnu93Uj9WnDxxfNYotGBsMXzzXsAAhCAAAQgUEwCn/rUp02vbDy6g9n5pb/70qgLZNkksdve/uPBui5I3rp1txSkn3x0onW/5f3WtpihO/kYG20OnwCe7+EzowYEIAABCEBg1AkkIUQiPqjVq2+w+fOvSIwXOW5fqRxLcCvmWyEopXwRUSq8k24n4jvpM4R9EIAABCAAgSIQkNd7+/btYb3sXL3yRTA/cV1OnTrVdIOtWCbxQitxwMrYIMR3GU8uQ4MABCAAAQiMlIDCTXTjIutUj5Rg/3riKa6I7/5sKukM4ruSZpuxQgACEIAABLIgoJVFbr31lrDCCTHKWQDLsoi83nrq5aJFVxPKkyWzciyG+C7HWWVMEIAABCAAgRwISHDfcMOqsDyeVg4hjQ4BPfxnw4Y7EN6jg7NkW0F8l+zUYTgEIAABCEAgfwTmzbvEpk6tHdWHAOXP2tJoWRcy/JJQGnOVTysR3/mkS9sQgAAEIACBEiagdchJEIDA6BIYO7rN0RoEIAABCEAAAhCAAAQgMBABxPdAZDgPAQhAAAIQgAAEIACBUSaA+B5loDQHAQhAAAIQgAAEIACBgQggvgciU4HntQRSTc2k8NKDFT7ykXlhf9mypRVIgyFDAAIQgAAEIACB0SeA+B59piXbom6sOeSQQ/rYf9BBB1lj4+w+5ziAAAQgAAEIQAACEBgZAcT3yLiVZa2qqqrwGGEJbk9nnXUWT+JyGGwhAAEIQAACEIBAjgQQ3zkCLLfqV131NzZ2bOptIRG+dOnychsi44EABCAAAQhAAAJFI4D4Lhr6ZHbs3u8xY8YYXu9kzhFWQQACEIAABCBQugQQ36U7d3mzXN7vww8/HK933gjTMAQgAAEIQAAClUrgzeDeSiXAuPsRkPf7oYce7neeExCAAAQgAAEIQAACuRHA850bP2pDAAIQgAAEIAABCEAgawKI76xRURACEIAABCAAAQhAAAK5EUB858aP2hCAAAQgAAEIQAACEMiaAOI7a1QUhAAEIAABCEAAAhCAQG4EEN+58aM2BCAAAQhAAAIQgAAEsiaA+M4aFQUhAAEIQAACEIAABCCQGwHEd278qA0BCEAAAhCAAAQgAIGsCSC+s0ZFQQhAAAIQgAAEIAABCORGAPGdGz9qQwACEIAABCAAAQhAIGsCiO+sUVEQAhCAAAQgAAEIQAACuRFAfOfGj9oQgAAEIAABCEAAAhDImgDiO2tUFIQABCAAAQhAAAIQgEBuBBDfufGjNgQgAAEIQAACEIAABLImgPjOGhUFIQABCEAAAhCAAAQgkBsBxHdu/KgNAQhAAAIQgAAEIACBrAkgvrNGRUEIQAACEIAABCAAAQjkRgDxnRs/akMAAhCAAAQgAAEIQCBrAojvrFFREAIQgAAEIAABCEAAArkRQHznxo/aEIAABCAAAQhAAAIQyJoA4jtrVBSEAAQgAAEIQAACEIBAbgQQ37nxozYEIAABCEAAAhCAAASyJoD4zhoVBSEAAQhAAAIQgAAEIJAbAcR3bvyoDQEIQAACEIAABCAAgawJIL6zRkVBCEAAAhCAAAQgAAEI5EYA8Z0bP2pDICOBtrZNVlMzacBXU9Ol1tGxI2PdfJ9Uv7Jt7do1+e4q5/Zl4+LF1+TcDg1AAAIQgAAEkkIA8Z2UmcCOsiSwYEGLdXZ29Xm1td1tnZ27TQK8u7u74OOuq5sW7JFtSU9r1txYFEZJ54J9EIAABCBQugQQ36U7d1heogQkfltargqicv361hIdBWZDAAIQgAAEIDASAojvkVCjDgRyJFBdXR1a2Lt3b5+WVqy4rk+oSjw0ROEs8ph7SEtdXW2f8BGV95CShoYZ6XLRduJhJ+pT7Si8w9tVP0qqpzw/v2DBldbZ2Zm2ebD+1E/UVvUTTWpH7XnbstcvRvSLgM5r6yE8HqYzWD217+WjLON9R+1gHwIQgAAEIFBIAojvQtKmLwi8QcAF7Pjx49NMJFQlPteuvSmEhWirsAuPeZYQTQnkmnQYizzoEpYuWr0x1Vuy5NpQbuXK60OZqAD3cr5V27JJITLqd86cuaEvte3tbN26LZRpavpov1CQTZs22fr1/xHqNzU1h/40nubm5nBObah/t1P9qR31mWq3y5qbPxb6VBldnMgWbWWL9vWLwVD1fDzaSoSrbb3UNgkCEIAABCCQBAKI7yTMAjZUFAGJwtbW26ympsYkVJUkOLdu3RLCUSQ2lbSVuFaevL7Kl/icNm1ayNcfjyn3djxD9bwd5WlfgnywNHfum/2qP/Wr9r1t2bty5cogmONtSWQrX8nbidqgdiSkd+xI3WQqUS/hrfa8nsoMZedw6jU0zAxtq33vY7DxkwcBCEAAAhAoBAHEdyEo00fFEvCwDA+t0FahFvLiylPs4ScuSl0wO7CGhoawu3XrVnMxKS+z2pWIHyjF25Fgl3CXgB8o1dXVpbPUn9LMmTPT57QjuyVk431H6/qY+lR840A2KMkOtaP2okl2przhme0cTr0pU6ZEm2YfAhCAAAQgkAgCByXCCoyAQJkSkDdXIRdKEpUS3t3de62lpaWPN9ZFqeKeMyXFhkvUSrDLay7Ps9eR0FYfUe9uXAB7nurE8wbqT+czla2uHh9Wa8lUL9tzskMvXYxkSj62eN5I68Xb4RgCEIAABCBQLAKI72KRp9+KIyABrHhqxTqn4rtvT3t+XeR2dOzMKHgdltqQ0NZLQlQiXF5wCXstYThQUr6S9zNQOT/vseiZRLAuHmpqcvMqyw61MZjNbkt0m029uFc+Wp99CEAAAhCAQLEJEHZS7Bmg/4oiIPGsGyAlahcvXpweu8dxx8NCJCTlHc4kKCVEJcLl+da64dEUb0dhLSqv0JVskoe7bNnSN/xDseAS8tEwk2zai5eRHbI5Lu4V063VVeLnvf5I63l9thCAAAQgAIFiE0B8F3sG6L/iCEhA6iZGCVlfyUTHin+W+HShrXwdq7wEtgtxebo96ZyEdjzGW/VUX8njw3UDZLZJtsgm1dWNl0oS3bpgcO97tm1lKue2RJcuVD/qT3m6UFDS1r32EuTZ1svUJ+cgAAEIQAACSSBA2EkSZgEbKo6AvN8dHR1B2MrrLaGrEAyJZglSTzqvskoS2NpvbW0N5byMvN+KLY8mlVVoiwSre9vV1nCS+tJNi7LJLxLU7pIlN6XF8XDai5aVTW1t337j4iIV5+6e/OhYJLZTyytOSi+BmE29aF/luD9//uXW0/Pm01HnzbvEdu7cabt27UwPt75+hi1cuCh9zA4EIAABCCSDwJje3t7eZJiCFUknoPAHrbecKa1evSqc5ss+E53CnZPnWGJZQj6+kkjhrKCnfBPQZ/Eb39gYutm4cYNNnjzZ2tu3WWPjbJs6tTaI8M2b77ENG+6w9vZ2q62ttaqqqnybVXHtD/Y/seJgMGAIQCBrAoSdZI2KghCAAASSQ6C+vt70kvD2JOGtc9r29PSYPOTz519mjY2zggj3cmwhAAEIQKB4BBDfxWNPzxCAAATyRmDXrl2hbXm/FaIiEU6CAAQgAIHiE0B8F38OsAACo0ZA8dL+KPZRa5SGSpLA1KlTQ7jJBRc0mmLC29t/XJLjwGgIQAAC5UYA8V1uM8p4IAABCJiFGG/di3HyyZOsqyvzvRqAggAEIACBwhNAfBeeOT1CAAIQKBiB6uqqEHYSXR2lYJ3TEQQgAAEI9COA+O6HhBMQgAAEyoPA9OnTTbHfCjuZNOnNGzPLY3TFGYVWkZkz50KbPXtWMEBbX+2pOBbRKwQgUGoEWOe71GasSPZquTIl38bN2LNnTzjV1bWHL/k4HI4hUAQC27dvD+t8X375fFu2bJlpSULdfEkaOQH9f7viivl9GtDFjV6zZjWGGPs+mRxAAAIQyEAA8Z0BCqf6Erjoojn2wAMP2KzzG+2Wdev6ZkaOHn3sUbvwwgvs9tu/wZdQhAu7ECgGAcV6y0ur1+OPd9kll1xSDDPKqs89e7rs0EMPtVdeeaXfuO69dzP/9/pR4QQEIJCJAOI7ExXOpQnoi1vC++avr7PG2bPT5zPtvPDCC/ZXH/+43XjjP9uaNWszFTE9lIIEAQgUhsD06fXB4y2vLA/ZGR3mA4nv0WmdViAAgUoggPiuhFnOYYx6UMeECRPsjDPPzKGVvlUHekpm31IcQQACUQLDvXCVtzv1oJ0rQjPLly8zhaCQciOQyet90EF8leZGldoQqCwC/MeorPke9mj1uOovfWm5ffjDf2Gf/vRnBq1/d9vd9pOf/thuvnng0JRBGyATAhAYVQK60VJPvFQazk2BLvS5UO47HZMnT8oYcrJ///4Q8923NEcQgAAEMhNAfGfmwtk3COin6h/9qD38dL1s2dJwA1cmOO3t22zsuDH2jW9sTH/ZZyrHOQhAoHAEPvKReYXrrIx78ouRwYaohxl54qLFSbCFAAQyEUB8Z6LCuT4EJMD1c7V+tl64cFGfPD9QGcWHu5fNz7OFAASKRyAqAiUgsxGRxbOWniEAAQhUBgHEd2XM86iM8uijjw4xpJlu3Jo6tTaI71HpiEYgAIG8EIiK8cE6KBeRnmnpU52rqqpOzA2oO3fu7LdKStJsHOy9Qh4EIDB8AjxkZ/jMKrZGbW2t6YsiU5Ig1zJcJAhAAAJJIKBf4mbMqA/PJtCNpzpWmj//cps//7IkmGi33LLOFK6i5ydIcLuN8+bNS4yNiQCFERAoMwJ4vstsQvM9nIEeUS1hrtUVop6mcvGe5Zsp7UMAAqNLQGJ70aKF4SbI5cuXBi+3HAf19Rutu7sndCbhW8zVX/S/ctWqG4KNq1ffEGxyG6urU84MPRhJN82SIACB8iKA57u85jOvo6mvnxGe5DZQJ1pLeOPGjX2y9TN39NUnkwMIQAACeSDgTgIX1xLjCjXRg3BWrVqdhx5H3qRs1K+GURt1b40EuM6RIACB8iOA+C6/Oc3biKZOnWpa1WSgpC+RdetuHjA0ZaB6nIcABApDwG+6HGpbGGvy18ukSZNt2bLlIXRj6dLlwfOtZQIvu+zydGiHC/P8WTF4y1Ebly1bFrNxczguto2Dj4BcCEBgpAQIOxkpuQqsJ8/3FVfMH/CmS610oi88xTBOnz49ECpk6Il+xlU8p76w+Km2At+gDLkfgfjnr5JuuLz66tTKTNHlFrdv355mFGeTzhiFneG2rf+rnqI2+jm2EIBAeRFAfJfXfOZ1NLqpUqEluiloIHGr83owj8roSyS+NOFwHvQx3MHop9vf/OY3ds01n7O///u/s89//gsD2jnctikPgVIkEF13f7iCsBTHG7c524uNeL0kHFfifCWBOzZAoBAEEN+FoFxGfcirrBuZBhLfGqpEuvLlecokvnVnfz7Srl07TY951uOfn3/++bQI//KXvxIuCPLRJ21CoBwJlLJojc4HAjZKg30IQCApBBDfSZmJErFDoSWKndTTLhViMpLkd/aPpO5gdXRzkoS3Jz3yWSL8G9/4BuLbobCtKALRkIuKGvgbgy3liwguHCrxHcuYK4UA4rtSZnoUx7lu3a1WX/8+mzx58oiW6tqw4Y5RtObNpuRRv+yyvzKJbnnAzzrrLNPNVjx1801G7JUugaiQzEaY6b6LfH3WSoViNpxKZSzYCQEIlA8BxHf5zGXBRqKwEn2pX331whDbraW7dOd+sZPsevHFF02rsiC6iz0b9A+B4hKIXqxELZEgHygvWm6w/bioH432cm1jMHvJgwAEkkUA8Z2s+SgZa/RQHQlwPaiisXFW8IIrzluPmVdYiovx+JdUPgcom7Zta0/3nc++aBsCEIAABCAAAQiMhADieyTUqBMIyNOsGyp1E6ZWN1HYh7Z6Stu+ffuKQslFf1E6p1MIQAACEIAABCAwBAHE9xCAyB6agK9uEl8BJdPPu4X0hA9tOSUgAAEIQAACEIBAYQnwhMvC8qY3CEAAAhCAAAQgAIEKJoDnu4InvxBDx9NdCMr0AQEIQAACEIBAqRBAfJfKTJWgnZnu3keMl+BEYjIEIAABCEAAAqNGgLCTUUNJQxCoXAJaW/3VV1+13t7e8GCjP/zhD2kYOjeSFK8XPx5Jm9SBAAQgAAEIFJsAnu9izwD9Q6BECUhwK3V2dtoPfvB9++AHz7Of/PjHNu6gcWH/x9u3268e/pXNnPn+sPb6mDFjsh7p7t277b/+6z9tT+ceO+KII+zDF19s73jHO7KuT0EIQAACEIBAUgkgvpM6M9gFgQQSkPd57969Nm7cOLvxn/85PEV08+bNduqpp9rXbrrJXnnlFTvqqKPsZz/9mXV1ddmZZ55pD3Z02N1tbfbII4/YBRdcYB887zw75phj+o1ObUu8r1q1yp56+kl7/fWUx1x9vfDCCzZl6dKM9fo1xImSJKAlSrVWPwkCEIBAuRNAfJf7DDM+CIwigZ6eHrvmc5+z008/3X71q1+FJ4oefvjhdv/99wdBfvLJJ4dzjz32mO3tft4693TaD7f80OT1Puigg+y73/2uvfraq/bSSy/ZcccdZ+9//wfs6KOPtgMHDtgdGzfarf9yq7344gs2ZkzfiLiOBzts65YtdtGf/dkojoamkkTgggsaw8XV5z//BYsvW5okO7EFAhCAQK4EEN+5EqQ+BCqAQHd3t+3atcvu3bzZHv/d40FU79vXY48+9qgdcsghQXgfdeRR9oP//n4Q2lEkCk+R8D75LSeb9uUVP+yww+zR3z5qX//61+24Y4+zJ558wl5//XXzWHGFmmhfory39/Ww3bZtG+I7CrYM959//nm75prP2d///d8ZIrwMJ5ghQQACgQDimzcCBCAwIIHf/OY3dvv69cF7/fTTT9uECROC0D7i8CNCKIiE8zPPPmMTT5hojz7227TwVgiJvN3yYO/f/5qNHTsmeLifffZZ02vixIlBXD/11FOml5dX+0cfdXQQ46+99loQ3r294+zgg8fZj7b9yORRnzJlSrqfAQ0nY9QJFGqlIl2gSYRfffUi++pX/69t2fKjUR8LDUIAAhAoJgHEdzHp0zcEEkpAAujmm79u//IvtwYLJY6VxlePt9NOO80kjJ9+5imrqamx1/a/Zgo3+fVvfm0HHTTODhx43caNS4WNyGstEX7UUUfbsccea7t+udMmHHNsEO4KV3n99QPpEBPty3uuvs8840x76FcP2SuvvBz6VX9qR95wbSsxDVf8bt++3eJ1Mi3/mS3LXOpm00fU1rFjx9qRRx5pixb9bTZVBy0TbXfQgkXKdPt8KzPyzbpIQx12t1u3brGmpkttyZJrbcGClj71