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<h2>SL Paper 2</h2><div class="specification">
<p>Consumption of dark chocolate has been shown to have health benefits. A study was undertaken to see the effects of epicatechin (Epi), a substance in dark chocolate, on the aerobic capacity of leg muscles of mice.</p>
<p>A group of adult mice was used to measure the effects of a low dose of Epi given over 15 days. The mice were divided into four groups and given either water or Epi and were either kept idle (no exercise) or made to exercise on a treadmill.</p>
<p>After 15 days, the results were analysed. The blood capillary density in leg muscle was measured under the light microscope.</p>
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"></p>
</div>
<div class="specification">
<p>Leg muscle tension was measured over time during a treadmill exercise in all four groups. The muscle is considered to reach a point of fatigue when there is a decrease in tension to 50 % of the initial tension.</p>
<p style="text-align: center;"><img 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"></p>
</div>
<div class="specification">
<p>The scientists tested the expression of four different mitochondrial proteins. The protein samples were taken from leg muscles. The technique that was used to quantify the amount of protein expressed was Western blotting. In this procedure the thickness of the band is an indicator of the amount of protein.</p>
<p style="text-align: center;"><img 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"></p>
<p style="text-align: center;"> </p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>State the significance of the statement: p<0.05.</p>
<div class="marks">[1]</div>
<div class="question_part_label">a.i.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline the trends in capillary density in the results of this experiment.</p>
<div class="marks">[2]</div>
<div class="question_part_label">a.ii.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Describe how increased capillary density could affect the aerobic capacity of muscle.</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>State the time when the point of fatigue occurred in the Epi–exercise group.</p>
<div class="marks">[1]</div>
<div class="question_part_label">c.i.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Compare and contrast the results for the water–no exercise group and the Epi–no exercise group.</p>
<div class="marks">[3]</div>
<div class="question_part_label">c.ii.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Discuss the effect of exercise on the results of the experiment.</p>
<div class="marks">[2]</div>
<div class="question_part_label">d.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Analyse the effect of exercise on the presence of the mitochondrial proteins in the leg muscle.</p>
<div class="marks">[2]</div>
<div class="question_part_label">e.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Mitochondria are essential for aerobic respiration. Suggest <strong>one</strong> possible role of the proteins that were studied.</p>
<div class="marks">[1]</div>
<div class="question_part_label">f.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>The scientists concluded that Epi significantly increased aerobic capacity in leg muscle.</p>
<p>Evaluate the strength of the evidence provided by all of the data for dark chocolate improving the aerobic capacity of athletes.</p>
<div class="marks">[3]</div>
<div class="question_part_label">g.</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p>there is a significant «statistical» difference between two experimental values<br><em><strong>OR</strong></em><br>there is a less than 5 % chance that the difference is random<br><em><strong>OR</strong></em><br>95 % or more probability that results are due to the experiment «IV» and not random/can reject the null hypothesis<br><em><strong>OR</strong></em><br>there is a relationship/correlation between doing exercise and capillary density</p>
<p><em>OWTTE</em></p>
<div class="question_part_label">a.i.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. exercise «significantly» increased the density with both water and Epi </p>
<p><em>“both” or OWTTE must be mentioned</em><br><br>b. Epi «significantly» increased the density with and without exercise <br><br></p>
<p>c. Epi–exercise had the greatest increase in the density<br><em><strong>OR</strong></em><br>Epi increases the density more than exercise alone</p>
<div class="question_part_label">a.ii.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. increases amount of blood taken to the muscle <br><br>b. increases the delivery of oxygen/glucose/nutrients for aerobic respiration </p>
<p>c. increases the removal of carbon dioxide/wastes<br><em><strong>OR</strong></em><br>increased gas exchange</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>175 «seconds»</p>
<p><em>Accept 170 to 180 «seconds»</em>.</p>
<div class="question_part_label">c.i.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. in both cases the tension decreased over time <br><br>b. Epi–no exercise lasts longer/more time until «onset of» fatigue «than water–no exercise» </p>
<p>c. the rate of decrease in tension is the same/similar in both </p>
<p>d. Epi–no exercise has more contractions per second before fatigue point «than water–no exercise»</p>
<p><em>Do not accept numerical comparisons without justification</em>.</p>
<div class="question_part_label">c.ii.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. «exercise with» water has no impact </p>
<p>b. «exercise with» Epi promotes higher levels of tension for more time </p>
<p>c. «exercise with» Epi increases the time to fatigue</p>
<div class="question_part_label">d.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. exercise has no/very little effect with water <br><br>b. exercise with Epi increased III/IV </p>
<p>c. «it appears that» exercise with Epi has no/very little effect on II<br><em><strong>OR</strong></em><br>Epi relative to water increases all 4<br><em><strong>OR</strong></em><br>exercise has little/no effect on protein I/II </p>
<p>d. exercise with Epi «appears to» decrease I</p>
<div class="question_part_label">e.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. protein channels<br><em><strong>OR</strong></em><br>pumps in membranes of mitochondria<br><em><strong>OR</strong></em><br>hormone binding sites </p>
<p>b. structural/integral/peripheral/glyco/surface proteins </p>
<p>c. enzymes/catalysts </p>
<p><em>Accept verifiable names of specific membrane enzymes</em>.</p>
<p>d. electron transport chain proteins</p>
<div class="question_part_label">f.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p><em>Limitations</em>:<br><br>a. study done on mice and may not apply to humans </p>
<p>b. levels of Epi administered in experiment may exceed levels in a sample of dark chocolate<br>OR<br>levels of Epi administered in experiment may have different levels in a sample of dark chocolate<br>OR<br>chocolate may have other components with unknown effects on aerobic capacity </p>
<p>c. mitochondrial proteins may not improve aerobic capacity </p>
<p><em>Strengths</em>:</p>
<p>d. data supports as dark chocolate contains EPI </p>
<p>e Epi improves capillary density and would therefore increase aerobic capacity </p>
<p>f. Epi improves fatigue resistance </p>
<p>g. Epi in combination with exercise improves it further </p>
<p>h. Epi increases mitochondrial proteins therefore/presumably increasing aerobic capacity</p>
<p><em>OWTTE</em></p>
<div class="question_part_label">g.</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.i.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">a.ii.</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.i.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">c.ii.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">d.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">e.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">f.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">g.</div>
</div>
<br><hr><br><div class="specification">
<p>Three-toed sloths (<em>Bradypus variegatus</em>) are placental mammals that live in trees in Central and South America. They eat leaves and fruit and get almost all their water from succulent plants.</p>
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"></p>
<p style="text-align: center;">[Source: Adapted from Laube, S., 2003. Three-toed-sloth (<em>Bradypus variegatus</em>), Lake Gatun, Republic of Panama. [image online] Available at: https://meta.wikimedia.org/wiki/User:Bradipus#/media/File:Bradypus.jpg] </p>
</div>
<div class="specification">
<p>Three-toed sloths change their body posture in response to the temperature of their environment (ambient temperature). Researchers assessed posture on a scale from 1 to 6, with 1 being when the sloth was curled into a tight ball and 6 when it had all limbs spread. The percentage of time the sloths were observed in each position was recorded at ambient temperatures from 22 °C to 34 °C. The researchers also measured the body temperature of the sloths over the same range of ambient temperatures.</p>
<p><img 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"></p>
