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</div><h2>HL Paper 2</h2><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>The probability of extinction of a species increases if the population is small with&nbsp;low genetic variation.</p>
<p>State <strong>two</strong> processes that cause population size to decrease.</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 how meiosis promotes variation.</p>
<div class="marks">[3]</div>
<div class="question_part_label">b.</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p>a. mortality / fatal disease / predation / competition / other cause of death;<br>b. emigration;</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. (in prophase I) crossing over/chiasmata formation (between homologous chromosomes);<br>b. random alignment of homologues/bivalents in metaphase I / independent assortment of homologues / chromosomes;<br>c. second division of meiosis separates alleles further;<br>d. combinations of alleles in gametes is unlimited/2<sup>n</sup>;</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>Many students were able to state examples of conditions that led to increases in mortality. Better prepared candidates identified emigration as a cause of population decrease.</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>A surprising number could not correctly link the events of meiosis to the correct phase indicating a lack of understanding of the necessary sequence of events. Many did not recognize that the second stage of meiosis also resulted in an increase of variety.</p>
<div class="question_part_label">b.</div>
</div>
<br><hr><br><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>List <strong>two</strong> causes of variation within a gene pool.</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>Describe how variation contributes to evolution by natural selection.</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>Outline what is required for speciation to occur.</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>a. sexual reproduction / random fertilization / meiosis</p>
<p>b. mutation</p>
<p><em>No mark for crossing over unqualified.</em><br><em>Reject natural selection/evolution as causes of variation.</em></p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. (variation is) different phenotypes/differences between individuals in a <span style="text-decoration: underline;">population</span>/<span style="text-decoration: underline;">species</span></p>
<p>b. struggle/competition for survival</p>
<p>c. some individuals have advantageous characteristics/are better adapted/have greater chance of survival/reproduction (than others)</p>
<p>d. favourable alleles/genetic variations passed on/inherited by offspring/next generation</p>
<p><em>Reject &ldquo;pass on phenotypes&rdquo;.</em></p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. divided species/gene pool / part of species/gene pool becomes separated / species splits into separate populations</p>
<p>b. reproductive isolation / lack of interbreeding&nbsp;</p>
<p><em>Mark point b refers to a lack of interbreeding between separated populations in a species, not the lack of interbreeding after speciation.</em></p>
<p>c. may be due temporal/behavioural/geographic isolation</p>
<p>d. different natural selection/different selective pressures</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><div class="specification">
<p>The biological insights of Mendel and Darwin in the 19th century remain important to this day.</p>
</div>

<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Discuss the role of genes and chromosomes in determining individual and shared character features of the members of a species.</p>
<div class="marks">[7]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline the process of speciation.</p>
<div class="marks">[4]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Describe, using <strong>one</strong> example, how homologous structures provide evidence for evolution.</p>
<div class="marks">[4]</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>Genes</em><br>a.&nbsp;<span style="text-decoration: underline;">mutation</span> changes genes/causes genetic differences&nbsp;</p>
<p>b. genes can have more than one <span style="text-decoration: underline;">allele</span>/multiple <span style="text-decoration: underline;">alleles</span><br> <em><strong>OR</strong></em><br> <span style="text-decoration: underline;">alleles</span> are different forms/versions of a gene&nbsp;</p>
<p>c. different <span style="text-decoration: underline;">alleles</span> &laquo;of a gene&raquo; give different characters <br><em><strong>OR</strong></em><br> variation in <span style="text-decoration: underline;">alleles</span> between individuals&nbsp;</p>
<p>d. eye colour/other example of &laquo;alleles of&raquo; a gene affecting a character&nbsp;</p>
<p>e.&nbsp;<span style="text-decoration: underline;">alleles</span> may be <span style="text-decoration: underline;">dominant</span> or <span style="text-decoration: underline;">recessive</span> <br><em><strong>OR</strong></em><br> <span style="text-decoration: underline;">dominant alleles</span> determine trait even if <span style="text-decoration: underline;">recessive allele</span> is present&nbsp;</p>
<p>f. both alleles influence the characteristic with codominance <br><em><strong>OR</strong></em> <br>reference to polygenic inheritance&nbsp;</p>
<p>g. all members of a species are genetically similar/have shared genes<br><em><strong>OR</strong></em><br>certain genes expressed in all members of a species&nbsp;</p>
<p>h. reference to epigenetics/methylation/acetylation / not all genes are expressed &laquo;in an individual&raquo;&nbsp;</p>
<p>i. genes are inherited from parents/passed on to offspring/passed from generation to generation</p>
<p><em>Chromosomes</em></p>
<p>j. same locus/same position of genes<br> <em><strong>OR</strong></em> <br>same sequence of genes/same genes on each chromosome &laquo;in a species&raquo;&nbsp;</p>
<p>k. same number of chromosomes &laquo;in a species&raquo;/all humans have 46 chromosomes/differences in chromosome number between species&nbsp;</p>
<p>l. some individuals have an extra chromosome/Down syndrome/other example of aneuploidy <br><em><strong>OR</strong></em><br> polyploidy divides a species/creates a new species&nbsp;</p>
<p>m. X and Y/sex chromosomes determine the sex/gender of an individual&nbsp;</p>
<p>n. meiosis/independent assortment/fertilization/sexual reproduction give new combinations &laquo;of chromosomes/genes&raquo;</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. speciation is the splitting of a species &laquo;into two species&raquo;&nbsp;</p>
<p>b. reproductive isolation/lack of interbreeding&nbsp;</p>
<p>c. isolation due to geography/&laquo;reproductive&raquo; behavior/&laquo;reproductive&raquo; timing&nbsp;</p>
<p>d. polyploidy can cause isolation&nbsp;</p>
<p>e. gene pools separated&nbsp;</p>
<p>f. differences in/disruptive selection cause traits/gene pools to change/diverge&nbsp;</p>
<p>g. gradualism / speciation/changes accumulating over long periods&nbsp;</p>
<p>h. punctuated equilibrium / speciation/changes over a short time period</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. similar structure but different function &laquo;in homologous structures&raquo;&nbsp;</p>
<p>b. pentadactyl limbs/limb with five digits/toes / other example&nbsp;</p>
<p>c. similar bone structure/example of similarity of bones &laquo;in pentadactyl limbs&raquo; but different uses/functions&nbsp;</p>
<p>d. two examples of use of pentadactyl limb by a vertebrate group&nbsp;</p>
<p>e. suggests a common ancestor &laquo;and evolutionary divergence&raquo;&nbsp;</p>
<p>f. process called adaptive radiation</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><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline the processes that occur during the first division of meiosis.</p>
<p>&nbsp;</p>
<p>&nbsp;</p>
<div class="marks">[6]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Prior to cell division, chromosomes replicate. Explain the process of DNA replication in prokaryotes.</p>
<p>&nbsp;</p>
<p>&nbsp;</p>
<div class="marks">[8]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline outcomes of the human genome project.</p>
<p>&nbsp;</p>
<p>&nbsp;</p>
<div class="marks">[4]</div>
<div class="question_part_label">c.</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p><strong>Remember, up to TWO &ldquo;quality of construction&rdquo; marks per essay.</strong></p>
<p>a. (consists of) <span style="text-decoration: underline;">prophase</span>, <span style="text-decoration: underline;">metaphase</span>, <span style="text-decoration: underline;">anaphase</span> and <span style="text-decoration: underline;">telophase</span>;<br>b. chromosome number halved/reduced/(diploid) to haploid;<br>c. <span style="text-decoration: underline;">homologous chromosomes</span> pair up/form a bivalent/synapsis in <span style="text-decoration: underline;">prophase</span>;<br>d. crossing over between <span style="text-decoration: underline;">non-sister chromatids/chromatids of different homologues</span>;<br>e. nuclear envelope breaks down (at end of prophase/start of metaphase);<br>f. tetrads/bivalents/homologous pairs move to/align on equator/cell centre/on metaphase plate <span style="text-decoration: underline;">in metaphase</span>; (accept homologous chromosomes without pairs if pairing has already been described)<br>g. attachment of spindle fibres/microtubules to <span style="text-decoration: underline;">centromeres/kinetochores</span>;<br>h. (homologous) chromosomes separate/pulled to opposite poles <span style="text-decoration: underline;">in anaphase</span>;<br>i. nuclear envelopes reform/do not reform (because of meiosis II) <span style="text-decoration: underline;">in telophase</span>; <br><em>Accept the above points in a series of annotated diagrams. Reject answers with single chromatids forming pairs in metaphase or separating or moving to opposite poles in anaphase.</em></p>
<p>&nbsp;</p>
<p><em>&nbsp;</em></p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p><strong>Remember, up to TWO &ldquo;quality of construction&rdquo; marks per essay.</strong></p>
<p>a. DNA replication is <span style="text-decoration: underline;">semi-conservative</span>;<br>b. each (molecule formed) has one new strand and one from parent molecule;<br>c. <span style="text-decoration: underline;">helicase</span> uncoils DNA;<br>d. <span style="text-decoration: underline;">helicase</span> separates the two strands by <span style="text-decoration: underline;">breaking hydrogen bonds between bases</span>; (reject unzips as an alternative to uncoils but accept as alternative to separates if breakage of hydrogen bonds is included)<br>e. <span style="text-decoration: underline;">RNA primase</span> adds <span style="text-decoration: underline;">primer</span> / <span style="text-decoration: underline;">primase</span> adds (short) length of <span style="text-decoration: underline;">RNA</span>;<br>f. <span style="text-decoration: underline;">DNA polymerase III</span> binds to/starts at (RNA) <span style="text-decoration: underline;">primer</span>;<br>g. DNA polymerase (III) adds nucleotides/bases in a 5&rsquo; &rarr; 3&rsquo; direction;<br>h. bases according to complementary base pairing / A&ndash;T <span style="text-decoration: underline;">and</span> C&ndash;G;<br>i. (leading strand) built up continuously (towards the replication fork);<br>j. (lagging strand) built up in pieces/short lengths/Okazaki fragments;<br>k. <span style="text-decoration: underline;">DNA polymerase I</span> removes RNA/primers and replaces them with DNA;<br>l. ligase seals gaps between nucleotides/fragments/makes sugar-phosphate bonds;<br>m. nucleoside triphosphates provide the energy to add nucleotides; <br><em>Accept the above points in annotated diagrams.</em></p>