Fy++xtavb7WGhpm2fv3tffLWrl1jK1ZcF84rf6jU1rbJWltb+7UzVL1i5JeSrcXgUyp9Ir5LZaawEwIFICDh+8P//m9bv369/fKhXbZ//4HQa8qLPSZ4rJ944gn77aO/CTdEPvPMM/aWk95iBx98cBDF8nT39ipUJOX5dpOn1Eyx6upqO/zwI+zlV162qqqq4AH32G6JdKUnn3rSTjrxpJAnwT127Lh0/7qR85mnn/Ym2WZBICriouIui6pFKeKi+5prFttf/uXHR82GUuDgNpbCPI3axAzRkISz/m9s2bKln/iWMFdeR8eOfq2ovPKyEd6qvGnTpozt9Gs4ASdKydYE4EqsCYjvxE4NhkGgsAQU/vH1r33N/ud//sdeePEFe/nlV4KglpBW2MiBA71BZCvM5JQpp9pb3/pWe/nll23Pnj0hXltllNwz7QJc2/HjxwdB/b73vs+2bN0SvOdaDeWx3Y+GOlrZRN5yrRWul8S52ul6fI+ZpbzoWvFEFwXT6+tDnHm2dNSe7NSNnW5btnXLqZxWmGlubgpDkjC59tprbdKkyYkZ4llnnRUEd66i+1cPPWRf+rsvpceli7ZSSbqhWaFXmqepU6fa//k/ny8V0/NmZ13dtH7CWMub6tXU1By83xLiUaEtQR49zptxNAyBERLou6TACBuhGgQgUNoEFM/96U99yu7ZfE9YhUQrjkg0K7lg1fbFF1+0d73zXVY/o96qqqvsueees+OPP97ksVS+QkeiyQW4POr79u0zhZqcXXu2qT8JwHHjUtf/KXH/ehDep5xySlgNRR5ytyGEpBx1lHU93hVEfLSPwfa/c++91th4vjU2zgpxxIOVLcc8eVH9deKJJ9nnPndNeJ048US76867EjXk7373e6Pi7f6H6/7B/vzP/zw9Vl20OYMke5Vl29lnT7UzTj8z2P61r92UqPkZDWO0nORw08yZM003fEtse1Lohf5/KBxFoW/yBnuSEFd51VNSvQULruzzHlAoi7c3Z86FpvZUR3OgkBVPCl2JvneieV5e4S8NDTNCObU1UFKIjPK9Pdmgfj2pbeXFPfmq4+1qO5Ct3g7b0iCA57s05gkrIZA3Aoqj/ud/+id78qknwqoi9z/wiyCCPSREHe/fn4rdTgnmcba9fXu4KfKll/5gF130Z9bT3RPskwdbQtoFuxutL6pJkyaF5QnrptVZx46OIMQ939f0ltjWqify0mqFlGeeefqNtsYG77Vu3rz/F7+wk046yatm3GpMd37rW7ZhwwY75JBD7bXX9tsDDzxg5513Xsby5XrSQxk09r/70pfsnHPOCUP9+c9/Fn5FWLHyurIb+llnvdX08rFqgM5B+xI4SUyyUfP0T1/9atr20bQ1yqBY49dykvoFajhhRXPmzA3x26n47+ZgusJK5BHX/yN5uJXnqaOjI+y657up6aNWUzMl/R5wMS5B3tZ2d3hpX210dLx5cSBxLCG8du1NJhskeiW09QCwlSuv9+6C5z1aJp0R2ZHwVl156tWnktpXv4pXd1sjVTLuqm4mWzMW5mSiCSC+Ez09GAeB/BLQqhIS3t+97ztBcI8ff0y4GXLs2FTctt8QKc+2kkI4JIxdHMsT/eILL4abKZXvoSdRqyXiFUain9MlLjp3d9rZdWfb0089bQcOpJ6SGS0v77q8lYojV3jL7s7dIVsx4LqhUyExgyU9zGfNjTeGp2vqIkAhJ0o//clPKk58D8bpwx/6sC1o6XsT22DlSyXvL//yf5WKqUPamQTBPKSRwyygX8CWLVtq11+/MisRLs+2Xjt27AjiVd1JFLe0XBV6njZtWhDAEtUqJ2HudSR6dV7i2JPyGhoagodbTgEJ+HhSPYlxedYlvJW0VVvyhjc3NwdBr/NqL1om3paO16y5MVws9BXtEt0zbMWKFdbWNvRNoZna5VzpEkB8l+7cYTkEciLwu9/9zr7y5S/b1h9tsSOOODLEeKvBqCCWcJaAlUdaMdlaseQnP/2J1U6ttYaZDSGUQ/kS1Lo50sNOol5z5Wst8MMOPyxsH9jxQFgy8PxZ56fb9oGorES3vN9a+/vdf/Rue/EPL5pu7FSS+N901ya7+OJ5/bzrypdX6h+/8pXwE7KO1Z7a0lbrlJMgAIGBCYymp33gXvRLWioM7Qtf+LzdcMM/2gMPpLzVA9WJercliiWao4JXgljn5VmWMPc8Hfs5lVGSZ1xlB0sS+krejpeVaFfaunWrNTVNCfvywA+WZI9E+5IlH+tXTOPyC4R+mZwoawKI77KeXgYHgf4EJKQfeuih8DAT3fSoB9rosfAeX60QDU/yeCvE4/e//30QsFr+TetwSwwr3vuZp58JXuoTJp4QWV4wtdKJBLeEvEJKJIB145tCT/74j//YfvjDHwaPuYS2BLUnCXy1rfJ6CubP/+fndtqpp5luRFM5LWMoT7bEdDyp/Be/8AXr3LM7lJs8abL9/onfpy8I9u7dG5ZIVJ8kCECgP4F8e9qj4l5hZQpB+fKXv9LfkNiZqHdb8d3u2VYxea4lgCWY6+rq+sR7K1/hHRLbKiPxrFhwlYvGb8e6S1+8yzOdKel/SbZJwnug5F737u7s2xuoLc6XFgHEd2nNF9ZCICcCEtiPPvqoLVu6NKxS4utwa13tnbt2hnW2JapVTl7sgw8+1J566slwLNE64dgJQQSfcMIJdv8v7g9rezec22D7evbZMcdMsEMOPsS6e7qDyJWQPuSQI4JY1oN1JPDf9773hZVPdLOmwkt0w+WYMa+ZWermTonr555/zk49JbWaih7yo4sDvU44/gR7+9vf3i90RLbq8fatt90W+ph08mTb2703xK/rYqG6qtqefe7Z0K761MorJAjkQiDfIjUX25Je10X3cJ5gKg+0e7clpOMeaQnq1tbbTCJdgtbzJbBV3mOynY3irwdLLooVA+778fLyvmeTdKEwUPI2FJNutnWgYpwvQwKI7zKcVIYEgYEIaI3um9auDUv4HXzwQUH86lHvukFR4lpCVnHbusFSnmt98WhlEnmaFXP9wr4XgoA+7vjj7Aff/4GdO+PcsCTanXfeaaefdnpYKUUrmrTdvcmOPrrKDj/sB9WyUwAAIABJREFUcNv3wj6bds608Dj5004/LTzRUh53eZ/Up0T52LES+72hz56e7hBT/vDDD4enacqjfeihh9pnPvMZm/n+9/fxessmxXff8c07wsXCWWe+1R7/3ePBO6+ftjWul19+yQ46KOVh14UF4jv17vjmf37TyvWGy4He/0k+717hWec3ps30c+kTOewk4YJh5sz3h5Vo5s27ZFgj0f8hea7l9ZYn2Vcy8Ubk0ZY4V340DMTDR+I3NPpNmV4/vnVPe1zo66ZL3fAoMR9vM96GH8seCXDZFn9QkNpXXlTguyD3+p2du9Px5X6ObekTQHyX/hwyAghkTeDOO79l8ibrYTeHHLI/xGlLZD/9zNNBvO4/sD8I4NdeezG0qfAPCWSJb4WQSLy/7e1vs5/99GfBc621mb/1rW+F+GyFeBw4cMDOmXaOvefd7w2edMVrSwQrPEUiWq+2u9tC2ye95aS0kFb7b9zTGUJGTj/jdPvF/b8IIS16euazzz5jn1342SDwL/qzi+yP//hPwvKGt/2//2ff+W7qZlGFyOgGUtn83PPPWnXVeJt08qTg9VYoy3HHHRfsyxpWGRSMirfJkyf3WenjX//130MIUBkMs88QrrvuOrvoojnpc2eccWafcaczErYjcdzVtcdmzTo/2PvOd77LvvWtOxNmZW7mtLauH3EDEtwS2BKqceHrAjd6I6Y6koiWYNYNj7p5UkniWeWUJHTVnotfHeulOHE98dLjxOVJVx0dq28dx0VyaHCAP7o5VN52vfymS4XD6ELCn87p8eTq18enMvF+4rYO5lkfwBxOJ4AA63wnYBIwAQKFICBP8vfu+5699HLKk6wl+CRY9c9dglUhH8cde1wIK1G4hgS6hLSEsWIzlbRSgYSsRLgeAvLNb37TOvd0hjoS1vJiP/LrR0yebcVpq3zV0VXBAz1lypQg7CccM8He8+732LETjk2vRKK21Y/sULjKk088aVqLWuEwWllFHm7l//bR39o//dNX7S/+4v+zL19/fRDyEtipx9rvD48kP2b8MabQEwl/9a+X6spuecIrKUnQ+UsPQ/J9bRV7X45JDw+KjvPXv36kz3GSx6yHHmmlH9lfbsI7V+76pUzJQ0ri7Umw6n+Zl1O+PM16+RrauhiVeHUh7iJcq5fofF1dbQhfUV0t66e+JNZVT2tsqw8Xy/H+BzuWmJfolsddbflFcdSDrguIVJkd6TKp+PS+N3RmsnWwvslLJgE838mcF6yCwKgSkDD+t3/91yCUFVaip1cqvfbaq0FkS7wq5EQ3NerGyGPGT7BXX3s1eMl1XqEkituWqJYHVTHV+iJ56uknQ+iKvOMSthK5Rx2ZeqKg6klMP/vcM/ae97wn9Ccvu+LFFTt+yKGHBDEuz/iYMW+ulKKLgCOPOjJ4zN/xjncEMaK29Eql1OopuhH0lw/9Mtijx9J7iIvEi+JK1VfPvp6wr3FJwCt8hQSBJBJwQZZE25Jgk4SvLkoGShKu7lWOlpHQdrEdPR8NAZHw3bp1WzQ77A9UV5kS64PZE2/MV16Jn48eZyoTtVNlB7I12g77ySeA+E7+HGEhBHIioFCQlStW2L3f2WwTJhwbvEOpOGt5mnuDKJVnW4JcovXQQw8LcdoSr3qddOJJ6SdYKl8/lephNwpVUVy3xLPO6yWBqyUCJ54wMdgswazVU3qt1/R0uz89/0/t1FNPDe099uhjIQxEgl3tKWkRE3m+ZY+HqaTE+Zurm8hmienHH3/8jTpjbHz1+HCjp7zbWlP8yCOODF5w98orZObEE0+0M844I9QpxT/RL/pshVq25UqRx3BsTjIHzavsi87vcMZGWQhAoPQIIL5Lb86wGALDIvDggw+GJfuqqqqD91iCWt5viXKtxy2BrHNVVanQEgnXx3Y/ZlqqT2UUvqEVT7SO9/N7nzd5mV955WU77LDDgx2qKw+3ktrSKimqp5AWCWl5slVGK5bIO33scceGY5VXCIpixSXA3bMtm7RCyfT66eEGT3ndlVRG/aS2vUFcy+OuZb8UjqJ+T37LJHvl1VeCEFd7Z5x+hv3q4YfswAELSxbqAqFS0vTp023DhjsqZbgDjjMuapMsxAccBBkQgEBZESDmu6ymk8FAoD8BxUB+9jOfDWJVMd0p8S1hPC4UPuKIw8MSgVqGz8WtQk8kshVeIg+0wjV0Th5ziVzFi0vcSmBLUKcE8YHQ3v79B8JNjmpLwlte6j2de8IqKQpbee7Z51KhJK+n1gNPLWl4cBD3WvpQ9mlpQIWVnHLqKek4bV0waIUWbWXL5JrJISZcP/9KVMsehbScdeZZ9s53vDPlXd/9WPDuy76JE1Pe+P6EOAMBCEAAAhAoHIHKcQMVjik9QSBRBBSr3dbWZlNqUjc8KjZbD3XQVgJcYvflV15+I/b7oCBgtTygksS2lv7TUn1jx76WfvqlvN5aolBJ9eUd15rdShLcWt5PIlzebnm/JcDVhx7u864/elcQ+YrH1rnUkzFTQlyx3wpdObD/gP3u8d+FJ2FKhCtJQPtWAlzLHkp064ZKjUPtaF9x4Corj7lu6tzd+VjIG38M63sHgPyBAAQgAIGiEsDzXVT8dA6B/BOQZzjEQR95ZBC9in2WeFZ4h+KnJZLlwZbnWB5ueY8/9KEP2dw5c4OHWvHXypMQ10vlPc5bXm/tH3boYUHwSnhLbEsIa6u84Al/9tkwUPWtsBb1J9GupHKe1I/OHzPhGNNa4lrpRKElqXJ6II8edz82xKXLFnnA5bFX+IpWaFFdreMtcS4R/4eX/hDKKu/44473bthCAAIQgAAEikbgzW+9oplAxxCAQD4JSJAuXrIk3MToS+295aS3hOX5tMqJwj6UfD1vLdelUBN/QIXEswS41smWaJbgPeywQ0O4iYejaH1wJR1LeMvTraS25YV2UX322WeHh/aMHTPW9ErFlb8e8lVGSU+yVGjK3uf32sQTJwZvtmzTsoMXzb3IPvaxj1lzU7OdceYZ4WJA8eV6KqYe8iNBPm7suODFV9y4koR36kE7/NAXgPAHAhCAAASKSoBvo6Lip3MIFIaAQjA+d8019uPt2+0///M/gyA+4YSJYe1riWWFbyh0Y0/XHjtlyinWuVsrmuwP4lk3V+olcSwhLQGvcBJ5pRXXLc/zQeNS9eVtVlkliXaJeyU9jOfll18ObY5RyMiLLwRvvIeuqN2UUB8bPNcS88o76uij7PGux+2LX1hq0845x44//vhgq9qUPXoQydduuil4vHd37g5hJs88+0y4WFCbWv3Exb9uxCRBAAIQgAAEik0Az3exZ4D+IVAgAvIeN8ycaX/zqU8F4aoH3ShEQ2L6qaeeCluFkUj0Ks5aT5Y8/vgTQpiHBHo0nXrKqeGxyCorz7rEvbzdEuIKPZHoluh1Ya8yesqlBL682iov7/qTTz4ZxLREvFKqztjgrdZSgorrfuyxx2zxksU2e/Ys+8UvfhFs97Jve9vb7Mtf+Yp9+MMfDssN6iZRhdnIDsWta1+eb41dD/shQQACEIAABIpNAM93sWeA/iFQYAKnnXZaEKwPdnQEwa0bFOWxlqCWgH700Uft97//fbBK4SnPPPO0KSLExbREudqQwJWIPv300+2EiSfYv//7v4f2XEi711sNqd2jq44ObchrrpAThbJoNRX17UnrcUv4y9ut8BfdLCpvvMS72lNd2RFNEtZXXrnApk+vty984fPBBpXXRYWvnqJ673nve6PV2IcABCAAAQgUhQCe76Jgp1MIFJeAbsCsnzHDVq1ebTPqZwRRKy/2pEmTwpJ8ehiNYrvPPPNMq64eH1Yyce+3livUzZAnnnSive3tbwueaD3S/b3veW/wMCvuW0kecCWPE5fg1prcegKltq+8rJs39weBrJAThalIWB977LEhdlvi+6c/+0k6Jl1tSWh7bHhoPPJHT8P8+tdvttqptSEcRlm6OfOll1422cdSgxFY7EIAAhCAQNEIIL6Lhp6OIVBcAhK6ei26+mpTCIo80RKoU6dOtSmnTLF3vuudduppp1rd2XVBzKqsViaRIH/5pZetp7snhHIodERx3KlVUVxwp8pKVMuz/Za3vMUmTJiQEtfHHRseHz82rIqSWr1EJNS+0vPPP28PP/xweFKmC355sPWQoClTpgwKTV7z5V/6ks1unB3aUz3Z/Na