<p style="text-align: center;">[Source: Adapted from Cliffe, R.N., Scantlebury, D.M., Kennedy, S.J., Avey-Arroyo, J., Mindich, D. and Wilson, R.P., 2018. The metabolic response of the Bradypus sloth to temperature. <em>PeerJ</em>, [e-journal] 6: e5600. <a href="http://dx.doi.org/10.7717/peerj.5600">http://dx.doi.org/10.7717/peerj.5600</a>. Licensed under a Creative Commons Attribution 4.0 International License <a href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</a>.]</p>
</div>
<div class="specification">
<p>The daily food intake of three-toed sloths and daily ambient temperatures were monitored over a 160-day period from February to early July. The graphs show the mean results.</p>
<p style="text-align: center;"><img 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"></p>
<p style="text-align: center;">[Source: Cliffe et al. (2015), Sloths like it hot: ambient temperature modulates food intake in the brown-throated sloth (<em>Bradypus variegatus</em>). PeerJ 3:e875; DOI <a href="10.7717/peerj.875">10.7717/peerj.875</a> Licensed under a Creative Commons Attribution 4.0 International License <a href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</a>.]</p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>State the relationship between sloth body temperature and ambient temperature.</p>
<div class="marks">[1]</div>
<div class="question_part_label">a.i.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Explain how this relationship differs from that in humans.</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>Describe the trend in body posture as ambient temperature rises from 22 to 34 °C.</p>
<div class="marks">[1]</div>
<div class="question_part_label">b.i.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Suggest reasons for this trend.</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>The mean daily food intake fluctuated from day to day. State the month that contains the day on which the mean intake of food was highest.</p>
<div class="marks">[1]</div>
<div class="question_part_label">f.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline the relationship between ambient daily temperature and food intake in March.</p>
<div class="marks">[2]</div>
<div class="question_part_label">g.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Suggest, with a reason, how the activity of the sloth varies with ambient temperature.</p>
<div class="marks">[1]</div>
<div class="question_part_label">h.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>State <strong>one</strong> feature of the sloth that would indicate it is a mammal.</p>
<div class="marks">[1]</div>
<div class="question_part_label">i.</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p>body temperature increases with ambient temperature / positive correlation;</p>
<p><em>Since direct can be either –/+, no credit for direct correlation alone.</em></p>
<div class="question_part_label">a.i.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>humans maintain/regulate a constant body temperature at different ambient temperatures/maintained by homeostasis;</p>
<div class="question_part_label">a.ii.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>As ambient temperature increases, the sloth spends more time with limbs spread<br><em><strong>OR</strong></em><br>as ambient temperature increases the sloth spends less time curled in a ball<br><em><strong>OR</strong></em><br>as ambient temperature rises, the posture changes from 1 to 6;</p>
<div class="question_part_label">b.i.</div>
</div>
<div class="question" style="padding-left: 20px;">
<ol style="list-style-type:lower-alpha;">
<li>less surface area is exposed when curled up<br><em><strong>OR</strong></em><br>more surface area is exposed when all limbs spread;</li>
<li>curled position prevents heat loss/provides warmth<br><em><strong>OR</strong></em><br>stretched out position allows more heat loss/body cooled;</li>
</ol>
<div class="question_part_label">b.ii.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>May;</p>
<div class="question_part_label">f.</div>
</div>
<div class="question" style="padding-left: 20px;">
<ol style="list-style-type:lower-alpha;">
<li>food intake rises as daily temperature increases / positive correlation;</li>
<li>the lowest food intake corresponds to the lowest temperature;</li>
</ol>
<div class="question_part_label">g.</div>
</div>
<div class="question" style="padding-left: 20px;">
<ol style="list-style-type:lower-alpha;">
<li>the sloth will be more active at higher temperatures as it takes in more food for energy;</li>
<li>as temperature rises, the sloth uncurls to dissipate/lose heat;</li>
</ol>
<p><em>Reason required</em>.</p>
<div class="question_part_label">h.</div>
</div>
<div class="question" style="padding-left: 20px;">
<ol style="list-style-type:lower-alpha;">
<li>mammals have mammary glands;</li>
<li>produce milk for their offspring;</li>
<li>bodies covered in hair/fur;</li>
</ol>
<p><em>Characteristic must be exclusive to mammals.</em></p>
<p><em>If more than one answer, use the first one given.</em></p>
<div class="question_part_label">i.</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.i.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Often steady or constant body temperatures for humans was given rather than homeostasis. Some candidates erroneously described humans as warming up in response to cold ambient temperatures.</p>
<div class="question_part_label">a.ii.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">b.i.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>There were a few beautiful responses where surface area was specifically incorporated into the answer achieving maximum marks.</p>
<div class="question_part_label">b.ii.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">f.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">g.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Good reasoning was not seen often, best answers needed some of the elements in this linkage: higher temperature led to uncurling which led to movement which led to eating because of energy needs; "sloth prefers staying curled up so cold does not affect them" or "sloth enjoys staying curled up" were not acceptable</p>
<div class="question_part_label">h.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Have hair/fur or feed young with milk were the best answers. Many students wrote "give birth to live young;" While this is true of most mammals, monotremes lay eggs. Furthermore, some other animals give birth to live young (ovoviviparous) such as some reptiles and some groups of fish. We credited only characteristics exclusive to all mammals.</p>
<div class="question_part_label">i.</div>
</div>
<br><hr><br><div class="specification">
<p>Edible insects have been a part of traditional human diets in many countries. For example, crickets are insects commonly eaten in Asia and Africa. Many studies have looked at the prospects of raising insects on a commercial scale for direct human consumption as food or indirectly by feeding insects to farm animals.</p>
<p>One factor to consider is which organisms are most efficient at converting the feed they eat into animal protein that can be consumed. A study compared the percentage of mass that was edible in two common farm animals and in crickets.</p>
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"></p>
</div>
<div class="specification">
<p>The yellow mealworm (<em>Tenebrio molitor</em>) is native to temperate regions of the world and has been studied as a possible means of producing food in countries with that type of climate. The amino acid content of yellow mealworms and cattle was analysed. The table shows the results for seven amino acids that are required in the human diet.</p>
<p style="text-align: center;"><img 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gO4LheWXU+KpmBojO+Dg7/e4h15bOkq2xYdp8kcYrpjuv1/EY7pIY5edV4GAT3gy6CoDAlI4F4J9P0nUgy3WcKHDx9Gh4ffNsYfhmr5XgDeWYxhAkYn3m2OiZtFfjzkkzzii/xXVAxS9OEfRUU2bcZ4I6BjPNFHR0dTVcVAZzvUPP+hlv/0SmC7DbqU26n4mc96ixXp8OOTrVYcKUve/OdYzonjk/5IWtkQdEZf8oVBmT7Uc8e0Y3rTxvRQ5+Kq9NYAXxV565WABGYmEIOz/k+k7MufJeDFjbEeYy/l8rIxxh1GIYFjjMfku+uxbEP0xtub8y750QEjlE8M0OiMTIzwMq1LTuLCjxftZv0PtTF+4QdHbmTuEsKBY7ag5EkAbSm98dRDm9GXQDs3JYRD+oR2TRsPZdsd0y2N8HNMl6PD8yEQ0AAfQi+powQk0BCIIRYc9ffETzrG2Kvz1LIePXpUZ1nK97qe+nsqwdis0/JrK9lbne0nGCGzhFoeZbriSllsEcBQ5sgnNzJlnnnOp5Wv0x8/fjyP+MHlrfnX32dpkGP6NqVpDB3Tt3n5bTUENMBXw91aJSCBBQjU20Lq730iMWbZEkHA8xjvY5m/lsW2lWWGGAV1PfX3SXXGG0wZjPBsP4lnfFLZRdLghKeVgHc221AWkZUy8WJne022oeQYr3/yb/qx7v/6e1/7HdN9ZCbHO6Yn8zH14QhogD8ca2uSgAQWJJCtIeV/IsUwrLcr9InHQ4wMjD7Cq1evxlnzX1IxZmOYlxfpccY7nmSryV3/K2oM1Hg9Mb5j1N5Rxc+Kl95ovO/UFYP8s8x/Rnz8+PmNS2lUln2Z/otHkl972ZZQcghnx/SPTfc7prdlFmx3OzXAt7v/bb0EBkGA/0RKwFDJT9Lxwt68hifGK2Uw/LKNg7h4p9tfVml/ii8G87IALeu/otbbTbItZVl6lnJiJBJX/ifX8Iphne/JRx8REs/NDdtYYH58/Lcmnr6MzBj1pG1LcEx/6mnH9CcWnm0PAQ3w7elrWyqBwRLAEGT7QwxujGO2lORFwhh60xpIvhh5+XUP4pAVY5Pv1BXDdmdnOXvBP+ncvkhIPYv8V1QYRFfO72v7CSyRDwt0JYRNvPB5GZT4PF1oy7X7tjGsyhsZ5PGBd6k3cbCof4KwqXRD/zimP3Us/e+Y/sTDsy0hcGOQgAQksOYEvvvu25v/+I//0Xzev3/faPvu3f+5+c///J9N3Onpzwu3gLKRfXb2ayPnw4cPN99889cm/ocf/vfCsu+jILr913/9rzu3+z50U+bsBBzTn1g5pj+x8Gx7CHxBU7fkXsNmSkACAyXA1oXsea6bgPeV38nGi7ZIyLaWvrJ4gEtvbV+++46v9bxru+9bX+VPJuCY/rSlLKQc0yHhcRsIuAVlG3rZNkpg4ATY8sAWhdrIxjBut6IsZnyDBZnlFpSgYuvEuhjf0TO6oTO61TyS7nH9CTimb/+uu2N6/cesGi6XgB7w5fJUmgQkIAEJSEACEpCABCYS0AM+EY+JEpCABCQgAQlIQAISWC4BDfDl8lSaBCQgAQlIQAISkIAEJhLQAJ+Ix0QJSEACEpCABCQgAQksl4AG+HJ5Kk0CEpCABCQgAQlIQAITCXw5MdXEQRDgP8wZJCABCUhAAhLYbgLX139sN4ABtd5fQRlQZ6mqBCQgAQlIQAISkMDwCbgFZfh9aAskIAEJSEACEpCABAZEQAN8QJ2lqhKQgAQkIAEJSEACwyegAT78PrQFEpCABCQgAQlIQAIDIqABPqDOUlUJSEACEpCABCQggeET0AAffh/aAglIQAISkIAEJCCBARHQAB9QZ6mqBCQgAQlIQAISkMDwCWiAD78PbYEEJCABCUhAAhKQwIAIaIAPqLNUVQISkIAEJCABCUhg+AQ0wIffh7ZAAhKQgAQkIAEJSGBABDTAB9RZqioBCUhAAhKQgAQkMHwCGuDD70NbIAEJSEACEpCABCQwIAIa4APqLFWVgAQkIAEJSEACEhg+AQ3w4ffhvbbg9evT0e7uV6OLizdLref58x9Ge3t/WarMWYWtsu5ZdTTfdhFgnjEfmGt8Dg+/+2zOXV6+HacnH8dVzaPt6iFbe1cCGeNdcq6u3jVjPuOa8X99fd2V1TgJbAwBDfCN6UobMiuB169/GV1d/T5rdvNJ4F4JvHjx4+j09OfRy5d/H11f/9F8qJAbRYzuhKurq+b08vLf43zkdyyHkMd1JYDxzRjvCozxg4NvRs+ePWvGdcbz4eG3o48fP3YVMU4CG0FAA3wjutFGSEACQySAgXF+fjY6OHg2Ojw8Gjfh/Py30c7Ozujs7Gwc9/79+9Hu7m7zGUd6IoE1JsD4xpv94cOH0f7+005NX7161aRl/DPuj4+PGw/4sp+8dipgpARWREADfEXgh1ztq1c/3XoU3vW4MI8b80gRb960R4qU2d//eiybMqUHhHTk8biyDHhP+JSh1JFH9Bg5CeUWFOQjk/x4IqMv8urFn++0NXk4r3VJHR4lMAsBjA282Ccn/+jMXs4ZPIV9RkxnYSMlsGICrKmMcZ7udAXGN2so3u8yMM6ZFzHKyzTPJbApBDTAN6UnH6gdGKoYs3kMzuPC1svx7VgDFl3y5ZF6m/d6NOmRIsY1ZY6Ovm8W3k9lvhvLnfUEwxh5bDXJIo5OtUFdyiN/jCHaxDllcgOA8YPhTkAmH0LXzUeT4B8J3IEAhgljb29vr5HCOXF8yr3ijFGDBNaVwNHRUbMO9+l3ff2+SWK9ZX0tnRuMdYMENpmABvgm9+49tO3y8rIxTnkUTmDhvLj4V2OQ8x1vBgb68+fHY+8FeU9OThrjoWsfIAstxjeP4SlHSBnkYRzPGjCU+eA5QR6BGwH0LB/n1/KoL14a8uKRwehBFgFDhzxsDUjINgF0N0hgmQQyTzBgCHnSwtjkBjE3gcwdbgINElhHAtOe2MTIZn198uTJeFwzzic5bNaxreokgXkJaIDPS2zL87cvylw3RnaX4YmBTnj69PZ+v729J40B2+WFjpHbVYaF+O3bTy+iTcOfF9VYzMuA0VIaz2Ua5+hXBupN4CLBp+tiQrnon/weJXAXAtxwchPLDWHGZR7J81SnDMxHxl+5xapM91wC60wgTxgZ33G+oG/79LS9zqyz/uomgbsQ+PIuhS27fQSySL5586a58GMs4Blm6whpvGxDKA3YUNrZeTTKI8fEccwijBek65F60ssyfeeT6u8rMy3+48e2TRg5fYYOOna1eZps0yVQEuAGlRtb5lLmWplen2eLCi9oGiQwNAJcOwi1w4R41tN3726/7zO09qmvBCYR0ACfRMe0TgKlcYBBijGO0cCi+ejRo6ZMl9GMIbu7+/gzmTFc8e5l28hnmWaMmFT/jCI+y8aNA4F2Z5vKZ5mMkMAdCXAzG+N73nGWcX9HFSwugQclEAO8r9JcG/rSjZfAkAm4BWXIvbcGurPX+uXLl40m7TaN/ea83jbCHlbS47ErVc/WjtrbgRHPC2f1VpfauC+96pFfy+LXVRb9hyVcJPhke02pe9cvsJTpnktgGgHGM/u4GecY3l3Gd/uk6avPtjtly9X+fjvvptVlugTWiUC2JuLEKQPXCuZF7Rkv83gugaET0AAfeg8+sP4xOFkgE/gdVzwVeK9ZUDHKs4+VPOR98eJFY8R2GRcYtylDOQKLL2/FI/f4+G9NXIyM8mVKDJfSIMeY58Oj/Ow3RyY6RE4jbM4/lOUmIr+EQnG2yxCXG5A5RZpdAg0BxjD7uJkbfdtOmB/Mk9PTTy8kM+4xXEjLXnGRSmBoBLK2ltv7uBnNtWRo7VFfCcxKQAN8VlLmawjwIiNe5vL3ukkgHgOBwG8aY0ywiPKzUm1efkHkn737pFPm7OzXpky81WUZFmTyYfTm56p4cbM2PtAFoyQ/a5X/Mthn3DRKT/nT3iD80hj7qRvvI9tm4sGfIsJkCXxGgJtExjMh8yXji2PmATeimQtJZ14x/vt+Q/yzyoyQwBoSyNqKYyVjGzUnvTS/hs1QJQnMTeCLm5ubm7lLWUACEpCABCQgAQlIQAISWIiAHvCFsFlIAhKQgAQkIAEJSEACixHQAF+Mm6UkIAEJSEACEpCABCSwEAEN8IWwWUgCEpCABCQgAQlIQAKLEdAAX4ybpSQgAQlIQAISkIAEJLAQAQ3whbBZSAISkIAEJCABCUhAAosR0ABfjJulJCABCUhAAhKQgAQksBABDfCFsFlIAhKQgAQkIAEJSEACixHQAF+Mm6UkIAEJSEACEpCABCSwEAEN8IWwWUgCEpCABCQgAQlIQAKLEdAAX4ybpSQgAQlIQAISkIAEJLAQAQ3whbBZSAISkIAEJCABCUhAAosR0ABfjJulJCABCUhAAhKQgAQksBABDfCFsFlIAhKQgAQkIAEJSEACixHQAF+Mm6UkIAEJSEACEpCABCSwEAEN8IWwWUgCEpCABCQgAQlIQAKLEdAAX4ybpSQgAQlIQAISkIAEJLAQAQ3whbBZSAISkIAEJCABCUhAAosR0ABfjNvWlDo4+Ga0t/eXtWnv8+c/rJU+awNGRQZN4PDwu9Hu7leffV6/Ph236+rq3ajO9+rVT+N0TySwzgQ+fvzYrN31mCX+xYsfb4191vnr6+t1bo66SeDOBDTA74xQAQ9J4PXrX0ZXV78/ZJXWJYF7J9Aa10ej6+s/bn2ePz9u6sYYwfgmMP7Jx1w4Pz8bx9+7klYggTsQwKjG2K4D4/rq6mp0cfGvZlxfXv67Mb4PD7/tzF+X97sEhkpAA3yoPafeEpDARhDAuMYwefLkSW97zs5+bfKcnPxjtLOz0+Q7OHg2Oj7+2+jy8u0IA94ggXUlwJOcrjF6cfGmiT86Ohrt7bXjf3d3d/Ty5cvGCOcG0yCBTSWgAb6pPfvA7WIhLR+Pt16NT0YBCzCP2OtFmC0ufMpA3v39r8ePJMtHluUWFIwWZJJePsJEHvqUASOHsnnMj3wX95KQ56sigAFN2N9/2qvCy5d/b7yDGCddwcf1XVSMWwcCjG/WaG4W68BNJE9zDg+PbiXlJvPDhw+34v0igU0ioAG+Sb25orawwGLcEvIInXOM8HkNA4xvFusszDxmT1xf80hnwaZuHs9zjkGex50ceZyJLu3jzT9GR0ffN3k0wvuoGv9QBN6/fz8es7lB7LqJ7NKHsoR4D7vyGCeBVRJ49epVY2DXRvYkndiSQnj8+PGkbKZJYNAENMAH3X3roXzrfd4dnZ//NlaIcwzh0ns9Tpxwcnr686h9BPn3JheGOJ7BSYZymZ86nz171hjf8SyiA8b3yclJIxvB7K1FNvUZJLBKAjE22sfu7R7w4+Pj5qY2Y7hLP8Y0T3oYx32e8a5yxkngoQi0jpAPI57gzBPOzs6aMT2P0T6PfPNKYB0IaICvQy8MWAeMAD5dj8/xyk0yIOpmkxdvdS0LY37Si5e19w8jvAzIxUCp87HnFt3n0bGU67kElkEg47scnzGqMWC6AvOk3VL1eMS+cIME1o0AThM+5XsLs+jIuL6+ft+8ZDxLfvNIYKgEvhyq4uq9HgQ+fmz36GWx7dIqW0G60sq45KsN6DLPIufI5cPj/a6QervSjJPAqghgkOPhZnzWcwIjhbl3fv7Pz9JWpa/1SiAEGLM8XcTzXTtUkqfryNNKxjxbD8sb0q68xklg6AQ0wIfegyvWf2fnUaMBWzrmfcxYqx4jY9kGMXJ3dx83P3NV1+l3CawzAcZu5gV68sQGrzgeQoxvt56sc+9tr244ZBirGNT1NkTe2eGT93VCiZvKGN88ATJIYNMJuAVl03v4ntuHAcDn8vLys5q6fuGkNq4xJBLwlGBs1FtC2j3mX30Wn3LTjsilnrpuLgz8k6E6fpo80yWwTAKMQV5YrgO/GFR6DzFq+PUexuvFxX9rfNfA/L42BHDI5IX8HLONMGm5sWzH+dfN+s5vgWt8r003qsg9E9AAv2fA2yCen5diEcWDkYDRTLr4wskAACAASURBVBwvlhH29/ebIy/XJGB01MYvsvCc4CEhIAOvCIZIaYxExizH/PxVu7ew/e9qGDPUQVouBLPIMo8Elk2AMchNZ3njyfhkbuSpEt+ZUzyWzwvOy9ZDeRJ4aAKs9bkOMK7ddvLQPWB9qyTgFpRV0h9I3RgCXfunMVzxavCmOuftm+vtPmsWUvbxxWjmOy/jtL9y0ubBuKgNcLwjBP7xSB5dIv8uL5rhocdjiDw8iAT0pf7U10T6RwIrIJAxiIGNQUJg3mCQZItJbly5IcVjXgfHck3E70MgkH8wha71/4No4575MuYQOlIdFyLwxc3Nzc1CJS0kAQlIQAISkIAEJCABCcxNwC0ocyOzgAQkIAEJSEACEpCABBYnoAG+ODtLSkACEpCABCQgAQlIYG4CGuBzI7OABCQgAQlIQAISkIAEFiegAb44O0tKQAISkIAEJCABCUhgbgIa4HMjs4AEJCABCUhAAhKQgAQWJ6ABvjg7S0pAAhKQgAQkIAEJSGBuAhrgcyOzgAQkIAEJSEACEpCABBYnoAG+ODtLSkACEpCABCQgAQlIYG4CGuBzI7OABCQgAQlIQAISkIAEFiegAb44O0tKQAISkIAEJCABCUhgbgIa4HMjs4AEJCABCUhAAhKQgAQWJ6ABvjg7S0pAAhKQgAQkIAEJSGBuAhrgcyOzgAQkIAEJSEACEpCABBYnoAG+ODtLSkACEpCABCQgAQlIYG4CGuBzI7OABCQgAQlIQAISkIAEFiegAb44O0tKQAISkIAEJCABCUhgbgIa4HMj264CBwffjPb2/nKvjX79+nS0u/vV6Orq3b3Wo3AJrCsB5gDzjHnA5/Dwu9HFxZuxus+f/zBOS57ySHmDBNaZwMePH5sx/urVT5+pWY79clx7TfgMlREbREADfIM6c6hNef78eHR9/cdob+/JUJug3hJYmMCLFz+OTk9/Hr18+fdmHjAXCBjdl5dvm/PXr38Zp5HO5+rq99Hu7m4zb5hDBgmsMwHGM0Z4HTCyiT85+cdnY9xrQk3L75tEQAN8k3rTtkhAAoMigOFxfn42Ojh4Njo8PBrrfn7+22hnZ2d0dnY2jqtPMNwpj3FukMA6E+AJTZ83++rqqlF9f//pOjdB3SSwdAIa4EtHuj0CWVB5XNj1SBFvx/7+1w0MHqXzSD2PFnncWD4y55y0LNBse+FDfB5N1mUQfH193XgJI5f6MGYMEhgKAYxsvNl4/7oCY7wrMKfaeXXUeMG78hgngXUgwFMcrhHHx3/rVOfdO64ju47jTjpGbjIBDfBN7t17bhuPB/FalHtVqRKvHIsuXj3O8dSxwObROQsxC/IkYxlj/O3bt6PLy3835ZBFmdSF3MPDbxsjPHmOjr5v6pok956RKF4CSyGA4c0Y39vb65R3enraeMj7jJrOQkZKYAUEXr161TzdKZ/wlGrgAd/ZedQ4XeJMwWHTd/NZlvVcAkMmoAE+5N5bA92Pjo6ahbI0ejGSMR6ePXvWGOKcP3nyaX939nz3LchpFl5BPISEGBp4SwgY4yzQJycnY88JcjHU2U9rkMCQCWQMM7/qwM0tN6jMn8yPOo/fJbAOBNptUh+a9xv69Lm+ft8kse0qThpuPHGwcO0wSGBTCWiAb2rPPlC7MHjxbpd7Vd+8edO8GBYPOenEsaUkHuxp6mFYUC6hNjQwQkivX9LB0McwJ90ggSESYJ5wQ8tLmfX4pj3MJQJPfAwSWFcCjGE+pSOlS1deJr64+Netm0nGNus4jhaDBDaVwJeb2jDb9XAEWCxZKPHK8SgR4xfjgYDhfH7+z9HZ2a+NZzoeDQx38pRG9jwaI4cPjyy7QurpSjNOAutKgBtU5hJPc/p+2YQ8GOaLzp11bbt6bQ4B1t/8ss8iL1cytrl25AXNzSFjSyTwiYAe8E8sPFuQQB6F4wWPhxsDO4HFFGMbTwcfDAvy8aLmooHFGSMkjyzrY1n/onVYTgIPSQDPN3OC+ZEb2Lp+bm4xbtjeZZDAuhLA8x0PdvZ18yI9gXFO3CxOkvrJ57q2V70ksAgBDfBFqFnmFgEWybyMyYuTnPd558iLcYGBnL1/t4TN+IU6KF8v4ngPWejr+BnFmk0CD06AscpLZ4xd5kaf8Y1i8Qj2vZz54MpboQQ6CHATWTtFcL4Qksa1oN1K+NWtX8UiD8Y78+LpU3+asAOvURtCQAN8Qzpy1c3gZTEWTBbU0juHpxtvB16PBOLIdxcvdV7KxGPIYk3A60I9pOk5CW2P604A45v5gOGNcTIpvH/fvrC2u/t4UjbTJDAIAjhS+LBFsXSasH2FJ5zT5sMgGqmSEugh4B7wHjBGfyLAwti11xojN14NFtF2S8j7W4Y1RjYv4bA9BQ9fwizGRvJ2HfGwX1z8dyMzvzce77qLdhcx49aRADej+f175kc5R9C3nGN8Zy4S1/eEaR3bqE4SmESAXz9h3GeLCnnZ1ki8QQKbTOCLm5ubm01uoG17OAIYwhjh/me+h2NuTRKQgAQkIAEJDI+AHvDh9dlaapyXbjS+17J7VEoCEpCABCQggTUioAG+Rp0xRFXYu8oeVgJbTfCAGyQgAQlIQAISkIAE+gm4BaWfjSkSkIAEJCABCUhAAhJYOgF/BWXpSBUoAQlIQAISkIAEJCCBfgIa4P1sTJGABCQgAQlIQAISkMDSCWiALx2pAiUgAQlIQAISkIAEJNBPQAO8n40pEpCABCQgAQlIQAISWDoBDfClI1WgBCQgAQlIQAISkIAE+glogPezMUUCEpCABCQgAQlIQAJLJ6ABvnSkCpSABCQgAQlIQAISkEA/AQ3wfjamSEACEpCABCQgAQlIYOkENMCXjlSBEpCABCQgAQlIQAIS6CegAd7PxhQJSEACEpCABCQgAQksnYAG+NKRKlACEpCABCQgAQlIQAL9BDTA+9mYIgEJSEACEpCABCQggaUT0ABfOlIFSkACEpCABCQgAQlIoJ+ABng/G1MkIAEJSEACEpCABCSwdAIa4EtHulkCDw6+Ge3uftV8rq+vOxv36tVP4zwfP37szNMVibzDw+9GV1fvxsl7e38ZPX/+w/h71wnp5Ft2QA/a+vr16bJFK08CSyFwfn422t//ejzfps2VpVSqEAksgQDrat+6zdrLtSDXGs77rjdLUEURElgLAhrga9EN663Ezs5Oo+DFxZtORYnf3d3tTJsUSbnLy7eTsnSmvX79y+jq6vfOtLtE7u09GV1f/zF6/vz4LmIsK4F7IYABc3r684jxzzi9uPhXc/OKsWKQwDoTyNjt0pFrAI6eZ8+eNeM6a/vh4bejeRw6XbKNk8A6E9AAX+feWSPd9vefjt6+/dxYjgGN8WqQgATuhwCGCMb30dH3o8w1jnxnDuotvB/uSr0bAcYtN4gfPnwYcQ3pCq9evWrSDg+PmmQcPsfHx82Y7nP6dMkxTgJDI6ABPrQeW5G+T58+bbxttUfizZs3jRHQpRZej/pxecqzbYUPAe9H+SidPHzP40jSy4W4awtKHm+mDHlKowQZfMp8PA7le0K9BSVba3jsT9nIfvHixxQZH5M3eUq540yeSGBBAox/5sXBwbNbEnhagzd8kSdQtwT5RQL3QIC1EoP65cu/d0pnjWbdxftdBox1xnWM8jLNcwlsCgEN8E3pyXtuBxd+DIDSEKbK9vHh7cWTeAxQjFI8dCykl5f/bgziPC5nQc6izKN0HqsnIJNFm3J8OGchj/GefDmSRl3Iu13X7UeYLPR48Vtd/miMGcrVbYrcHM/OzkYnJyeN7JOTf4wwyCmXQJuIy9YAjngr0csggWUQYOy3c+L9rb2yjrFl0FXGfRE4Ojq6tbbX9Vxfv2+iGNul04U1tXSg1OX8LoFNIKABvgm9+ABtwMNWb0PBcN3ZefSZ942FEwMVoz37qSmPEYsRPM073Ob9x7hVeEcwQLLdZZwwGjXyMH6pJ96S1IUeGMJlwIBmsSccH/+tOb579+kl0DJvzrmI5LE/dSD/8vKySaZu9EJWvJMc+U4a7TVI4K4E3r9vDRWMFMYjN5rslb26umoM8rvKt7wE7oNA37aT1BUjmxvJJ0/ad3DidHEPeCh53FQCGuCb2rP30C62oZRGMN7k+tEh1SYP+cuAEYvx27WXvM5Xfo/BXMblPIZwV10YyqV3GznEJUySmzwc9/b2yq/NTUciYrzH+E78/v5+cxr9Eu9RAosQ4AaUT3mjx/jFGGe+Zc4tItsyElgVAcY0AUM9zhq+t08zrxsnxqp0s14J3DcBDfD7JrxB8jEyS080xm28zmUzs6ji1cie6BxJS3pZZtFzXu4hdBnTeOeXWVeXjpFf7nWnrewZJ0S/rrLGSWBWArlxzI1dyuXmEE+4QQJDI5Bxjfe7DMSzpsfBUaZ5LoFNIfDlpjTEdtw/ARZFPBW8eMmjQ867Dd92iwd7oWvP8LK1fPToUSMyhnAp/+PHD6Pd3cdl1NLP0362A+R86ZUocOsJTBrnwHHsbf0QGSSAGOB9yjuu+8gYvwkE9IBvQi8+YBuyDaVv+wmqZN9f7b3ASOaXR8oXGO+qejyC9bYW9l5zkxAP4V3r6Ssfz029BYCnA3jCyy0wfTKMl8A0Av3jvPV8Z85Nk2O6BNaJANsSMcJx