<p>&nbsp;</p>
<p><em>&nbsp;</em></p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p><strong>Remember, up to TWO &ldquo;quality of construction&rdquo; marks per essay.</strong></p>
<p>a. complete human DNA/chromosomes sequenced;<br>b. identification of all <span style="text-decoration: underline;">human genes</span> / find position/map (all) <span style="text-decoration: underline;">human genes</span>;<br>c. find/discover protein structures/functions;<br>d. find evidence for evolutionary relationships/human origins/ancestors;<br>e. find mutations/base substitutions/single nucleotide polymorphisms;<br>f. find genes causing/increasing chance of/develop test for/screen for <span style="text-decoration: underline;">diseases</span>;<br>g. develop new drugs (based on base sequences) / new gene therapies;<br>h. tailor medication to individual genetic variation / pharmacogenomics;<br>i. promote international co-operation/global endeavours;</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>First division of meiosis</p>
<p>Most candidates knew the names of the four phases and many knew some of the events in them, but there were few really convincing accounts and some confusion between mitosis and meiosis. Few candidates made it clear in their answer than the two nuclei produced in the first division are haploid. The chromosome/chromatid terminology in mitosis and meiosis is rather awkward, but was expected to be used correctly in answers to this question. In past mark schemes there has often an easy mark for simply mentioning crossing over, whether in context or not. In this case candidates had to say that it occurs between non-sister chromatids. &nbsp;<br><br></p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>DNA replication in prokaryotes</p>
<p>Some candidates were confused by the specification that replication should be described in prokaryotes. This is of course the only type of replication included in the IB Biology program. There were some very good answers and stronger candidates did not have difficulty in reaching full marks. Abler candidates seemed to have chosen question 5, perhaps because they knew they could cope with the complexities of DNA replication and knew that they had enough to say for 8 marks. &nbsp;<br><br></p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Outcomes of the human genome project</p>
<p>There were some good answers to this question also. Candidates often referred to the complete sequencing of the genome, evidence on human ancestry and the discovery of genes causing diseases or of genes that increase the incidence of a disease.&nbsp;</p>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Draw a labelled diagram of a mature sperm.</p>
<div class="marks">[5]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline the formation of chiasmata during crossing over.</p>
<div class="marks">[5]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Explain how an error in meiosis can lead to Down syndrome.</p>
<div class="marks">[8]</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>Award <strong>[1]</strong> for each of the following clearly drawn and correctly labelled.</em><br>head <span style="text-decoration: underline;">and</span> midpiece/mid-section/body;<br>tail/flagellum; (<em>at least four times length of the head and containing fibres</em>)<br>acrosome; (<em>shown as distinct structure near front of head</em>)<br>nucleus; (<em>occupying more than half the width or length of head</em>)<br>mitochondria; (<em>as repetitive structures inside membrane of mid piece</em>)<br>centriole; (<em>between head and midpiece</em>)<br>(plasma) membrane; (<em>shown as single line covering whole cell</em>)<br>microtubules; (<em>in 9 plus 2 array</em>)</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>crossing over/chiasmata formed during prophase I of <span style="text-decoration: underline;">meiosis</span>;<br>pairing of homologous chromosomes/synapsis;<br><span style="text-decoration: underline;">chromatids</span> break (at same point); (<em>do not accept chromatids overlap</em>)<br><span style="text-decoration: underline;">non-sister chromatids</span> join up/swap/exchange alleles/parts;<br>X-shaped structure formed / chiasmata are X-shaped structures;<br>chiasma formed at position where crossing over occurred;<br>chiasmata become visible when homologous chromosomes unpair;<br>chiasma holds homologous chromosomes together (until anaphase); <br><em>Accept the above points in an appropriately annotated diagram.</em></p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>non-disjunction;<br>chromosomes/chromatids do not separate / go to same pole;<br>non-separation of (homologous) chromosomes during anaphase I;<br>due to incorrect spindle attachment;<br>non-separation of chromatids during anaphase II;<br>due to centromeres not dividing;<br>occurs during gamete/sperm/egg formation;<br>less common in sperm than egg formation / function of parents' age;<br>Down syndrome due to extra chromosome 21;<br>sperm/egg/gamete receives two chromosomes of same type;<br>zygote/offspring with three chromosomes of same type / trisomy / total 47 chromosomes; <em><br>Accept the above points in an appropriately annotated diagram.</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>In part (a) the sperm drawings were mostly neat but few candidates scored full marks. Five structures shown realistically and correctly labelled were needed. The nucleus was often shown insufficiently large. Fibres and microtubules were missing from the tail. Centrioles were missing from many drawings and the plasma membrane, head and mid-piece of the sperm were often not labelled</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Many candidates also lost marks in part (b) by giving insufficient detail or by including errors in their answers. Candidates were expected to use the terms <em>meiosis</em>, <em>homologous chromosomes</em> and <em>non-sister chromatids</em>. A frequent error was to suggest that the tight linkage between sister chromatids that exists when crossing over takes place is broken prior to crossing over, and that regions of non-sister chromatids become linked instead. This would of course not result in the chiasmata that remain clearly visible throughout metaphase I of meiosis. &nbsp;</p>
<p>Candidates should be taught that crossing over occurs by breakage of non-sister chromatids and their connection to each other, forming a knot-like chiasma. Chiasmata serve the essential function of preventing non-disjunction by holding homologous chromosomes together when the tight pairing or synapsis has ended.</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Answers to part (c) were good in most cases. Diagrams were often included, candidates need to label them fully if they are to help answer the question. Some included more details of the normal process of meiosis than was expected and also symptoms of Down syndrome that were not really relevant. &nbsp;<br><br></p>
<p>.</p>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="specification">
<p>In the red squirrel (<em>Tamiasciurus hudsonicus</em>), the allele for grey fur colour (G) is dominant to the allele for red fur colour (g) and the allele for a fluffy tail (F) is dominant to hairless tail (f).</p>
</div>

<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>The genes described above form a linkage group. Define <em>linkage group</em>.</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>A cross is made between squirrels of the following genotypes.</p>
<p><img src="data:image/png;base64,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" alt></p>
<p>Using a similar format, identify the genotypes of offspring which are recombinants.</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 how the recombinants are formed during meiosis.</p>
<div class="marks">[3]</div>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Explain the role of transfer RNA (tRNA) in the process of translation.</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>genes that are located on the same chromosome (form a linkage group)</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p><img src="data:image/png;base64,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" alt></p>
<p><em>Award <strong>[1 max]</strong> if the candidate does not use the same format, but gives the correct letters Ggff and ggFf.</em></p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>(recombination) occurs in prophase 1 of meiosis;</p>
<p>homologous chromosomes come together in pairs;</p>
<p>chiasmata form between the (non-sister) chromatids;</p>
<p>chromosomes exchange segments / crossing over takes place;</p>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>tRNA attaches to (specific) amino acid;</p>
<p>tRNA (with amino acid) moves to the ribosome;</p>
<p><span style="text-decoration: underline;">anticodon</span> of tRNA binds with <span style="text-decoration: underline;">codon</span> of mRNA;</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>This was surprisingly poorly known, with only the better candidates being able to state that the genes are located on the same chromosome.</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>As was shown in part c, the candidates seemed to know the theory of crossing over and recombination. However part b showed that very few really understood the products. In addition, in spite of comments from last year's report, the format used in the syllabus and the instruction of &ldquo;using a similar format&rdquo;, most did not.</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>This was well answered, the theory was known.</p>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Weaker candidates seemed to recall that tRNA had something to do with ribosomes, amino acids and protein synthesis, but were unable to explain any further and gain some marks.</p>
<div class="question_part_label">d.</div>
</div>
<br><hr><br><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p style="text-align: left;">Cells go through a repeating cycle of events in growth regions such as plant root tips and animal embryos. Outline this cell cycle.</p>
<div class="marks">[4]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p style="text-align: left;">Draw a labelled diagram of the formation of a chiasma by crossing over.</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 style="text-align: left;">Explain the control of gene expression in eukaryotes.</p>