3vnXQemRCAAIQgAAECkUA8V0o0vQDgYQSkIdbAnzu3Ln2eu/r1tPTEwSzQjUUWqL8VNiHHiF/sP3yl7+00884PTwAR+t0K8yka0+X6UmaqaUAx4Ty2nfxrCX/FKKiGHOJcL9RM+XJfj0seSg88pbff//9oU95zF2Qaw1xhcXIDj83EE7dCPq3//t/2z/8/T8Ewa7lFM8999yBinMeAhCAAAQgUFACxHwXFDedQSCZBCSwz21oCC/d4Pj9738vLPGnWG2FqKRuoExdqz/x5BO2vX17ENES6DVTakJ8tpb5kziWt1ui+4gjFKedChNRO6++9mp4kqbKSHS/+sqrISRFRLQut5LE997u502rnejhPjqvNrQay4KWliGFt9OVQH//Bz4QQmvkmVecOgkCEIAABCCQBAKI7yTMAjZAIEEETjnlFPvrv74sxGZv3bLFHnjgATv1lNNCHLaeZDm+erw98sgjQZQrzOO5554LS/rp5kkJa62prbhsieaJJ0y0D3zwA3baqacFgS5RfOD1A+EGTHnKJdjlIe/tTa01Lgzjq4+xp595OghxiW+15aErw8UkkS/hPZS3fLjtUh4CEIAABCAwUgKI75GSox4EypyAvOGzL7jAPnjeedbV1RVCUBSGcoi81q+9Zq8fOJAS5G8s66cH5kw88cQglnUjpQSv4sAlfrXEoIT2008/bXfddac9+ttHw1KDRx15lOkhOVqZRCudaFnAZ597NtyE6U++lPhWqIrsGUlCeI+EGnUgAAEIQCBfBBDf+SJLuxAoEwJaBUWrn8STrzqSrbjVKihaTeXCC+fY9753n517boNt2nSX7evZFzzb3//B98JWIlxtqv3D3nh8/VUtVwWvetwGjiEAAQhAAAKlRgDxXWozhr0QSAiBbEV33Nyamhr7q7/663B60aKrw1ZC++abv2633HJLWHJQN1sqZEQecW1rzz473gzHEIAABCAAgZIkwGonJTltGA2B0iUg0e4vH4WOL7vscpt1/iw7+GA9qn5seOmGToWcnHjiicRtOyy2EIAABCBQ0gTwfJf09GE8BMqHgFY0uWaxHiM/2+666y7reLAj3Nx5xSc+EZYpLJ+RMhIIQAACEKhkAojvSp59xg6BhBGILnnopnlsuR+zhQAEIAABCJQyAcJOSnn2sB0CFUBgpLHlFYCGIUIAAhCAQAkSQHyX4KRhMgQgAAEIQAACEIBAaRJAfJfmvGE1BCAAAQhAAAIQgEAJEkB8l+CkYTIEIAABCEAAAhCAQGkS4IbL0pw3rIYABCAAgTcI1NRMGhaL4ZYfVuMjLJytTZ2dXSPsgWoQgEBSCCC+kzIT2AEBCEAAAiMmUAmiNFuBPmKIVIQABApCAPFdEMx0AgEIQAAC+SSAMM0nXdqGAARGkwDiezRp0hYEIACBBBHo6tpjy5Yts6qqKlu2bHnYJsi8UTOlErzeowaLhiAAgaIT4IbLok8BBkAAAhAYfQJ79nRZY+MsmzRpkkmE19e/b/Q7oUUIQAACEBg2AcT3sJFRAQIQgEDyCfT0dAdvtyzdvn27zZ9/RfKNxkIIQAACFUCAsJMKmGSGCAEIVB6B2tpa27hxg+3cudMWLlwUXpVHgRFDAAIQSB4BxHfy5qTsLeLGqLKfYgaYIAL79u2z1atXhfCTefMuSZBlmAIBCECgMgkgvitz3os2am6MKhp6Oi4jAsO5gD366KNt0aKrDeFdRm8AhgIBCJQ0AWK+S3r6MB4CEIBAZgK64fLyy+dbY+NsW7XqhuD9zlySsxCAAAQgUEgCiO9C0qYvCEAAAgUioBsur7hivin2W691624uUM90AwEIQAACgxFAfA9GhzwIQAACJUpAgvvb395s69atCyPYvPneEh0JZkMAAhAoLwLEfJfXfDIaCEAAAmkCEuDt7dvTx+xAAAIQgEDxCeD5Lv4cYAEEIAABCEAAAhCAQIUQQHxXyEQzTAhAAAIQgAAEIACB4hNAfBd/DrAAAhCAAAQgAAEIQKBCCBDzXSETzTAhAIHyIqAH5yi1t2+z+voZYV9PtNy+vd327NlTXoNlNBCAAATKiMCY3t7e3jIaD0OBAAQgUPYEJLK7urrS45w1q9G6uvbYrl270uemT6+3+vr69DE7EIAABCCQDAKI72TMA1ZAAAIQgAAEIAABCFQAAWK+K2CSGSIEIAABCEAAAhCAQDIIIL6TMQ9YAQEIQAACEIAABCBQAQQQ3xUwyQwRAhCAAAQgAAEIQCAZBBDfyZgHrIAABCAAAQhAAAIQqAACiO8KmGSGCAEIQAACEIAABCCQDAKI72TMA1ZAAAIQgAAEIAABCFQAAcR3BUwyQ4QABCAAAQhAAAIQSAYBxHcy5gErIAABCEAAAhCAAAQqgADiuwImmSFCAAIQgAAEIAABCCSDAOI7GfOAFRCAAAQgAAEIQAACFUAA8V0Bk8wQIQABCEAAAhCAAASSQQDxnYx5wAoIQAACEIAABCAAgQoggPiugElmiBCAAAQgAAEIQAACySCA+E7GPGAFBCAAAQhAAAIQgEAFEEB8V8AkM0QIQAACEIAABCAAgWQQQHwnYx6wAgIQgAAEIAABCECgAgggvitgkhkiBCAAAQhAAAIQgEAyCCC+kzEPWAEBCEAAAhCAAAQgUAEEEN8VMMkMEQIQgAAEIAABCEAgGQQQ38mYB6yAAAQgAAEIQAACEKgAAojvCphkhggBCEAAAhCAAAQgkAwCiO9kzANWQAACEIAABCAAAQhUAAHEdwVMMkOEAAQgAAEIQAACEEgGAcR3MuYBKyAAAQhAAAIQgAAEKoAA4rsCJpkhQgACEIAABCAAAQgkgwDiOxnzgBUQgAAEIAABCEAAAhVAAPFdAZPMECEAAQhAAAIQgAAEkkEA8Z2MecAKCEAAAhCAAAQgAIEKIID4roBJZogQgAAEIAABCEAAAskggPhOxjxgBQQgAAEIQAACEIBABRBAfFfAJDNECEAAAhCAAAQgAIFkEEB8J2MesAICEIAABCAAAQhAoAIIIL4rYJIZIgQgAAEIQAACEIBAMgggvpMxD1gBAQhAAAIQgAAEIFABBBDfFTDJpTDE7u5uq6urtRUrrutjbmdnpzU1XWo1NZPSr3gZVVi7dk2o7+VUp61tU5+2OIAABCAAAQhAAALFJoD4LvYM0H8gsGDBlSYBHk9+vq3tbuvs7LK1a2+y9etbbfHia9JFJbIlyJuamkMZlVNSXYl3EgQgAAEIQAACEEgKAcR3Umaigu2Q17qjY0c/AhLOOt/c3Gx1ddNC/pw5c02vrVu3pMtv2bLFampqbMmSa9PnVq68PuxHy6Uz2YEABCAAAQhAAAJFIoD4LhJ4uk0RkDiW17ql5ap+SFw419XV9cmbNm1a8Gi7YFc5F+deUGJcLwlzEgQgAAEIQAACEEgKAcR3UmaiQu1YsWJFCBdRyEg87d69O5yqqZnSJ6u6ujocyzOuUBVtJbTjqbp6PGEncSgcQwACEIAABCBQVAKI76Lir+zOFbfd3b23T7jIcIhkE8/d2ZkS8Gq3vb09fdOm35jp29ratw+na8pCAAIQgAAEikpAv/r6d5j/UuwG6d4oz2tomIEjysEkZHtQQuzAjAojoH8MqdftJk92ppstRxtJfX19uCEzU7v6J0WCAAQgAAEIlDoBLULgixLoV+H16/8j46/DpT7OUrYfz3cpz16J2i6hvWbNjcHj3dAwc8SjyBRqEm8sHrISz+cYAhCAAAQgUC4E5AHXSl9KCO/kziriO7lzU7aWyeOtkBHdaOk/i2mNbyWtfKJzEuhTpqRivaOhIyrjXnL9Y5HXXNtMISgKaclGoJctaAYGAQhAAAIVQ0DCW8+4UBpIeOu7UuLcv3sVkhJ9JoaOlafv4miKhrioDdVRuUzP3YjWYz8zAcR3Zi6czSOBBQta0utxa01uvTo6doYePU+i2r3iHR0dfazZsWNHEN2+wonK+conXlD/HPTSyigkCEAAAhCAQDkT0Peke7w1Tj0TI+580nfinDkX9BHbOqd6Lrabmz8WMLW23tYH16ZNqYfW6ftW7WrJX313R5f47VOBg0EJIL4HxUNmMQnoAy6BrRAVF9e62tYrujrKzJkzg9D2GDfZrH0J+Gi5Yo6FviEAAQhAAAL5IiAPtP8qrD5aW1v7daXvUpWRgHbHlz8Tw/MkqpUkyv0mTtVx77ieu0HKnQDiO3eGtJBHAitXrjTFbc+Zc2H4iUtX6PrnEL3a9mP/GczDVvRPRQKcBAEIQAACECh3Au6R1jgV3uni2cftx9EQEndaSWDLyRVtw5+TofLKj+Z5m2xHRoDVTkbGjVqjTEAiWVfi8STP9/r1t8dP9ztWuIpeJAhAAAIQgEClEZAw1qom+i51sSxhvXXrtjQKebMHS54/d+7c4OmWgJejy0NOPCRlsDbIy44Anu/sOFEKAhCAAAQgAAEIJJKAfumVAJf49idGS0x7LLeMVr6SBLWHnUS3HqapX5PVjrzdEuAecuIhKYkEUGJGIb5LbMIwFwIQgAAEIAABCAxEQL8Cu9BWLLjfM+WLGOhmSj/nq475imPepgtxD0uR8PY2vQzbkRNAfI+cHTUhAAEIQAACEIBA4gj4jZQybPHixcE+ecRTIZ5a9SR1H5V7xt1b7gOJh5goFIU0egQQ36PHkpYgAAEIQAACEIBA0QnIy+2ebnm5JbLludY9VNHwEZ2TUI/fM6XzXl/70ToanC9wwDrfI5vqMb29vb0jq0otCJQPAa2QkumGz/IZISOBAAQgAAEIZEdA8d5aE1xx44oRj4vz7Fqh1EAEWO1kIDKchwAEIAABCEAAAhVEQGJbT7n0pDCVuNfb89iOnABhJyNnR00IQAACEIAABCBQNgQUYuJJ+5melOn5bEdOAM/3yNlREwIQgAAEIAABCJQVAUIw8z+deL7zz5geIAABCEAAAhCAAAQgEAggvnkjQAACEIAABCAAAQhAoEAEEN8FAk03EIAABCAAAQhAAAIQQHzzHoAABCAAAQhAAAIQgECBCCC+CwSabiAAAQhAAAIQgAAEIID45j0AAQhAAAIQgAAEIACBAhFAfBcINN1AAAIQgAAEIAABCEAA8c17AAIQgAAEIAABCEAAAgUigPguEGi6gQAEIAABCEAAAhCAAOKb9wAEIAABCEAAAhCAQF4JrF27xurqaq2mZlJ4NTVdam1tm/r02dGxw3Q+WkbnMqXOzk6bM+fCdFuZyqjPaHtqd/Hia0x1i5kQ38WkT98QgAAEIAABCECgzAlI8K5Zc6MtWXKt6fH1/gj7BQuutK1bt4TRSxBLKCt5merq6nAuk1hW3blz56bbWrHiuj4U1Zb6nDlzZrq9tra7g/CeM+cCG0jU92kkTweI7zyBpVkIQAACEIAABCCQVALyCvf09OTdvO7ublu/vtXmzJlrTU3N6f7Wr7/dJK5bW1vDudbW28JW5z1JrKu+5/l5nUt5yVPtNTc39/FmS+xL1K9de5MtWNDi1ayublo4pxOLFy9Ony/0DuK70MTpDwIQgAAEIAABCBSRQHt7u8lT/NWv/t+8WyGBLU/2ypXXZ+zLvdoS2h0dOzOWiZ9UmxLSEvVKEvA1NTVhX+3pfEPDzPDKVFd9NTQ0xLMKdoz4LhhqOoIABCAAAQhAAALFJ7B06Rdt4sSJ9m//9q8F8X5nGrFEsjzYdXV1mbJDnjzYEtrNzR/rV0Ze7U2bNoWYb2VKUCt5GIvCTQZK8sB7+YHK5PM84jufdGkbAhCAAAQgAAEIJIiAvN67dz9mp592hh1++OEF8X5nGr7isZUUMhJPupFSN2dKSEsou1c7Wk7nUjHcXRYNVZGgV5JoT2pCfCd1ZrALAhCAAAQgAAEIjDIBeb0nT06FaEyaNLko3m/Fmys0RN5nhY/Ek4tqbVXOb8SMlyvV44NK1XDshgAEIAABCEAAApVIQEvmjTQdcsgh9u4/ek+oXnV0VfB+v+Md02z//v0jatJXLsm2spYXVLy5boSM3gyZqb6EuW7UlABXmEomD3i8nnu83QMez0/CMeI7CbOADRCAAAQgAAEIQCBLAsMVvN7srFnn2+uvv+6HYSvv9yOPPGz337/Dqqqq+uSN9oE83i68s425flNM7zWzlMd+MLsk1tXHli1bBhX3KqNY8mwE/WD9jSSPsJORUKMOBCAAAQhAAAIQKCECHut93LHH9bHavd/5XPlEXmiFjkjwSnRnEt7Kb2iY0cc2HaiuBHhNzZR+eZlOqKzixBUv7jdfxsupL3ngiyG8ZQviOz4jHEMAAhCAAAQgAIEyIxCN9Y4PLd+x3xK7EsIS3QOFmrS0tITQEnnHPUkg69XSctWwbqBUP1pqUA/iibantcF1M6dsGWjpQ+87n9sxvb29vfnsgLYhUAoEFD830p/xSmF82AgBCEAAApVLYOfOnXbBBY1DAli6dJldfvn8IcsNp4DEs0TwQEmeal/fW2W1Zrd7rBXzrdVQog/nGaidTOclvPWAHl9LXGXUlsR8sbzesgHxnWm2OFdxBBDfFTflDBgCEIAABCBQFAKEnRQFO51CAAIQgAAEIAABCFQiAcR3Jc46Y4YABCAAAQhAAAIQKAoBxHdRsNNpqRDo6ekx3SFOggAEIAABCEAAAqNBAPE9GhRpo2wJLFz4Wfv4x/+XSYSTIAABCEAAAhCAQK4EEN+5EqR+2RLo6tpj//3fP7DDDz/CbrppbdmOk4FBAAIQgAAEIFA4AojvwrGmpxIjsHTpUjvxxJPs5JMbKu7AAAAgAElEQVRPtnXrbsb7XWLzh7kQgAAEIACBJBJAfCdxVrCp6ATc633SiSdZ6ulfeL+LPikYAAEIQAACECgDAojvMphEhjD6BNzrPW7cuNC4vN9f+9pN9vjjXaPfGS1CAAIQgAAEIFAxBBDfFTPVDDRbAlGvt9eR9/uII460GTPqbfbsWbZ69SrTE8NIEIAABCAAAQhAYDgEEN/DoUXZiiAQ93r7oCdPnmyHHnqoffKTC6y7u9vmz7/camvfHrYbN24wiXYSBCAAAQhAAAIQGIwA4nswOuRVHIFMXm+H4LHfjzzysC1bttza27fb5s33Wn19vW3evDntFV+2bClrgzs0thCAAAQgAAEI9CEwpre3t7fPGQ4gUIEEamomWWdnl33iE1fYd7/7HTvqqKMyUnjppZdszJgx9vDDv86Yv3nzPUF4S4z39HRbff0Ma2xsDAJ90qTJGetwEgIQgAAEIFBJBJqaLrXq6mpbu/amPsPu7Oy0xYuvsa1bt4TzdXXTrKWlxebMmdunnA5UdsGCK62jY4c1NMy09etv71dm7do1tmXLlnR7KtDU1GwtLVdZTU1Nv/KFOoH4LhRp+kk0ARff8nzv2TP4TZVVVVVWW1s75HjUlkS4npDZ3r7NFLYyfXp9EOKNjbOHrE8BCEAAAhCAQLkRkGCWuJZgjovvhoYZVlMzJS2k169vDWJcwlrlo2nOnAtt7ty5tmBBi0nM19XV2ZIl16aL6JyEuYS2yijpeMWKFWGrNiXui5EQ38WgTp+JI+DiO5+GSYTLM759e7vt2rXLZs1KecTlGccrnk/ytA0BCEAAAsUmIOG7ePHi4MmWdzsuvl1oS5BHPd11dbXheOXK69ND0H1XOt/RsTN40NvaNtmmTZvSYl7tq71Mol11XeS3td2dbrOQOwcVsjP6gkAlE1BsuF5K8oqnxPhmW7XqBquqqk6Hp+AVr+R3CWOHAAQgkB8CcjINlRR+ma8kT7S80BLWEsfDSRLM0aSQFXmtJbDl1W5tbQ2eb5VROIrOS9zHveXKV115yHfv3h1tsqD7iO+C4qYzCKQIyNM9b55el4QT7hXXEoZXXDE/7RVXmEo2IS5whQAEIAABCAxFYEb9uQMW2db+owHzRiNDHu1MYtjbViy2RLRe7vmWiJbwbm5u9mLprdpTCMuKFdeFdj3kxOPFZ87sG6aSrvhG3Hf0uND7iO9CE6c/CGQgEPWK9/T0hPAUCXL3iis/dePmDFPMOQkCEIAABCBQSgQGE94+jpUrV5piuaNeeonqTHV1w2SmsBH3ksvDndTEUoNJnZkKsEvxX/oZSh8yvfzmiOjQ9fNRtIzK6So3nnRHs+K/om0pBqwUk8S1POKrVq22nTt/aevW3RJu1pRX/Oyzp9oll1xst9yyjof8lOLkYjMEIAABCGQk4JpAYSQKf9FL4rq19TbTd3w5JcR3Oc1mCY3FRbVM9g+ZrlIltJXnST8p6SpWH0CV089M+hkqGi8mkS1Brp+svC3VV91oW95mqW0VdrJw4SK755577cEHdwVhrqdrSoTX10+3RYsWBk+5POYkCEAAAhAofwLuaPJtfMR+3rfx/MGOvY5v42X9vG/j+SM91iokSh4+on3FdcvrvWbNjVk36x5v94BnXbGABRHfBYRNV28S0JWsUnRdTn3g9GHxPAlnXQkr1suXA1IcmF4e06U2tIanfn6KfmD9ruhouTd7L929TF5xiXN5wuUVnz17lslDLnFOggAEIACB8iTgjibfxkfp530bzx/s2Ov4Nl7Wz/s2nj/SY33/a5nBeJoyZUrQBtID2SRpBAlwaYPBkpx2xXLQIb4Hmxny8kZAQllLBA2WXDhr7c5omjZtWvjA+AdR5VycezmJcb2G+vB5+VLdSnhffvl827DhjuAVl4d8z5494ZH3tbVvD17xjRs3GF7xUp1h7IYABCBQGQT0Xd/ZmXkFEonp+Pf8QFRSv6I3Byed64h4Wf3Krl/NpROKkRDfxaBOn/0I6IpXoST60DQ3fyzk+zJA8SthlVHSFavqaZvpA1RdPb5oV7X9BliAE/KKa5lCxYq3t28PglziXOIbr3gBJoAuIAABCEBgxAS0DKFSNKxUTjb9Gu552TYuB5/CVRR+Go0XV3u6oVOi3H8hz7bN0SzHaiejSZO2RkRAHwT3YutGi0xCOlPD2fxcFL2K1uohH/nIvExNleU5CW/3jMvzradsisH8+ZdbT0+31dfPSK8tzkN+yvItwKAgAAEIlAwBffcrFFWx34onV9I5OeT8CZXDGYzakvCWeI8u1KD7w3T/WLZaYzh9ZlsW8Z0tKcrljYAvFSQBnlrxpKNPLPhodazl+hSjlin5Bz1TXjmcc6+4POPLli0PD/nZvHmz6XX11Yts6tSppjXFle8PAiqHcTMGCEAAAhB4k0C+1/J+s6fB9wYKO1VoSfResMFbGTpXon0kwn3olnMrgfjOjR+1R5GAPnS6UUKrmWTj1c7mqjUesjKK5pZ0U/J0K1ZcLyU99l5eca2cgle8pKcW4yEAAQhkJDCQ8yljYU7mlQAx33nFS+PDJeDx3N3de013OCtFQ0d0rDhvJYlvldc2k1hXG9kI9NBYhf9xj7hixTdvvjd4v+UVnzGjPqygsmzZ0iDQKxwTw4cABCAAAQjkTADxnTNCGhgJAYWXNDTM6FdVwjolqKekn2jV0dHRp9yOHTtCGb/zWTdVeMy4F5QY10sro5CGR8C94nq4jzwlS5cuDw1oCUOF5yhmXEsbdnXtGV7DlIYABCAAAQhAwBDfvAmKQqClRU+w6uxzF7KW/dFLdzW7R1sCW4vru7j2MrphwtPMmTNDW9E7pH3llGg5L892eAQUA644cT3kZ9u29nCTpkJUGhtnhYf84BUfHk9KQwACEIBAZRMY09vb21vZCBh9sQhISLe2tqYfmCOhrQfqRAWzRLfufI6u1an8+BJBuqNZIt1DUtSWBL5iyLNJ8ugSD5cNqb5lJMIVL759e7vt2rXLZs1qDCErunlTK62QIAABCEAAAhDoSwDx3ZcHRxVKAPGd+8QrDEVi3AV5VVV1EOKNjRLkM0wrrpAgAAEIQAAClU4A8V3p7wDGHwggvkf/jaBH3N97r5YzvCd4xadPnx6WMsQrPvqsaRECEIAABEqHAOK7dOYKS/NIAPGdR7hm4fH2vpyhtnjF88ub1iEAAQhAILkEEN/JnRssKyABxHcBYZuZe8X11M3t27eHh/xouUPFjBMrXti5oDcIQAACECgsAcR3YXnTW0IJuPjWNpvEzZnZUMquTE9Pj0mEa11xxYvrIT/+pE1tiRXPjiOlIAABCECgNAggvktjnrAyzwSi4ntG/bmD9qbH8yK+B0WUU6a84lo9JbWKCl7xnGBSGQIQgAAEEkeAx8snbkowCAKVTUBhJ3pdfvn8ECvuXnE93Edeca2cklpBpd70QCASBCAAAQhAoJQI8JCdUpotbIVAhRFQyIlCT1atWm3t7dtt8+Z7w/KFClGZMaPeZs+eZXrIj8JVSBCAAAQgUBoE9JTrBQuu7Gesnu2hPP0arZf2/SF78cJ6UN+cORemy8XzdaxngETbU5t6CJ/qFjMhvotJn74hAIFhEZCnWx7xdetuCaE/CxcuCvUXLVpotbVvN3nHN27cYFpznAQBCEAAAskjINGdSVBLEEsoKym0Uy897VrnMolltTN37tx0GOiKFdf1Gazq6eF7qadgp9pra7s7tDVnzgUZbejTQB4PEN95hEvTEIBAfgnIK75s2XK84vnFTOsQgECZENC9NEuXftGuvXZx8AoX0lEhwS1PtQRzptTaels4vX797ensJUuuDU+u9jzP0NOsU17y5nBKT8eOCnR5t/Vk7LVrb7IFC1q8munp1zqntHjx4vT5Qu8gvgtNnP7KhoC8rQp50A2CpOITiHvFly5dHoxavnxp+FlSXvFbblk3LK+4VmJ529vOIqyl+NOLBRCAQA4E9L/sggsa7dOf/pTdd9999sMfbrFbb73FzjvvgxYXtjl0M2hVeaIlvOf8/+29f5Bc5Xnn+3IhOIFrJGI7gBGjGGxnjRjt4iQOwqNKar1rDJKz2cRA0Njl3UCyaFy7dSUSI3nvXUTFRqJqkWr3LhJJsNd7wwy2RKqStUQA/7O7miDtrbuJrTHCdtkOGonYSUiQhHEcMJ5bn9N8e54+c/rXTHfP6e7vW9VzznnP++N5P+97Tn/7nee8Z0Ox+EZoz8y09n3KjDhCempqMqtzcnIyjYyMZPuIcOLHxtZnn7xR5KWusbGx/KmeHfuBy56hdkWDRgD3B97gyE0tBolxr1cdqfR+f926dZl/ODUzu1N57f2TaffuB7KX/OihTWbP64X/+B//Q3rllVfSpz712+ngwcfrJXO8CZiACZSawK233pxeeOGFtHb0H6Zzzz23auvL33s5/bt/93+lK6+8qnq/rJ7s8A4zzgjiVgOz28xgI5bHxz+8IFtlVvvOhLsJ5SKoCcx4E3A3qRc2barMmNc73+14i+9uE3b5fUeApQRbCVqVI58WQb5///5sZQ7SPPzwZ7xWdR5Sj4+ZFb/5Zj63ZDVXhPgTac+e3enXf/2O7OU+iHUEuVZQ4UfVf/kvn03veMc701e/+tVMvJPGwQRMwAT6iQCuJt/61rcWCG/acOEFF6a3ve3K9Fu/dVeann66q81qR3jjniK/cNxGNKsdDSQOH+58QLQTEO1lDRbfZe0Z27UsBDqxfjcPAfJhtvXkyVM1wpu4AwcOZG90RJhL6C1LY4e40qJZcQS5ZsU5/93vvpR+7Md+LF288uJ06aWXefZ7iMeLm24C/Uzg6aefThdf/OM1M96xPW9+05tTq5NOMV839yWqK37drHgyk6IveDfr7kXZ9vnuBWXXMZQEENb5mdKLLqr8Esf3mKXy8EN2WF4ClVnxW7LlDJ955tlsJZW3vOUt6Ytf/GL1x9Fll16Wnn32Wft+L29XuXYTMIFAgGXz8qEoDv/n885rPtdalLfVuLwdnTrGrxsfcVxJ4gOVjcrXjLdmwBulXa5zFt/LRd71DiUB1q1mVnz//sey5ZFYMi8GRPktt3woc4fw2tWRTO/2+Y/Ea6+9lt74xjemi954UVYxPpKXXfbWND5+m/und13hmkzABBoQKPpPbVHc1q13pZdffrluSTzX8qM/+qPVJftiwqLyiuJink7vz4vp0y0VjVgnz+HDFd/vepnwFW9V0NcrY7HxFt+LJed8JtAFAvgc45fML/Y9ex7wTGsXGDcrUr7eeZcgZr/POeecdO21704nT55MrHbDrJB/LDUj6vMmYALLSeCDH/xg5kZ39qXaxQFk058/9+fpl3/5l3W4bFtWQxkbu35B/XwfIqZHRlYvOFcUQVoeqGS2XA9f5tNR16FDBwt9yfNpu3Hc/P8Q3ajVZZqACRQSqLhA8GBg4ensRTK4rshnWQ8QFqd27GIIsMIJvt6a9VYZmv3+kz+Zrq58olVU+C8FD9k+//ypdN1116V1667PHuJkFt3BBEzABJaTAN8rvA+BVU14SPHNb3pL5v/NSienTp1KF154QfrEJ/7P5TQxq3tiYiJ7oQ5vpdTa3AhkPhMTH2vrAcrKsoUz2Vs0yavy8CFnfW+2y+lDfs7c3NzcshPvogH4Oh08eLDm1w//kqCT8SVyMAEIMIPZ63+lLZY8SxkePXokW+JQb3ikLGZsOZf3M19sPcOYD4Y//dPXpksuubTmQVmxwB3l2WePp89//kAh5yjGEeRnz57JhDh9ct1165LFuEh6awIm0GsC3JNY1USuFriaMOON8MYlspdhdHRNtjygXnijuhHarNmtGWt0Gi/QWezSgAh51jFXm6mHshDkRSuoyI5ubwdafPNvBTqQXzxa/5F/X7BuJB1MnH4NdRu0yy83gX4S3/VIcmPlhTLHjx/PVlNBmDdaw7peOcMcj3jmh/kPf/haQwz/+l//m5bYWow3xOiTJmACJjCUBAZWfONIzy8eflUVvU0JAc6s+K5d9y/6F9VQjpgBbfQgiG91jWbAr7hiVXW1Ds4dOMDa42c9AytQy7C1GF8G6K7SBEzABEpGYCDFN7PbOO1XXj36aCFypcExn4XlN2++M5sNj2Kd2XHi+RcF6SvO+0/X+B3hN8Ri8BLxHO/cubP6LxOEP3mJj69Nzf8rhHSUgT0EyiTwKta9ex/MyuBc9F3KEvhPRwgMkviuB4QXLbDGOK4puEMcOfI/e/6vxnq2DWu8xfiw9rzbbQImMMwEBnK1E0QzgrfRq0URsohz/ID4IHzx/2HGnEB+9onjHD5HxDFbHgP+5JSFeKYcXF0I+A/zIY98l5QP4U3ZvC6VNIj/mFfpEOwslVM5fyqrg3y0z8EE2iWACwpLGx45cjSxnnX08UOQs2rHjh33JEQ6otCh+wTiGuP0y5NPPpW9ZZP+YA34NWvelW1ZgpI4BxMwARMwgf4nMJDiG8FL0CxyvW4aHR3NTiFySYvIRgTjksKMt0Q5iXgtKmIdx/0YEMKcIz8z1IT4AAH70Q7KREAj1uVvXhH4u7LZcYR5DHE2nFlvwrFjx2IS75vAkgnwIOCWLXdlYxWh9/DDDy+5TBfQPgGL8faZOYcJmIAJ9BuBgVxq8PTpykLsUfS20jGIaFxMNLuNOCZOARcQzTwjnpnRRkzrYU6OEeixXvaJQ+ATNAuen5VXPma6JcrJG5/GjeXKJm9NoFMEtHxhXEFFZTMjjs84Ip1l9G6//Y6amXOl87azBOaXnrwlKzi6qfADyaupdJa3SzMBEzCBXhAYyJnv1asrC7EjjBuFmZmZ7DTCVwH3EgXcQmJAFCOAcTUhRJcTjplxLxLIMU6z8syu42ccP5zT+Viv901guQmwRiwuEVpXHNEXAyut2FUlEunOvmfGu8PVpZqACZhALwkM5Mw3s9LMUMdZ5CKozEYzsxxnl3lYkoBgrqyIUvvAJjPjuIYg7JnFpi4F8hQJ/iioJcTjg53K760JlJmAZmGLbMRV5amnnkyXX74q81lGrDt0n4D6RD+K4sz47t0PZAbwnwqvM979vnANJmACJtAqgYGc+UbgIpIRx3IhyQNBWCOK5UfNeUQ1eXAjIZ79vA82ricE8iO0dUwcLiqzsycWzF7L5URp2Ob9trGFRef50eBgAv1GgAc5eXiYbX5tcR4U3LNnd2J23KG7BOLMOA/V7t//WCa8Yc8DtX6As7v8XboJmIAJtEJgIMU3DUdAMyuNSI6CFpHLw5SIctIg0gkIaR6YxAUF9xL5exMXZ7M5j8hGmDNjHn3CJeQpX4HVT+LMN3k0ey5hL5v40aAylN9bE+gnAhWf8HULTGaM8wIg3KyYJXfoDQH6A/98fhRZjPeGuWsxARMwgWYEBtLtRI3GtQORjW82X/oKiPJDhx7PhLbiJJjjSiWsNLJhw42vrwH+uJJmyw4ivqPLCScR1lNTj2brfKs+0iDQowCnXPzSWTlFPwxIMzX1uUKf8WrF3jGBPiSAAFyzpr4bytatW7JWkc6vYO9uB1f6oiLIqYn/Shw9eiT7r4TdVLrL3qWbgAmYgAgM5Et21LhubRH0zKjnBXy9+njhz8jI6kyY10vj+OUlwI8l3CYcek8gCkB8lnGViGuQ996i4a0x9sWRI09nIHAj0ko4uLU4mIAJmIAJLI2Axfci+PH2SWa54yw5xeBigs838VpBBdcSZreZEY8uKouo1lm6SMDiu4twl1A0YvDGG29IV199dTYrzoOFzN469IZAXoxfdNGKqhBHkFuM96YfXIsJmMBgEbD4bqM/Ede4myCiEdhauURF4FpSEdrzb8EkLcsX