6pSBtZvrRdbXMs1zCWwKAQ3wTenJB2oHHm0WRwzOPu82CypbU3jZMi9cspjyAhkejbz8GO8G8vgsEljAUxcvPRKQ9eLFi2Zhzy+tLCJ7ljLUjQ7lr6lg/PMdo6iP0SyyzSOBEMg4Z4xnrjCn+IUexuA0T2LkeJTAuhHgesCamfUb/Vg/M+bXTV/1kcCyCLgFZVkkt0QOF3oWxmmeZX5t5PHjx6Ozs1/HHm8M0vPzf44fl2Oc4vnAMEcmP0e4SEhdLNr5WTZkv3z5y7iuReTOWga9qZt2JGAUoZdBAssikHF+cPDX8bsN3GCWL68tqy7lSOChCLBW4ow5PT29tX6fn//2UCpYjwRWQuCLm5ubm5XUbKUSkIAEJCABCUhAAhLYQgJuQdnCTrfJEpCABCQgAQlIQAKrI6ABvjr21iwBCUhAAhKQgAQksIUENMC3sNNtsgQkIAEJSEACEpDA6ghogK+OvTVLQAISkIAEJCABCWwhAQ3wLex0mywBCUhAAhKQgAQksDoCGuCrY2/NEpCABCQgAQlIQAJbSEADfAs73SZLQAISkIAEJCABCayOgAb46thbswQkIAEJSEACEpDAFhLQAN/CTrfJEpCABCQgAQlIQAKrI6ABvjr21iwBCUhAAhKQgAQksIUENMC3sNNtsgQkIAEJSEACEpDA6ghogK+OvTVLQAISkIAEJCABCWwhAQ3wLex0mywBCUhAAhKQgAQksDoCGuCrY2/NEpCABCQgAQlIQAJbSEADfAs73SZLQAISkIAEJCABCayOgAb46thbswQkIAEJSEACEpDAFhLQAN/CTp+nyQcH34x2d7/q/Bwefje6uno3Fvf8+Q+jvb2/jL+v+uT169NG71LHaTqRl/ZSdtkBNjAySGASAeZVPU743jcP72u8TtLRNAnMQuD8/GxUXkP297+eura+evVTM9Y/fvw4SxXmkcBgCXw5WM1V/MEI7OzsjK6ufr9V3/X1dWMkYCxcXPz3aHd391a6Xz4nUDP8PIcx204AQ5ubwP39p7dQvH79y63vfMFAOTj462hn59Ho+fPjz9KNkMAqCWB8v3jxYzM2Ly7+1aiCYwMDm9A1Zi8v30410FfZJuuWwDIJ6AFfJs0tkoXBfXx83BgBFxdvtqjlNlUCyyeA0Y2n8NmzZzMLx7jBCO8yzmcWYkYJ3BOBs7OzxjHz8uXfxzVgdHNzeXb26zguJ4xlxjQOH4MEtoGABvg29PI9tTFe73fvPm1Doaps/eDRONsu6u0c8Z7nkTqPJfGWJGDQ57E6Hvbk45yyBDyFyK4fU2YLSSkvcjmiC/VFZpd+ZX7O0afUg7JcKBJm0Ze85RaUWct01Y8utNOwOQToU4zvg4PZDHDGTzsuj3z6tDnDYKNagtf78vLfn7UJA5t1vF67WdN5mnN4ePRZGSMksIkENMA3sVcfqE0xhp88eTKukUX17du3zZaV6+s/msWUR44YCwTSDw+/bRZgFmfyHB193xi0tdF8evpzY5SQh8X8+vr9eG/s0dFRI6su8+bNm8aD0mXI5PEnHhlk8jk+/lvzSDT6jRvy5wmGbmvs743L4HEkfx6lpswkfZOnPk4rwyNZ6idEZ87Lm5Fapt+HR4Ax1fVIvq8lp6enzThn/BokMCQCrZNk95anm3WceJ/mDKkn1fWuBDTA70pwS8uzWGIE4AWvPRYnJ/8YL64Y14R4yTFaMdxPTk7GnjsMDwxmjNEyEBfZe3tPmkeX1IsRz2NM4upHmRjGpHU9xiQvMkvjPPKjX1k/512PUSm/u/t4dHl5eSv7JH1vZSy+TCuDpx3G5+e/jUtxTvvqG4BxBk8GR6De8z2pAdyUMQ8Yu13jfFJZ0ySwSgIY2qz/uS6gC99Zy7iZzFPVVepo3RJ4KAK+hPlQpAdcDwYv2y7qgPH48uUvt4wADIJyEa0NBIwH0jGey4AXHeOZ9ITHjx/ntDnWsnhkz8JNOXShLIt5ueewFJDHoXjCP3z40CTVHvQyP+fcTBDI9/79++YcwxsDqG7DNH2bwtWfSWVoC5/cJJRFqbtkVaZ5vtkEeMpDKI2YzW6xrdsEAqyZrNes1eXTnvYJ45NbcZvQXtsggWkENMCnETK9MbCX9QseGPN9Bj2oSZs1sIjjNccgYVGftP0EmRjq2c4R7yGPPNnO0RdaA7jdMtN63fdGbH85+7Rlva/oneM/fvx0k9B3owCv+sbkzhUrYK0JMI65AStvdNdaYZXbegKsozG0y20mOENY58onfFsPSwBbQ0ADfGu6ej0a2nrIHzd7uvs0wsCYNWBIs4izwOMRxhDvC2znwHDJT2KRj3KTAmUwcrkBKQ1dDH9eGLrPEPncaPR59e+zfmWvHwHGOONxnl9LWb9WqNE2EWA9x/PNtr3a0GYdZTzzgnod2pfWXftqLn7fHALuAd+cvhxES/Ai8zIli24ZWKBZcOv4Mk/XeQwRDGWM6Xyv837aO75/K4n4SYF0Lhyl8Y2O8+o5qY6+NDycfOq95uTnJ+v4GLaLwNXVVdPgvb297Wq4rR0kAdbleL5r45sG4djIy+U5ZnsKaToeBtntKj0jAQ3wGUGZbTkE8qsNLMrxPrO9Ai82aaWhO0uNeLQx6vEMYqz2vcyWR/Z4Y1JvPDPU02dQIw8jPF55yqJ7a4S3W0Rm0XPRPDChfupM4KJG3MuXLxPlcUsI5D0EbgoNElhnAqxTrO08lSy3nayzzuomgYck4BaUh6RtXY2RzH/OxOPN73ETMLrxdMTzMS8m9mRP236CTC4CL168GNeLUc6LbPw6SjyLdd28hImxHQMYXdn2grGPUd5nuNdyFv2evertr7G0L8KiN23pu9lYtC7LrT8BxhtjkPFnkMC6EmCc5r0V1smul/jZCshaZpDAthL44ubm5mZbG2+7N4MACz3eFhf0zehPWyEBCUhAAhLYdAIa4Jvew1vQPvZC4xH0MecWdLZNlIAEJCABCWwAAfeAb0AnbmsT+PlAHm3ySD6/172tLGy3BCQgAQlIQALDIaAHfDh9paYSkIAEJCABCUhAAhtAQA/4BnSiTZCABCQgAQlIQAISGA4BDfDh9JWaSkACEpCABCQgAQlsAAEN8A3oRJsgAQlIQAISkIAEJDAcAhrgw+krNZWABCQgAQlIQAIS2AACGuAb0Ik2QQISkIAEJCABCUhgOAQ0wIfTV2oqAQlIQAISkIAEJLABBDTAN6ATbYIEJCABCUhAAhKQwHAIaIAPp6/UVAISkIAEJCABCUhgAwhogG9AJ9oECUhAAhKQgAQkIIHhENAAH05fqakEJCABCUhAAhKQwAYQ0ADfgE60CRKQgAQkIAEJSEACwyGgAT6cvlJTCUhAAhKQgAQkIIENIKABvgGdaBMkIAEJSEACEpCABIZDQAN8OH2lphKQgAQkIAEJSEACG0BAA3wDOvG+mvD8+Q+j3d2vpn4+fvw4Iu/e3l/uS5Wlyh2SrkttuMLWlsDr16fN/Ml8Ozz8bnRx8eaWvtfX1yPik4fjq1c/3crjFwmsE4Hz87PRwcE34zG7v//1iLFeB64d5bjO+dXVuzqr3yWwMQQ0wDemK5ffkNevfxldX/8x/hwcPGsqubr6fRxH+s7OzvIrv0eJtIs2GCSwDgRevPhxdHr68+jly7+P5xV6caN4efl2rCLfudm9uPhXk49xjIFDeYME1o1Axub+/v54XB8dfd/cNJZGOEY24/rk5B/jfLnu7O09WbdmqY8ElkZAA3xpKBUkAQlIYD4CGB6tl/DZ6PDwaFz4/Py35sb27OysicP7jaFydHQ0ilHCDTGf0kgfC/BEAismwNjd3d1tbiyjyvPnx6P9/aejs7NfEzW6urpqzok3SGCbCGiAb1NvP0Bb8Wzk8SGPFUtPB4/LicNjlzx5zM6xfLzOef34ke9lnvpxJjKQS51lPs4xYBLKLSgYQJRBt1IvHptGt5SbRcfk9SiBWQjw9AhvH96/rpBxGyN7b2/vVrYnT540Y7ueK7cy+UUCKyDAk5rLy39/VnM75q8brzeJ7969awx1jHWDBLaJgAb4NvX2PbcVY/bt27fN9g6MCjx6GLalIUsejArSeYQeDx5GMSGPHjkvDWfK8J2QLTBdjzNJ53H+s2fPGlnt4/r3zeP8pnDPH4z2GEPI5xyDHH0JGEDTdOwRbbQE5ibAeGfsxeB+//59I2N39/EtWYxTQgz1W4l+kcAaEuBmEWM7YxcP+M7Oo1t7xcu1fw2boEoSWAoBDfClYFRICODJy8KKgUzAw1EGjGNC9pS3nufdEY/dE/IIPi+Z5YjRHvk8zkQGBncM5cjN43we1/Nok0W/zJN6ciwflSIfHckfz+MsOkaWRwnclQBjmsCWk1mCBvgslMyzagJst2Ks5tqAPtfX7c0la34cMNx4Hh5+O3HNXnVbrF8CdyWgAX5XgpYfE8BwLR8jxlAeZ/jzJF49vrIY8+na/4fxHAOYI99rmU+fPm0W6dLL/vhxt5ew1qP8nn21iSvrmVXHlPUogbsQ4GkMhgovZdbj8i5yLSuBVRLACYIjBacJzpMEnjjypLJcczHQWXfjeElejxLYJAJfblJjbMvwCHz8+KFRGoODT1fAE82nXKCTL3F96cl3l+OsOkaXu9Rl2e0mwI0kRgcGSmmkTKNS3vhOy2u6BB6aAMZ0++7Nk2br4bT6s0UlL2hOy2+6BIZIQAN8iL22QTqz94+AsYHHry9g3GJk1yFx92mAzKpjrZvfJTAPATzfMb7ruZCnOjyuL73iDzH+52mDeSVQE8hNJe8vlNsM63xd33VqdFExblMIuAVlU3pyoO3AcOZzeXn5WQv4JRI+hL593Lz0SSiNkiZiiX9m1XGJVSpqiwhgRPPSGcY3hndtfIMiW7RqjyDvV2Ck3Of436KusKlLJsC7M/F8dxnfbC3ML1eVVeMxZ16wxdAggU0loAG+qT07oHYdH/+teUkyvzKC6izc7Bl8+fJl05IYJeSJ1w+PId4V0u7TA44Cs+g4IOSqukYEML4xRBjHfdtOGN8Y2bycybwgMPb55IXjNWqSqkigWcPZVsieb16e7wrcWPLhd8GzrpOPcc5475sPXbKMk8DQCLgFZWg9toH6YkDgxWv/ccNXTQtZfFm04/nDAMGD8urVq/G/vCduktGyTFSz6LjM+pS1HQQwoGNQ4wHnUwbmRf5r68nJSTP+81SIfIzL3JyW5TyXwCoJYEznnR7GOF7uOvDiJet8u663/yMieRjXXR7zpHuUwCYQ+OLm5uZmExpiGyQgAQlIQAISkIAEJDAEAm5BGUIvqaMEJCABCUhAAhKQwMYQ0ADfmK60IRKQgAQkIAEJSEACQyCgAT6EXlJHCUhAAhKQgAQkIIGNIaABvjFdaUMkIAEJSEACEpCABIZAQAN8CL2kjhKQgAQkIAEJSEACG0NAA3xjutKGSEACEpCABCQgAQkMgYAG+BB6SR0lIAEJSEACEpCABDaGgAb4xnSlDZGABCQgAQlIQAISGAIBDfAh9JI6SkACEpCABCQgAQlsDAEN8I3pShsiAQlIQAISkIAEJDAEAhrgQ+gldZSABCQgAQlIQAIS2BgCGuAb05U2RAISkIAEJCABCUhgCAQ0wIfQS+ooAQlIQAISkIAEJLAxBDTAN6YrbYgEJCABCUhAAhKQwBAIaIAPoZfUUQISkIAEJCABCUhgYwhogG9MV9oQCUhAAhKQgAQkIIEhENAAH0IvqaMEJCABCUhAAhKQwMYQ0ADfmK5cfkMOD78b7e9/PVHwq1c/jfb2/jIxTxKfP//hVl7KEWeQwLYTeP36tJkbu7tfjfgw9y4u3nyG5cWLH5t08jA3z8/PPstjhATWhQDj8+Dgm1tjlrFeh3JcM7a5LlxfX9fZ/C6BjSKgAb5R3bncxhwdHTWL4OXl217BLLCHh0e96ZMSrq5+H71+/cukLKZJYOMJYHycnv48evny76Pr6z+aD43GCCnnHkb51dXViHlDvvPzfzblugyajYdmA9eeANcGxvb+/v54XB8dfT/CaVOOWb5zs3ly8o8m3+Xlv5vrzuHht2vfRhWUwF0IaIDfhd6Glz04eDba3d0dnZ11e9lYYD9+/Dh69uzZhpOweRK4HwLMn9ZL+OzWjez5+W+jnZ2d8dzDQMEY56aYeAJzE4MG4x05BgmsEwGuG4xRbiwTnj8/Hu3vPx2dnf2aqMb45loTR047rlvnj17wMSZPNpCABvgGduoym8QFngt/1wX+zZs3zWK6t/ekqRJPRh6hc+TRY9dj9OhXbkEhH2XwjODpixzO60WYPDx+Tx48hV36DqASjQAAIABJREFUpR6PElhXAhjTeLPx/nWFjP137941yRgvZcBYYeyXnvIy3XMJrIrAxcW/Rniz69CO+etm3DK++Tx+/PhWtozzSdePWwX8IoEBEtAAH2CnPaTK8UrgpSvD1dW7sUeOeIzg1kvH48P2MToLLY8g5zGO8ebhUUcGC/j19ftb+8QxvjH0uTEgz6fHld+V6nkugUETwChh3uzt7c3UjhjqM2U2kwRWSIBrBzeOXB84J/C9DKQRPnz4UEZ7LoGNIqABvlHdufzGsBDijcDbXQa+s2jy6JCLP8Y3RnG5kPK4fF7vXPkoEs86dbNII4d6ML7Jw6NMAvWdnJw0ecp9haWunktgaAS4ESUwhwjxEHJDWoZ4xss4zyWwrgRw5LCOc62YJXhjOQsl8wyVwJdDVVy9H44ARgBbQXjMXT4azCKKEYw3GiMZA5nAee01n0XjGBrJG08I3/OY/enT24/hMdTJ9/bt27FhnvIeJTA0AtxIMnfYO5vtXTyJYk/t6Sm/ltKOd256F5ljQ+OhvptBAEdK7UDZjJbZCgksRkAP+GLctqoURjcX/XjBufBjYGd7CjBYWNnTHYMAg7hvX+ui8KiTUP9kFXvBSUv6ovItJ4FVE2BuMZd4wpOnPNEpL2YyzxjzGOT5FaHyRjX5PUpgXQjgyWabIteRjNlZdCufqM6S3zwSGBIBPeBD6q0V6sq+bB6LY1Rz4ccoz0UfzzReOwyG8o33GOPLUjv1sYCzDcUggU0ikPcb6nmUNjL+a+Mlc0xDJZQ8rhuB3FTu7j4ecRNZhjzhqbeaxJny6NGjMrvnEtgoAnrAN6o7768x8cZhJGBwZ28qNfLbxIQnT9pfQ4kW79/f3q+a+EWP2f5S73tlscYrmO0vi8q3nARWQYDxyxYvxi83sOVNbPRhzuH1zjasxDPHML4zNxLvUQLrQICnlfF818Y3+jF2+dTXiozzWV9CXoe2qoME5iWgAT4vsS3Oz5YTvOB4LcoLPv9ogYBnPAFDnQ8h3oykLXpkoUaHWjYLPN7B4+O/LSrachJYGYG8X4HhnRvdWhnmG/OOPeCZT3i/8S4ue6tXXbffJbAIAYxvxihPK+snN6U80smXpzl4w7mW1NeZsoznEtgEAhrgm9CLD9QGtqFw8a//8Q4LJUZA+/NS7b/S5oXIePJq78Zd1KUe5PKPHPAI4vkm8F8Bs0XlLvItK4GHJIABnZ9iwwPOmC4/Gd/oFCOm3APOXChvhh9Sd+uSQB8BrhMxqBnj5ZjOecY9jhMcK3m3h//x0LXdqq8u4yUwVAJf3Nzc3AxVefWWgAQkIAEJSEACEpDA0AjoAR9aj6mvBCQgAQlIQAISkMCgCWiAD7r7VF4CEpCABCQgAQlIYGgENMCH1mPqKwEJSEACEpCABCQwaAIa4IPuPpWXgAQkIAEJSEACEhgaAQ3wofWY+kpAAhKQgAQkIAEJDJqABvigu0/lJSABCUhAAhKQgASGRkADfGg9pr4SkIAEJCABCUhAAoMmoAE+6O5TeQlIQAISkIAEJCCBoRHQAB9aj6mvBCQgAQlIQAISkMCgCWiAD7r7VF4CEpCABCQgAQlIYGgENMCH1mPqKwEJSEACEpCABCQwaAJfDlp7lW8I7O5+JQkJSEACEpCABLacwPX1H1tOYDjN/+Lm5uZmOOqqqQQkIAEJSEACEpCABIZNwC0ow+4/tZeABCQgAQlIQAISGBgBDfCBdZjqSkACEpCABCQgAQkMm4AG+LD7T+0lIAEJSEACEpCABAZGQAN8YB2muhKQgAQkIAEJSEACwyagAT7s/lN7CUhAAhKQgAQkIIGBEdAAH1iHqa4EJCABCUhAAhKQwLAJaIAPu//UXgISkIAEJCABCUhgYAQ0wAfWYaorAQlIQAISkIAEJDBsAhrgw+4/tZeABCQgAQlIQAISGBgBDfCBdZjqSkACEpCABCQgAQkMm4AG+LD7T+0lIAEJSEACEpCABAZGQAN8YB2muhKQgAQkIAEJSEACwyagAT7s/lN7CUhAAhKQgAQkIIGBEdAAH1iHqa4EJCABCUhAAhKQwLAJaIAPu//UXgISkIAEJCABCUhgYAQ0wAfWYaorAQlIQAISkIAEJDBsAhrgw+4/tZeABCQgAQlIQAISGBgBDfCBdZjqSkACEpCABCQgAQkMm4AG+LD7T+0lIAEJSEACEpCABAZGQAN8YB2muhKQgAQkIAEJSEACwyagAT7s/lN7CUhAAhKQgAQkIIGBEdAAH1iHqa4EJCABCUhAAhKQwLAJaIAPu//UXgISkIAEJCABCUhgYAQ0wAfWYaorAQlIQAISkIAEJDBsAhrgw+4/tZeABCQgAQlIQAISGBgBDfCBddg2q/v69ek2N3+pbR8Cy+vr69Hl5dultvs+ha0706HxvM++UrYEJCCBVROYywDnYri7+1XzOTz8rtH948ePo+fPfxjHk07a1dW7Vbdt7vrRO+2rj+fnZ3PLm1aA+sJxWt67ptOeSQYC/UWevb2/3LWqph5k3TWUOsPp7duHNcbo84ODb26NiVevfrprsxYun/l3V6OUcVC24yHHYdn4tId+Zg2pw/7+16Orq6smGp2XMaYQlnq7OL548eOIemcJJbea6SzlyzyT2odOtL1rDUJX0mcJ98Vzlrr78qTdtI9P2RbWpHL+cd7FgBsL1q06jTEeuZTt6u8+vR4iftI4LMfWNF3myTtN1rR0+qdcO6blL9Mp2zXPyzxd59gY6cf6uIi8rjrmibsLg7qecnyXbaNP1ymgZzk363lb6l7PM8bLrGvqOrU5upTrSL3OlGkwgBHjddYwlwEeoScn/xidn//WfGUCtJ6Vf4+ur/8YXV393ijAAJpHkche9XF3d7dpB20pP4eHR6tW7V7rf/PmzWhnZ6fps4uLN3eq6/nz44bdnYSsuDALDJNpb29vPA4Y97BhMVrF2N7ff9rownGZgbmc+bxMudNkMeYy316//mVa9rVLf2huLPastcsI6zBHMZhpE/OKtbbleTZ2FLx69app6uVle21hfSJ/GTDSDw+//Ww+Mn/5IBPZlOVatYp5W+p7H+cPNQ5hTZ89efJkoWZwM71I2Rh0rBHlNZnzh1437sqgBMdYRF7mYtpGf9Jmxu+qAzpyvUPPMtQ6Y/exlh8cPBuV1yeuoevQjlL3ec7bNeRslDXo+PhvjV2Qp4mkv3z591vrV+0ImFTfQgZ4BEaJo6OjBj7xLHQnJye3DDkGU3mnVxrnNIA7hzJwt5Q7QI5lWQwg6i3jyrtgGk/53JGVCzZpxGdCl3XOes6Aiuz6bgi90Dfp9cBNW0kn7fr6fW+1NTPKUJ5AGt9pd19dZVrJp6tCJhlsGFxMIgyjOpTy0kb0iS7pD45pZ2SQp+yTtAM5fBLgV7Yz8TBHRuoivs5X9i3y6ZvUyRigjWUb6r5JXRzRgzJMLIyDBG7Czs//2fQb9RHQP21HJ8Zn2V70CK/IKccQZUpdyIvepcyM4bSfYxhTvvwgmxAGSUMmOvOJPNKQRZ18Ekr96jFOmejIeZ0eGTn2yUIGuqTP0aMM6EtA11K3sg+Jp18J8/RvU2CGP2HcVyf1px0102n60N6MT46zPt1JPV3qI7McN/QPbSDUPNO2yKnHS1kPbaR8KbtMr/s4dUZ235F1Zm/vySjODS7cfIiHH+0pry2cEx9jgPFD35RzNHUhozQG6rLJVx+RX3JLOuM8bS7bS95Z529kzXus+4ry9Af9Qsg45LweA6Qxx2YNMKWttKvkEMcDcmDO9zpQFr1SlrrhSUi/7e/v18Wmfo/+jJW+UI/fcgzSX+ic8QujvnYin/qSt+zfLga1bMqlX6IrefjUIdf/+qaEOcB1+P371j5I/4drxiHyOKe+6Av/zA/SOU8a5eGQAIPoS1rJLGWR9/Lly7F9l7L1ET3o48xFzpH9+PHj8fyuy/R9T3tpV9pc6k3/lGlpV8Ya/ZtxyFhO3tRXj9OSZ/LkeHr6c7Mm0R+E3HjwnTWbI3EE+o0x+u7d7ZuVJrHvz80c4e3b/+/mP/7jf9ycnf06LvWf//k/b7755q83pHWF9+/f35Dnu+++bZLfvfs/N//1X/+rKUPE6enPjcyyLOnJz5E637z5f28o++HDh6YseTgnnnTkkJ5z5KETdZM2S6Au5PaFn376fxr5aeuPP/7fY90oAwfK0+boSf18j55hl7JpZ1knZSn3ww//exwdDrQx/UB9yOZDvXwnoCflS14ll7HQP0/QiXTkpD/QIWGSvFIX8vM9MviOzLItJUPaVLafvKWe5Xmdt0yjnrShrJ+6aAccYBle5EceepXtJJ4Q/bvSSKfvKEtADrpkfFIXaeQhRC/yECKbfITwS19HHvnK/MhPXo51SB/BMPkigzjGR3SODpFRsi37h/SMU+on0A7kRIfo28VqmixkT5pvZR9HZ+ojwI906iDM07/hkzY0Av78U+pU15lyqbPklryRNUmfzIm+MRIZOaYPMpY4JsCPdPjTLxlHpKdvMta6eJIvaxNtIKSesp1dZSmXvKkjfU4bFwnMUT7p37KPkIkeaT9H4ur4ul7YIHPSWCvLpO8SFz7olH5OezMmwj3MwzL5M38ik2PKlm1M+qSxRR7aQh5CmZf46AKXci2K7L5jdI3u6dvoV3Mp5aQtKVvXHYZd60Qpp+ucerN2daX36Z1xQt+X46Yvf9nOjJWMHWQQaga17HL9ID8y0R0edYgeGUtJz3gmnQ/lo1s4pm0Zb6RH1+ieOZRxwndkIZOQuZp1KPXnSP7Ui8y+fOQp+VIeXVJPzSTy+46UQx5skRP5kUd70Ic0QvJzrMddxjDyCGESWcgumTSZ/vyTfuiau2RhLIRtys3b1jt5wDHqeQT08eOH8V0Gdxvc7eVuhLtGzvOoiDsEPK3cmZV3an03CMTjVcebQVnuGil3dPT9OJ5HN9yFnJ7i+Xxy644E7wp3MbMG7q5y15Vj7gy5c6Ie7nQI3O1xB4S3Je3Ba0ocOrdsPjbegtrbQ1nydAXieaQTZuR59uxZkzVcE0ddfNApd9ToSbthgSyeSEwK6EZ55MCZgIyEWeRFv7BJ2fT/8XF7l5jHNXW+5F/mEZ3CGD3QgTYS0jdlO1M3ngfypWzic+Sunn5IX5Av4/Py8rKJp50E+iFM+Z47aPqGEO6RRRzycledsvECNYWqP7SBMZrxiMzMCbJmfJR1VCLGX5HVN8aTCfnpv/R7xl7ycJxFVpl/lnO8MQT40S4eazP35unfWeop86TO9NWkvqDcNH0yJ/rGSFl3eZ6xhMem1oExM8uaUcrLedamjDnq4VPOjb4xWY+pzO/Ms9QxyxHPVbu2t57uaWXQcVo9zAu8YK3c76eJbNKfPn3a5KcMIZ6uXFuYW8ucv/HQ5XrDERaLhHJctPPj97FXcpo8rpMwLccB/Z6nM8ju49215lA244OyMCNu3kA/IKfkwzn9Snyf3vFEUp5xSdsIffnTTvKgL+XQ9+LiX80n8SWDWjbXhrIPsEnyZLmpvPjDdQb5GUuRj7eXOtIXzOust8kbrqmfdGTxpIf6+VA3ctjSQqAs+ZjvBNZOvsdr3UQWf5K/iOo8PTs7a+oOXzKhS8ZRZ6EZIrlGIwcdkR07rt2i8+8mDTG5RnI+bW2dx0bMNY1xkadCeNazLqYPZmhKb5Yve1NmTAAO+2MYCHQEHY+CgLi4+O/mMQqDAJAJlCHkBavE9x0z6Moy5SRIOXSgfibnogG5tKcOyAU4E6wMbfu5cLQvi5W6IosPEw3d0u6UL/Mmrjxy8aAs9cKzDuxPLgP5uvScVA/5WewzCdGX/GdnvzYTaFZ5tS7RC/0Ju7u3uSX9Po9pd/qmfIy1zHpTDzJpLwzL8c4jxrL/MlfID3sYl3xKedP0RFb7GPT41kLEWMijNdpPvmmhq68pkzGe8vUjU+KprwyzyirLzHLexeYh+xcd67bWek/TZ5YxUsvMdwyJg4O/Nn2eC2vSOE5bM8q8Oe9am+hj1nH6kdDFnXgufqwV7WPu1hHQZ3Ckvq4j9TA/udDyWdQArWVjBPBBHoYuYZphQJuYU9xM027mbmlcLHP+og/9WF8bomvdnmnfGR/Me66BtIN+nNZeZNJGxjV9HgOjrIs02p0b7jKNc9Kz3vA9MmIcYQwvsv0EuYwN2tXVjuiN4VkG1t/oTHz0SP6+dpKXutoybCc5atpM/0ReGGRNjWzKsPYT0DnOwtKR1iT++Yd1Apm1vUKdzCHaUI418qI/gXqog7hybEY+TtFPeW/bQ5nLyE5bU27eIzpQz13l1PXS9rAkrXR6kUb/5QYrY41809ZW2ozONfO6/vI7/YRNSL2sr6wN9Xwt889zfmcPeCqjUzHicndCPAvzQwcmQ15mKI8Prcdd6mNScaeVOz46ftkDPPplkjKoGJR8MkiXdRFMXas+4skoxwTnXYt6Odm7dP7w4UMzGemXeQMTGGOFRYCwiLGSOhknGC3MvXJ80H+t16+9KeSC0bVIR86mHGft30nthenOzqNJWWZOW4Y+dWVclOhr5iZjKeEh14zUyRF9uDix9nNR4mLI2pV1pczbd85c4EXKXEPIt8jc6pNPPLrxKb2cffmpm+sInkLaAdsYXcucv3313yWe9QyPKfMdrhjFrDfTQtYj+rJeIxlv8QaWRlFkwoebwtx4sqYx9glxWDFeu27cI6PvmGtQV72Uid7lnEUfPpRBJ8ZVyid/XzuRSV6MZjggh5shytUMatkpy5E1ON7vrrGMXPLQXzVv5lKre7t/m7qRgU5Z52kT5clXyscALb8jq5bfrkut8V7ePKD3vCHzfJGbq0l1lW2o83HNw15J6LvBSXp9nNVGjA48Ac157AXanbha/jzf72SAsxhhsGVQp2IGBR49BhkTkHTOEzKpSq9pmV6ep0yOKVPXSTqDMrKTf1nHDHQGeBmoj3qjF5MiAR35wKCdMK1BlPQyb+I4IpNy3MwwgfjMGrr07KsHmdwktYv1p199YQFncHEBmlderWcW4CxedXrZ19y1zxMwhBNKOYnLMX2DR2uWwARFXnlnnXJtv7QvrCauPHaN99ypkw+myE/fpq5SxqznLELoWS9A1EH/sdAydtpFfvqLWF19jS4Z47PqRb5lyppW77z9y1wkxGAo5eeiVsbNez5Nn2ljZFp9zFfGDTfoGfd3WTO61ibGLGOIfpwloFMu9pSbxdBFbgx2rhfMiYQ8ESr7KGtI+CZv15Eb0NIjSx5YodssAWORsZDH6xkzy5y/s+hR5klfE1eel3k4p430BfMfg412sG5NCuHStwZn7ezy/EU+W/yolzGT/PQV6egbhpP0qNOid1e9dd58z00TW4niEU3atHZy81g+fcjWSeZX2hRdatnUkTYyTmg386IrZCxPuilJfaXhzbyiDTAOm1I+bWdtyA1J3zhBN+SERyljnnPWCdqcds9TdlJe2lbqDuvUQRsZ14w1PmUbpq2tyKAvZwmsQcgu9SjL0QdwLAN6R88yvu/8TgY4gwsFuSMpG4VhjmJ4DdrB0OZBCRTkwoGSfLLAx9ihbF+DKZ9yGI7kaxv8l0aHvOmeuyPSuPsvJ1QfiFniaS/6pa2cUwftjF4s+sQR0AM+MEA3mFCGMKmdYZIJCJt4w5vCU/7ggSj1zM951cUYyNG/TIvOWchoNzpksPXJK2XkPP2PN4CATG7a0C+L8yxy64kA7+hHGyY9bSEviyYMUxf1o0f6MvpyhD8TnL7MWCKevHjqmJh9C2vam4s/ZdAzIZOWscuHuTNpvKdcfUR/5LI4Z7wkz6NHjxqZaSu6dLWzq95JYzzyZz3eVRZ9Xt5k9dU7b/9mfDMeSi70NWOpfpzdV29XPEyn6QMXdKDvCfUY6ZJbx8UTlj7MGJi0ZvTxZP1irDCmog/zvW+Ml7owttqnLe2FiLag0yTDIuWpD+bUUxrfpKMrcxZDJm1kDSEevtMCMrM+kBe9aGM82bOUT7mSw7Lm77T6y/T07bRrJJxY08o1C4ON8pFRyi3Ps25lnYYV1854zzMP4V+HxMXRgJ5Z/zAEGZPkmaZDLZfvuRFMHXUe9Cbk+kg/UzfxjB9u4MqxOK2dlEEGH0LmE/E1g1p2U+BPG4Wxl20kiS+PkTsLk+hCv3IeFrBhvSrTGQN5qorOsZOIZ71hrlKGD+l3DYyTWdqwSD3l+siYYu7Sdj4Za9Rf2iPp34w/2JTX33lsROph7mdO0AbWLOKphxs8uGZeUhefcrxNa/edDHAUYZ83HYCRy+Tnw6LJgkoHk4aRkMWBO0wW0Cy4NIRGAoyyLBjTFljkMbEZTJHHnRD1cQQ4skhDR+IIgCI+A3YanDqdix66pq0MbmTTBkJrDD1u6qWetnN+axhEt7QTRn0Dl/aXTFhc+E4oPUJNRMcfPJ6lnh1Zmih0oK6uiZiBCkvaTR4WY9o1T0j/txO1/Rkk9OPDQkH9kTvJsxUjIVzzYiljgMefXW0o9aRvyrpgmnaV+XKOfvQtvKmTDwsCfY1niXHVFdJexljKlLrFo4LefJBDOnzmCbnhyFiMjq0Hp30BN1xZ7D+NHy6s7UJG/eXiRP3Txvg8Ot5VFjqz4MUImFT3vP1L/nbt+bRu0ddZtybV1ZVWM52kD31OPXjBusZIl/w6jnGWdY20WdaMPp7oTl8xJ9CHMcV3PtMCecq1gbJZfyjbjsdPP3FZyovRlHU5Y5gjgUe/eGQZp8TBC66zhOiVshgv5VrN99TTJS/zkjQutAnLmr+RN8uxHafTr5EZV1l7aB/XoDCb1GbKki/rNHOO9TjX6RgVkVnqzdiDN3OVdPq1XPMwXPM98slLwBCkTL6XcjmnLSlbp/GdeYCOaTPjD15pc1vfp6c409pJO1re7bqQazz11Axq2dGPvHyy5ia+PMIEXWDXF5hHtJ3rDoxYn8r81I+uZTosqJvAeI+dxDwo7REM2OTrq3+W+Lb/PvGdpQx5Jo3FUgbtzpoCDwJ9FBuPcRrDPG2i7zMeYFOOH87hkvK1jVjWnbqYB+jBh/GAfNghiz5OWzL2omfWNXTpC1/w8yl9iXU8gqiEBkwaXHU5v28Wgfbu+WvHwYzdygRl7rDv0CABCUhgFQRYt9u92r+vovreOlkf2ToQw6U340ASMOpwLt2njYQx3TpQ/nXLKB8IoubGq28scjOGo5K968sI63z9vZMHfBlwlLH+BJjopRcSDwd37+Wd5fq34mE0jBconmW8FJzjqTBIQAISWBUB1qH7NAoXaReGJM6JTVkf48m/b85cVwilR3wR/qsqc19jcWjX34V+hpA7imwzWVUHWu/DEeCRC/useARDYNLnMczDaTGMmvDi8MIIj74SWIx5bGaQgAQksCoC6+hhxpGzCU8G81SY9mTbzn32c70d5T7rug/Z9zUWh3b9nWsLyn10hDIlIAEJSEACEpCABCSwTQTcgrJNvW1bJSABCUhAAhKQgARWTkADfOVdsFoFsmctWtTfE+9RAhKQwH0TcP25b8IPI58tGZN+/eFhtLAWCaw3AQ3w9e6fO2nHAsi+7b6FkItdfi+TiviFm1n/gUafYsgrZfLyZl5I7CvzUPHhAZNyj/ZD1T9vPe3Lm93/xY6+4rOOIWOAF6zQEd58eJm3z8BinPBuSRnan9lqf/oyfYbMMmR8kV7KRofUS55yDvDzUPxSQdLREYMhoSybPJFdt6kuGxmTjuFDWT4JZb21zjWLOr0sW+uM/DK9Lpv6+45lWWTTT+mHmsekPoYh5fsC6dR1HyF1h015TN/eR73zyqzHxLzlF81/13qztmaeMb/Yp0yo0xbV8SHKZZzcpa67suyqm/UpYxa2hs0goAG+Gf24Nq3AuMnvpWI08FmXX0vJb6/z80a8RLruAX2X/S9+H6LNGQMc6X9eSoI5P82FgUVcAgYcBmEZlzRukvgN1vwrZfKUBhrf+TC+yJMXe7iI8km9vBiFLOriQoYBmTLtv6R+f8v453fTeWk29ZayKcvvUVOuq2x0n3T8xOe38Qtbk3RGVm4Y+S+16FO2ifRJOk+TPUlXjCfKhwdM0Z8PYZY+niT/odPKPuWcdjGm0p6H1mdT6st8Wpe1flGurCGMi7uEdo58+q+ud5GVsvzuNHrd96+rpD6PD0NAA/xhOK+0Fv6dcu6eY+xwwYkxQxp31Vxs461AYeK5m8erVeYhLXfkXJwTMIYwcrIIYxTwiykYLdSbQL3IIy+BY+paZj70SaAdtDl6x7BI29K+8kKM3sTzIV+ZFrk5Ig/dk5/60j4YUT5eV9qPHnV+yiIngfPczCAjsimXf2WcvJN0reuKMYd8ZEYPjoSyrrrd5O8bE5QtxwA3EPy8WMZDLh6Mi+SFCf9wpf6nEOjMJ+0nP3Ju82nHF8YoemUs1vXmn0qhW57G5FdpqPfo6PtGLv3Fh3xdNz6kUZ78lOND+0qdKBueYZVxkDbznbbAkQ9hks7IhwX/BIa2EjhHDmkc+3SeJpv0STrnPynm5ga9mdP5T3S13nUfN8pWfxh/sCn51OsR7Up65g3HPBVK+Ulzsqq28yvtoh/z5A+WpX70JXwIpU6pn3T6htA3z+njMn/kpUyZVs7rcnyQl3rIm3FOXK1rdJnUp9PqJT0B+VkXiOtbu7NmwIh+St6Mb753XYeajNUfyiCjnEdlmye1rasPYBaZnE8aR2kHKsGScmX/0L5paZThkzBpba51q9fbyPC4mQQ0wDezX2+1igULbx3eM/6z3IsXL5o76Rgh3FmTzsWVT+kBYMGJ94t/wc6CzEWKixb5cmGmQgwrDJIYCVyk+S9VGFHoQLnka4/5d7/tv9flP84tM1/5G6l4JTAOojf1czHBK5v2Jy5HLu7xotIuFtIYcORJYKGGC+1GFv8pkwtpuQjTdmTQBzAhP4HvyR95bXx70acMdaIr/wAL+a1X+PaWiUm6tn32oakLzz/yygsa9SE7TTASAAAKUUlEQVQXQ5h4fuc97YYP7c6Fh7x9Y6JN+zQGYMA/2EhoDeXd5mcaE4c+jLk60E98YuiRTr1l3oyvuiw884QD7vwrYWRRNh6ujFHK5l9Mc874I8AsF17YE9K/GfPkhWWMTuoqxwFzKnGNgI45kvhJOmdOMhYSkJswSWfyTJId/dK2WufW6PvUh8hj/KXOWfo4euZInZkn9CnjDYblepR+ph76sl27Wr7MH8rDg74pWaSOeY5lecY6bYYDdcCFeVzmoc0wbVmxnn7aOkW+ep6Tn7y0gYA86pg2r6e1gbYjI7pQD7qgw6RxOE+9s67djIkE2kqgP1lHEujLcMh1KGn1ET55+oUc2spYmdY25NR9QNwi44hxCVP6jbFASF9PSmsy/vkHvSetzWRDt09re+uwog2GzSegAb75fTz22HEx4cLGhJ81cGGMgcEiwcLQ53XCGxaPJflY6PEkxpuYBZT6S+MK7xN1LDvfpDbGqIkxFQMtCx9tJC2GAG0nD22sA+2kXIw+DH8MV9pZssZwoA8IxMejSX68qmWgntTNOXnKfogcykzSNTognzIYB1xM0m7KoxeB+mIMpW7yUTfeq4RJY6IeAynTdURu6ulKhzltiyEMY+II5fjqKktcvGEwqPmmDHKogzbBJ/tWc9MJK24suZCWASMqnsHwQw6GQ8YB44U+ZtxnHJR8Snk5n0Vn8rbexNYDP6vOXbKn6QyfSWFaeldZbvQI9D+Mon9XXsYH+egbzjlm7HLDTv2L6JC6YrDSh/QRc5k+Qy8CfYl8OCUwt6M752X/kqee54wl5KF75FHPtHmd+vqO6MR8ji4Yihi80/p0nnpnXZP7dCzjmYPhQF9mTpR5ck6+zHX6m++M+WltS/n0AWwIi4wj5nIZcqND3KS0sgz6oj/1E7quI6QlPWsJhr9h8wks9I94Nh/LZrWw9E7M27LSg5nFs/QYRh4XKRbUk5OTJoqLEhecLICUjTeTeBZjLgQELkYsTLmQLCtfdOs7onMMK4yAXBBYXEkr244MFknaVQf+8U7YJC0LamlchEXi8p0ydR9h9GUxRq/Ii/yUnaZr6kK/vpC6IwtDjU8Z6LOEkkvazZiox0DyL3JEF7x4GC8xuGL0thfC2+Orqw7K8aHPKEuIrOQnnic71JP0Og/9wI1J8pAvnj04IQOdGAcEHiPXATaz8JlFZ8YsYyI6pExZZ5fOyVfymKZzKXNZ5xm7s8jLDT15GYPlOJylfJ2Hm7kyII9+xZDFWCIw7iaFzBfy