<div class="marks">[8]</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. mitosis is the division of a nucleus to produce two genetically identical daughter nuclei&nbsp;<br><br>b. consists of four phases: prophase, metaphase, anaphase, telophase&nbsp;</p>
<p>c. cytokinesis occurs after mitosis&nbsp;</p>
<p>d. interphase is the metabolically active phase between cell divisions &nbsp;<em>OWTTE</em></p>
<p>e. the interphase consists of the S phase, G1 and G2&nbsp;</p>
<p>f. DNA replicates in the S phase&nbsp;</p>
<p>g. cell growth<br><em><strong>OR</strong></em><br>preparation for mitosis<br><em><strong>OR</strong></em><br>duplication of organelles in G1 and G2</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. &laquo;crossing over/chiasmata shown between&raquo; homologous chromosomes &nbsp;<br><br>b. centromere drawn and labelled &nbsp;</p>
<p>c. single strand break &laquo;SSB&raquo;/DNA cut between homologous chromosomes&nbsp;</p>
<p>d. non-sister chromatids labelled<br><em><strong>OR</strong></em><br>sister chromatids labelled&nbsp;</p>
<p>e. chiasma between homologous chromosomes labelled &laquo;shown forming after SSB&raquo;</p>
<p><em>Homologous chromosomes must be labelled and correctly drawn</em>.</p>
<p><em>It is likely that more than one diagram will need to be included to demonstrate the stages</em>.</p>
<p><img 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"></p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. mRNA conveys genetic information from DNA to the ribosomes &laquo;where it guides polypeptide production&raquo;&nbsp;<br><br>b. gene expression requires the production of specific mRNA &laquo;through transcription&raquo;&nbsp;</p>
<p>c. most genes are turned off/not being transcribed at any one time/regulated<br><em><strong>OR</strong></em><br>some genes are only expressed at certain times&nbsp;</p>
<p>d. some genes are only expressed in certain cells/tissues<br><em><strong>OR</strong></em><br>&laquo;cell&raquo; differentiation involves changes in gene expression&nbsp;</p>
<p>e. transcription factors/proteins can increase/decrease transcription&nbsp;</p>
<p>f. hormones/chemical environment of cell can affect gene expression&nbsp;</p>
<p>g. example of cell environment<br><em>eg: auxin/insulin/cytoplasmic gradient in embryo</em></p>
<p>h. transcription factors/proteins may prevent or enhance the binding of RNA polymerase&nbsp;</p>
<p>i. nucleosomes limit access of transcription factors to DNA/regulate gene expression/transcription<br><em><strong>OR</strong></em><br>activate or silence genes&nbsp;</p>
<p>j. DNA methylation/acetylation appears to control gene expression &laquo;as epigenetic factor&raquo;<br><em><strong>OR</strong></em><br>methylated genes are silenced&nbsp;</p>
<p>k. &laquo;some&raquo; DNA methylation patterns are inherited&nbsp;</p>
<p>l. introns may contain positive or negative gene regulators<br><em><strong>OR</strong></em><br>gene expression can be regulated by post-transcriptional modification/splicing/mRNA processing</p>
<p>&nbsp;</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><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Describe the causes of Down syndrome.</p>
<div class="marks">[5]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Describe how human skin colour is determined genetically.</p>
<div class="marks">[5]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Explain the causes of sickle-cell anemia.</p>
<div class="marks">[8]</div>
<div class="question_part_label">c.</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p>Down syndrome is caused by non-disjunction;<br>occurs during meiosis;<br>chromosome pairs fail to separate in meiosis I / chromatids in meiosis II / anaphase II;<br>some <span style="text-decoration: underline;">gametes</span> have an extra chromosome;<br>can lead to <span style="text-decoration: underline;">zygotes</span>/<span style="text-decoration: underline;">individuals</span> with an extra chromosome / individual has 47 chromosomes;<br>in Down syndrome this would be trisomy 21/extra chromosome 21;<br>increased probability with increased age of mother/ages of parents;</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>skin colour is an example of polygenic inheritance;<br>many/more than two genes contribute to a person&rsquo;s skin colour;<br>due to the amount of melanin in the skin;<br>combination of alleles determines the phenotype;<br>allows for range of skin colours / continuous variation of skin colour;<br>phenotypes do not follow simple Mendelian ratios of dominance and recessiveness;<br>the environment also affects gene expression of skin colour / sunlight/UV light stimulate melanin production;<br>the more recessive alleles there are, the lighter the skin colour; (<em>vice versa</em>)</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>caused by gene mutation;<br>(sickle-cell anemia) due to a base substitution (mutation);<br>changes the code on the DNA;<br>which leads to a change in transcription / change in mRNA;</p>
<p>DNA changes from CTC to CAC/GAG to GTG / mRNA changes from GAG to GUG; (<em>accept DNA changes from CTT to CAT/GAA to GTA / mRNA changes from GAA to GUA</em>)</p>
<p>which (in turn) leads to a change in translation / change in polypeptide chain/ protein;<br>(the tRNA) adds the wrong amino acid to the polypeptide chain;<br>glutamic acid replaced by valine;<br>produces abnormal hemoglobin;<br>causing abnormal red blood cell/erythrocyte shape / sickle shape;<br>which lowers the ability to transport oxygen;<br>sickle-cell allele is codominant;<br>homozygote/Hb<sup>S</sup> Hb<sup>S</sup> have sickle cell anemia/is lethal / heterozygote/Hb<sup>S</sup> Hb<sup>A</sup> has the sickle trait/is carrier (and is more resistant to malaria);</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>In part (a) most candidates got several marks but few the full five for describing the causes of Down syndrome. There was confusion as to when this occurs and how,. The most common statements were mp e, f and g.</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Many candidates lost marks in part (b) by not knowing skin colour is an example of polygenic inheritance and describing a dihybrid inheritance. Others simply gave an incomplete account for 5 marks and many were confused as to the difference between alleles and genes.&nbsp;</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Answers to part (c) were good in many cases. In these scripts, there was complete detail on the cause, the DNA and amino acid changes and the effect on haemoglobin. This is obviously a topic that is well taught in many centres although some students are confused about the effect of the mutation on haemoglobin and its subsequent effect on the shape of the red blood cell. &nbsp;<br><br></p>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Describe the process of crossing over.</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 the reason for linked genes<strong> not</strong> following the pattern of inheritance discovered by Mendel.</p>
<div class="marks">[2]</div>
<div class="question_part_label">b.</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p>a. occurs during prophase I/during meiosis</p>
<p>b. <span style="text-decoration: underline;">homologous</span> chromosomes form bivalents/pair up</p>
<p>c. breakage and rejoining of chromatids</p>
<p>d. exchange &laquo;of DNA/alleles&raquo; between <span style="text-decoration: underline;">non</span>-sister chromatids/homologous chromosomes</p>
<p><strong><em>[Max 2 Marks]</em></strong></p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. &laquo;linked genes are&raquo; on the same chromosome</p>
<p>b. Mendel's genes were on different chromosomes</p>
<p>c. linked genes are inherited together</p>
<p><em><strong>&nbsp;&nbsp;&nbsp; OR</strong></em></p>
<p>&nbsp;&nbsp;&nbsp; no independent assortment</p>
<p>d. &laquo;linked genes&raquo; only separated by crossing over</p>
<p><em><strong>&nbsp;&nbsp;&nbsp; OR</strong></em></p>
<p>&nbsp;&nbsp;&nbsp; fewer recombinants than with unlinked genes </p>
<p><em>Reject sex-linkage</em></p>
<div class="question_part_label">b.</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>
<br><hr><br><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>The image shows part of a cladogram.</p>
<p><img src="data:image/png;base64,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" alt></p>
<p>Using the cladogram, identify one diagnostic feature that characterizes the given groups of vertebrates at A, B and C.</p>
<p>A:&nbsp; .....................................................................<br>B:&nbsp; .....................................................................<br>C:&nbsp; .....................................................................<br>&nbsp;</p>
<div class="marks">[3]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Starting&nbsp;from&nbsp;the&nbsp;concept&nbsp;of&nbsp;gene&nbsp;pool,&nbsp;explain&nbsp;briefly&nbsp;how&nbsp;populations&nbsp;of&nbsp;early vertebrates could have evolved into different groups.</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>Mitochondria are thought to have evolved from prokaryotic cells. Describe <strong>two</strong> adaptations of the mitochondria, each related to its function.</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: gills <strong>or</strong> fins <strong>or</strong> scales <strong>or</strong> no limbs <strong>or</strong> external fertilization <br>B: homeothermic <strong>or</strong> warm-blooded <strong>or</strong> endothermic <strong>or</strong> lungs <strong>or</strong> tetrapod <strong>or</strong> <span style="text-decoration: underline;">four</span> limbs <strong>or</strong> pentadactyl limbs <strong>or</strong> internal fertilization <br>C: hair <strong>or</strong> fur <strong>or</strong> mammary glands <strong>or</strong> milk</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Gene pool is all genes/all alleles.&nbsp; <em>Reject all alleles/genes in a species.</em></p>
<p>Geographic isolation&nbsp; <em>Reject isolation if no type of isolation given</em>.<br><em><strong>OR</strong></em><br>migration to different areas<br><em><strong>OR</strong></em><br>temporal isolation<br><em><strong>OR</strong></em><br>behavioural isolation</p>
<p>Speciation/gene pool split if populations are reproductively isolated/do not interbreed&nbsp;</p>
<p>In different environments there are different selection pressures/opportunities/natural selection/adaptations/niches &laquo;to exploit&raquo;</p>
<p>Allele frequencies change/diverge&nbsp; <em>Reject gene frequencies</em>.</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Double membrane/small intermembrane space/small gap between inner and outer membrane for a gradient &laquo;of protons&raquo; to develop <br><em>Accept only the first two adaptations in the answer</em>.</p>
<p>Cristae/folds in inner membrane/large surface area of inner membrane for ATP synthesis/chemiosmosis/proton pumping/electron transport chains</p>
<p>ATP synthase/stalked particles generates ATP from ADP + phosphate/Pi. <em>Reject ATPase. Allow ATP</em> synthetase.</p>
<p>Electron transport chains for generating a proton gradient/for releasing energy from reduced NAD</p>