5l1UlMfbchCw+C5HPxRZcfbs2ap7BDPi+DArMFN+5sxZC3IB6fLWYrzLgF28CZjAUBCw+B6KbnYjmxGw+G5GqJzn9TZO1h1nRnz37j2eje1hV3VTjG/b9vH0kY981D+setifrsoETKA3BCy+e8PZtZScgMV3yTuoiXla3xr/5OgvzhKHuKwgzFt1kWAsNAt+PqCYUKfEOEsj3nrrzWnt2rXp4MH5h92La3WsCZiACfQXAYvv/uovW9slAhbfXQK7zMUyM/7kk0+ko0ePZiL8iSeeamoRY+H6de+tm+7pI3/ih3Pr0qk9sVgxvnHjTemFF/4mvfDCX6ff//3JzM+8tmQfmYAJmED/ErD47t++s+UdJGDx3UGYJS0K3/E4K44oR5zzBkiWOOQBQoLFd/c6sBUxzqz3Rz4ynq79R+9O3/7Ot9PKlSs8+929LnHJJmACy0DA4nsZoLvK8hGw+C5fn3TbIsQ4AlyCkAc5WU3F4rvb5OfLF3sEN0sbsprK3//999MFF1yYVl2+Kr322mvpz770p579nkfmPRMwgQEgYPFd4k7kzZqsJ759+/Zs6UJeU88yh7yZkzdwOnSOgMV351j2e0kW38vXg48++mj6t/92e/rpd/9MOvfcczNDTj1/Kp0+fTrdfvvt2TE+/Ij0K65Y1bIf//K1yDWbgAmYwEICA/2Gy4XN7a+YQ4cOZksbprQ9M5y1w/2gV3/1oa0dTAI84MmbORGBPMyJIORhT4elEZic/P301rdeXhXelHbZpZelb3/7L9LJkyfTFVdckbkKEY8fP+Hyy1dlQlx9QRxuRAS5EmUH/mMCJmACJSFg8V2SjrAZJmAC/UOAlVO2bLkrIcJPnTqVcGGJAXeWAwcOvL7KyqpMmEd/85jW+xUCuJ589atfzXy9IxNmwC+77K3p61//WraU5JYtW+PpzG0I/uoLRDouLMQdP348S1uZLb8omylHwK9aVZk1p0/80qYanD4wARPoAYHSiW/eCDk5+UjC5YKAewVuFgq4XuzcufP1GWEejhpJ4+MfrrphMFu8efOdWZ7Dhw9X0/Gym1277s/SUxbpJicnq+d5Yc7ExMeq5ejNlPlXyOP2Ucn/eIpuILEuXqiDzbxwh3oI8cU8jfLprZnkxQYCdVLmxMTEAreTZjx48c/o6JqsXexPTVVeAMQseqW8jVkd/mMCJtAegcqsamWGNZ8TQSdRfuDA/uxBzzgzzoOeiENEIULeAjClT33qt9Oll15WM+strsx+4/uNQM/PZs+zK+4LyiAf4ejRyvbJJ59MrA1/8uSp9Pzzp7Jz1113XbblAVyC3VsyDP5jAibQBQKlEt8SvBLcEtK0GzGLIOctkwjHmZlnsjdMKg9poh/03r0PZnl4rTsCFUHOBzGNCMWXGkErNw6VgwjftGm8LdTUhbCnLsQtZWM7NiOmqR+7EdSkU+CYNNFG0nFM/MqVK18X8I9Xfb6Vl207PGgffGgv7YcFdvKjIP+mzliH901gGAmwnOBSAoJab+LMz9RSLjOuiG9EOGH//seq1Sle4i8vNqsJB2znG9/4Rvre976XZmdP1G3Zl770ZwvEd93E4YQYahtOZbsw5+FPBLlmy9U3xL/00ksN3Vv4AeD/bOSp+tgETKAegVKJb0QsM9kITwLiGHGIoCUOsUqIr3ZHUB47diyRN4pm8uoYsa5yEJ68Ip4tL3BQoJwo3hXfypa6+BCoEzupU+Wxz4d6YyBPTMMMPnn1CvuYtmi/HR6RK2J748aNWT3UJduL6nCcCQwbAf0g72a7WVWFUCTMVe/87HjlzZ2KRwziYoGPcz0xqbT9tP3qV7++bOYinMVS/6HI901FnM+7t/AdsmfPAw3dWyj36qsrwnx+hn7ZmumKTcAESkKgNOJbgjgvBJkFViANIjY/U7t+/fpsppnZZp1bvXq1smVbxXOAEEeMHjx4MBPh7Ofrrcnc5CBfF8ljfTrmZh0DdscwNjaWHc7MzGQ2xnNF+63wULvgFkPevnjO+yZgAstHAMGG8MuLP1mE8EaYy2Xi937v4ZqHPRGJBIs9EevMdp5nc/eW48eZRT+bubvg/6++whK5tyDKuQ/rPxxevaUz/eRSTKAfCJRGfEuY1hOFnOdTdF5x9c7nO4L0U1Ofy3zLmTFX3QhVZtgR470Islt1jYxUfjCwrFaz0CqPZuX4vAmYQH8RYGZWs7NFlu/ZsztzocCXmZVAjhyprAqitIjzeSGpWG87QUCz59rmy2zFveWNb3xj1j9Fq7fQb3ZvyVP1sQn0H4HSiG8JUQnhPErO8yk6r7h2RDNpEdp8yI8Ixy8aP2r8wpcjyNcRX+9modM8mtXn8yZgAv1B4OGHP101lFnyGBDed9xxe/aQIcL8lltuqTvDHvN5vzMEWnFvoc+YKWfLQ7t8P+HeQtDyipXZ8vnVW+ze0pn+cSkm0CsCpRHfevAPV4oYeCgQn2/cT0gj9xSJddKy0ggB1woebmw3UBYiHOGdr1/CXmUikDVDrbjFbvFVl1sIZUxPT2dFjY6OtlRkKzxaKmiZEtGvrDijPuMHUVy5BrPoE8ZA7Bf85OmvGPjhFP+LAZvx8fEavjG9901gGAjw4GcMzJxqJhwhvmLFRfF02rHjnvSZz3y6+nDhPffc61nyGkLdP6DPKv3WunsLfdnMvUXLK9q9pft96BpMoBmB0ohvDGWpPx4i1MociDL8uBFSfBC9GzbcmK3UoYcuSauVRRBvEnKNGk56LUeoBx6JQ+BJDMv/GnFI3QRWIsmL8Ub1NDuH7fiL85Am9SMe1Vby6gcGAnTFioWz4QjQZjw6aW+z9rRzXqvCwF//aYCHHiJVv9BPBC35CCfEOO3SyjHEkS+KcvqKvNPTTy/KjYhZp//0n/7v9Kd/+mfptdd+kK666u3pX/7LX6s+lNVOW53WBMpIoMj1ZMeOexMfxBwuEqyJHcO6dddlgp2ZVlxftKJLTOP97hOQW4u2+Rrl3kK8lldkyUsCfcvqLXJvIU7LK+rlRHZvyVD5jwl0jUCpxLcEF+t8S4QhTCWyENfMgLPON2tXE+Q+orytkEJgUybCWvWQDzGrcphFJw2CmNdN63wnxSx2YANiUuWrfo45z0OhiGIv0XwAACAASURBVMiKPbuydPrTKR4qr5db2q2+U720nf9i0P/s86ODH1P0gx4YhUlcU528HOfLIs/Y2PXZDyqteqN6mm35cvrn//yfZT9+3vKWn0jnnXdetvzYRz4ynu666zerY6RZOT5vAv1KoEiY0xZmzVkzmyX5cImIgevm3nvvyaIQcwi5euIw5tO+7rM6rrftxWo09erul/jo3qI+yD/A24p7i94eykw8P8Tk3gIHldsLJnwnfPCDv2h/917Adh09IXDO3NzcXE9qciVVAghKXpwTxX715JDv8EODmWzWcdcst2a9hUaz5opHZCPO9YIipasXr/Nxyxc/X+rMGP3Mz7w7+y/Lm9/05pgkvfy9lxOrGDzyyFRPv3hqjPCBCZSYgIQ5a2XjlxwfDOVBUN48iTBHxLHcIlsFrsHr171Xh4Vb1l+3+C5E05VIvZxIq7fw9lBEO/dJrYeeX72l0+4t1Hf99esy8f3gg5UXz3WlsS7UBHpIoFQz3z1st6sqKQF+mDCLjcvNiROVl23kfeyjOw7nmCFnRjwfcNXhXDvhP//nz2R154U3ZVx4wYXpbW+7Mt1//670h3/4R+0U67QmMBQENBsaRbcafvPNN2eCHNHGLPkNN5ypEd9K5215CKg/tc1bVuTeoreHdsq95Z577kmXXHJJ+sIX/mvavn376/7weUt8bAL9RcDiu7/6a6CtZUYbsZx/mLJeo1sR1lpBpl4Z+fgvfvGpQv96pbt45cXpf/6/tUu36Zy3JmAC9QnoQcIiYV4/18IzzMbaJ3khl+WIKXJvydsh9xa9PRTXzfzqLXJv0fKKcm/567/+q/Tf//t/S9f+o3dnxeJy6tnvPGEf9yMBi+9l6DVcJPyv01rwzHjjf88MdvR7r021tCO+tG+99eamhZx77rlN0/CFUlmRoGlSJzABE+ggAYQbrivRh5mVPpiF5Zq0MO8g7A4UpR9dFFXvhxez5BVXlsqWY/r0a1/7Wrr00ssS9+QrVo149rsD/eEiykHA4rsc/TDUVjCDrYdK837bjcDgntIsRJcV/nVa70ePHvb6p//0/emRR34/McNdFF48/WK68sorMx/Ee+7Z4dUeiiA5zgS6SGD//scKS5e7A2thP/30kZofx/JdtjAvRLfskXrAN7q3MMHxC7/w8+md7/ipzL7zzz8/cz/x7Peyd5cN6ACB/60DZbgIE1g0AR6q3LTpV7MHHFnJJgaWYSTkXUe04ox8w9kWuaCcOXM68x+PZTbb/5Vf+ZVsGcMX/uaFBUlfeeWV9Nxzf565xfDlHpdZ44sCAc+MTQzM5jiYgAl0lwAzqrxcCGHOD+z8f6U+/emHs5VYrrnm6sRyiTFwjUqcx3jvLy8BfL016y1LNPvN/dbBBPqZgMV3P/den9vOEoua8c4Lb5qm9dVnZmZqWsrLiXjoUssPkg63lRgQ43zWrl0bo5vu86XNjPbXv/619NyJ59LZl85mn7/8q++kLx/7UvrH//h92b9O81/uHCPINYNDRfzbdN26n1tQpwX5AiSOMIGuEkCYP/HEU5kw10uGVCErsLBEIj+e16x5V2JVlhh8vUYavdlHXOPrfdmll9VUGGe/a074wAT6jIDFd5912KCYi/DmAUt8vOu5mjCjjcBmrXWJa2bKK7Pl41UU69evz4S21kvnBPsI9HbX+CYvb9lESCPc/+7v/i77/PiPvylbYvB3f/f3qvXmd/KCnNm4J598qiYZM3C33PKhmji+3P0FX4PEBybQMwJcpxLmXK/xP1oYsXv3A1VhzrXrWdfud03RrLdq9ey3SHjbzwS8zncHew9RyMtjimZxO1hN3xeF24heklSvMVrDu/Ig5s6a18vHFy8pP2/HjK+XR7RPTEwULkGoPHHLrFc9f/CYrhP7CO24vvEdd9yeHe/evadaPF/weTFfPekdExhAAnruolnTenWd5u3gmjx58tSCNf6ZLSfwX6+rr16TvSE0n9fH7RFgLDDh8YY3vKEw49/8zQvpN37jX6WPf7zygrrCRI40gRITsPjuYOfgQsEr6nlBjEN/Eeil+M6T0ax3FOT4pW7dujV7EYnS408e3VoU760JmMDyEtBqHQh0Xh6kgOvZjh070hVXrMqEObPs8aFCpfO2loB41sbWHnEvjPfM2rM+MoFyE/BqJ+XuH1s3BASKvkD493eMR6DfeOMNC1ZxsCAfggHiJpaewPyP4nU1tiK2+Q8W1+/Ro0dqrmkS7thxT/bWXGbMcZPD5SVe9zWFDdHBPM8harSbOlQEPPOd625e+643KDKLzf709NPZChisQ41riQIP+u3adX+2ogb55JfM+fjqePLhFqEQzynO2+UlsJwz34ttObNqW7duSc8882y1CL7keZmFXVaqSLxjAqUlIFcWhDmBt4Dq2uVa5vrmde18D73//Tf4P1+l7UkbZgLtEbD4zvGSiOZFL4hkxDYPBY6NXV+zHJ7WpiY7/smEIreTTZtuy0Q5Ip1yKI+HAdknzqEcBPpRfBeR44HOAwf2Zw+Q6Txf4gTPqImItybQHwRYAhFhznMyp06dypZTlOX81+upp57Mrmtmzu2GITLemkD5CdjtpE4fseIFAZGs157HVTlYiWNsbCyb0ebGqNnyWBz5mD1HxFOOykO4Mxs+Pj5eXS4v5vO+CSyWAP+2zq/WwOwZwjv/QCevcrYgXyxp5zOB7hPAP7yej/iKFRdlBiDC+S8YvuZ5f3MEO8Icn3PNqHffatdgAibQjIDFdwEhhDTiWoHVNfhUVt64L4tm7WmEdaPAetQECW+lRbQTpqenLb4FxduuEWCN43y44Yb3Z6syxC9r+4/nKfnYBMpLADG9ZcvWhgZKmFe2T9UIcP5DRhkW5g0R+qQJdIWAxXeLWHEfQWyzhB3imbWlR0dHa3y580XpTYy4rBSF06dPF0U7zgS6TiD6iVMZvqd+oLPr2F2BCfSMAA978ikKuKLh0nLq1P7srbxXXHHFAlc1BLuFeRE9x5nA0glYfLfAkIclEd64ncRZ7PhSl6Ji5IrC0oPaL0rnOBNYbgLMgOXXT/YDncvdK67fBLpDIO+Glq+Ft37y/MjRo0ezUw88sLvGpYUf63Zby1PzsQm0TsBvuGyBldxH9LpzZcm/9lzx2urV5nn3FB665AG/uHKK8nhrAmUhwKxZfoacf1XzUqAY+CLm42ACJjAYBLj29+9/LPtB/pWvHF8wg/7www+na665Ovse68ZbP/l+bOUzGLTdimEkYPHdQq9LRPMGRQVWNtHSgnIv0ew2xzxUiZ84bipxiUL5jSPk4yy6yvXWBMpMgIc5eRV3DLxEhC/jGPiXtVZZifHeNwET6C8CzJLnH8zesePeqjDfsuWuGl9yrnsJZ4T5nj27F9Xg69e9NzX6LKpQZzKBkhCw+G6hI1h2kA/uJ7qpILRZxYQgEc7qJcTz6vTJyUeycyxDiMhGrJOXpQwR3n4FfQvgnaQvCPBAJ1/GMTA7jttKDAhyBxMwgcEhgCjPr8ZCHC5szJgjzFmfPAb+e8Z3IcKc+4TvC5GO94eFgNf5HpaedjsbEuDLIO/z3DCDT7ZFALcUVljhX9nx7XV88cbjtgp1YhMwgb4kwP3g5MlT2ds9r7tuXc09gKVRH3vsQDbr3ahxTx/5E9+zGwHyuVITsPgudffYuF4RsPjuFen5evxA5zwL75mACVQIIMyvv36dxbcHxEATsNvJQHevG2cC5SVQ74FOZr5i4MuYj4MJmMDgE/DLgAa/j93ClCy+PQpMwARKQ4AHOnFNiWH37t09f6CTh8Y+9rGJ9M53vr36nMett95s/9TYMd43ARMwARNYFAGv870obM5kAibQKwK7d+9ZUBUPam3durVm7WFeGpJ/+GtBxhYiEN433fSB9PLL30s/9VP/IF14wYXplVdeSc8//xfpl37pF9Mf/uF/rfFRbaFIJzEBEzABEzCBKgH7fFdReGeYCdjnu797H7eUm2++ObHyih7gRESfPHmyetxqC2+//dfSsWNfTldd+fYFWf7yr76T/vZv/zZ9+cszC845wgRMoDMEuB+3EvyQfCuUnKaMBOx2UsZeacEm1hFnSUO2nQ7dLLvTtro8E4AAfqJHjhytEdqspFL0QqBGS5sh2L/4xafST65+WyHYS37i0vTDH/5wwTKKhYkdaQImsCgCiOpWPosq3JlMoAQELL5L0AntmsB64xs23Jj0cp928zdK382yG9XrcybQaQK4oCDIY3jyySfTvffeE6MyP2490Ikwv+yyt6Zzzz23Jk08uPDC/z0dP348RnnfBEzABEzABFomsCziG9HIrG03xGPLLS9IODU1mTZtuq36gBX/+opvsizIUjeK9pG3W+HQoT+uW7ReBqSX/9RNWOdEo7LrZHG0CfQFgaIHOnnpx4EDBzL7eUHId7/7UsO2vPbaDxa88a9hBp80ARMwARMwgUBgWcT3oUMHs9eu63XswZ5l20V0b9t2dxodHa3+u2tmpvJGPt5KiaAtS+BtmyMjI10xp5tld8VgF2oCSyTA2zm3bNmalYK/+KuvvprOvnS2sNTXXnstvfjii4kXgziYgAmYgAmYwGIILIv4PnbsWFq/fv1i7O1Knp0770vT04fTvn0PVV8ZT0X8OCBu06bxRBpmxnsVqIuZ9/ynEzbg050vl2N+fDiYwLATQIh/85vfyFY4iSwQ3l95Zia95z0/l/mW4x/OrLmDCZiACZiACbRDYFnENzPfGzZsLLQTVwmEIDPN0QUEFw5EI1sJR85H1xX28+cRlKSv54JBHgTt2Nj6ujZt3/6JTIjv3ftgoc2tRNJm7MBmBWzKt5FjXFYQ/EUPnBDfajh48GAaG7u+ykvimlnzorJ37bq/1aKdzgQGlgD//eH+dGzmy+m5E8+lU8+fyj4cX3XVVemhh34nazv+4Z/+9MM1HPAd582dDiZgAiZgAiZQj0DPxTczzMwoN3ObQOiOj1cEKKIQ8YqQXLt2bSYcDx16PBPUzEgrIFwR6NPTT2dpmF1vNlNMuQjwRjPx2Ds6Sr2zi1pdhDr4UcAX+tTUo5m5lCUhLiGMHfDpVKBeZu4pny0sIq9O1eNyTGDQCLC2+B/90RfSxo0b0+WXvzW9733vS5/97P+TDh58vOrvzQOdTzzxVE3TEeQ81BkD6483WmElpvW+CZiACZjA4BPo+Ut2Dh8+XHeGOeJGqGp2XG4fCGBmpQjs85FYRVgyk4zIlLAnLbO/9Wa9KQfBS2jmf44vOHVRlsrPMjb5Qx4Jb2xT0Cx6jGOfHxitBkR1ozAx8bGMEWlgid3T09ONslTPNSu7mtA7JjCgBPD/1prhrTbxhhs+kPjEcPTokewwloW7CuLdr9KOpLxvAiZgAsNBoOcz38zGNpplFvbVq1drt7rNC2SOJZ7xI+dYgl2ZmLlqFE6fPp2dzpfdKE+r5+QmQ9lRZJMfUc6Ph1gv+8R1KvCDIYYVK1bGQ++bgAn0gAA+5HqgU9UxO56fDc+7sCittyZgAiZgAoNFoKfiGzGKWMa/utNBIrzdciXysa1RmJmpvNGuHXHMLDnpsS3v7kFcFN6quyhO57w1ARMYDAK8iTPOkPPwJr7iWm+cVhJnQT4Y/e1WmIAJmEAk0FPxzax3fmY6GrOUfUQrgrZdEY495MUdplGQu0k7LicIb3y8qYMHSKP7C3UWCf527W9ks8+ZgAn0BwHWF9+//7EaN5STJ08m/MVjqPiU+4HOyMT7JmACJtBvBHoqvhG4PDDZjaBy5QOuOpqJakQwPuXkq/dwJquEIIrxoW4nSKjzwCj1bNu2rZqd2f/Z2RMLfixEgV5N7B0TMIGhI4CPODPkMVRWU6l9oJMZ87wLS8zjfRMwARMwgXIR6Jn4RrwiLLs1842AZqZ579691RllZpvzYrwIP0sJYhciO7qHYDMPSyLKSaNl/ir+2muyJfxYFrBZHQhvhDvt18t6JOQpX4HVTzzzLRremoAJ5AngqsJKLDHwqvunnqoV5DzQGV1YYnrvm4AJmIAJLC+BnolvXE4QxwjRbgVcPJht1trWzHpLMI+MLHyAM9rBA5HMUOPbrXXEEdYEljXUKisc79y5MxPjrAiCiOa4WSB/5cfBg9mPA+zUsoOqDzbMiDeztVldPm8CJjA8BIoe6Mwvbyj/cbYOJmACJmACy0vgnLm5ubnlNaG7tTObjfDXq+I7XRtlM9uOQO9EqPxwWF0V5p0o02U0J8APIC+v2JyTU/QnAUT3HXf8WjZrruUN5cJy++139GejbLUJmIAJ9CmBns18d5sP7hwIqOi3jTDmIxePTtuAiwjCe9euXW0XjYsJQjv6eNMGHsKcmKisZd52oc5gAiZgAgUEih7oPHPmrB/oLGDlKBMwARPoNoGBmvlGvPLyGvlN49oxPv7hGpeRTgGlDgT09u3bF7V0IvnxL48/FnA54a2e3fKL71TbB7Ecz3wPYq+6Te0S4OFN1iCPfuXEXXTRiuylQO2W5/QmYAImYAILCQyU+F7YvO7EIJgR+fiJ48ft0P8ELL77vw/dgu4Q0Frj0T2FuOuuW9f2G0C7Y6FLNQETMIH+ImDx3WZ/MWOtBzGVlRn26emndehtHxKw+O7DTrPJy0Zg69Yt6eabb6nOhuuBTgQ6Li5LDZTH8omUxZKLDiZgAiYwSATOG6TG9KItrEjiB/N6Qdp1mIAJlJVAdEuRjYjls2fPVMU3x0ePHklxxlxp620R3b/+67dnvuiXXfbW9N3vvpReffXVxIouccWpevkdbwImYAL9QGBgHrjsB9i20QRMwAQGkQAz1LwQSCup0MYVKy4qfKCTNciLAsL7Z3/2p9O3vvWt9HPvuS697SfflkavWZve/vZ3pAce+Pfpk5/87aJsjjMBEzCBviNg8d13XWaDTcAETKD8BBDiRW/ozL+Nkwc6WZd8y5b/I11wwYXpqivfns4999xqAy9640XpXe+6Ov3u7/6OXxxUpeIdEzCBfiZg8d3PvWfbTcAETKCPCPCGzh077q2x+NSpU5moPnz4f2Sz3TUnXz+48IIL0yWXXJI++9nPFp12nAmYgAn0FQGL777qLhtrAiZgAoNFAJ9wHt78/ve/n84///y6jXvDG340TU4+smD2u54bS92CfMIETMAElpmAxfcyd4CrNwETMAETqBB47bXX6qL4wQ9+kH7+53+hxq+ct3Tu3r27RpDjxnLHHbcnfMgVtHqKjr01ARMwgeUkYPG9nPRdtwmYgAmYQEbgZ3/2Penb3/l2IQ1E+Qsv/HX66Ef/Rc15/MqPHDlaI8jXrbs+WwIxLnl45MjTmSCPmRHpO3bcE6MywY6gdzABEzCBbhLwOt/dpOuy+4aA1/num66yoQNKgAcxf+mXfjGtXv2T6c1venO1lQjvrzwzk6699t1paurRavxSd6jv+PFnMpcXlbVnz+6EUN+//zFFJbm14BqjoFn1KPB1zlsTMAETaEbA4rsZIZ8fCgIW30PRzW5kyQmw6smdd/5GQnCvXHlx+vu//3568cUX03ve83PpoYd+p7qGeC+bwQw5gYdFFXBrQXjH9c791k/R8dYETKAZAYvvZoR8figIWHwPRTe7kX1CAMF7/PjxTODecMMNNW4lZWkCs99x5hsXFgT6unXrqiauW3dduuOOO2peNIRIZxY95q1m8I4JmMBQELD4HopudiObEbD4bkbI503ABNolgGvLmjVrqtkQ7Fu3bsne2Kl4fMxvuOH9mauL4kjHD5Do6lItxDsmYAJ9T8APXPZ9F7oBJmACJmACZSQgMS3bmO3mxUMxvvIyos/UxJ09eybzNY8Pf+KSs2bNu7yKi2B6awJ9TMDiu487b5BM37dvbxodnZ8hUttmZ2fTpk23JWam9dm58z6drm6VX2nIc+jQwep575iACZhAWQlEVxVsRJDz0CdbBQT7ww9/psZdhYdD77pri5JkW2bMmV2PgZn0KOTjOe+bgAn0noDFd++Zu8YcAYTz3r0P5mIrh5s335nOnDmTDh16PM3Onkr79j2UpqYm07Ztd1fTI7IR5Js2jWdpSEcgL+LdwQRMwAT6nQCz5nmRjo/5E088VdM0BDt+8jHs3v3AAkGO7zmru8SAQEeoO5iACXSXgMV3d/m69AYEENXMUJ8+fTqNja1fkBLhPDNzLI2Pj6fR0bXZ+Q0bNiY+09OHq+kPHz6cRkZG0vbtn6jG7dp1f7Yf01VPescETMAEBpQAM+RxZRaauWPHvTXLJxJ39dVr0tVXX11DYceOHQvWPudBUq34osS9EOjU8clP/na69tp/mP3X853vfHu69dabE370DibQ7wQsvvu9B/vYfmavV6xYUSOaY3MknEdHR2N0Wrt2bTajjTAnkE7iXAkR43wQ5g4mYAImYAK1BJhFz4t0/NHj8onkQMxH9xfieEBU659zjFBmJr1Tri2Ud9NNH0gHDhxIP/ETl6Tr1703XbNmND3//F9ka8Hj/+5gAv1MwOK7n3uvz21nRhs3knrhxIkT2amRkdU1SRDsBGbGmT1ni9DOhxUrVtrtJA/FxyZgAibQBgFWXIkPiJIVURxXYsElBkF85sy8ywpCnGdw4kw1ojrv6lJkyn33fTIT9O/6B+9KF6+8OEty/vnnp1WXr8pewvTRj37E7jFF4BzXNwQsvvumqwbP0CJXk3Za2Yo/9+xsRcC3U67TmoAJmIAJ1CeQnwknZdEqLn/8x0/WCHdWceEh0ThDrlVcYtwf/MEfpLdf9Y5CA3j7KUI87wpTmNiRJlBSAueV1C6bZQIdJ8BNHp9BBxMwARMwge4TyM+YI9pZxSUG3F/iyi6I8B/+8IeZwI7p4j5vP/3KV75SM/sez3vfBMpOwOK77D1k++oSKHI1ySeOLivc5LUSysJ0q/JRPjYBEzABE+gBgSjSL7poRXr11Vcb1vqDH/wg/ciP/EjDND5pAmUmYLeTMvfOkNu2enXF1zvvOoKfNwHxjf832yIXlDNnThf6gg85VjffBEzABEpLAP/xN73pTenF0y/WtfHFF/82ve99/6TueZ8wgbITsPguew8NsX3yCZ+ZmamhcOzYsUx0a4UT0mnlEyVEjPNhZRQHEzABEzCB/iHwm7/5W+mb3/xGevl7Ly8w+pvf+ka68sorF6x5viChI0ygxAQsvkvcOcNuGjPaCGxewCNxzQt1+PBCHYX169dnQju+eEfLGMZ0Su+tCZiACZhAeQmMj384fehDH0rPPns8PXfiuWwW/C//6jvpz770p+kNb3hD+vznD5TXeFtmAi0QOGdubm6uhXROYgJdJcDbKFmve2am9gUKiO6dO3fWvFQHQa2X6MgovSVTLimI9omJieyFPErTaMuSWPX8wRvl8zkTMAETMIHuEGCZwv37P5/+1//6/9Ill1yaPvCBD/ghy+6gdqk9JmDx3WPgrq6cBCy+y9kvtsoETMAETMAEBo2A3U4GrUfdHhMwARMwARMwARMwgdISsPgubdfYMBMwARMwARMwARMwgUEjYPE9aD3q9piACZiACZiACZiACZSWgMV3abvGhpmACZiACZiACZiACQwaAYvvQetRt8cETMAETMAETMAETKC0BCy+S9s1NswETMAETMAETMAETGDQCFh8D1qPuj0mYAImYAImYAImYAKlJWDxXdqusWEmYAImYAImYAImYAKDRsDie9B61O0xARMwARMwARMwARMoLQGL79J2jQ0zARMwARMwARMwARMYNAIW34PWo26PCZiACZiACZiACZhAaQlYfJe2a2yYCZiACZiACZiACZjAoBGw+B60HnV7TMAETMAETMAETMAESkvA4ru0XWPDTMAETMAETMAETMAEBo2Axfeg9ajbYwImYAImYAImYAImUFoCFt+l7RobZgImYAImYAImYAImMGgELL4HrUfdHhMwARMwARMwARMwgdISsPgubdfYMBMwARMwARMwARMwgUEjYPE9aD3q9piACZiACZiACZiACZSWgMV3abvGhpmACZiACZiACZiACQwaAYvvQetRt8cETMAETMAETMAETKC0BCy+S9s1NswETMAETMAETMAETGDQCFh8D1qPuj0mYAImYAImYAImYAKlJWDxXdqusWEmYAImYAImYAImYAKDRsDie9B61O0xARMwARMwARMwARMoLQGL79J2jQ0zARMwARMwARMwARMYNAIW34PWo26PCZiACZiACZiACZhAaQlYfJe2a2yYCZiACZiACZiACZjAoBGw+B60HnV7TMAETMAETMAETMAESkvA4ru0XWPDTMAETMAETMAETMAEBo2Axfeg9ajbYwImYAImYAImYAImUFoCFt+l7RobZgImYAImYAImYAImMGgELL4HrUfdHhMwARMwARMwARMwgdISsPgubdfYMBMwARMwARMwARMwgUEjYPE9aD3q9piACZiACZiACZiACZSWgMV3abvGhpmACZiACZiACZiACQwaAYvvQetRt8cETMAETMAETMAETKC0BCy+S9s1NswETMAETMAETMAETGDQCFh8D1qPuj0mYAImYAImYAImYAKlJWDxXdqusWEmYAImYAImYAImYAKDRsDie9B61O0xARMwARMwARMwARMoLQGL79J2jQ0zARMwARMwARMwARMYNAIW34PWo26PCZiACZiACZiACZhAaQlYfJe2a2yYCZiACZiACZiACZjAoBGw+B60HnV7TMAETMAETMAETMAESkvA4ru0XWPDTMAETMAETMAETMAEBo2Axfeg9ajbYwImYAImYAImYAImUFoCFt+l7Rob1g6Bffv2ptHRNWlkZFX22bTptnTo0MF2inBaEzABEzABEzABE+g6AYvvriN2Bd0mgMjeufO+tGnTeJqdPZV9qHPz5jvT7Oxst6t3+SZgAiZgAiZgAibQMgGL75ZROWFZCRw+fDiNjIyk7ds/UTVx1677s/3p6cPVOO+YgAmYgAmY1skEGAAAIABJREFUgAmYwHITsPhe7h5w/UsmgMAeHV1bUw5inA/C3MEETMAETMAETMAEykLA4rssPWE7FkXgzJkzmWsJQjsfVqxYabeTPBQfm4AJmIAJmIAJLCsBi+9lxe/Ku01gdvZES1Vcd911LaVzIhMwARMwARMwARNYCoHzlpLZeU2gnwgcOLA/3XXX1roms1KKgwmYgAmYgAn0gsA99+xIt99+Ry+qch0lI2DxXbIOsTmdJTAysrpa4M0335L4FAWENyulOJhAIwIeJ43o+BwEjhw5kvbseSDt3/+YgZhAXQJ79uxOZ8+erXveJwabgN1OBrt/B751K1asyB6sLFpS8MyZ09m5gYfgBpqACZiACZiACfQNAYvvvukqG1qPwNjY+jQzc6zmNGKcz9q1taug1CTygQmYgAmYgAmYgAn0mIDFd4+Bu7rOE1i/fn0mtLdtu7taOPvMivPiHQcTMAETMAETMAETKAsBi++y9ITtWDSBDRs2Zi/Y4U2Xer08SxDyoh0EuIMJmIAJmIAJmIAJlIWAH7gsS0/YjiUR2Lx5IvFxMAETMAETMAETMIEyE7D4LnPv2LaeEXjggd09q8sV9S8Bj5P+7bteWb5mzRovH9cr2H1cz/vff0MfW2/Tl0rgnLm5ubmlFuL8JmACJmACJmACJmACJmACzQnY57s5I6cwARMwARMwARMwARMwgY4QsPjuCEYXYgImYAImYAImYAImYALNCVh8N2fkFCZgAiZgAiZgAiZgAibQEQIW3x3B6EL6kQBLE27YcFN1ecKxsevTvn17+7EptnmRBHg506ZNt1XHAEtV7tx534LSGBejo2uq6cjD+InB4ynSGNx9LWma739e6tXKWOIdBFoSle3mzXdm7ykYXGLD07KpqcnE94j6l77NB99L8kSG9JgHLh1MYNgInD59eu6aa66eu+22X51jn7B374NzV1xx+dzk5CPDhmMo23vixIkFY+DgwS9U4wSFOMbFffd9SlHZuCGOMggeT1U0A71DP7/3veuy8cC4iOGmm26c43Ps2JezaI2lu+/+eDUZY4j7ju4xjB/yUKZDfxPg+4N+VP+z5ZjvGAXfS0TCW898D+mPrmFvNrNW+RfxsE74yMhIOnas9lX1w85qUNs/OfnIgjHAC5smJj6WpqcPJ2bFCYcPH87Gxfbtn6ii4AVOBNIRPJ4yDAP/h5lM7hv5wKw342V8fDyNjq7NTjOW+GiMEMk4IU5v3uV+Qx7y83HoTwKMib17H0zj4x+u9j/jgGP6X33re0l/9m83rLb47gZVl1l6Aghs3n7Jl18MY2PrF7gTxPPeHxwCiOnZ2VMLxoBaqC9MvjwlqHSOccOHL1OCx5PIDO4WdwEENj/O8kECe3R0tObU2rVrM+FFPgns1atX16ThnkPIu7HUJPJBqQnoxzc/rGJgQifeY3wviXSGe9/ie7j7f2hbPzMzk0ZGar8EgYEgZxajaHZraGENWcNPnDiRtRjBzThANOV/pFXGysrqjJbH02APEsYAM5v8YCsaCxoz+XsK9xMC+fWflHx+pTl9+vRgQxzg1nGfoB9nZ0/U+P3j36/ge4lIeAsBi2+PAxMoIMBN1GH4CCCS5BqQF0lFNFodJ62mK6rDcctPAHcTfozJXaRdixhXzUIraZqV4fPLQ0A/vhgnFTeiU2lm5pnEj3Iewm0ltHqPaDVdK3U6zfIRsPhePvau2QRMoEQEmJniy5PZS/l0l8g8m7JMBJi9PHPmdNq376FlssDVlp0A9w4+uCTJ9YSZcIQ4riZySyp7O2xf7whYfPeOtWvqIwL5fx/3kek2dZEEKg/TVUSWXAGaFdXqOGk1XbP6fL63BBBNLB/Hj7FWx0SRha38F6WVNEVlO275CajvxsbGaozRMwDMgDcLrd4jWk3XrD6fX14CFt/Ly9+1LxMBbopF/75j9oIv2aV80S5Tk1ztIgnw737+Ncx4mJr6XI1PL+OAL9YilwBmQ/Wl6/G0SPglzzY5OZlZGNfv5kcagS3vCSDoIcr8PYX7CYFxood282NJaVauXJml9Z/+I6C+U1/mW6DvFN9L8mSG99jie3j7fqhbzioE3CjzX4RFT6MPNagBb7xeisFYOHToj6tiOjab1Sj0sJziGTd8GEcEjyeRGawtriasVhE/cj9he+jQ41mDtWJJfoZTq+AgvBFefOQfLFJySdAsqeK97R8CmvHW6keyXONB48P3EpHx1uLbY2AoCeCXx2xExZ+zMjvFUmIIKvz0HAafAMKb/kcYTU09Wve/HevXr8/GRVy5gH3Gjx7A83ga/PHSqIWa2WZFFP1Q48FdPhoj5GecMO74ELjfMLvOGJRAa1SPz5WTAP1HP9Ov9CmBH/T0LfGMD4LvJRkG/4GA3zNkAsNKgLfM8XY53lTIhzfP8ZYyh+EgEPteYyBu41hgn/Gh8+TNv+HQ42k4xo3eUpjvf95oyNsMNUbYxrdbQoc3ZBIX05BHb0odDoKD28r8fSLeQ9TqfBrfS0RmuLbn0Fz/DDEBEzABEzABEzABEzABE+g+AbuddJ+xazABEzABEzABEzABEzCBjIDFtweCCZiACZiACZiACZiACfSIgMV3j0C7GhMwARMwARMwARMwAROw+PYYMAETMAETMAETMAETMIEeEbD47hFoV2MCJmACJmACJmACJmACFt8eAyZgAiZgAiZgAiZgAibQIwIW3z0C7WpMwARMwARMwARMwARMwOLbY8AETMAETMAETMAETMAEekTA4rtHoF2NCZiACZiACZiACZiACVh8ewyYgAmYgAmYgAmYgAmYQI8IWHz3CLSrMQETMAETMAETMAETMAGLb48BEzABEzABEzABEzABE+gRAYvvHoF2NSZgAiZgAiZgAiZgAiZg8e0xYAImYAImYAImYAImYAI9ImDx3SPQrsYETMAEILBz531pZGRV4WfbtrvTmTNnOgLq0KGDWR1shzHQ7g0bbhrGprvNJmACJSdg8V3yDrJ5JmACg0ng0KHH0+zsqeqH4+npw2nTptsGs8E9btXhw4fTxo0be1yrqzMBEzCB5gQsvpszcgoTMAET6DqB0dG1aXz8w2lm5lj26XqFA14BP2RGR0cHvJVungmYQD8SsPjux16zzSZgAgNLYMWKFWlkZHW1fYhxZsPlqjI2dn3at29v9bx2ojsL7hbM/Cps3nxnGh1ds8ClhbIpd2pqUklrtuSjLOqL9ePSQR5sIZ6y82WQR+eVJm93Pg11RTcZ9mPbqSdfRo3Brx8gvAljY+uLTmdxea60lbqow8EETMAEuknA4rubdF22CZiACbRIAKE5OflI2r79EwkBTpidna26oczMPJO5qDA7jtCOIhThiPjdt++hLM3ExESNiB0fH8+Ed14gHzx4MKtrw4b67hmIVIS8XGRWrFiZqG9ycjJNTX0ui0fk4q+OvQRsw0baonwTEx/L4iSu2ZKGeKUZGRnJyqYcfN8pkzidVxn5dmSVhj8zMzMNhXfkqrKpT6I9FOVdEzABE+g4AYvvjiN1gSZgAibQnACzvJpNZouglehUbsQpAVEtQb5580RCLO/d+2AmUBHHCFmEqUQ0202bxlVMJkRxa0Hcx0A+hLPKjufi/q5d91cP5Ue9ffv2TBhzAnFPkHilHmyQPZyTPceOHcvSahtnp/XjAcFNWQjitWvXZun5Q9sRyyqreiK3w4+K9evrz3rDjkB9CpGx4rw1ARMwgW4QsPjuBlWXaQImYAJNCOQfuJyefjoTwghuzQ4jQBHNeXGMsESYkm56ejqrKe/fnBefiGbEfSybY4npeuZSN2I4H6JN2scmAm1BzGoGnDbhghKD7MMezmNLDIhy6kVIU47sjmmK9ilndvZEjfDPpyviShtg7WACJmAC3SZg8d1twi7fBEzABFoggNDEXYSAmwdClo+EbSxCcRK7nFOc0uWPmTUmDjFLaMXlRGW1u0UoM5uPqJaNcZaZ8hDXxJ04cSIT1/IPJw8BW3Fr4UcFM9X8ZyD+h6CeTRLW9c4T34xro7w+ZwImYAJLJXDeUgtwfhMwARMwgc4QkGCWOORY4jXWoDgEu2aMFad0+WPicddgFpk8iNToFqJ8ndjiq80sMrP7CrJTx2zlmoJbC+4ze/fuzezjHP7itI8tH9qDCJf9sexYJj8qWpnNL7KniFks2/smYAIm0AkCnvnuBEWXYQImYAIdIMCDggT5OTM7jCjNi0KtZILAlYBWnMxQWTpmK1GqhyN1HNMsdV/2jo2N1RRFfKNAW+R3XSSM+SGCCKe9uJXUC9QT/ciL0nGeMvJcm9lYVJbjTMAETKBdAhbf7RJzehMwARPoAgEEJyuIMNurBwoRmwRcLiQU5f/MOdIqPSuAyC+arR4qjKYicBGezHqTr5lIjXlb3acOysYGiWj25U6idnDMsn6ymfJpG+fxByceNxPiFIhrNGNfybM6q195irY8nEqAqwLLDMo2xXlrAiZgAt0gYLeTblB1mSZgAibQhACrneQDohthKPcTROzU1KNp586d1fWniUN448OtgNvG6tWrq2KSNFqWT2m0ZWWSRgJW6ZayZQZ727Zt1YcsEeQskcgqKJqRpw0rV67MlhOUCMZu2qIfH+zzg0TCHZvybY92Mvvfymx+5IrAJzCjzo8RC/BI1PsmYALdIHDO3NzcXDcKdpkmYAImYALlI8AMOW4n+Ewjih3mCVQe+lyd/eCZj/WeCZiACXSWgN1OOsvTpZmACZhAqQkwk8ws7zALb1xMENrRx1sPcmrFmVJ3oo0zARPoawIW333dfTbeBEzABFojoNe049KCO8cwB9xicDGJLzrCZUXxw8zGbTcBE+g+AbuddJ+xazABEzABEzABEzABEzCBjIBnvj0QTMAETMAETMAETMAETKBHBCy+ewTa1ZiACZiACZiACZiACZiAxbfHgAmYgAmYgAmYgAmYgAn0iIDFd49AuxoTMAETMAETMAETMAETsPj2GDABEzABEzABEzABEzCBHhGw+O4RaFdjAiZgAiZgAiZgAiZgAhbfHgMmYAImYAImYAImYAIm0CMCFt89Au1qTMAETMAETMAETMAETMDi22PABEzABEzABEzABEzABHpEwOK7R6BdjQmYgAmYgAmYgAmYgAlYfHsMmIAJmIAJmIAJmIAJmECPCFh89wi0qzEBEzABEzABEzABEzABi2+PARMwARMwARMwARMwARPoEQGL7x6BdjUmYAImYAImYAImYAImYPHtMWACJmACJmACJmACJmACPSJg8d0j0K7GBEzABEzABEzABEzABCy+PQZMwARMwARMwARMwARMoEcELL57BNrVmIAJmIAJmIAJmIAJmIDFt8eACZiACZiACZiACZiACfSIgMV3j0C7GhMwARMwARMwARMwAROw+PYYMAETMAETMAETMAETMIEeEbD47hFoV2MCJmACJmACJmACJmACFt8eAyZgAiZgAiZgAiZgAibQIwIW3z0C7WpMwARMwARMwARMwARMwOLbY8AETMAETMAETMAETMAEekTA4rtHoF2NCZiACZiACZiACZiACVh8l2QM7Nu3tySW2AwTMAETMAETMAETMIFuEWhLfCMQR0ZWZR+JxampyTQ2dn01fnR0TdK5bhldlnJh0Ym2btp0Wzp8+PCim0V+PkVhevpwtW82b76zKEnX4uJ40biJ23oVl3VMNeJcry2LjZ+dnc369NChg4sqgmtyMWPzzJkz2fXMuCHk+wIG2EYgLcfq00bX/oYNN6Vt2+7O8ulPo7KxfTHjlXr4LCZQZ7yOGrWnlfLhJDbi2Uq+TqRZqu1LtYFxS9sXO36XWn+j/Iu9NuhPuKpP69XBOCdNHEv10nYqPn+/mJk5ltnAtp2gfGpj3C7memyn7k6n1XffUsqNfc79TkF9rH6O55SGbbyn5O+X+XspY6vd/op1lXE/jp+4r2sjz4R7d2TAPnHKS756rGP74a48+a3GRT6e43p2xb6Kepfxsegw10bYu/fBuSuuuHzuxIkTWa7Dh/9Hdky8wuTkIwvidG7QtrCIbV9s+2677Vfn+Cw2NMp/990fn3vve9cttugl5dN4aaeQYR9TYiV2p0+fVlTLW/IwNo8d+3LLeZSQ8cKHwHVOOfGYsaSxio3XXHP1HH1GkM2xXmy56aYba8pppWzyUdfBg1/Iym7lj9p9332faiX5gjS0ZbF5FxQ2Nzd3553/KmtDp+4TRXWUNQ6OtJs+KVPQGIljtFX7NN4bpadc2s3YZTz1KujaWypvlZPno/sy3+/9EmgL956lBN274ljW2CZOH671fND9U3pJ9wOO+cR7KXk7YW/ehrId58cX3yWxjziGC4GxHO/JYqbvo3baRlmUW9RPlJO3q1lfSeeqb9uxRWmTdlrZykBVCASBivlluOLIB0QN1PgFRxznFdQoLnZd8LoA1Emyg7zUry9/yojnqDPeLEgr4aD64pb2yEa21BdvQrRL57Uv29nGNlKX6pZN1B3zU3e+TuIYKCq/yA6Vp3P12hXrI20jntH2fP/ogqAM6kIQqU+IUzsjS/ZlZz6+0XGrY4o6sYX6+USbKT/yEwfsIcAh2s95mPOhLKWTnbChfNLxIXANqFzZQJ2U0WqgDZG76qUulcm2qMx8+9UG6qZ/KLfdQJuoT2Ne/Rfrj3EwpL8U8vwoBzvgTV/FtLEc5c/HcUy+VgP1YX+98cj52O/sEye7xRz+kaHOyx7SkTdyyduoa019HMenzsXyYCNO+fKpJ4416tY9mHphRPmw5hNt53wcTzEv5cbrhLyRHWnJyxabOA+vVgL2kk+B9okv9tJWBWyAhQL2k5a6NCbVBsplnzzR9mg3+9Sh+tq5NurZSdtVHltsLArURd20h3T5MRJtpq7Y9rhP2ZEDxypTdsCBIDaKp04x4nx+/GBjvaCyis7DQHVqXKvO2H/0mcYM59nXuMnbwrk4lhv1XdFYyJcX2wZP7CUOO9oZv7Q/z5u6CBpbjGHiNDZiO0in/mWfdNgQOeVZq6w4lrMKC/7oHqK2iXO0IY5lnVc/UGQciypH9pEu9iHn1X7qUHqVG6/nAnOzKPVfrCPPJOYV/2hzPN/OPizoJ7Uh5s3b1Upf0UfYHnnHMlvZX5L4FhwaVi/oBiLgMloXcR6+ztOZGmAMAgLH+fI4J6jUwb4GguzTcT0biVdadbTqZoASsJeyOU/naGCST2nZJ9AhXKCkJ6hs8pA3n56BzEeBOkmrjuWc2qj26wLVBRbzqxy2nMcWguqlbB2rPNku/rF/YrvZj32GrbItKzT8UbtDVNNd5Wk0puiDaAPtwga1oVFfwZS04kVZ8BETsZeh4kM68igfW/LpYpbdskH5623z6cWdthCwUX2QL0P9qLrUJjEjn9qTz9vomHwaK/XSkQb2tDsyV3ryyw6YqT0xXmnz21g259TPKiOfPn8spuTLB9mr/uM8jNRe5VV/YouufdlBeljzieMvXxfHGh+qJ9aruiiPsjXGsIW2ylbi2SdedXPMvsrjGFtIo3ZH29mnnzinspSXrcrFTvGnfQTyySaO2ReTLEGDP+RVWrYcqx8ZH9gc66GtCuKDvWKDnRwTKC/ypzzKJ1BHPEcdnNOYpI2UVRSa2Um50c58Gaqba1l2q82kVfn0heyiTPUbdsbyIwf2I0OVr+8BztE2BdpIHgL74kddkY/Sa6u0OtZW44wyZZfKz9+7aCdjhUA+lck+8RzTfp3TeBQ/lStG6ju1WW2h/Fh2vm3UxUd9wD62tRJkC7bBiw/2YhP78FZQmth3pCWd+kdptcVW7FHbFI994qG4