5JzxmpD2Ze7lO+nMFz5wnzSvI6vvmLnaNa+n9ek89aI7dUxbk/v0LOPDqozrOy+ZkYfvtDn93zfHIq8uv8g44kaMuU1dyONmJGvApLTokD4q10vS6utIqVvKslYYNp+AHvDN7+M7tTAL3jQhXNRZpLLwsWDHY0tZLnAYlcSzALGYcSGIQUv6feTr05u6WVhzkcRgKfXtK/cQ8THUVqUPFxk8v+Unxh7t7xsT9RjoyzcLwzxVKBmwl5t+41OPr0ky2/H2dLzPN3m5uPIoHK/kNF37Logx1hnbBOSU3HKei245R6JH17FP59wcoXPmWld54vp0rmVP0nkal2npfbqtKj79wXhGd26+yjGGXtxMJV+O6WfSd3YerUr9meud1KczC/kz46xr97xyJ+WfNK6W2bZJOjBP6H/WQ25CmHtcMzCsJ6VNkmmaBEoCGuAlDc8/IxBvCgm5o++6Y8ebnceV5MWbVObjHMMJw4pzjAcWUv7FPYtZwrLzRW59RF/q52KL950LLO0jsNiSVrad+BiYtSw8HGGTtNxYdHl9EgePhNwI8B124cN3zst04lJ2mq6pK21LfV3HyIq3qysPcSWXtJt+q8cAxk0ti/y1R6ivHuLph65Qj68yDxfJPNlIPMZoZMGOF7GIOz//Z9PfyYf3M1tLEod3n7KUw4PKGE4ojVzaxff0TfLkWPNJPMdpOiMXvfDEYzyWc2aSztNkT9OZMVG3hz6M8b+MPi45PNQ5/OBI27gRazm1+5hzM9WnS8kj87Lsj5TL3Cvzwy5zYNK8joxyfHGzmJC5iqw6TOvTWeotZc66Jpdl7noerpEDQ64v09qW/Ms8cm3ghpdrBf2RtZ06JqWlj8r1kjJ915Fl6qysYRDQAB9GP92rllnkMTJyngoxdLLgsF+SRaXrYkMeFmoCiyVyynw554KBDAJx5M1Wi8RxXFa+pqKOP48ePbplLGGwpZ1kxyuGxyNxnKNTqWvE4iGCXR5dkw9DiQtdDJXk5Zh4Xg6EE/nPzn4dZ2mfEuyPv8fziw4EjmU/TdI1dSE/dWHsRddxJX+esKcVA5N+J9B+8qdu4vrGRDkGyAcr4mKAREZ5o9ZU0vEnT0RShiwYsOFZj69SBDziQSc+OqAPumDI4sXEAMtYTPnkic7Ug6zs+6V+9EiABX2PvtTLOS85p3/yCJvvNZ/I4DhJZ8oeHPy1eSGsNr4pO0nnabKn6Zx91uV4KNtxlz4u21+eh10Zdx/n9CXeTfqaccZ31iTmbvqfeG66aHMC85Y5m3me+Z/0HJHHh7WFvATW0IyXafMaAx49ogvOijJkzCSdcc1cndan0+ot6+B81rW7LEcbu7YqlnkmndOmzH2O8GOsTWvbJJnzpsGTT8ZjbszgMSmtrAd90T/jp2xLmc/z7SSgAb6d/d60OhcOFm2MjFzIueBk0cHDhbGWuDyuZ0EkjgXl0wWg3UbCQhXZwcuCzMWIkAU9Bnu+k7bMfO0Nw+09n9GHhRF9WEjbC+xls7iTTnu4MJMHA4p0DFg85bSLUMrGiIMLzMiLdxXZGEt9gfwE2JMfzgks1vRFAnyomws58jEAS8Nxmq5tnz0a14VuyOsKeHT4pH20nzYTl9A1JvLSUPiQF37kDWP0R9eMg8jrOtI++LVtbX+yDr60pWt8lTKoA2awhRdtSd9hPBHo46SThw/c0b/l2fY7eXhfIe0v+zl9EUOesZs+j+zo3MVnVp0xfplvyArL6Mz8m6bzJB6TdCYNjvRj33iY1seM7XiYy/Z2ndOOdv6361FXnr64cj3qy9MVT7/SxtyA07/lupC9/+RJaLl8PZ63fXOJ/MhjDrRzvF1XM16QOWle56YvfR6PevSgX2GWdOKRPUufTqo38nNs+2T62p38HBkX7dj89POzZfq0c+Z/5j59gL70y7S2TZM7Tzp9R8hcjh5Z7/vSyjrataT/OlLm7TqfZ/50lTduvQl8cXNzc7PeKqrdqghwkWcBifGxKj22oV6MLIwcfqarNK7Xre2OiXXrEfV5KALcoHEzgZFbGuQPVf+21JMbttzMbku7Z2lne43g/3W0P/U4SxnzrC8BPeDr2zdqtqEE8L5iyOJ1I+DZ5Ce28PCss/G9od1hsyQgAQlIQAIPTkAD/MGRW+G2E8DQ5skCXm8McR5x8mg1jzy3nY/tl4AEJCCBTwSyxSrvYnxK8WzIBNyCMuTeU3cJSEACEpCABCQggcER0AM+uC5TYQlIQAISkIAEJCCBIRP4/wGRdhlLEIG0tgAAAABJRU5ErkJggg=="></p>
</div>
<div class="specification">
<p>The environmental impact of producing protein from mealworms was compared with the impact of producing traditional protein sources. The graphs show the greenhouse gas production (global warming potential) and land use due to the production of 1 kg of protein from mealworms, chickens and cattle.</p>
<p style="text-align: center;"><img 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"></p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Identify which organism has the highest percentage of edible mass.</p>
<div class="marks">[1]</div>
<div class="question_part_label">a.i.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Calculate how much more feed is required by cattle than chickens to produce 1 kg of live mass.</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>Identify which organism requires the least feed to produce 1 kg of edible mass.</p>
<div class="marks">[1]</div>
<div class="question_part_label">a.iii.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Distinguish between the amino acid contents of yellow mealworms and cattle.</p>
<div class="marks">[1]</div>
<div class="question_part_label">b.i.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Predict, with a reason, whether the amino acid composition of yellow mealworms <strong>or</strong> cattle is more suitable for a human diet.</p>
<div class="marks">[1]</div>
<div class="question_part_label">b.ii.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline the differences between the environmental impact of using mealworms and traditional farm livestock for protein production.</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>Birds and mammals maintain constant body temperature despite considerable losses of body heat to the environment. In insects such as mealworms, body temperature is variable and is often the same as the temperature of the environment or only slightly above it. Analyse the data in the bar charts, using this information.</p>
<div class="marks">[2]</div>
<div class="question_part_label">d.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Using all the relevant data in this question, discuss the use of insects as a major food source for humans.</p>
<div class="marks">[3]</div>
<div class="question_part_label">e.</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p>cricket</p>
<div class="question_part_label">a.i.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>25 − 4 = 21kg «more required for cattle»</p>
<p><em>Must state unit kg</em>.</p>
<div class="question_part_label">a.ii.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>cricket</p>
<div class="question_part_label">a.iii.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. mealworms have more isoleucine/leucine/valine than cattle <br><br>b. cattle have more lysine/methionine/phenylalanine/threonine </p>
<p>c. the total proportion of these amino acids is «slightly» greater in cattle (188 to 176) </p>
<div class="question_part_label">b.i.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. cattle as they are more closely related to humans <br><br>b. cattle as they are more likely to have proteins with a similar amino acid composition to humans <em>OWTTE</em>.</p>
<p>c. cattle as they contain a «slightly» higher proportion of «essential» amino acids required in human diet (188 to 176)</p>
<p><em><strong>OWTTE</strong></em></p>
<div class="question_part_label">b.ii.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. mealworms contribute much less to global warming than other traditional farm livestock for protein production <br><br>b. mealworms require less land use than other traditional farm livestock for protein production</p>
<p><em>Accept converse or OWTTE</em>.</p>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. cell respiration required to generate heat (lost to environment) to maintain body temperature </p>
<p>b. birds/chickens and mammals/cattle carry out cell respiration at higher rate than insects </p>
<p>c. «chickens/cattle therefore» generate more CO<sub>2</sub> per kg protein produced </p>
<p>d. «chickens/cattle» need more food/land area to produce body mass </p>
<p>e. feed conversion ratios are lower in mealworms/insects/cold blooded animals as they do not need to maintain a constant body temperature (accept converse)</p>
<div class="question_part_label">d.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. insects/crickets have the highest edible percentage <br><br>b. insects have the lowest feed conversion ratio/produce the most edible mass per kg of food they eat </p>
<p>c. insects supply amino acids required in the human diet </p>
<p>d. insects cause less global warming/use less land area per kg of protein produced </p>
<p>e. in western countries, there is a disgust factor/cultural factors about eating insects which would need to be overcome before they could be used as a significant food source </p>
<p>f. insects may supply less proportions/content of amino acids required in human diets</p>
<div class="question_part_label">e.</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.i.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">a.ii.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">a.iii.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">b.i.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">b.ii.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">d.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">e.</div>
</div>
<br><hr><br><div class="specification">
<p>There is growing evidence of a decrease in bee populations. This decrease is a serious problem because of their valuable role as pollinators in the ecosystems where they live. Neonicotinoid pesticides have been implicated in this decrease because they have been found at trace levels in the nectar and pollen of crop plants and in the bee colonies.</p>
<p>Scientists placed colonies of a species of bumblebee, <em>Bombus terrestris</em>, in the laboratory to test the effects of different levels of a neonicotinoid on their development. They divided the colonies into three groups:</p>
<ul>
<li>The control colonies were given a solution of water and sugar that resembled nectar produced by flowers.</li>
<li>A second group of colonies was given the same sugar solution containing a neonicotinoid dissolved in it at low concentrations, similar to those found in nature.</li>
<li>A third group of colonies was given the same sugar solution containing a neonicotinoid dissolved in it at high concentrations, similar to those found in nature.</li>
</ul>
<p>After two weeks, all colonies were placed in the field to allow the bumblebees to feed naturally.</p>
</div>
<div class="specification">
<p>The mass of the colonies, including adult bumblebees, wax, honey and larvae, was recorded every week. The cumulative increase in mass was calculated and is shown on the graph.</p>