<p>Matrix contains <span style="text-decoration: underline;">enzymes</span> for Krebs cycle/link reaction/oxidation of fats/oxidation of substrates/aerobic respiration</p>
<p>Ribosomes/DNA for <span style="text-decoration: underline;">protein</span> synthesis/replication</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>There was much criticism of the cladogram from teachers in G2 forms and predictions that candidates would not understand it. In practice, most candidates realized for point A, they were expected to give a feature of fish that is absent in birds and mammals, the reverse of this for B, and for C a characteristic of mammals that is absent in birds and fish. This was an effective test of candidates&rsquo; knowledge of the characteristics of these three chordate groups.</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>In this question candidates were expected to apply their understanding of evolution and speciation to the context of the early evolution of vertebrates. All that was expected was a methods of reproductive isolation, differential natural selection and divergence until the differences between populations and their gene pools were great enough to prevent interbreeding. Candidates mostly got at least part of this.</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Question setters try to include some stimulus material to make questions more interesting but the first sentence of this question proved to be a distraction rather than a help. Candidates only really needed to think about the second sentences and so describe two structures and explain how they help the mitochondrion to carry out its function of producing ATP.</p>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p style="text-align: left;">Outline how reproductive isolation can occur in an animal population.</p>
<div class="marks">[3]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p style="text-align: left;">Describe the different cell types in the seminiferous tubules that are involved in the process of spermatogenesis.</p>
<div class="marks">[4]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p style="text-align: left;">Explain the roles of specific hormones in the menstrual cycle, including positive and negative feedback mechanisms.</p>
<div class="marks">[8]</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. can be sympatric or allopatric&nbsp;<br><br>b. temporal isolation by members of difference populations reproducing at different times &nbsp;<em>OWTTE</em></p>
<p>c. behavioural isolation by difference in courtship behaviours &nbsp;<em>OWTTE</em></p>
<p>d. geographic isolation by a population being separated by river/mountain/barrier to contact &nbsp;<br><em>An example of a geographic barrier is required</em>.</p>
<p>e. polyploidy</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. spermatogonia &laquo;2n&raquo; are undifferentiated germ cells &nbsp;<em>OWTTE</em><br><br>b. spermatogonia mature and divide &laquo;by mitosis&raquo; into primary spermatocytes &laquo;2n&raquo;&nbsp;</p>
<p>c. primary spermatocytes divide by meiosis I into secondary spermatocytes &laquo;1n&raquo;&nbsp;</p>
<p>d. secondary spermatocytes divide by meiosis II into spermatids &laquo;1n&raquo;&nbsp;</p>
<p>e. spermatids differentiate/mature into spermatozoa/sperm&nbsp;</p>
<p>f. Sertoli/nurse cells provide nourishment/support to these developing cells&nbsp;</p>
<p>g. Leydig/interstitial cells produce testosterone</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. anterior pituitary/hypophysis secretes FSH which stimulates ovary for follicles to develop&nbsp;</p>
<p>b. follicles secrete estrogen&nbsp;</p>
<p>c. estrogen stimulates more FSH receptors on follicle cells so respond more to FSH&nbsp;</p>
<p>d. increased estrogen results in positive feedback on &laquo;anterior&raquo; pituitary&nbsp;</p>
<p>e. estrogen stimulates LH secretion&nbsp;</p>
<p>f. estrogen promotes development of endometrium/uterine lining&nbsp;</p>
<p>g. LH levels increase and cause ovulation&nbsp;</p>
<p>h. LH results in negative feedback on follicle cells/estrogen production&nbsp;</p>
<p>i. LH causes follicle to develop into corpus luteum<br><em><strong>OR</strong></em><br>follicle cells produce more progesterone&nbsp;</p>
<p>j. progesterone thickens the uterus lining&nbsp;</p>
<p>k. high progesterone results in negative feedback on pituitary/prevents FSH/LH secretion&nbsp;</p>
<p>l. progesterone levels drop and allow FSH secretion&nbsp;</p>
<p>m. falling progesterone leads to menstruation/degradation of uterine lining</p>
<p><em>Award <strong>[5 max]</strong> if no reference to feedback is made</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;">
[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><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Explain, using a <strong>named</strong> example, how polygenic inheritance gives rise to continuous variation.</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>Describe the inheritance of colour blindness in humans.</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>human skin colour can vary from pale to very dark / amount of melanin varies;<br>skin colour/melanin controlled by (alleles from) at least three/several genes;<br>no alleles are dominant / alleles are co-dominant / incomplete dominance;<br>many different possible combinations of alleles;<br>skin colour controlled by cumulative effect/combination of genes/alleles; <br><em>Award the above marking points for any other valid example.</em></p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>sex linked condition;<br>carried on an X chromosome / absent from Y chromosome;<br>if present in male causes colour blindness;<br>(allele is) recessive so heterozygous females are not colour blind;<br>homozygous females are colour blind; <br><em>Do not allow carried on sex chromosome.</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>Answers were varied in quality. Some candidates were not clear about the nature of continuous variation and therefore either described how a small number of skin colours could arise, or described another example of variation with only a small number of phenotypic variants. The best answers explained how continuous variation results from the alleles of different genes acting in combination, with no single allele being dominant over the others. As there is considerable uncertainty about the number of genes influencing the quantity of melanin in human skin, the mark scheme accepted a wide range of answers.</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>This was well known by the stronger candidates, who had no difficulty in scoring three marks. There were some long answers describing particular mating and the offspring that they could produce, which sometimes scored few marks, as they did not make general points about the inheritance of colour blindness. Where crosses are used in an answer to a general question about the inheritance of a trait, they should be used to exemplify the pattern of inheritance, with annotation to make general points, rather than focusing too much on specific ratios.</p>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="specification">
<p>In some maize plants the seed is enclosed in a green sheath called a tunica. The allele (T) for this is dominant to the allele (t) for normal, unenclosed seeds. The endosperm of the seed can be starchy (allele E) or sugary (allele e). The genes for these two characteristics are linked. The table below shows the outcome of crosses between a plant heterozygous for both characteristics and one that is homozygous recessive for both characteristics.</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>State the genotype of the heterozygous parent using the correct notation.</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>Identify which individuals are recombinants in this cross.</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>Explain what has occurred to cause these results.</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>Maize belongs to the group of plants known as angiospermophyta. Distinguish between angiospermophytes and bryophytes.</p>
<div class="marks">[2]</div>
<div class="question_part_label">b.</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p><img src="data:image/png;base64,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" alt></p>
<div class="question_part_label">a (i).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>unenclosed seeds, starchy <span style="text-decoration: underline;">and</span> tunica present, sugary /</p>
<p><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAQMAAABMCAIAAADmykWRAAAE7UlEQVR4nO2dwXHkIBBFFcpWEYzS8JW7kyASAlEcqg3AQfQe/lbXN5pZSeMdRLX+O81QeAQNv2kQ4MmEEGbT1QUQYgikBCHMpAQhgJQghJmUMCbLskxPWNf16tLFREoYl3me53nmlFLKsixXlSc2+0pIKT10Tk0j3YduFd8qQbyPfSVM0988tVYfndd1TSm9t2hDUkrpVvFGCaWUPs+9J/tK8AZgJViXhuFweYT4OOfs5elQ/UYJGh/eyol5QqOEd7Msi7d9KcWHpmvpPCY0EWmf596TcZXADhiMMFm8MDrSmPBWxlXCPM+11j7POo7mCVEZVwk555xzn2cd50IleGKfp9+NcZWA6bIPC7XWoaKj/jNmPHRA7xCDcZXgTwSD9ABfznqrHf7xjnkEdxCSoZUgRDeOKoHfNA/inoX4j2iJWggzKUEIICUIYSYlCAFaJfwem6+vr84GurrGO/Q3SFRaJfwam8/Pz84GurrGO/Q3SFQUHQlhJiUIAaQEIcykBLvNLhKcfPrJ5iXsM+i5w8D3Xx3M77V7Yb/m3ZXgm/xiK6GUgm2tPzyAnnPuvAWw1npce1y7s4q9uxLsBmNCKcX3kPPng3CX6n+CNOd8/MAWy6aUcqpNpYTgSqi1NkdATzn1lBIfEel/TuiU9rh2tdZTmo+jBN7Tz1cBpJTWdd3uosUtAbilIqoSUHHvHAgePCBkX7u9RoQPhyCnu2fMN7b9jDNv8/jBdG6Fh4neNHyrAxeJAzwvOT5w5lMBUhwlpJRgd1hkWRY3KAzHvp8PYWIiGFIJOedtT0L/4OtC2BewZZpBAD4FfvfZ6TnkSSk1eVJK+Cnur88SvQAsV2jG0yFvJKLk8zw3GrupEoC7DViK2xXmhtXYUwaOjhqvzMGDdz53HEiHNfCZY3S4Z7+O8mGUhTw5Z++a3l95lMbn3UT8Ag9QTck5ET/Co1wjjH1bHc86OO7wOCR4qIQmZoiqBFY+4KDCO1/TY9hi0/eL3nLO0BUMuH0i/hbd0Zdx2Nru7x8mNgXm0MgHfB4EmgCPi4TfP3U3ShAlsGUPKoEngoGV4F+buJk7opuCLbMNjdiFPwuNeJEKeXi+0XifJtHF6SVk4fmk7mHtmtsPmuHiCKGU4E24Gx1hPod0f98UTAzNdJNfBXCX4jFhosUGjABYi2zeQiDsacTwLE/TZSG8h4nNcOQTEvsezWIC0LQmbsfiacnZxeIgSrDvqxDThq0T8pPZPOBGArNb/rp1w4Ct5Im8+NMMAsjcPO4febhF3M7bRC6hfZ86bxeyjFoQkpto1euF1d44ShBb7nlN2Gsv0aWEyAxyXVpPXhZ/ECVsw6EXuLoSb+E+V/I0S4Jnidn8QpxFShDCTEoQArRK+C8B9/v4+PjobaCx6W+QqGhMEMJMShACSAlCmEkJQgApQQgzKUEIcEgJ67re56X9EWSQeBxSwtmDcD9ke7p8NGSQeOwrgf/DWoeNjXy+hE+dj4MMEpLhxoTtOZsB9xXLIPEYTgk4htfnWS8jg8RjOCWcvabmEmSQeAynBMwO+eKJAYMBGSQeJ5SwrmufYZqPb4/pDmWQeBxSApYsfnLbeDBkkHhoSU4IMylBCCAlCGEmJQgBpAQhzKQEIYCUIISZlCAEkBKEMJMShABSghBmUoIQQEoQwkxKEAJICUKYSQlCgD8sbBqrA22e8AAAAABJRU5ErkJggg==" alt></p>
<div class="question_part_label">a (ii).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>crossing over;<br>between non-sister chromatids (in prophase I);<br>results in exchange of<span style="text-decoration: underline;"> alleles</span> / change in linkage groups;<br>so some gametes are <span style="text-decoration: underline;">T&nbsp;&nbsp; e</span> or <span style="text-decoration: underline;">t&nbsp;&nbsp;&nbsp; E</span>; (<em>linkage notation not expected</em>)<br>test cross expect ratio of two phenotypes / correct Punnett Square showing test cross;<br>but instead get four phenotypes with smaller percentage of recombinants; <br><em>Above points can be shown in diagrams.</em></p>