oq3sowzKwi72lVd9xDmC0qv9+fsCHLGXfOonlUXZnNcxNlMX6Qic47hZIH9Mp3GjcvL5qYeylxrU9np9kbcrX19RX8l22Cw2tOXznfdt2bx5Im3YsDHzC8VfBp8lfKHw5VQ4ePBgGh1dm0hL2LRpPPvENEpbb7tx48bs1NjY+kR5K1asqJZ36NDjaWbmmSxu794Hs7JJR6BO6p6cnLenXh2knZ09laUnDWWMjIxU/YuwF9spj/p37dpVLYq05FUbyUdc3jdp376HsrycoyzszQd8nPCTnJiYyOrnPPkoCxvEk/yEXbvuz8rMl9PoOM+zWf9gr9rNfuS/fn2lnfm2xvqLfKsYJ0UBhs3G1N69ezN7xDvPs1FfwRZbYUqgXRMTH8v8zGBPe9jyIeCLT3+SLoapqUfT9PTTVfbY3E7QWFUb6E+4Uh/28Vm5cmVhkbQ3P97Iqz6YmZlJY2NjhXkbRU5PT2fjtl4ayhfbWF+99DDD1lZCvmzyaMy1+jzEsWPHMob5vqIs7OU+Qb8pjI6OVpmdPn06S0M6AizWrq30OfvEk5exoDQqJ7+FEX6FjCsCeWZnT1STnThR2WcMRlu5lnV9kVhM8Cskrerm+qV8zmuckldlyfZKvr1p+/ZPVFmOj384y0v5tIf7J+USVq9enW3PnDmdlUv5sokTK1asrPLKEtb5g03khR92cs1hg8bC+Hjl3sU5pdU5iqQf1fe0QezFnXyUp2uHeOojUM5iro1W7FT5WUUFfyp+wCPZvV1M5RMay6dtnNc9nONmHGgr41ec1Ne0Wx/dLzimPMY3Y5F9xg+cyEcZRdeU8uXvHbQBn1fyc59rdO8SFvJQL3kYY3ywhfh6Y7lZ35GX8hi3lW39ttEW0nMNilmr45e86kvGfwxcG4SRkcq1wj625AP9TVDd8Tws9VyKvot1XtcMNrQSaJ/GE/vUC3fGy2L1TOwnbGCsokdUNlxjoG/5LmwUsIn83H8U1EbGkzRC9PlWPfDSeZ47UD6V02yL/qOPdL3F9EV2xfON+iqmW8z+eYvJFPNwIRFwcOdLhRstncc+N0galx+ADDB1cCyr3j43EQXKiwNf8XQUnYIdfGIoujjiee1TtoQ6A4UyqUtl68uJ9Lr5KS9179x5X3aI+KGsGLBBN2TiKYs8+YFEXkK9h1uKeOZtifUW7ed5NusfiRDKoh2t8lTd3ATaCa2MqUrfrFpQbLO+YlzSD7ENaj/s+XLhxouAgSvjueiipWLGMEJB+wuMqROhHwDk55MPjD1C/ktQ6eJYI05l6AcAY0QCR3la2ZIv/2UQ81Vugquz6zrGd2K/Xtn0AX3aSii6NmI+3aOI0/Wta4f+1jiAL2XxhUNgzMBWY0ZCOl7PsR6+TChX44Z06nPKqPw4qvy4Jx/tI171Uzc2cJ1u27YtK5qHfIoCZVG+8kbbqZOgccE+X8oSrXH8Ug71ErjnkTeWSzztVpuyhHX+UBaB8avJkpgPEUTAVrhTj9gST98oPddXLfvKfT62CX7qR8rUfZiyWr02EKPYoHrJm7eT89FO0ihQD3bo3qXvKMYOQWI32o1Ylt3NONA3+m6ijepb2OXvFzqmbPKwJZ1C/AGqOLbq/6LvUOxmwkljk/aKbSyDfb73CQgpeHJPYXwyFgj1xnKzvsuPBZjWaxt88v3J+I38M2MK/jB+6EuJ/IIkTaPIT4jclUn84cx9D/GqcaDvZmxVnPIVbZWec9rX9RDHjO53regZjVkmU/OBPuK+iN2cx0auc/V5Pr2OGwlgypRGQPfwkZinDfwAghnpNmy4Mbu+8z+KVE9+CwvGQj37GtlFWY36Kl9Xu8dLmvmOlXFDBwi/ztlnYAGr1wHIdGT8CGAjW7CXm4UuGn5FFl04RWUwQCpPKle+dLjZxJs4eerdtIvKI44LMraBfX1p1sszaPGNxhQ30Twfjpca6CfK5ouCi5YxXCRIuUEg0hX0pavjRluNMW4w+TZUxq9u3POzKypPNyAJHMYpY4XADzp9OUqMKd9St9xsmfWhnRrL2naj7FhmK/cR0sC13jVLfyGKCfSn/msx/4VV+VHGeRgSxBDW8Yc3QolQVBf3EeygDM3WEEeQaK/cL+YnFBAVqquSbr7/JXjz44Rj+OuHQVZBzvb8bL7SsMUmjV/axhhi3NMmlRu//DWuNLsay8rvz395V3445ceJOFAXNjaqh3r5b5QCx5QX2SMsOF7KtUGfNbMz9pHsYUu9EvyMM/pdwkXXusZmrANO+oHdiANt1ncT+bkGJSZgpzok+DkmnrSqN9pbb1/3lHhfohw+fLfHumIajU3ZRF9gI/Gw4d6BHY3GMjYhrGRD/r7G+fxYaNQ2rinsVSAvtsTrWOfiljT6USGBqfP0qa59jWHOkWcxQd/nKjOW0WqZ+oEY87K/FD1D/srYqdVR9CfXAB/26e9KX/Of6DXVcZi3hWO+S8kXx7/SRSHNpBH9quucPNJS5GXmvFLW/Ap7us/GLWWoXra6zlSnto3sUhq2jfoqpmtnf0niG+C6gcdKNVPKAOIC0AWlNFwYgNQNlBuPQrNBV7kBzP8LV/koizIpezEBscWXD0KdwcC+bFHZ+lKhfAaHgmZ3+AIjLx2lzlcajlUecZRFW/KDUWKg6IIkXxHPaIvqa3VbVF6+f1otqxPpWh1Tmt3J19msr7j55vtCZYk94xem+lUMoxjoRy5abj70N598P8b0+X2l1b8w8+f1xaF08Tx2YT+zD9RLezVWsJ99MYj5FrtPfcxU0eapqc9Vr1nK48s+f71hW7MvONnSqGylYVvEIZ5nX32oe0/+PP3FTRxm3NBJT5uwFTvYV17uV7o2ia/YOe/Gw7WLTUXjAoHPvUOChK1+HFEuZRFUF/swi8ex/6kHG+oFyoyCONqez0M9fEEhLjRrCA/uV9QBE7WJcRRtolxC0ZcY4yN+D5BX5eRt4Fj3y0o/1NajsUw92FSxeX7WFjbkU+A86bAVthx36tpoZKfqZwtPbKCfY78zDtTfpCONQiX9wWrf5XlHDtqPolsz9VzrcbxQfoXR/HhVnWyxlTEAp3wgH+ONMhWokzbox4WuxXr3LsYColVB/z1ibDUay836Dl75saA6tI1tI63u55xvNH6Vv5Wt7q3w9JV7AAAHtklEQVTYo3uI+rjRmCcN3LkPKcTxoDhtxVnH9baqm/Pzbaz8l2GxeoZ7IrbFsovq577B+GDci0dROsrhfH4SS/1TjwPXdL1zRT/+4rWnMaxro6hv6tlFfDt9VdTmVuKWJL75dcqAjzdeBj0+udwgAQBwGqPZHwYsefRrBigMSCCTd3LykYZ2Ux5pVR43BUBRR+XXcsXthUIqXyatrTuOreoMymcGI3Y8ZVMnZRJ27txZtZMvP9KSv3Luvmq6aqLgSiIGGozxpgQP2PElrvKolzaSj1+GxKv9bKOdsb5W9pv1TytldDJNK2MKBrRZ445xU/kXZ+Wmz9hijIlf7CtuSPCmfwmV8VpxE9AFqrEJb+3HNpKfDxc2gXpiHTFt0b5s4DpRfuznQ8Amyi8KilfdtHP+i3Fl9Yu4KG+zONqvcklLu7CJ2RV+lOqGpnIYOzASZ43JIoGmPNo2Kzumy9erc3Eru6Mwi+fhJhFD3Ro7xMObENmqDZrh0tggHV9yRfVwzTIuNQOo+jUjiWjXF6TapPuGjsmDPapfMz2RcfxiIF5pyQsHHet5DN1fK7OyFV/jSrtPZHVhQ+U/G2eqDGi3vhwpt94PDs4xPtQu6sImuT1hA+1hnBIYI+xznWNDFHGcYywTD2/K0X6WueCHirjQZtISNBbauTaa2Uk9sY+iPfQ794k4RjhPetoOX/WFOOj7RX3ViIPq4lojMHbZV3upQ/uc55x+OOkaJQ1tkK1FbSFfflyTTvdTymh27yI/5fCp2FL5LxHxjcay7K/Xd0VjoVHbIgPsaDR+M0Nf/4MdUcTxn3wF9mm/vhM0M07/Eh+Zal/jk7HBhx90CowF6iOvgq4j3TMUX2/Ldwj9woe+Vf9QP3VjGx+NN5WjPpV98fuLc9iFyxt5CbVtrXxX6Zzuq/mxo7rm2zT/o45zpIcJdivITYp42sJ9SD9YqA99KP7K02hL+9QX+XT17Gq1r/LltX3czpOaeoI2PuFJHE+w8qSsPvkneEnD08E6z7GCniTlHGnIyz5PqOopVbYxyA7liU+x6ol91RVtwU49sRvLYz/aQV49dRyfapZtnKccttjC07p6Wpg49pWWcmWv8pAmPpmup7iJpyw+MS02RGZ60lZ1NWoXdugJ40Y86/UPdcS6Y3lwky1xTIit2k0ZRZ98v8Z8zcYU9Uab4RVtoP9Up1iqHdQb+4u0+SeulSfaSByf2G7VQdnYo6fJ1f9qU35LubGNpJcNGsP1nvSOXNX32EH7yaN2MvaI1zHn43HeJrVB8ZGh2qkt9mNv5NiobOykjQrNyiad7FcfqK0qI24blYedlBHHi/qHcQQXneNaZF/M2Ob7gXbG6xc7xDYfLxuxHRs5T/kKaqP6nvhYP8exbdiCzYRW8mK/+oy82ElgG/uOOqgXLkXlMu7zHLKCXl9JgfapnjyDaEO+bfEcNvBRPUXsyR9XlVB+8dMxtmi8sK/2cr5eiHmjneIhdjE/vEhbdE73RvITYj/q/qKyYt15DqRRetoCHz60jwBvxctW1ZnPS9lFAX6UUcRHZer6bXTvopzYTmzUeKXeeI42xHORQb7vOKdxEe2PXNQ22asxQXry6jzHKj+WVbQvLrCJ5Yk58dgQz1EOx3EMEccYifZiU+wn0mAjaQgaP7r/ZZGv/yFOdbPVvuygXNqocyoXmxSI03nZpf4nP/bpPPuyQ9eSzlFm7EeVr636VbYpnm0Rk3gtUWe0I/ZhLKfePjbm70dK265dsa/UN9FWldvqdklLDbZaybCnUycPO4flaj8XCBdhoxtEp22jznij63T5iy2PL1DdYPNliJNusvnzvT7GTr5AFOi/dm++yuutCZSJAGMbUeGwPAR6cS/hXish3UorJdjj9xT3vyj6VI7Ed6fu1br3x7pVl7cLCcAJTQG3xYYluZ20Pc3uDCbQAwL4jcuFg+r4txb/Rqv3b7FumMS/ytr591g3bMiXyb/t+Hds/DdnTMO/57CZf/2VIdBvuCco8C9b/tXsYAL9TiC6B/V7W/rR/l7cS7h3cb+Va0czTnJD0fcGeXHpwg2i06EM35GdblO/lbco8c1DFfLv7LcG297BJ8BDIAR8YyvPA8xkD4bU8/3qBhEeRsn7/najnnbK5AcID6o04oDNfFlw41/OwP2FH0v6IsIW/M7r/XBYTltdtwm0S4BrLD4o225+p18agV7cS7jPcj+N/tT1rGZihMkGfXeRjvufHtaul2+x8apnOb8jF2v7cufLP2C+WHvOYcp8sZmdzwRMwARMwARMwARMwARMoHUCi5r5br14pzQBEzABEzABEzABEzABExABi2+R8NYETMAETMAETMAETMAEukzA4rvLgF28CZiACZiACZiACZiACYiAxbdIeGsCJmACJmACJmACJmACXSZg8d1lwC7eBEzABEzABEzABEzABETA4lskvDUBEzABEzABEzABEzCBLhOw+O4yYBdvAiZgAiZgAiZgAiZgAiJg8S0S3pqACZiACZiACZiACZhAlwlYfHcZsIs3ARMwARMwARMwARMwARGw+BYJb03ABEzABEzABEzABEygywQsvrsM2MWbgAmYgAmYgAmYgAmYgAhYfIuEtyZgAiZgAiZgAiZgAibQZQL/P/yudBoe04PTAAAAAElFTkSuQmCC"></p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Suggest how the oxygen consumption rate is determined using this apparatus.</p>
<div class="marks">[2]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>State the relationship between body mass and the oxygen consumption of fish.</p>
<div class="marks">[1]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Predict the effects of global warming on aerobic respiration in fish. </p>
<div class="marks">[2]</div>
<div class="question_part_label">c.</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p>a. the data logger measures the differences in oxygen concentration<br><em><strong>OR</strong></em><br>the oxygen concentration is measured before and after the water passes through the respirometer </p>
<p>b. over time </p>
<p>c. the mass of fish needs to be measured</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>greater body mass, less consumption of oxygen<br><em><strong>OR</strong></em><br>indirect/negative relationship</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. higher temperature, more oxygen consumption <br><br>b. «more oxygen consumption» is due to more respiration/metabolism </p>
<p>c. less oxygen can dissolve in warmer water so less «aerobic» respiration<br><em><strong>OR</strong></em><br>more carbon dioxide dissolved so less oxygen for respiration</p>
<div class="question_part_label">c.</div>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">c.</div>
</div>
<br><hr><br>