<p><img style="display: block; margin-left: auto; margin-right: auto;" src="data:image/png;base64,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"></p>
<p style="text-align: center;">[Source: Adapted from Whitehorn, P.R., O’Connor, S., Wackers, F.L. and Goulson, D., 2012.<br>Bumble Bee Colony Growth and Queen Production. <em>Science</em>, [e-journal] 336(6079), pp. 351–352.<br>http://dx.doi.org/10.1126/science.1215025.]</p>
</div>
<div class="specification">
<p>The number of queen bumblebees produced in each colony was recorded. New bumblebee colonies are started by a queen.</p>
<p style="text-align: center;"><img 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"></p>
<p style="text-align: center;">[Source: Adapted from Whitehorn, P.R., O’Connor, S., Wackers, F.L. and Goulson, D., 2012.<br>Bumble Bee Colony Growth and Queen Production. <em>Science</em>, [e-journal] 336(6079), pp. 351–352.<br>http://dx.doi.org/10.1126/science.1215025.]</p>
</div>
<div class="specification">
<p>A similar study compared the effect of a different neonicotinoid on four different species of bumblebees. The queens were exposed to either control conditions (with no pesticide), or low or high doses of neonicotinoid. The scientists then measured the average length of the developing eggs in the ovaries of the queens.</p>
<p style="text-align: center;"><img 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"></p>
<p style="text-align: center;">[Source: Baron GL, Raine NE, Brown MJF. 2017 General and species-specific impacts of a neonicotinoid insecticide<br>on the ovary development and feeding of wild bumblebee queens. <em>Proc. R. Soc. B</em> 284: 20170123.<br><a href="http://dx.doi.org/10.1098/rspb.2017.0123">http://dx.doi.org/10.1098/rspb.2017.0123</a> Licensed under a Creative Commons Attribution 4.0<br>International License <a href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</a> Source adapted.]</p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Describe the effect of neonicotinoid pesticides on the nervous system of insects.</p>
<div class="marks">[1]</div>
<div class="question_part_label">a.i.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>State the cumulative increase in the mass of control colonies at 7 weeks.</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>Compare and contrast the cumulative increase in mass of the three groups of colonies once they were placed in the field.</p>
<div class="marks">[2]</div>
<div class="question_part_label">a.iii.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Suggest a reason for the changes in mass in the colonies between weeks 6 and 8.</p>
<div class="marks">[1]</div>
<div class="question_part_label">a.iv.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Using the data in the graph, predict how the use of neonicotinoid pesticides will affect bumblebee populations.</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>Identify the species whose eggs are most affected by a high dose of neonicotinoid.</p>
<div class="marks">[1]</div>
<div class="question_part_label">c.i.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Describe the overall effects of low and high doses of neonicotinoid on the egg lengths of all four species.</p>
<div class="marks">[2]</div>
<div class="question_part_label">c.ii.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Deduce, based on the data presented, whether the levels of neonicotinoids used in agriculture cause direct harm to <em>B. terrestris</em>.</p>
<div class="marks">[1]</div>
<div class="question_part_label">d.</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<ol style="list-style-type:lower-alpha;">
<li>blocks synaptic transmission at (cholinergic synapses);</li>
<li>binds to (acetylcholine) receptors;</li>
</ol>
<div class="question_part_label">a.i.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>230 g;</p>
<p><em>Accept range of 215 – 265. This takes into account the beginning and end of week 7.</em><br><em>Unit required.</em></p>
<div class="question_part_label">a.ii.</div>
</div>
<div class="question" style="padding-left: 20px;">
<ol style="list-style-type:lower-alpha;">
<li>all increased in (cumulative) mass gain up to 5–6 weeks<br><em><strong>OR</strong></em><br>all decreased (in cumulative mass gain) after 6 weeks;</li>
<li>both with neonicotinoids have significantly lower (cumulative) mass than the control colonies (at all periods)<br><em><strong>OR</strong></em><br>colonies exposed to high concentration always had the lowest (cumulative) mass gain;</li>
</ol>
<p><em>Accept vice versa</em>.</p>
<div class="question_part_label">a.iii.</div>
</div>
<div class="question" style="padding-left: 20px;">
<ol style="list-style-type:lower-alpha;">
<li>less production of honey/wax;</li>
<li>fewer bees/dispersal of bees/queens;</li>
<li>bad weather/environmental change/predators/disease/pests;</li>
</ol>
<div class="question_part_label">a.iv.</div>
</div>
<div class="question" style="padding-left: 20px;">
<ol style="list-style-type:lower-alpha;">
<li>number of populations may/will decrease;</li>
<li>both treatments decreased very significantly the number of queens;</li>
<li>low treatment had (almost) the same effect as the high <br><em><strong>OR</strong></em> <br>even low levels have as toxic/lethal effects as high levels;</li>
<li>without new queens, new colonies cannot be founded;</li>
<li>no/less/little reproduction (as only queens lay eggs);</li>
<li>new colonies are essential to maintain bumblebee populations;</li>
</ol>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p><em>B. lucorum</em>;</p>
<div class="question_part_label">c.i.</div>
</div>
<div class="question" style="padding-left: 20px;">
<ol style="list-style-type:lower-alpha;">
<li>low doses caused (slight) decrease in (average) egg lengths in 3 species/most species<br><em><strong>OR</strong></em><br>low doses caused a slight increase in 1 species/<em>B. pascuorum</em>;</li>
<li>high doses caused (slightly) lower (average) results in all 4 species (compared to control);</li>
<li>in only one species/<em>B. pratorum</em>, the high doses caused larger lengths than the low doses;</li>
</ol>
<p><em>Accept any other valid comparison</em>.</p>
<div class="question_part_label">c.ii.</div>
</div>
<div class="question" style="padding-left: 20px;">
<ol style="list-style-type:lower-alpha;">
<li>yes, as even low/both doses (of first neonicotinoid) affect the (overall) development of colonies negatively; (<em>From Graph 1</em>)</li>
<li>yes, as decreased numbers of queens (likely) affect reproductive capabilities; (<em>From Graph 2</em>)</li>
<li>the second neonicotinoid (likely) had less/little/no effect on the bees as it had little effect on egg size; (<em>From Graph 3</em>)</li>
</ol>
<p><em>OWTTE</em></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>A pleasing number were able to correctly describe the effect of the pesticides on the synapses and state the cumulative increase correctly in ai and aii. However, in aiii, many did not see the similarity in pattern for the compare mark. In part b stronger candidates commented on the fact that even at low doses the pesticide had a great effect and that the difference between high and low doses was negligible. Many examiners were bemused by the answers to c(i) where about half of the candidates failed to identify <em>B. lucorum</em> as the most affected species. <em>B. pascuorum</em> and <em>B. terrestris</em> were often incorrectly given. In cii. Better candidates described the overall effects as asked, with weaker candidates just describing each species in turn. In 1d the top candidates looked at all of the data, but those who just stated that the effect was not noticeable as the egg length was not significantly smaller gained the mark.</p>
<div class="question_part_label">a.i.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">a.ii.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">a.iii.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">a.iv.</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.i.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">c.ii.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">d.</div>
</div>
<br><hr><br><div class="specification">
<p>The graph shows the change in the membrane potential of an axon during an action potential.</p>
<p style="text-align: center;"><img 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"></p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>State the approximate value of the membrane potential at X.</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>Y is the threshold potential. State what happens when the threshold potential is reached.</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>Describe the movements in ions that occur during time <em>t</em>.</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>Explain how a nerve impulse is passed on to other neurons.</p>
<div class="marks">[3]</div>
<div class="question_part_label">d.</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p>0 mV; (<em>accept answers in the range of – 10 mV to +10 mV</em>) (<em>Units required</em>)</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>sodium channels (start to) open<br><em><strong>OR</strong></em><br>depolarization/axon begins to depolarize<br><em><strong>OR</strong></em><br>action potential occurs;</p>