<div class="question_part_label">a (iii).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p><img src="data:image/png;base64,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" alt></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>Most candidates gave the heterozygous genotype but could not express it using the correct notation.</p>
<div class="question_part_label">a (i).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Candidates were generally able to identify the recombinants, but explanation of the cause was often incorrectly attributed to independent assortment.</p>
<div class="question_part_label">a (ii).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Some mentioned crossing over, but could not accurately describe what this involves.</p>
<div class="question_part_label">a (iii).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>The structure of answers was not always what was expected in response to the command term; i.e., a list of features of one group was followed by a list of features of a second group. Some candidates accurately described the characteristics of one group but did not distinguish them from the other group. Lack of familiarity with terminology such as rhizoids etc. was common. Bryophytes were commonly equated with gymnosperms and pteridophytes.</p>
<div class="question_part_label">b.</div>
</div>
<br><hr><br><div class="specification">
<p align="LEFT">In the pea plant (<em>Pisum sativum</em>), the allele for tall plants is A and the allele for short plants is a. The allele for green plants is B and the allele for yellow plants is b.</p>
<p>&nbsp;</p>
</div>

<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Determine the phenotype of Aabb.</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 align="LEFT">Compare the information that could be deduced when the genotypes are presented as AaBb or</p>
<p><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAD4AAABBCAYAAACJtRdQAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsMAAA7DAcdvqGQAAAQmSURBVHhe7ZtNSFRRFMdP7XQjjrhSGyUVKmIisXCRWllSm4Jo/CJyl6Obog9Bg4jaaEm2yCm0RVjpTiNTLCk3KinJSJCkRh+MlOEIhujOaf7H+3L8mObNe71ZdO8PLufeO/cNc+ace+6b4f+2+AOQhGwVVjpMR3xpaYle9vZy/2hhIcXExHA/HM86O0VvLalpaeRwOMTIOkw7PjQ0RGdKSrl/v6WZCgoKuB+O9NQ00dtI4fFjdLuhQfeXaATTqf64tZW2pdq5PWxuFrP6KC4rpakvn7m9H/9APa9e8lxvdw8NDAyIVdZgyvG5uTn+kM6iYm4jb4dpbGxMvBoZiG5GRgadLS/ncf+bN2ytwpTjPd3dbB17HHS44DD3tf1ulNnZWbbZ2dlsrcLUHj+Un8/2dX8/25KiIo768Og7stlsPBcK7PHs/fuouKSExwsLCzQ+Pk7tT55GZY8THDeCx+Pxb7en+t1NbjHj93d2dPAcbDiwLlSrr6vz+3w+sdIaDKd6cErjaEL7/v0Hj9vb2tiGI7i4IUtQ3K7fvEEPmtxU5XKJVRYhvoCIQDQ2i1RwGxwcFKs3B2tqa2rEaC2VLhe/7vV6xcy/x1DER0dH2TY03vkTMa21tj3l1150dbE1Qnx8PNvFxUW2VmDIce28PpCbyzaYnJwcPtNRpHDcRQLuAvv6+vhavAeON8sQkdcN0g9piHQMBQoe1gRubsTMRvD631q4rWKWiI8z3KIijU87nSHvqaenp8nd1ERxcXF0+coVMbuWq7W1oreKdnYjk8Idh2ZRP0tlQzkuG9I6vgVHh+j/F+AmSg+qqsuGclw2lOOyoRyXDeW4bCjHZUM5LhvK8f+O5Y/06MQuSt95jfp/LYvJVdTvcdlQjsuG+rNRNtQelw3luGwox6MJpGEQ+E1OToqZ6KMiLhumHUfaQsgDHWtVZSXdqq9n8Y8eoGPD9bgW7xHN1DflOJy8eP4CfZqaor1ZWTTn87Ec80xZGWvWwnHqxEm629hItoQE1rYdO3LUsOw7YnDLagRN1lnsdIqZFSDAxfzExISY2Ygm9sXaQNR5Dus3ez+rMBxx6NAgvL3ndvMYEUaqzs/P81gPpYHM0KTZUDGeq3Sx7FtPtpjFVKrjAz5saeGjafeOnZyqSFm9JCUlid4KmZmZbL1eL1srMew4dKrYy9jTl6qr+UEcyK4h7NXL+shCrB8tDDsOBfO3L19ZX17hquCnj5CuIyMjYkV4Avta9Fboev6craXiXYFhx+12O1s8ToHoo+Fo0lJdj+QaVR3XoJLjOMP+RvZEBVHkDAGhPSqx1g7m5bFiGf3gRzbWo1V1TZCvNYy1Km81pv+BQaSR9omJiZSSksLVHtU9NjZ2Q/HSwDWB45CSk5PJ4/HQz5mZqD1hqKH+epIN5bhcEP0Ga3jHMcHj2SIAAAAASUVORK5CYII=" alt></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>Deduce <strong>one</strong> possible recombinant offspring of individual <img src="data:image/png;base64,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" alt width="62" height="65"> after a test cross.</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>tall and yellow</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
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" alt></p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p><img src="data:image/png;base64,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" alt></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>Nearly all candidates successfully determined the phenotype.</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Answers were variable, with some excellent ones that distinguished between linked and unlinked genes, their position on the same or different chromosomes and the implications for recombination.</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>About half of candidates knew that the double recessive parent in a test cross would contribute a chromosome with the alleles ab and that recombinants would have new combinations of genes on their other chromosome, either Ab or aB.</p>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="specification">
<p>The image shows the karyotype of a person who developed as a female.</p>
<p><img 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" alt></p>
</div>

<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>In a strain of soybeans, high oil content (H) in seeds is dominant to low oil content (h)&nbsp; and four seeds in a pod (F) is dominant to two seeds in a pod (f).&nbsp; A farmer crosses&nbsp; two soybean plants, both with high oil content and four seeds in a pod.&nbsp; The offspring have a phenotypic ratio of 9 : 3 : 3 : 1.</p>
<p>Identify the genotypes of the soybean plants with high oil content and four seeds in a pod that were used in the cross.</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>In a strain of soybeans, high oil content (H) in seeds is dominant to low oil content (h)&nbsp; and four seeds in a pod (F) is dominant to two seeds in a pod (f).&nbsp; A farmer crosses&nbsp; two soybean plants, both with high oil content and four seeds in a pod.&nbsp; The offspring have a phenotypic ratio of 9 : 3 : 3 : 1.</p>
<p>Determine the genotypes of the gametes and offspring using a Punnett grid.</p>
<p>&nbsp;</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>In a strain of soybeans, high oil content (H) in seeds is dominant to low oil content (h)&nbsp; and four seeds in a pod (F) is dominant to two seeds in a pod (f).&nbsp; A farmer crosses&nbsp; two soybean plants, both with high oil content and four seeds in a pod.&nbsp; The offspring have a phenotypic ratio of 9 : 3 : 3 : 1.</p>
<p>Identify the phenotypes of each part of the phenotypic ratio.</p>
<p><img src="data:image/png;base64,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" alt></p>
<p>&nbsp;</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>Deduce the reason for the person developing as a female.</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>Determine, with a reason, whether this karyotype shows that non-disjunction has occurred.</p>
<div class="marks">[1]</div>
<div class="question_part_label">b (ii).</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p>&nbsp;HhFf HhFf ï‚´ / (both) HhFf;</p>
<div class="question_part_label">a (i).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p><img src="data:image/png;base64,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" alt></p>
<p><span style="text-decoration: underline;">all</span> gametes shown correctly on Punnett grid;<br><span style="text-decoration: underline;">all</span> offspring genotypes correct;</p>
<div class="question_part_label">a (ii).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p><img src="data:image/png;base64,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" alt></p>
<p>&nbsp;<em>Award <strong>[1]</strong> for any <strong>two</strong> correct phenotypes.</em></p>
<div class="question_part_label">a (iii).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>no Y chromosome.</p>
<div class="question_part_label">b (i).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>yes as there is only one X chromosome/chromosome missing/only 45 chromosomes</p>
<div class="question_part_label">b (ii).</div>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question" style="padding-left: 20px;">
<p>Most wrote the correct genotype, though there were a surprising number that did not follow notation conventions such as writing HFhf or using linkage notation.&nbsp;</p>
<div class="question_part_label">a (i).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>The majority of students could answer this question. Where students were not answering correctly, it was due to a lack of conceptual understanding of segregation; i.e. writing gametes as HH or ff for example.</p>
<div class="question_part_label">a (ii).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>This question was most commonly answered correctly.</p>
<div class="question_part_label">a (iii).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Approximately half of students answered this correctly.&nbsp;&nbsp; A number did not recognize the condition for determining a female was the absence of the Y chromosome rather than the presence of the X chromosome.</p>
<div class="question_part_label">b (i).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>This was more commonly answered correctly than i).&nbsp; Here a common misunderstanding was that nondisjunction could only be present if additional chromosomes were present rather than if one were missing.</p>
<div class="question_part_label">b (ii).</div>
</div>
<br><hr><br><div class="specification">
<p>The diagram shows a human karyotype.</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>Analyse this karyotype.</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>Outline the inheritance of hemophilia in humans.</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>Using an example, describe polygenic inheritance.</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>Male has (one X and) one Y chromosome / X chromosome is bigger than Y chromosome;<br><span style="text-decoration: underline;">non-disjunction</span> leads to three copies of chromosome <span style="text-decoration: underline;">13</span>/trisomy <span style="text-decoration: underline;">13</span>.</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>sex-linked/on X chromosome;<br>recessive <span style="text-decoration: underline;">allele</span> / Xh;<br>more common in males than females;<br><span style="text-decoration: underline;">heterozygous</span> females are carriers / only females can be carriers;</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>more than one gene contribute to/control same characteristic;<br>as number of genes increase so does possible number of phenotypes;<br>leads to continuous variation;<br>specific example; <em>(eg human skin color (due to differing amounts of melanin))</em><br><em>Award <strong>[2 max]</strong> for general points with no example.</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>The fact that there was a trisomy 13 as a result of non-disjunction eluded the majority, who seemed to register that pair 21 was OK, therefore nothing else could be wrong. Many lost a mark for not explaining why it was a male. Better prepared candidates were able to explain haemophilia and polygenic inheritance. For some candidates it seemed to be the first time that they had encountered them.</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>The fact that there was a trisomy 13 as a result of non-disjunction eluded the majority, who seemed to register that pair 21 was OK, therefore nothing else could be wrong. Many lost a mark for not explaining why it was a male. Better prepared candidates were able to explain haemophilia and polygenic inheritance. For some candidates it seemed to be the first time that they had encountered them.</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>The fact that there was a trisomy 13 as a result of non-disjunction eluded the majority, who seemed to register that pair 21 was OK, therefore nothing else could be wrong. Many lost a mark for not explaining why it was a male. Better prepared candidates were able to explain haemophilia and polygenic inheritance. For some candidates it seemed to be the first time that they had encountered them.</p>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="specification">
<p>Gibberellin promotes both seed germination and plant growth. Researchers hypothesize that the gene <em>GID1</em> in rice (<em>Oryza sativa</em>) codes for the production of a cell receptor for gibberellin. The mutant variety <em>gid1-1</em> for that gene leads to rice plants with a severe dwarf phenotype and infertile flowers when homozygous recessive. It is suspected that homozygous recessive <em>gid1-1</em> plants fail to degrade the protein SLR1 which, when present, inhibits the action of gibberellin. The graphs show the action of gibberellin on the leaves and &alpha;-amylase activity of wild-type rice plants (WT) and their <em>gid1-1</em> mutants.</p>
<p><img 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" alt></p>
</div>

<div class="specification">
<p>Most rice varieties are intolerant to sustained submergence under water and will usually die within a week. Researchers have hypothesized that the capacity to survive when submerged is related to the presence of three genes very close to each other on rice chromosome number 9; these genes were named <em>Sub1A</em>, <em>Sub1B</em> and <em>Sub1C</em>. The photograph below of part of a gel shows relative amounts of messenger RNA produced from these three genes by the submergence-intolerant variety, <em>O. sativa japonica</em>, and by the submergence-tolerant variety, <em>O. sativa indica</em>, at different times of a submergence period, followed by a recovery period out of water.</p>
<p><img 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" alt></p>
</div>

<div class="specification">
<p>The <em>OsGI</em> gene causes long-day flowering and the effect of its overexpression has been observed in a transgenic variety of rice. Some wild-type rice (WT) and transgenic plants were exposed to long days (14 hours of light per day) and others to short days (9 hours of light per day).</p>
<p><img 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z9AnjjnWrwsxBHn9tvrB0ue9kNZbN2+3adPuI21myPXxuWyNONkk6Gds+EnLBOE5SE8Chjl5BgZmjvE80F8dk45CGfnXCNuyhOmYfIgPNcsz5Q3KS/mFzfyYzNyVg7SxY30IFsc5M3qifabDeLhEwRTpz3s+vftE7nWc9JJJ/n90aNH/YyQ1RUb8VvYO++521UPutT7DWGZKvyMBd/uYqYoDnk22YcbZSYNk5m5ATKifFb+sB2HZWdP3oUQ5Y2UnFbCBo1Cl6rofHft2Om27dzmps/8dcbOAcbdcqs7r8/5flqfmRWWE6zzNgiPooJywGBjywd/XrXK7+nkP//sM+/OEzjLYbgxsAy/doQfeIg/Kd/Z4sQeg8EO997nn+deeP4F/2SPG+f2pL7wDy/6NLiGrZEtcVAWFBkbbIyamqV+z3JFaAv0wQcfuB27tvu4/icazCk3s1DER7n8DENMNpBNhsi7smulT4uyM3uFLIiLwW/JosXeD2Xc++FH7uln5rvbx/3E148tt5DfpHyglLHUAoMuG+yVAmYmcPvo448bLQsRjnJNe+iRTF0CyzhcQ/5JeWFAXlGz3Ls98vBDbvf7u3044iEfyM/cspWHNkuZxt58o08raVbP4KOWcNPYesUu5MMPP/T7zp07u1defdUNvOj7Pj42yv7Gxo3+un0zKhe0CWT8vQEDIpcGXlqy1G1596++DDbrxJ66S2pfue4NKzv3HGHOPPssv2wmhChvpOS0EkzVN+crxhh6Msgw0NpgCDzB0znbwICiwDUUjJBQuaCz54n4W5WVfsCiI6eTp/PHnfjxi5spZblIihMY3O3pm0HcYAAkz6a8MNhfN+o6f45yxeDOUzN7u54Pt9x0k9+jXBz+T/3X0Rm0iZP4hg+rf+pHGQrJJUPkfdsdP20Uhq+vI6MNGzb4cHzAsUf3nl4hwQgbRQvOPfdcv4ds+WCpBQUKWTPDYIa5zGTYUiD5Ab4CTRrdunXz15C1LdVkywtwzNezKcuC+fO8G6x4eYWvX9y4li0OwoLlg7rKBgoVsgtnXIx33n7HK4wsOV144YXun3//R6P2tWf3Hr8Pl59oE8jMNmbDAIWIdJKWqvZ9vs8rUOTBZoT279+ftX2h2GS7N97cVOvlQJ0RhvBh2xVClCdScppJ2CHHN54YmeofMfwa/9Sc5Mc2rht0qHS0dMbGyV26+D1T/9A5GFSYkbBBPiQMH3L0aP1AE14/7bT65Ri71lyYDWHpwGYegEGEWQl7cn/3nXf9wHfgYP3AwQyDPeGzMfA0FwYkFIIwvvg/0pqS4cCBA/3gzYBMvZiSymBKOcK4s/3LLFc+KB/xMHMS5iFeX3bN8huSLS8oAQzgNrDTBmHa44+6Detf88qMKQ7Z4vjiiy/8oG9ka0dAO0V2cZhRQkGYNPnejPKBjQ1Lj7lA+SIfgPywRwMUpksSlrTgiqFX+Jkc0rSlJQyWc7WvbGXC7gdC/2zkSwhRvkjJaSbxzjDcUG6ATp6ZgCQ/tnHd6Ny5fnCzDtdgRoGpfwhnO3Dv069vdNY0Fn84W0FaPHW3pDNHuWE2ZNiVw/wSTwhuzG6gwFWcXOFlYoO4LWsUA8rAgJiLpmRIXTDI81TPbIfZU1VUVPjBNJ/Zrlz5QPHAEL1HVU83adIvvhafnR+N9j179PD7kFx5YTaNNkUdoOww8DOwM+OE4oCyQx6yxYH7vw99/d9Ulp8QyonsQoiPJR5mSuweAPKFImnLh6Y8hgo+mKJicic+FKb/uvxyfx4HBYqZnOpLBvuNMlKHLWlf8TwJIcobKTmtAINkc5aqbOaDJSt7OqWTxyCYDpvBY/7Tz3iFgY1Ba+R1I6PQDaC4xAcrBiTiZwBktsU6c4w6eeo28Mc1G3CMbHGSD/I4+oYx7rLBg9z7u96LrtaDG+H4OzxLF8Csg5XT8sE+NCIOIW0GZ1P+wkHX8kQZyIfNYDBA2rHBoNiUDFkq5L0tzHaY4sd1Zi7umzzFnwNGvKYkWL4gWz4Y4JkpYSlo7tzf+Nkc/s0WQruBF19c6POJnOJyz5YXymIGxLach5xQQKlL0rVZmmxxMJOFOzZawDIXoEBYWQ3KSbs0xYX6s9map+Y95duapW2YnFCAKB//nLP6h79t3eqXpkzuLJ+ZHJJAruHfz22ZLVf7issTaMfkCcXtidlzvCyB+OPlFkKUGbwMMA2cWtmtVbbmcP+UB48fPXo0OiuMAwe+PH799WN82ndM+JnfLL69H3+Suca2eOmyKFQDuNn1K4YM8+FD/8QTuhG3YWF/PXNW5FJPU3HaOXkjLMer1qyNQtfLo+/5/aKzesJyshFHEoS1+Mwvm6XDZmHNLxtxk0acpmTI9ST3UAaUZduOnZlztnh5zd3yYeeEC/POsZUtlCNh4nI3kvKC/2cWPOv94W51iFsYr7XLpDji7hwTX1i2kLCcbKQZtnvitWth2kB+4+HxY/kI3cOyh4R5tc3SIX6OzR0ZhP6T2jFpm/zMTQhR3qTmjcdClCvenum2+qUmkT/MtGCDEy75JrkJITouWq4Sop2xZRwtjeQPS0rYHYV2N7hhD9Ujy/KWEKLjoZkcIdoRm8UxNJuTP8za2N/D4cZxNzf7O3FCiHQiJUcIIYQQqUTLVUIIIYRIJVJyhBBCCJFKpOQIIYQQIpVIyRFCCCFEKpGSI4QQQohUkholJ/7hy2JtxYAPI9qr4tsDXtM/9IorozORL3wKALnRDvhkQrHqUPXRtuQrb/6SbvXNxmcp8n13EWFpI2FYPiNhnyohD3aNrT37AyE6Eqn5Czkdx7jbfxKdFYeFz/++xe8toZPkG0EL5s+LXNoWew8L3wDK9uXsbNAxx7/k3ZHo16e//0bT9wYMcNePHOV+87sn/fevmgODIB+e5OOgza0PUTj2Lp1c8uYe5btbfER04l0/8x815Ztb1PmQYUMzX0RPwsLyLTLain0/y+67vZ9+5L/jBdxPtW9ucn965eWMmxCiddFyVZHI9qS4dfsO/+Xp9oIOm68zFwqDAx1yR4UnbT5WyScC+OAjX/JuroLDgGkvrWtufYjmgdIxddrD0VkypuAs/MOLvn6AOr/tjp/6j5Dmms0xBWfd+nUZBQeIh4/hhsoMH30d/qMfSsERog2RktPKvP7a6/4JvhDCqW2UJwZcNqbAmRK3KXU6X5QR82tfoc6G+WWGwqbLwyUZ9gzITLEzKO9+733vzlNpkj8gr8RnU/WEDf1yjXPzi1u4hVP8bOQL/3YOfCE79MNGXBAvP+HNjTwAcgvDUB67bl/wDuH6BX0v8MfDh12diScpLXOnnJYOcRr4YUYAiNPyAEn1wT6UCXlJIknGodwszyZz8gYsnZqfUIbx/Cflw+RmYUM50x4Ij7uFY097JC6ucW55xj0pL7hbeOI3WYblMLdcsrK8saFcZIMwmzfWuvsfnPK1NyWfdNJJfn/06LFGZUdW5NPCTnv80cS3LIezoN7/qyvdf11+eeTSALILy2Eb5QvLEZcnMrE645qRFEaIDgvLVWmArwZPfeiRom7EmS9JX0rma8h8abkQCEO6b26qbfRFbPtic/g1Z/tqMl9cxo2vPtvXp0Ps68t8Tdr88XVqO7YvP/NVZisHYew4mz+Ll2vkFciLpQX2pWfcw69Ukz7uhMONcoVffSYcYZAD/kibc8s7kIalzTXyZHlGXnYM+DPZxMtC2Di4WbqQLS2rI7ZsX+smDq5bOtnqA8iPycH8xfNneUuSsckrDGNthvjwC5YnSyOMD7Llw47xy7nFbV/8Zo97GH9S28U9nhfijLtTZ8gYGRGWuO16tjxafOw5D9tFHNzJVxKWb9LFn6VlkD75ygfKls0v6VuZ7L4gTfJPupSBc8IjD8sX58jGykvdZwsjREdFMznNJHyyY7NZD9t4qmapqlfvXlGI/GAqGzsglkaYMseWALALGH7tCHden/Mz090bNmzw6TJD0KN7T7+8km2JiXiYQifstyorXV1dnTvRKfowzFaQZ540iY8nxZBs/pihYumF+Mgr/HnVKlfZtTIz7T9n9ky/x50nW9Jntmf6tMd8WMLhNvqGMW7u7Ce8X9KvqKjwT8f79+/3bnxVmvOBF33f7X5/t3erWbrM20wQB9d4GidfxF9xcoX3Y5DHkBUvr/BPuNhKJT2Fx8mW1v4DB9zq9Wu9nwH9+/t9PiTVB+VGtsyiIWdb4sKOJySXjGk3l1YPyoQhzktOuJHOkkWLffzETV3CF1988bX858oHSzIsw0x76BE3adIv3PPPP+fjrqlZ6vN01TVXe/lQX3xLat2atYltNykvH3zwgd//8+//8PcXcdhsCO1v5eo1Pm7qLFceqVvStjbDElESzKBQh8gnDm1jw/rXfL7JM3Hs2b0nulrPlnf/6ttjSLxfYFYF3n3nXb/8lQTLXbakPXDgQL/feyJv2e5v5Ekdjxw9yrfHU7vWt98TSk1BfYIQHQEpOc2EAQZlxDYGrfCcDpalqhHDr2m0jJC0cT0OnSNTzXRY2fBr/Cc64TDdQoxZ7evXYXi2+KCfrz9gsA4VCgYIZIM7MDj94uf3+EEobsMADBJvbNzorhh6hT9HkWLwxJ2BhwHQBgTsKEJlpuc55/g9nX0uWF5gAGMQYMkkH5qbViEcOFivXKJ0hHI22RhNyRhFY/1f1vtjZGkDJ20JxTKMO8mwvKl8EIbBE0xpgbgiibyQWxLZ8sL9cubZZ3mjXZa2uDcYyLGrMYWGeyNXHnft2NmormzZKc7RaBnntNO+/i9KFCrKeNvtt/nziXeMd59/9lmjpcgkSN+URva0cVOYsO9KAuUHZRB/fFWd9s6X1HPd3yd36eL3cVraJwiRNqTktBJ0WMAggMITdjrxjesGSgCdO0+Nv3r0V37wygazHTxNWlrNJUnJSiIff+SJAYxyGP8+dMidfvrp/pinfwbDh6Y+4M9D+HcKgzMd/oD+/bwbihTuzByglDAAmnLU5ZtdGj2l2qDVs0cPv88GAxGGxAyyDD72tJ2L5qZVCJ0jhYGBLhdNyRjFkFkOrr/z9juZ9sXgyXlTNJUPFMMly5f5GQizpTFMIYa6r+pcn359o7PGZMsL9wszNdt2bvN1ffu4+n9MomRwrzCLhLKTK4/UFWmHIJ84FkeYZ2CGhzRsNsiYO/c3fgbS5M7MXtL9R564by0sM7rALFsSP/ph/UwT7ZvZzOcX/t7LoTn3d7H6BCHSgpScVoIlnkKXqoDpdgawn999lz8PO+evDh9u1HmPvG6kf9rkL+pG0pMmnXi8kycenpoZbJ6YPSfTcTPgWwdJGDvO5i8et3XYjz72uN/be0JIi7xhqPnUvKcyMwDhIIkfBudwWQPFiqUNlBIGufCv+CxxIStTUv73jTf8UyxP/nT25Iv8MguEv3lPPuX9YqzJQIayFJ99MEyJsQEwV1rmx8Jkg+uEz1YfxEWcDHSmULI3GRq5ZAx+ieZEPL976mnX+7ze3g1QFpGvlYH6s/yA5T9XPqiviy6+yA/Y/KXeZGq8dcIP8SJf/pmEX4i33Wx5oa5IgzIMu3KYb9/UoRnQ3nLTTd4/ec2WR2aySNtm/2g/xBMa54KVk+vkF8gDhuIsB5kizkMH8Rg2i3TrreN8vPzDyu4L4AElXCJ7efnLfmkpG9Qj7Yv2TTs35SjX/R2XJ1CP+fYJQnQYItucsgfDu9bYmgvGgRj+FYoZSpI2BoMYJXKOYaLlKTQkNINLNowMMTwMCa/H4+GaGSqGbmAGtWYsmuQvHrdhRpbmTljKZX7DzQwuDeQWliE07LXNDC7BDDXZyCvpgBmr4k4+yQdyoyyEMTlY+ULIv8XJZvJOSou8hn4t/RDiJ322uMzi9UF44ja3uHyMJBmHWDomJ8OMVtlIJ15Wy39SPkK/QLp2zrWk8kDoFrbdeF5Ik3hCGXGOO7K39CyOXLKyNAmDf/zFZQHxOPBv+YZ4+wvzD8g9DM9G2sQbbxvxsEYoh7jfUBZ2f8flacdsXE8KI0RHJTUvAxTpgKfm0IaAp3Om/0P7nSQ30f5Qd2NvvlH1UiDMLGI8brOXgFt7vUBUiDSh5SpRMrC8wCAZMnXKg1/7V8sLz7/g30IsSguW4GzpS+QHbR5jev5NZaDEn/HtM6IzIURLkJIj2h17KRxGx/FZAF6zz79l7J9o2FXwjxfsKUTpwCwOtiAY5oY2OiI3lw0e5I2z7fUMbFu2bEn815sQonC0XCWEEEKIVKKZHCGEEEKkEik5QgghhEglUnKEEEIIkUqk5AghhBAilUjJEUIIIUQqkZIjhBBCiFSSGiXH3jFR7K0Y8B6Y8Ns2bQ1p8wbV+McURTK858XqH7kVC+TP+2RE65Nvm+ebVPgJ7/lCvvVEW+HdTWF74ftZ9j0x6tuuqe6FaHtSNZPzzW9+s6hbMaATraur8x8cbC/+8NJL/mOIomnsC9Qb39rkFrzwnJdb+HHGQrFBljfb8jFL0TbwcdKm2jx1/f9+fJ17f9d7vr79B2BP1Hk+LzSkTaDc8IFQPghKWDY+Kjp21JjMV/T5RAlfJOeL5uHnSoQQbYOWq4pEtqe0rdt3uIt/cHF0Vg8dKINeW8HbU/nasmiaj/bu9Xv/heqrr/IDV/hNoUKgnmvf3OSPiWvW3Dn+WLQ+M2dM918SzwYzPXxt/Myzz3I1NUszb9Cmngi3bs1af54Nvjy+98OP3Lr16xq9pZvwd95zd6bNoAzxuYsrhl7hz4UQbYuUnFbm9dded5dXV0dn+RNOoaNA0SnbFDxPkDYNTidqn0Vga2p6nvD4Iw6DeMMpd3uK5Rs6uDN9b9eJH/d+ffo38gscWxz4J16ILwfYdTs2BdHC2xIR6Zof26x8YZnNv4W3+KysFsbygXvSkgTXJ9w23h+H4XKVCzlYWWyJAjhmRmj3e+/7a6FSa/ER1uJCplan7JllSCIpL4Q1Nyt7WNZ4/VpeiIs8mJyQSVI+LC4LG8qV65xzbGmwp11a+zH/HENSeyUeS5d8kY7Nlpib1Vm28oDFbXLIBrOb8MjDD/l9yMldurjD/znsj8OyUw4gvc0ba920xx9NnKENP8nAQw5UD7rU70OIx+4j2yzf8XoO5ck1K3/YjpPCCNHh4bMOaeDUym7He1X1LupGnPlyxZBh0VEDR48ePX7/lAejswYWL112fNWatdHZ1yEcab+5qfb43o8/8ceEIS6Or79+jPcDuN8x4Wf+eNuOnf56Utz46Xt+Px+f+SN+IO+/njnLHxOfxYE7x+wPHPgyc83SIwxxAv4tfvwSxmSCP8vvMwue9XHgj40w5AfwQ9mAvOGPa8SHP8IC8ZkMrCyWf2Rk6QLhuGZpEYb4rAxxKAfxGdnKZbKwa0ngJ8xLKFvyYWWyY5MDeQvDGblkbPLC3TAZER9pg+WBONhbfiBXPqztET/+Td6kgTt7rll9kA5xcWx+AXeTvfklPuIP84hb3K/Fk1Qe0uaY/Ib5CNM2uM41a09xyLeVB38mD4P08ZMPpJ/UByBr4rZykB4bkJ6Vw+qEeEye+MPdys5xtjBCdHQ0k9NMeAqzpyY2e2K3jacunuJ69e7l/dtTKhtP+MwY2Lk9IRpMdbNMwtMf0+is6QNT8Cw7ndfn/Mx0+JJFi73tAfHwkT/44IMP/D7OyNGjfHyndq1/+jzRGfoZB/L+42uv9W5MvTNdX7N0WcaGgC+D88RaVVXlz/lAJpx77rn+o4yA/yHDhvr48Xv/g1N8vMTPky355Rh7B5Zt8MdGnla8vMLHcWKg9vYNsH//fr/v37ePj2/gRd93u9/f7Z9OsW3BH3Fyfeq0h70b1ypOrvDhjG9VVkZHzud15eo1Pr4F8+dFrrnJVq5u3br5chA/1/KFumRJg7wTFnstyk3e7CON1Cdp2CyPkUvGtBXqbev27d4vYS854Xb06DEfH23O2h6wLLd6ff2SzID+/f0+Vz4emvqAj3/SpF+4d995NzNbwVJPZddKXx/kifrA/oTlnh276vNCOzFytVfCMKNDG0RGwBe6udeIlzTJS1J5KDf2MdZW8Z9tueqNjRv93tpzCPctMrDyEMeHH34YXa1ny7t/9e0xJN4fMKsCK2qWJy5VHYjq1vJAeswOwYYNG7zcL+h7gevRvafPD8uem9+uvz76hjG+/Zx00kn+nDrOFkaIjo6UnGZCJ2zGhmwMXuE5nSxLVSOGX+P9ozDYNQZHDBztPNuAa9PSdF7Z4BrxWVxs4XR5U6DoQOdIaQKUKJuuzxf8hwpGz3PO8XuLn8HpFz+/xw+AoQ0DytXihYv8db5CbvJiiY/Bk8ED5YXBDtsmOnSwDh5OO63+X3B2LQkUA5QhGxxtEGqKpspVDI4cOeL3YR2yMciGNJUXBkpkCAzkAwcOdAcO1g+mKDRh3KZEhOTKB4PqvZPv8wPxGd8+w/szQkUSyGO29pOtvd566zh/vfqSwb7N0x5oC9jM8EDAQwIKSLbyoKgxsIftgmWnXJj8QlC4aXfWDufO/Y1XnlAkc4E8TWlkTxs3hcmMkENojyhQKCewZ/eejN3cvs/3+eOwfPQf1EE2soURoqMjJaeVsPXwXB1TNujg6dTp+H716K8yMzlJ0CG/8/Y70VnhdO7c2e9tBgDqvqpzffr1jc7yo8s3uzR6cjwalb9njx5+zwwAgyEzAiF09nTOZiNh8mJgnTT5XjftoUf8kymDHQNH587118PZKgZn5BBXCuJMvGO87/wxDEXZyWb3EtJUuYoJg2IumsoLiiGzHLQf2gSKtimv8dmIXCTlg/b8xOx65ZzZOJTPEFOQIFf7ydZeaQfMCpmiwL+jaAs8AGzbuc3X/+3jfpK1PNYuwnwAecmGyc9A8UXhpt2F7RDbm1m/nunPgdk0ZnPsHjfIE/cqcoctW7Z4pT5bH4DSyEwPSvfnn32WsQ+qqKhIjD8XzQkjREdASk4rwdS/LVUVCgoHT7w/v/suf86/M4yvDh9u1HHTITOw2cwEnVzSLEU8HDAgsMxBxzz/6Wf84Mi2Yf1rbuR1IzMdpg0c2fb4YwqdPFva//vGG155YfDCOJIZgKfmPZXp8M3gFK4bdZ1fbuLvtwYDLUsbLHmgmNhsF+FRUvBvgzHLHMgB6OyRF+VgICZP+CVfZox5y003eb/xQQ7CMkGucuE3rJskuE5c5CXJP3XCrAGDP0oE+QbSszwYufICDMicoyD0Pq+3dzMlktkIkxd7ZiasrCaHXPng30TMajBjwYwYsyuhkvjWifjwhxuKwkUXX5TJv6UD2dor7QEZoSAwk8gyHue4Uy7aBrMi2crD0rC5kwc20iEvcSNzK+cvH/llJo+kg+JL27JZGIyYDeRuMOtEXpCJyQn8bMyPfuiPffv78yovhyS8TE8obfw7i/aNgmdKOvce8d83eYo/B8qQJE+g/rKFEaLDE9nmlD0Y4LXG1lwwNjx6tN7YtlAwHsSIkPQxHsTQkHMMHi1foVGhGYWymcFkSDycHbNhsIgRKuHMzYwhQ39m5GhbPB4wo2I2ywdb6M82Myg1KF8or9Aw1jaMKXHHX1im0LCT62agaYao5BV38hfKNU68TGaQm1SuUB7EmYSVgTBx/2H+uWaGo6FbEkl5CbF0SNvAT1i/pE16ds5m8STlw+RCuHh9cp5UHgj9mSwhqb1SLss78ZF/Mz6Ox5FUnrg7bmzZ7sN4OQkX5jFMly28BoQP88Bm8mkqLJCnMP243zAO2nO8vpLuv6QwwDnXhOiIfIOfSN8Rol3gqfvFFxd6w2qDJ2mm/0P7nSQ30f6wtIrBr+olf5jpYYk2tJ9jpubx6TMa3QdCiJah5SrR7rzy6qt+uj1k6pQH/fR/yAvPv+C+N2BAdCZKBZbg4ksoIjcoOLxpOVzu4p9/zV3iFkIkIyVHtBv2IrTTTz89Y6xpTLzrZ27Xjp2Zv+RiT8Nf183+RJQGzOJgC5LPpxBEA/bKBv7yTftGjqDZMCGKi5arhBBCCJFKNJMjhBBCiFQiJUcIIYQQqURKjhBCCCFSiZQcIYQQQqQSKTlCCCGESCVScoQQQgiRSqTkCCGEECKVSMkRQgghRCqRkiOEEEKIVCIlRwghhBCpREqOEEIIIVKJlBwhhBBCpBIpOUIIIYRIJVJyhBBCCJFKpOQIIYQQIpVIyRFCCCFEKpGSI4QQQohUIiVHCCGEEKlESo4QQgghUomUHCGEEEKkEik5QgghhEglUnKEEEIIkUqk5IhU8PEnn7opD0x1EybeGbnUc+zYMe/WretpfuMYN2PGrNnevV+f/m77zl2RqxBCiDQgJUekgutHjnKLFy6Kzhp4aclSt+Xdv7ptO7f5jWPcYMmyGlf75ia399OP3KTJ97rbx/2kkQIkhBCivJGSI1LBjl3b3Z333B2dNbD7/d2uR1VPd8opXf028KLvu32f7/PX5s5+wo29+UbXqVMnN3bMaO+2cvUavxdCCFH+SMkRqebiH1zsNm+sdavXrnNffnnQz+Tceus4v7x16OAhV1VVFfl0bsiwoW7P7j3RmRBCiHJHSo5INczQDL92hJtw23g3adIv3B9XLHfnfLe723/ggL9+ateufg8VJ1e4urq66EwIIUS5843jJ4iOhShrMCJmKWrB/HmRSz3Y3qxbs9bP6KDwcH1j7WY3dtQYb6fDMhbEw2OQLIQQaWb/wX9FR+lESo5IDUlKjik4NTVL/ZIVMzpTpz3s/uvyy131JYPdxrc2+Zkd4J9XFRUVbuaM6f48CRSftHcKQgiRFrRcJVINCs55fc73x8OvvsrdOO5mt/rPq7xiU9m10v1t61Z/DbDX6dW7V3QmhBCi3JGSI1JD3Vd17qvDh6Ozer79ne+4FTXLvdExfw///LPP3Jlnn+Wv8bfxJYsWe3dmfGDE8Gv8XgghRPkjJUekApaaeE8OdjdDr7gycnXu53ff5f9CfkHfC1yP7j3dyV26uEcefshfwygZhQd3lB2Mkvk7uRBCiHQgmxwhCgCbnBUrX4nOhBCivLnowoHRUTqRkiNEAcjwWAghygctVwkhhBAilUjJEUIIIUQqkZIjhBBCiFQimxwhCkCGx0KINCHDYyFEBhkeCyFE+aDlKiGEEEKkEik5QgghhEglUnKEEEIIkUpkkyNEAcjwWAiRJmR4LITIIMNjIYQoH7RcJYQQQohUIiVHCCGEEKlEy1UiFXz8yafuxRcXurq6Ordg/rzItYFjx465p5+Z7+Y9+ZTrff557rXX/+LdZ8ya7d0qu1a65xf+3vXv28e7Z0M2OUKINCGbHCHKgH59+rtDBw+54deO+JqS8+WXB924W251Xb7Zxd07+b6MIrNkWY1bsmix+9MrL7uVq9e4ubOfcJvfrnWdOnXy15OQTY4QQpQPWq4SqWDHru3uznvujs4ag4Iz6LLBrqZmaaOZGpSasTff6JWasWNGezeUHSGEEOlASo5INczW7H7vfff+rvf8LMzo0Tf4mR2Wt5j5qaqqinw6N2TYULdn957oTAghRLkjJUekmnVr1rpLqwe5uXN/4za+tcnt/fAj9+hjj7v9Bw7466d27er3UHFyhbfpEUIIkQ5kkyNSA0bE+z7f18gmB1udSZPvzSxHzX/2OTd92mNuyfJlbuyoMW7bzm3ulFPqFZ14eGZ+hBAizaTdxlBKjkgN+Sg5q9eucxNuG+9ndaovGez353y3u782YeKdrqKiws2cMd2fJyHDYyGEKB+0XCVSTY+qnu6dt9+Jzpw7cuSI/7s4ig37v23dGl1xbsu7f3W9eveKzoQQQpQ7UnJEaqj7qs59dfhwdFbPT+8Y71a/utJtrN3s35XDX8aZ2QH2nHv3ZTXebcTwa/xeCCFE+SMlR6QClpoWL1zkNm+sdUOvuDJyda560KVu1tw53v6mR/ee/q/ktnTF/syzz/LuKDt/XLE85ztyhBBClBeyyRGiAPTGYyFEmtAbj4UQGWR4LIQQ5YOWq4QQQgiRSqTkCCGEECKVSMkRQgghRCqRTY4QBSDDYyFEmpDhsRAigwyPhRCifNBylRBCCCFSiWZyhCgAzeSUN9Rfc1CdC1GeSMkRogCk5JQ31N83v/nN6Cw//vOf/6jOhShTpOQIUQAMkjI8Ll9Gjvhxs5Qc1blIKzI8FkJk0ExOeaOZHCE6FjI8FkIIIUQqkZIjhBBCiFQiJUekgo8/+dRNeWCqmzDxzsjl6yxZVuOGXnFldFbPjFmz/RJGvz793faduyJXIYQQaUA2OSIVoKQcOnjIDb92hFswf17k2gBKUPUlg13v889zr73+F++G0rNk0WL3p1deditXr3FzZz/hNr9d6zp16uSvJyHD4/JGhsdCNEaGx0KUCczK7Pt8X6KSwwxPRUWF27VjZ0bJQTGaNPleN3bM6MTzJGR4XN7I8FiIjoWWq0Tqmf/sc+66Ude5ipMrIpf6mR1mfqqqqiIX54YMG+r27N4TnYlyAKWlkE0I0bGQkiNSzcbazX5fPehSvzf2Hzjg96d27er3gBJUV1cXnYlyYdztP8l7E0J0LKTkiNRy7Ngx9/Lyl93EO8ZHLkIIIToSsskRqSFuk7N67To34bZkBWfW3Dnu/kn3uY1vbXLnfLe7dzO7nZkzpvtzLW+UB4XM0Cx8/vfNsskRIq2k3d5MSo5IDbkMj4HrtW9ukuFxiqA+2kLJUZ2LpqAtFtK21K7aBi1XidRQ91Wd++rw4eisaVBo+As5y1r8nRxGDL/G74UQQpQ/UnJEKmCpafHCRW7zxtqvvfAvG8zYnHn2Wa5H955e2fnjiuU535EjhBCivNBylRAFwJS0XgxXOvByv7ZYrlKdi6Yo9EWTpdKu9DJAIUQG2eSUFrLJEaWCbHJKEy1XCSGEECKVSMkRQgghRCqRkiOEEEKIVCKbHCEKQIbHpYUMj0WpIMPj0kRKjhAFIMPj0kKGx6JUkOFxaaLlKiGEEEKkEik5QgghhEglUnKEEEIIkUpkkyNEAcjwuLSQ4bEoFWR4XJpIyRGiAGR4XFrI8FiUCjI8Lk20XCWEEEKIVCIlRwghhBCpREqOEEIIIVKJbHJEKvj4k0/diy8udHV1dW7B/HmRq3NffnnQTZr0C7d5Y60/X/DCc2741Vf5Y5gxa7ab9+RTrrJrpXt+4e9d/759oivJyPC4tJDhsSgVZHhcmkjJEamgX5/+7tDBQ274tSMaKTkoMUOGDPHKy4SJd7rVr65023Zuc6ec0tUtWVbjlixa7P70ystu5eo1bu7sJ9zmt2tdp06dotBfR4bHpYUMj0WpIMPj0kTLVSIV7Ni13d15z93RWQMVFRWZ2ZlHHn7I79/YuNHvUWrG3nyjV2rGjhnt3VB2hBBCpAMpOSLVTLxjfHTk/OyNwfIWMz9VVVWRi3NDhg11e3bvic6EEEKUO1JyRIfh2LFjfn95dbXbf+CAPz61a4PiU3FyhbfpEUJ0bFh6KnQTpYlsckRqwP5m3+f7GtnkhGCDAyxNbazd7MaOGpOxz4F4eHVc5UFb2OSIjkch7QoKbVul0q7SbhckJUekhlxKDstTTz7528w1zqsvGew2vrXJnfPd7t4Nw2RseGbOmO7Pk0DxkbFg6UB9yPBYFJtC2xU0R8lRu2p9tFwlUg9/Iw8VHECx4W/jf9u6NXJxbsu7f3W9eveKzoQQQpQ7UnJEaqj7qs59dfhwdFYPCs6jjz3u5syeGbnUz/jApMn3+r+QY6tjS1kjhl/j90IIIcofKTkiFbDUtHjhIv/Sv6FXXOndUHDG3XKrfzdOj+49/RQ0G0tSgG3OmWef5a+h7PxxxfKc78gRQghRXsgmR4gCQEnS229LB73xWLQGhbYraI5Njt543PpIyRGiAFByZCxYOhRqICrDY5EPhbYrkOFxaaLlKiGEEEKkEik5QgghhEglUnKEEEIIkUpkkyNEAcjwuLSQ4bFoDWR4nB6k5AhRADI8Li1keCxaAxkepwctVwkhhBAilUjJEUIIIUQq0XKVEAUgm5zSQjY5ojWQTU56kJIjRAHIJqe0kE2OaA1kk5MetFwlhBBCiFQiJUcIIYQQqURKjhBCCCFSiWxyRCr4+JNP3YsvLnR1dXVuwfx5kWs9q9eucxNuG++PZ82d48aOGe2PYcas2W7ek0+5yq6V7vmFv3f9+/aJriQjw+PSQobHojWQ4XF6kJIjUkG/Pv3doYOH3PBrRzRScrbv3OWGD7vabXxrkz+vvmSwW71+rVdmliyrcUsWLXZ/euVlt3L1Gjd39hNu89u1rlOnTt5vEjI8Li1keCxaAxkepwctV4lUsGPXdnfnPXdHZw2seHmFu3Hcze6c73b3G8e4AUrN2Jtv9EqNze6g7AghhEgHUnJEqtmw/jXXq3ev6Mz5Y9xY3mLmp6qqKrri3JBhQ92e3XuiMyGEEOVO2Sg5Q6+40k8hZttgwsQ7/RJEa0C8lk6hTHlgaiafrZW/+c8+5+Nn2YY0kFd7QT5YJmpvjh075hWZk046KXJx/hi3/QcO+PNTu3b1e6g4ucLb9AghhEgHZWOTgwIzZ/ZMv7TAMWB7wUB2++3j3fPPP5fTlqIlbKzd7MaOGuOPC11DReFgWYTlFIxc39/1nqupWRpdLQ6Wv72ffpSRzz///g/32ut/iXx0DJDvvs/3ZWxyaBs9uvd0C154zg2/+irvZkbIS5Yv8zLbtnObO+WUekUnHr65Sq1oW9rCJkd0PNrCJqcUSLtdUNkoOQzk1YMu9cehkgPMGvT4bvdWU3IAZeX+SfcV3CDiA2drQN4woDWlhjRr39zU4ZUcYGZr0uR7MzY3pnT+ccVyb4SMQTK2OkC7qqiocDNnTPfnSaD4yFiwdKA+ZHgsik2h7QpkeFyalM1ylSk4SfBPmb2ffOpGj77BD2Jgyzc8ubNnsMMOg4GMc5ZzvvzyoPeLkmTLYezxF8eWPIgffxY3EA9px92Ji78nr351ZcY97tfyizt545rlhZmIcKmLQTwOflG+dr/3fsYfaYaE5UMOnLOZf/JF3HbONZObKZRJ+SDvxGcyRebmRhxWJvybH8pnkAZ+LV428llM4nY2HOOGYsPfxv+2dWt0xbkt7/61kf2OEEKI8iY1hsdTpzzoNm+s9ccMntOnPeaPjxw54pdxvlVZ6a4fOcrddvttfokCpeCNjRvrl7vG/cRNn/lrr1WfefZZ7u47v/4vHQNlB3/8VXnaQ4/48I8+9ri76pqrvTvvYWE5hAGemRT+8YNfH+bqq9y4W2515/U5P+MXBYX8/u6pp70yBPylmev80wcbEY7527NXmE74DSEN4ul9/nneH1v4LyPywV+oJ971M39t4EXf9+fYohAnA/1lgwe5B+6f7KZOe9hdWj3IK43klX8iMSuC4hLPB27kHfuWYVcO89d+9MMfZtzAyrSiZrm7557/9mGpI2blkBtyYpaFsKTL1pLZp7qv6txXhw9HZ/WMvG6kW7xwkVdcUbw4xg1Imxkw8mLK5ojh1/i9EEKI8ic1Sk44ODJAM/ADyxQsY6G8MMAzgGODgVIAb26q9YMyAz8zCQzKKEAoB0mYbQeDNuFQRAjD4E549rB1+3a/D2FwJ+4fX3utPydvDOw1S5f5JRKUIRQgW3ZjALZZIPIHH3zwgd/ny59XrfKKjOUbuybA3V58t3X7Dr9HkUEJYdBHKTjj22d496R8fPHFF15pgQH9+/s9cjU3oEyUb+ToUX7mxIx8jx496g5E8rV/N6EkmpLaHJgpQoEhjnA2iDLSFliaIu/Y51i5kT/tArsdysgSVmsueQohhGhbyvJlgLaEErdzYRBmQGPwspkGZgkgHoaBkHekQOgvG8ygMPNg/lCCLuh7gR80cWdwt8EzJLQTsTjixq5mP0MeUSyYVYGwPLmgrNlscsJjg7IPumywT4dlKNKceMd4f8zfq5nhgG7duvllwmz5YGYExSEsj7mZPMIyhTJD6WLpCqXO8pH0tuJSA1no7belg954LFoDvfE4PUjJOQH+sikpRlzJYabDDFfZZ1NGQiXH/gUV/tuHwR2Y9YgrOdirMPvU1MCfS8nBToalu1ARIV4zxrWw9z84xc+wMFPEsg88NPUBP7ORLR8tVXLwy1IhM2LM+Myd+5tMPKUKbawphVi0HdSHDI9FsSm0XYEMj0uTslyuwu4ibnvBEgtggxPuzT0e5t+HDnk/2GCwnPPE7DmZJSoGfgsXx2xinnzyt355iWUY9vxjh0Eb2KPQQGgnwqwIy2Tzn37Gp8XGzInZiODPFAxAEWGZiPxAaDsSQjkoj+WZODgH7GQAuyGwfJntCXuW0Gb9eqa3zbnwwgt9nsCWbrLlw2R8NJBVXP7xMgHXiAMFZ936df5G52/1pa7gCCGEKC/KSslBKUDDxu6CjWNTTLCrAGYtGIDN8Pj//fg6P7NhYZhZYBaH2QP8YFPDhxkP/+ewn2UgTojbZjDzgGEuszn44a/GZt/yyMMPuR5VPf0MBtdeeP4Fr9CQjtmJWF6fmveU6/LNLj4tNhQIm/HAH/7JLzDTgvEvM02E531Al1dX+2uGlZXyWFmJg3PSR3Fg5oR/DhEHygzltfKxZxalT7++/nhA/37ePfyXUVI+MMC2dwcxk0XZUO7MjX28TJQXiAc7IIzBTea2xQ2rhRBCiOaiD3SKdgGl6A8vvZRZmgNmdx6fPiPne2raGxQxTTGXDtSHlqtEsSm0XYGWq0oTKTmiXWBmh7c/h3Y4thyWZNtUKtD5yQi1dJDhsWgNZHicHqTkiHYBw+1fPvJLv5wF2CphCF7KCg5oJqe00EyOaA00k5MepOQIUQBSckoLKTkiH2gnhSIlJx1IyRGiAKTklBZSckQ+0E4KWRpqq+UqtavWJzVvPBZCCCGECNFMThvB2315F0w2+Ps17+oZfcOYzIsCRelR6BOhaF1keCzygXZSijM5MjxufaTktAEoMFu2bPGfTsgGbxXm3Tbh25BF6aHlqtJCy1UiH7Rc1XHRclUbgILzX5dfHp0ls/nt5n+cUgghhBBfR0pOG/BW7Wb/+Yc4vBCPZSyeMngJXgjvkcGdjTcX45c3CJubvRnYzpktsjD445tVQgghREdGSk4rg/Jx1TVXR2eN4XtSJ3fp4qcsw88o8ObfeU8+5ZYsX+Y/AMq3pd7YuNF/IPPOe+7238qyJS0+DMoSV+dOndyKmuVu76cf+c9M7H5/t7/e0UGWoXLIMW6GKYYsF1JXQggh0oNscloZZlRYqorP5IRfMecaAy/f30qyybEvpvOiPGZ0+N6ThTODZosv29fQOyrI/4Vn/8d/CBSuGnaVu+2On3r7KN6wzBfY//TKy/4bZnxklWXD+HfLQlCIZIRaOsjwuHggy0IpF7nI8Dg7MjwWLYKZA2Zg4rDcxMc+t+3clvmsAQNoqOQwCK9bs9a/FThUXqY8MNVVnFzhhgwZ0sigmQHdPkwqZace5M+X0O2fbZzzcVW+j8XsDR9INTnFz5OgjmQsWDpQHzI8Lg6Ftu1yuhfIaykqOepLWh8tV7UiLH9c/IOLo7PGdO7c2e+PBksncOTIET9bw+zNnt173K8e/ZX/5EHIyOtG+qWpFS+vcAMHNmjhKDvcNCxp8aVvZnc6OsgfJRGlErnyNfZbbx3nZcO/2aqqqiKfzg0ZNtTLXAghRDqQktOKbNiwwX1vwIDorDED+vdzlV0r/febWKqyj1OinGB/gx3Oz+++y7v9+9Ahvzf69+3jelT1dLt27PTHYEbMxHXLTTd5t7gC1RFhVgYbJmbNJk36hfvjiuV+mW//gQP++qld62fRgNmxurq66EwIIUS5o+WqViTbUpXBTM/t437iZxRYXkLBYX95dbUbd8utXtFhVoavdR/+z2H31LynMrY98S92o+T8edUqt/rPqzLhHrh/sr/W0QmX/VB4qJONtZvd2FFjGi0XYoS87/N9mTpjiluUPm2xXNVRKHS5qpwoxeWqUiDtS2ZScsoU7HJYdokbNIvGmIKDTY7ZQU2d9rDDGDw0/IbQXicb5WSH0BGgPmSTUxwKbdvldC+QV9nkdEy0XFWGMGvDsooUnKZBwTmvz/n+GIPuG8fd7Ge7kB3LhX/butVfA+x1wr/yCyGEKG+k5JQRzErwRIJtCe/CEU3z7e98xxtpoxhir/T5Z5+5M88+y1/jn1T8hTy0iRox/Bq/F0IIUf5IySkjsL9hepOlF7MjEbnBeBsjbd4txHuIePmiKYjIE4UHd5QdjJJzvSNHCCFEeSGbHCEKoNC1fdG6FGo70VybnI5Q58iyUJuccpELZStFm5xSkJ9eBiiEyFBOxpYdAepDhsfFodC2XU73QqEKmQyP04OWq4QQQgiRSqTkCCGEECKVSMkRQgghRCqRTY4QBVDo2r5oXWR4XDxkeNyADI/Tg5QcIQqgnIwtOwLUhwyPi0Ohbbuc7oVCFTIZHqcHLVcJIYQQIpVIyRFCCCFEKpGSI4QQQohUIpscIQqg0LV90brI8Lh4yPC4ARkepwcpOUIUQDkZW3YEqA8ZHheHQtt2Od0LhSpkMjxOD1quEkIIIUQqkZIjhCgJeNoudBNCiFxIyRFClAwsKRSyCSFELmSTIzoEx44dc08/M9/Ne/Ip1/v889xrr//Fu8+YNdu7VXatdM8v/L3r37ePd88GswcaXFuHQo1DoVDbCRkeZwdZFmqTUy5yKbRttZVNTinIT4bHQpQ5X3550I275VbX5Ztd3L2T78soMkuW1bglixa7P73yslu5eo2bO/sJt/ntWtepUyd/PQk69vY0FmzOEk1ajUOhrZScjmAgWmjbbu97oRAKbVttpeR0hHbV3mi5SqQeFJxBlw12NTVLG83UoNSMvflGr9SMHTPau6HslDp0jPluQgjRkZGSI1INszW733vfvb/rPf80N3r0DX5m5+NPPnWHDh5yVVVVkU/nhgwb6vbs3hOdCSGEKHek5IhUs27NWndp9SA3d+5v3Ma3Nrm9H37kHn3scbf/wAF//dSuXf0eKk6ucHV1ddGZEEKIckc2OSLV9OvT302afG9mOWr+s8+56dMec0uWL3NjR41x23Zuc6ecUq/oYIS87/N9bsH8ef6cmZ9SpJBlqFItQzZK1Sano6C2VU9b2eSUAmlf1paSI1JNXMlZvXadm3DbeD+rU33JYL8/57vd/bUJE+90FRUVbuaM6f48CTr29uwUCk2/vfNbCORVhsfth9pWAzI8Tg9arhKppkdVT/fO2+9EZ84dOXLE/10cxYb937Zuja44t+Xdv7pevXtFZ0IIIcodKTki1fz0jvFu9asr3cbazf5dOfxlnJkdYM+5d19W491GDL/G74UQQpQ/UnJEqqkedKmbNXeOt7/p0b2n/yu5LV2xP/Pss7w7ys4fVyzP+Y4cIYQQ5YVscoQogObYjRQTbAUKtZtoz/wWAmUrVZuccpFhS1DbaqDQdgXNsckpBfnpjcdCiAztbWxZaPrtnd9CaM6g2VZKTrnIsCWobTXQVkpOR2hX7Y2Wq4QQQgiRSqTkCCGEECKVSMkRQgghRCqRTY4QBdAcu5FiIuPQxrSVTU65yLAlqG01UGi7AhkelyZScoQogPY2tiw0/fbObyE0Z9BsKyWnXGTYEtS2GmgrJacjtKv2RstVQgghhEglUnKEEEIIkUq0XCVEATRnSaWYyG6iMW21XFUuMmwJalsNFNquQDY5pYmUHCEKoL3tEApNv73zWwjNGTTbSskpFxm2BLWtBtpKyekI7aq90XKVEEIIIVKJlBwhhBBCpBIpOUIIIYRIJbLJER2GJctq3JJFi91rr/8lcnFuxqzZbt6TT7nKrpXu+YW/d/379omuJNMcu5FiIuPQxrSVTU65yLAlqG01UGi7AhkelyZSckSH4ONPPnXVlwx2vc8/L6