<p><em>Reject pumping of ions</em>.</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Na<sup>+</sup>/sodium ions diffuse into the axon (in the first part/half of <em>t</em>);<br>K<sup>+</sup> /potassium ions diffuse out of the axon (in the second half/part of <em>t</em>)</p>
<p><em>Do not accept the name of the element without indication that it is an ion</em>.</p>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px;">
<ol style="list-style-type:lower-alpha;">
<li>impulses pass to another neuron at a <span style="text-decoration:underline;">synapse</span>/<span style="text-decoration:underline;">across synaptic gap</span>/<span style="text-decoration:underline;">cleft</span>;</li>
<li>(depolarization causes) Ca<sup>2+</sup>/calcium ions to diffuse into the (presynaptic) neuron/axon;</li>
<li>depolarization (of presynaptic neuron) causes release of a neurotransmitter<br><em><strong>OR</strong></em><br>neurotransmitters diffuse across the synapse;</li>
<li>(neurotransmitters) bind to receptors on postsynaptic neuron/membrane;</li>
<li>(if the threshold potential is reached) an action potential occurs/sodium gates open (in the postsynaptic neuron);</li>
</ol>
<div class="question_part_label">d.</div>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question" style="padding-left: 20px;">
<p>There were some truly brilliant answers to Question 5. However, the weakest answers in the examination were also found here. Of the questions, these were the most commonly left blank.</p>
<p>Candidates were often unable to approximate X. Missing units resulted in no marks awarded.</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Fundamental terms such as action potential or depolarization were not used in Q5(b) and (c). Some candidates failed to distinguish between elements and ions.</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Some candidates talked about ion movement but with no reference to a specific ion; some described the Na<sup>+</sup>/K<sup>+</sup> pump here and received no marks.</p>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Use of term "synapse" was often missing; involvement of the brain was sometimes built into the passage of a nerve impulse to another neuron.</p>
<div class="question_part_label">d.</div>
</div>
<br><hr><br><div class="specification">
<p>Chronic Obstructive Pulmonary Disease (COPD) is characterized by progressive airflow limitation. Classification of COPD as mild, moderate or severe is based on measurement of Forced Expiratory Volume (FEV), which is the maximum volume of air that can be exhaled in one second.</p>
<p>The table shows the numbers of individuals in each COPD class and their mean FEV for a Swedish study of 349 people.</p>
<p><img 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" width="739" height="216"></p>
<p>[Source: Reproduced with permission of the © ERS 2012. European Respiratory Journal Apr 2012, 39 (4) 839–845; DOI: 10.1183/09031936.00064611]</p>
</div>
<div class="specification">
<p>The elasticity and resilience of the lungs are mainly provided by the protein elastin. Degradation of elastin produces peptides called desmosines.</p>
<p>Desmosines in urine or blood plasma have been proposed as biomarkers of lung degradation. The relationship between urine desmosines, plasma desmosines and COPD severity in patients was assessed.</p>
<p><img 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" width="564" height="253"></p>
<p>[Source: Reproduced with permission of the © ERS 2012. European Respiratory Journal Apr 2012, 39 (4) 839–845; DOI: 10.1183/09031936.00064611]</p>
</div>
<div class="specification">
<p>The graph shows the relationship between the diffusion capacity of the lungs for carbon monoxide (CO) and urine desmosines.</p>
<p><img 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" width="594" height="368"></p>
<p>[Source: Reproduced with permission of the © ERS 2012. European Respiratory Journal Apr 2012, 39 (4) 839–845; DOI: 10.1183/09031936.00064611]</p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>State the level of COPD that has the lowest FEV.</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>Explain how a low FEV can be used to indicate emphysema.</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>State the disease severity group that has the highest range of plasma desmosines.</p>
<div class="marks">[1]</div>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Evaluate which of the two biomarkers would be the most useful indicator of COPD severity.</p>
<div class="marks">[2]</div>
<div class="question_part_label">d.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Elastin is also an important component of other tissues such as arteries and ligaments. Evaluate how these other sources of elastin could affect the interpretation of the biomarker as an indicator of COPD.</p>
<div class="marks">[2]</div>
<div class="question_part_label">e.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>State the relationship between diffusion capacity and urine desmosines.</p>
<div class="marks">[1]</div>
<div class="question_part_label">f.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Other studies on pulmonary diseases have shown a wide variety of results. Apart from age, sex and severity of COPD, list <strong>two</strong> other factors that may explain the inconsistent results between studies.</p>
<div class="marks">[2]</div>
<div class="question_part_label">g.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Discuss whether measurements of desmosine concentration would be useful for monitoring changes in the health of a patient.</p>
<div class="marks">[3]</div>
<div class="question_part_label">h.</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p>Severe</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. low FEV indicates inability to force out air/adequate volume of air</p>
<p><em> OWTTE</em></p>
<p>b. airflow limitation is the reason for inability to force out air/shortness of breath</p>
<p>c. inability to force out air/shortness of breath indicates emphysema</p>
<p>d. emphysema causes/involves breakdown of alveoli walls «so less elastin»</p>
<p><em> The idea that there are fewer alveoli to “push”</em></p>
<p><em><strong>[Max 2 Marks]</strong></em></p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>No disease</p>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. plasma desmosines</p>
<p>b. neither is very good due to large overlaps of ranges</p>
<p><em> OWTTE</em></p>
<p><em><strong> OR</strong></em></p>
<p> the range of data for each category is less for plasma desmosines</p>
<p> <em><strong> OR</strong></em></p>
<p> data are more reliable</p>
<p>c. the level of plasma desmosines increases with disease severity</p>
<p>d. easier/less invasive to take urine sample rather than a plasma sample</p>
<p><em><strong>[Max 2 Marks]</strong></em></p>
<div class="question_part_label">d.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. degradation of elastin from other tissues may have contributed to the results</p>
<p>b. there is no guarantee that the concentrations of desmosines measured came from the lungs</p>
<p> <em><strong> OR</strong></em></p>
<p> difficult to assess how much lung elastin constitutes the total</p>
<p>c. overlapping ranges makes interpretation difficult</p>
<p><em><strong>[Max 2 Marks]</strong></em></p>
<div class="question_part_label">e.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>inversely correlated</p>
<p><em><strong>OR</strong></em></p>
<p>negative correlation</p>
<p><em><strong>OR</strong></em></p>
<p>the higher the «urine» desmosine concentration, the lower the diffusion «rate»</p>
<div class="question_part_label">f.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. «small» sample size</p>
<p> <em><strong> OR</strong></em></p>
<p> only studied in one country</p>
<p>b. methods used</p>
<p>c. environment/pollution/workplace exposure</p>
<p>d. race/genetic factors</p>
<p>e. health status/fitness/BMI of volunteers</p>
<p><em><strong>[Max 2 Marks]</strong></em></p>
<div class="question_part_label">g.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. positive correlation with COPD severity «as seen in the table»</p>
<p><em><strong> OR</strong></em></p>
<p> negative correlation with «CO» diffusion capacity «as seen in the graph»</p>
<p>b. not directly proportional/other factors affect it</p>
<p>c. «but» if other factors stay the same in a patient it could be an effective indicator of change</p>
<p>d. because the ranges are high, only change in an individual is useful</p>
<p>e. the measurements may be more useful for one gender than the other as differences seen in the graph</p>
<p><em><strong>[Max 3 Marks]</strong></em></p>
<div class="question_part_label">h.</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>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">d.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">e.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">f.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">g.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">h.</div>
</div>
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