PkmNLzp1deditXr3FzZz/hNr9d6zp16uSvJ9HexpaFpt/e+S2E5gyabaXklIsMW4LaVgNtpeR0hHbV3mi5SnQInnzyt+7GcTdHZ/Wg1Iy9+Uav1IwdM9q7oewIIYRIB1JyROqZ/+xz7rpR17mKkysil/qZnUMHD7mqqqrIxbkhw4a6Pbv3RGdCCCHKHSk5ItVsrN3s99WDLvV7Y/+BA35/ateufg8oQXV1ddGZEEKIckc2OSK1HDt2zN03eYpbMH+eP8fIuPbNTd4mB+Vn7KgxbtvObe6UU+oVHa7v+3xfxj/r+KVIoXYT5USp2uR0FNS26mkrm5xSIO12QVJyRGpZvXadm3Db+OisMbPmznH3T7rPbXxrkzvnu92924SJd7qKigo3c8Z0f55EextbFpp+e+e3EMirDI/bD7WtBmR4nB60XCVSy/Crr/KdiG133nO3/3cVxxga87fxv23dGvl2bsu7f3W9eveKzoQQQpQ7UnJEh2XS5Hv9X8hZ1uLv5DBi+DV+L4QQovyRkiM6LMzmnHn2Wa5H955e2fnjiuU535EjhBCivJBNjhAF0By7kWKCrUAh6/jtnd9CoGylapNTLjJsCWpbDRTarqA5NjmlID+98VgIkaG9jS0LTb+981sIzRk020rJKRcZtgS1rQbaSsnpCO2qvdFylRBCCCFSiZQcIYQQQqQSKTlCCCGESCWyyRGiAJpjN1JMZBzamLayySkXGbYEta0GCm1XIMPj0kRKjhAF0N7GloWm3975LYTmDJptpeSUiwxbgtpWA22l5HSEdtXeaLlKCCGEEKlESo4QQgghUomUHCGEEEKkEtnkCFEAzbEbKSYyDm1MW9nklIsMW4LaVgOFtiuQ4XFpIiVHiAJob2PLQtNv7/wWQnMGzbZScspFhi1BbauBtlJyOkK7am+0XCWEEEKIVCIlRwghhBCpREqOSDVffnnQjR59g5+uZlu9dl10pZ4Zs2Z79359+rvtO3dFrkIIIdKAbHJEqkGJGTJkiOvft4+bMPFOt/rVlW7bzm3ulFO6uiXLatySRYvdn1552a1cvcbNnf2E2/x2revUqVMU+usUurZfbGQc2pi2sskpFxm2BLWtBgptVyDD49JESo5INfOffc5NvGO8P2ZW54K+F7hZc+e4sWNG+9mbSZPv9ccQP0+Cjr09jQULTb+981sIzRk020rJKRcZtgS1rQbaSsnpCO2qvdFylUg1puAAszfGx5986g4dPOSqqqoiF+eGDBvq9uzeE50JIYQod6TkiA7DsWPH/P7y6mq3/8ABf3xq1wbFp+LkCldXVxedCSGEKHe0XCU6DNjgAMtRG2s3u7GjxmTscwD7nX2f73ML5s/z50xxlyKFLimUE6W6XNVRUNuqp62Wq0qBtC+ZSckRHQKWp5588rcZBYbz6ksGu41vbXLnfLe7d8MwuaKiws2cMd2fJ9HedgiFpt/e+S0E8iqbnPZDbasB2eSkBy1XidSDwXGo4ACKTWXXSve3rVsjF+e2vPtX16t3r+hMCCFEuSMlR6QaFJxHH3vczZk9M3KpX5YC/knFX8ix1bGlrBHDr/F7IYQQ5Y+UHJFaUHDG3XKrfzdOj+49/ZQ1G0tSgG3OmWef5a+h7PxxxfKc78gRQghRXsgmR4gCKHRtv9hgK1Co3UR75rcQKFup2uSUiwxbgtpWA4W2K2iOTU4pyE8vAxRCZKBjb09jwULTb+/8FkJzBs22UnLKRYYtQW2rgbZScjpCu2pvtFwlhBBCiFQiJUcIIYQQqURKjhBCCCFSiWxyhCiA5tiNFBMZhzamrWxyykWGLUFtq4FC2xXI8Lg0kZIjRAG0t7Floem3d34LoTmDZlspOeUiw5agttVAWyk5HaFdtTdarhJCCCFEKpGSI4QQQohUIiVHCCGEEKlENjlCFEBz7EaKiYxDG9NWNjnlIsOWoLbVQKHtCmR4XJpIyRGiANrb2LLQ9Ns7v4XQnEGzrZSccpFhS1DbaqCtlJyO0K7aGy1XCSGEECKVSMkRQgghRCqRkiM6NDNmzfZT2f369Hfbd+6KXIUQQqQB2eSIDsuSZTVuyaLF7k+vvOxWrl7j5s5+wm1+u9Z16tQp8vF1mmM3UkxkHNqYtrLJKRcZtgS1rQYKbVcgw+PSREqO6LAwezNp8r1u7JjRiedJ0LG3p7Fgoem3d34LoTmDZlspOeUiw5agttVAWyk5HaFdtTdarhIdko8/+dQdOnjIVVVVRS7ODRk21O3ZvSc6E0IIUe5IyREdkv0HDvj9qV27+j1UnFzh6urqojMhhBDljpQcIYQQQqQS2eSIDgnLVdWXDHYb39rkzvlud+82YeKdrqKiws2cMd2fs44vhBBpJu12QVJyRIelOYbHQgghygctV4kOCwoNfyE/duyY/zs5jBh+jd8LIYQof6TkiA4LMzZnnn2W69G9p1d2/rhiec535AghhCgvtFwlhBBCiFSimRwhhBBCpBLN5AhRonz55UF3Qd8LojPnZs2d4955+x23+tWVkUvDPyPCf4L1Pv88t/u996Ozr6O3rDYPZLx6/VrXv2+fyKV8GXrFlZk2MvzaEe7iH1zs7p90nz8HKyf/OLT21lS7Sots2po0tauSBCVHCFGabNux8/ipld2OP7Pg2cjl+PHrrx/j3fZ+/Enkcvz40aNHj/c9v9/xAwe+PH7HhJ/5c+CYDXAjrF1rDyjPqjVrozPRXlh7oT0YtDHa1eKlyyKXevDz5qba47+eOSvT5vCDX4Nr+Gkv1K5ENrRcJUQJw9PdpdWD3L7P90Uuzv30jvF+b29thr2ffOpuu+On7pRTurrrRl2XaECN272TG57W2xr+xTZ1yoPRmWhPaAu0l70ffhS5OHfT2Bv8/siRI34P1NnJXbq46kGXugsvvDDzTqk4t9x0k+t26qnRWduidiVyISVHiBLnqmuudosXLvKdOQzo38/vP/zwQ7+HLVu2uIED678mzICUDZSm9voH2e23j/fLHRNuG++XS/jbPu8mYkmEKfv5zz7nZsya7Y/Z8MOSHeBuYbhGuPAabsRDHAbHFpdt+CXc6NE3ZNxWr13n/edKw/K6fecuf54tjnKC9sL32zbWbvbntAsU6reic9i6fYdfyoJc7QrlOpsC1Nrk066oH6srNqvHXHVuYbhOHOZeaLuy/HDOnmsm83i7Asu3xStaSDSjI4QoUVgiYGnApuPtnOUGw5ak4oTLVaWAlcPKEJaLJRTOWfaw6yyL2NKI+bWlFpZX8McxbrZUB8SBf5YxcDf/gB9bkrG4c6VBeLtGfHDFkGGZ+O6f8mCjZZ9ygjKy1GRwTjmRK5iM45i8SgWrt6R2BdQPZaFeqTtrA6HfsM6BY6tv/NMOCm1XYX5MzvgjP0ntCj/WliwO8iWaj2ZyhChxeELG6PPdd9715//7xhvuxnE3+6dwPk/BxucoygnKhLElDOjf3++ZScAomhkDKzPwPqOp0x7258Ovvsr7+1ZlZeZjqshh5eo1fjZhwfx53m3//v1+z8wV7gMv+r7b/f5u/7SNIS1Gtjwpm7HtSSedlDUNwltegadwZg5seYfPgNTULPXH5cbI0aPciprl/phy8SV++NvWrX6/+s+r2m2GpjkktSugfibeMd7X66DLBnu3ptoVrHh5hZ9BpV3RDgptVx/t3euWLF/mj1nSgzO+fYY7/J/DX2tXpDPvyacyy9Hkj/uBfInmIyVHiDJg+I9+6Dasf813hCwnPDT1Ae+OwsOAdMXQK/x5GmAKn2n/8J88KCFJMKgxUNngQli4vLraVXat9EsEyOyff/+HX3Y5cDBaijgxuDCA2MYgly2NOCeerP0+DYMPdjYoiSyX/N///Z+79dZxfslq3Zq1Xnmm3aUF2gJLQSgSRq46n/b4o/6e42WhUx6Y6t1at13VL0fn61/kh5QcIcoAs594aclSd16f8/0Ay19/UXgYkMxOp5zhaRj7hz2797hfPfqrzExOU/CEzoBy5z13e2WHwZmnZD7bMe2hR/wgxZuteTLuHCkmoT1ToXTu3NnvSafcod0waG/YsMG9v+s9rzRiA7Z5Y6175dVXXVVVVeSzvEG5qVm6zA27cphvJ/mAgrJj13b/6gaUHRTo1m1XLY9DfB0pOUKUAUyPMxhNn/aYf/oGniAZjL79ne9knVX46vBhv5US/HuHAcP+xXP0xBMxbN2+3c/e/Pzuu/z5vw8d8nvAb3gOdV/VZYw9eaq25QDiY2aCT3UwSKEA2TIWgzjK4dzZT2SMPdmzVJMtDbC8sjfF4JeP/NKnC5THjssJ2g1LVMxuXBIZFn9vwAC/Zxkrm7GxyaOUykyektqVLSWNvmGMu2zwIK/MGfjNVucoRiiyKDEsY0Fz2xVYfsDStGvs7cGFOEyBtjhEC4hsc4QQJQ5GiRg6Gma4aMaOIaFRo224tTcY6ZIXDD3jeWPDKJRzM8DkPDQQNaNRO+cahp9hOAgNPm1DdriTDnGbe9wINSkNO2YjPPFYmuanXLG6oEwGZaOukgjLzRYa+LYXudoVWH1S77QRjvNpV2E4DIALbVcYFId+Le2kjfCkEY9DtAy98VgIkTp4Amban6dwI8lNiEJQuyo/tFwlhEgdvBwO256QF55/IbMUI0RzULsqP6TkCCFSx8S7fuZ27diZeakadju33X6bt50QormoXZUfWq4SQgghRCrRTI4QQgghUomUHCGEEEKkEik5QgghhEglUnKEEEIIkUqk5AghhBAilUjJEUIIIUQqkZIjhBBCiFQiJUeIMoYPEtqLyfig4Oq16/xr5mHGrNn+q95tDenzkjTyUgyIh3JYudhT3qYodj46GsjN2hZbe7SlJNS+RCFIyRGiTKGTvX/SfW71+rX+i8i8eXX+08/4a3S8fFm6WKBM8TXnfLh93E/819GLAV+5nnDbeP91coMvslPepuAV/LnyUUiZOiLDr77K7f30I388ddrD7rXX/+KP2xu1L1EIUnKEKFP4KGBl10rfKQP7+x+c4o8ZoGbNneOPW8rHn3zqlal82fx2cQYg6NSpk1fimkOuQbnQMnVUkD+cdNJJfl8KqH2JQpCSI0SZwsBz6OAhv0zFEylUD7o0o/QYtqTVr0//zJMle6babSkCP+ZOfFxjCp9r1ZcM9tcu6HuBXwJLIozv8ekzItf6J+UwHeIG9uZm0/12bssG2SAP+DMIT9ksPFu4tHLkyJFMHuY/+5zP6/UjR/lrucok8oP6srZCPVj90aY4D+tnY+1mfw2oC6sv29S+RNHh21VCiPLk1zNnHT+1spvfnlnwbORaz+Kly7z7qjVrjx89evR43/P7ZfxcMWSYDwuhv/unPOiPr79+jA8D23bs9G4HDnzpz5O4Y8LP/AZhfG9uqvXHxGXuxAekb2GA64SJY+mz5zrHbEC8HBMWyDebwTUri6XPcT5lEvWE8o2D/Lhu9UZ9cr7340/8ns3aGdesbqxdUA/EEbbNJNS+RHPRTI4QZcwD90/20+2XVg9y06c95p8weZI0ep9/nl+6Ylr+W5WVrq6uzj9NY4Pw42uv9X7Gjhntw9csXeZmzpjuhl87wp3X5/zMUkVTMDW/+tWV7p57/tufjxh+jd8DM0vYNxDX5dXVkWs9t9x0kw9HeFi3Zq3Pay7iy3AHorJWVVX5/VXXXP01O4nRN4zx6duSy9Gj9bNeouX8edUqv2Rq9TZn9ky//9833nBLli/zx9QznPHtM9zh/xz2x/v37/d7Zh1POaWrG3jR993u93d7tzhqX6IlSMkRosxhoKipWeoWvPCcV15+99TT0ZVkTjxp+n3nQIlBqbEBKBcoUOG0PcsCH+3d669ZfHHliCUFpuyvGtZ4gGFwu3Hcze6VV1/1SwiXnBiwCuWc73b3CtqGDRv8+Z7de7ySJtoGlGaUZ4O6R7HGPZcdDwoJyhFLQbSPf/79H+7iH1ys9iWKjpQcIcoUBojQvoCn0Dvvudvt2rEzckmmc+fOfr91+3a/h7qv6lyffn2js+wwcPDkbNuC+fMy8R09MdiEYKtA/np07+nP/7hiud+HjLxupFtRs9yteHmFGzhwYORaGPdOvs/HwaD4+WefuUcefii6IlqTKQ9MdRUVFV6xDmcP/33okDv99NOjs2RoR5Mm3+umPfSIbx9nnn2Wn1FU+xLFRkqOEGXME7PnZBQdBpraNze5QZfVGwozCDDghKDMMMXP0zZ/NycM24b1r/kBAb46fNj7i8MgYwbKIQP69/NP5b985Jf+qdr88O8S/mZLWiyr2RN5CLNQPap6esUsbjBtUI6kPWmx8ZfidevX+UGRGS0GSrsO5t8IB8tsZRL1ZJMhMycsP/3ohz/0548+9rjfm2ExS0oWJpS3tUfa7JJFi92OXdszykw21L5Ei4hsc4QQZQZGkhg4YlyJkSMbhsNgRpBsGBmHfriGYSgGk6EbhP7MYBRDSuJgI1wS5APjUYvL9maAGbqboaaBu6Ufxwxb43GwkR/LW+iHLTQgZaMs4Xk+ZeroxGUY3zD6NX9W98iTOg/rnS2UP20sNEy2jTjUvkSx+QY/kb4jhBBtDsset946zts/FAqzUH946SX/JG/whM3fjDGiFqUJMzm854klKiPJrRiofXVstFwlhGg3GEQwUm3OAAQMQO/ves/HY6xcvcb16t0rOhOlCMtMGPGGvPD8C+57AwZEZ8VB7UtIyRFCtDnYKWDIOWnSL1pkyGl/g+ela8RnL2kr9myAKC4T7/qZt5Ohzth4mR6fJWmuMhJH7UsYWq4SQgghRCrRTI4QQgghUomUHCGEEEKkEik5QgghhEglUnKEEEIIkUqk5AghhBAilUjJEUIIIUQqkZIjhBBCiFQiJUcIIYQQqURKjhBCCCFSiZQcIYQQQqQSKTlCCCGESCVScoQQQgiRSqTkCCGEECKVSMkRQgghRCqRkiOEEEKIVCIlRwghhBCpREqOEEIIIVKJlBwhhBBCpBIpOUIIIYRIJVJyhBBCCJFKpOQIIYQQIpV8TclZvXad69b1NL99+eVBN2PWbH88evQN/rhUsHwuWVYTubQcykucEybeGbnUc+zYMV/+pGvNhXiIz7ahV1zpPv7k0+hqY8I6obzheXvXieWlX5/+Pm/bd+6KrjQQlpXrJme2eP1Ze0uKJw5hs9U/siRPlkY2f1av4Ua4lpCtbVKmbO3HZBSvT8JYvuIQv12ztGhHnBerneZLUr1Z3szdjrO12fA+w8/8Z5/LlDHeHnCPy7cUsDJsrN2cKQt73MHKgxv3QZIbWzws9RmXAVh6IXZ/JcnHrrVG+yDeYhL2c0llB5NdtuutCWknyTgkLu9s9djWhHlqDpSBOJoqf0lwPMaqNWuP3zHhZ/54246dx/ue3+/40aNH/Xb99WO8e6lAPhcvXRadNY2VKxfEF/cXyqSYECdx2/H9Ux70x0mQr1/PnBWd1ecpPG8vTq3s5tsJkB87jkN+aT+0I6CsBw586Y/jXDFkWNZ48gV5Wtsg7WztxGQeyjdXPeQLcWVLMxvk2e43g3iQcTZZ4U6YvR9/4s9Js6Wyay5hWzAs79Z/5JIJ1+w+ozxWD8VoDy2B/Od7r1m7s3qg3OSfc6sr9s8seNbHmeQWQlhkQVwc4y/kzU21mT7EIC1kna2/DuWcD1aWJHJdayn51nu+/lozr7koVN7NhbKRVj7QZpqTJ9qftVH2+abXnuRcrjq1a1d36OAht3L1GtepUydXU7PUu6PF2VMy2mD4FMeep0nTsHnKwG8Yhie08Kkt1HLR3kOmPDDV+yEsWnEY7p9//4f3w1M75xa3Pc2aP+IkntWvrvTn+Dc/polaGZYsWuzPDfI94bbxPmw8XuKxY/ah1m7uPNGRd8JmgzJ9dfiwO+PbZ0QuhWGytvTCstnTUOhO3iwM8mJP+U0GhCFPof9s9D7/PLfi5RX++IH7J7v+ffv44zjDr77Kndyli29LpH3F0CvcKad0bZR3jkPIj8kt7o/yJIUxkOW6NWt9nZD22DGjoyuNmTljenTUwENTH2hUdmvX5Mfq0uSKG8TbqWH+rI3menoizwMv+r6XEYTxZAMZTpp8r3vyyd/6NI4cOeLrIJSXyYqysFke2Ti3a2F68fo3GVBOwuMGpNlU+/7DSy+5+yZPcXPn/iZrPcBJJ53k72nSOue73RvVzYYNG3z6tNew7tnnut9M7hYWv3bMnjgsbJJMCD/ullvdvCef8nGG/Vi8LkkbKCMb9UC/Oeiywd79jY0bff1SZ/91+eVuRc3yRDeDtAmLLIhr7M03elmGIDP6J/Jl7Nm9x/3q0V+5zRtrfT0adn9bHxeXjV238nOOfO6fdJ8bPuzqRm0K/+E1kwnEZZSt7RhJ7ZBwu99738fNPQRJ+TPC9gFhXjkO80p88fQ4pn7JHxuyYbN7wOKwMOzNHaxdEdbqIi5va3NcD2VkeTYsHTbaVJJ87JjN8kvZKKOFtWvx+kjC+qkwHdpOPC/hvQC0NeLGv8XBNZMHbhzjFm9voWwtLHvcic9k21JyKjnceBvf2uQHCwpiiU6d8qCb9vijbtvObW7Lu3915557rh/sYPX6tX7PTY7b6BvGuB27tvswv/ndk27/wX+5iXeM9x05gx7ndGwIcMH8eX5AMhDy4oWLvB84cPCgD/ft73wn4wb/+8YbbtbcOX7b/f5uN33mr707nSpu0x56xP387ru8G+FefHGh7zDIP42CtGvf3OT2fvpRpkMy6FwWvPCcG37tCPfa639xd95ztzuvz/k+nldefTVzDHRA+EUmpE2Y11973W1+u9bfsFRyHDqoHt17uksGXerlkgsalzUSwhnUD3K/cdzNbv/+/T6fyJ4OsFu3bl4GcObZZ/n6pPOz+gHCEvePr73WTZ32sHv3nXfd1u07GvnPxp9eednvyVPY6STxyMMPeXl/8cUXrvpEeblZOacelixf5o9xgydmz3Gnn366L0uSv57nnOPrIhsoXFddc7W7oO8F/iazePMhXnbaAGm9v+s9X5f/PnTIKxPkhUEpqZ0C9bL+L+u9OwMVbaMprht1XaZT/POqVe6Wm27yx7mgLrmHfvnIL91NY+sHkHibIO29H37k22WPqp4nyrjdt9d4+zWyyeDzzz7zMsANmaJcoWQt/MOLUcivg9yA/iQX3PsT7/qZ7yvo5GywANoC8l7951W+7VjdN3W/xfsG2iBUVVV5N2T9/PPPuUurB3mFIy4T7nHyZPd/vO+jUzY+/PBDd/EPLo7OGqD8l1dX+2N7kOl8QvnhARKS3Ii3+pLBvn1Z2/3egAGNlCCgXsgre6DMvXr38u2tsmule3NT/b2LLON9XFw23DNAn0290yeQJv0EbYk2H/q3PoRr69Y3yCEuI9pfUtsxktohY4HFbWNCUv6sTw3bR1J/gfwtvg8++OBr6VEmYKwaMmyoHyPi48SI4df4OEifsNYGqSvuP9xuu+OnvvxJ8qZ/JzzEx0ODvM+d/YRPk2u09UT5xO7nj/bu9fmhHPizfNrYm63NGsiYNk465Pnwfw77sTbej4T3AtTV1WXqdED//n786NOvr68/2h9tpvd5vf04EW9v2cap4T/6oS8Xba8YNGl4zM3CDM4fVyz3wkchoAMhU3RaPIVQkGzgDwhDhRkMdDazwjUEGIenIARMh2c3/ztvv+Muuvgif0wnDDQS8kBDDCF/NG4La+zasdP7ZQAE0qYhkh43S1OYHzovO2ZA3ff5Pn9sT2Z0XnQ4xAtHg6cqg8ZKw8gHGjENmC0cMGkQzKYw0BrcnAywPOFwcyJ7OuC772ysGAwcONDP2AF1TYOj4WbzH4ey8cTNjYE8cmnfyIQbBKUYPvr4Y7/H3dqGKQjADQZN+csGnTCyoh4efezxyLVpspWdOqa836qs9IMksqJtJbVTg04l7NCbwsqHHGlPlDkfqG86KGtrSW3C2iUPF5Ct/UJTMjC4h7nHcuWTvBAX8glnFpKgs6Xzo4O+fdxPMv5N3knkut+y9Q2Uj/joQ/Cfj0zIS66+j/smDvV47+T7MvKp+6reD+2XQQCS3JAD9xQDGMoXhEpQNhhIKCv9Kn55YAEUsHgfl002lI++gAEo7LOy+Q/JJaN42zFyyTyJpPyF7aOp/iJbejaeML5Ql/FxYm+kUNmYZvzrX//KhKU/pfxJ8g6Jj4cG+bT2bGTLb/x+jkM+m2qzcUiHPJtiltSPhHBfh3VKPWxY/1rmAWXP7j1+j5+k9hMfp1CUUFSZMUoaL5tDTiWHjNrT+aknBETnDjSuLVu2+GM0WKt0CkDlJsHNGw6ACJOnJxu0GZDioKXT0SFo0iT+iooKLxQqj7SBaVBg4GfZx2BwoYMgHYNwaJooFpY2oHXj3yolHxhUbCBGaUNjbQ5UPhWLAtkcrhp2lV/+QQmyBkyDYYClA6WBIXvyak/cyCEX+fq3gYs0mGHLdQPFYTYGKLcpAj1OdF7AwABMa+bylw3aRPiUF7aLpihUVkntFOiQeLKbNOkX/jxfuPHpCEZeNzJyKZykNhEnV/vNVwbc19xjJutscH+T3u23N15aCSFNe8rs2aNHkwN6PmTrG7KRTSaEpY1n6/uAvimUNWVh4GWWhbaLMsgAQBsmjpGjRyW6GXZP2eBNp29KUBLUEU/I1q+heBO31V28j8smGx76qE8GR7vPKFc2/2GZm5JREoX2o0n5C8nVX5DXbOnZeIJiiFt8nLDZsjinnXZa5mGGvF0ajTe5xpT4eGigyPLgEN5Phcgnfq8XWh/ET3sh7/hL6kdy3UcD+vfz9y2KEbNHtD9T/pPaT3ycQhHjIef+B6f4GaiiENnmZAgNksyQCcMuDAhDd4zlcDMjJIzm7Jy9bfgDwpgbfswQ0fyQLu4WH5hRnhnRYYiIEZ7lx/a4h3vybPGyEYb0LK4wDrtueTF3M+YL820bYXAnfxaOPWmYH4snPGZvIEu7Tlzkwc65FsqBvNg1yhae44+0yRPhSIN8AHWCYSKwt7jxazJiC/NnbnY99B/PF5BGKANkQv7CshqEt/hNvmE+cCN+O7djyhP3F8qAa/H0cLPwYX1xzj4kjJsw+cgqPDZ/lN/qwvxYHuL5t71hsiFOyss5WBi2fPMP8TZh18ONeMK6s3YDuWRgG/FaWSwN9kbo1/Jum4ULy0Ia8XpNSjdpC8sY5sX6JesbQjmzjx8nycT6AOLi2OrXZG0gM8JAWI7Qr5UHf1b2uFtY5jAN3ONphlgY8gj4NTfLG8dWXiuHycb6IHO39mltIN7P4t+ucc5GmnEZmfzCjTwYSTK3emKz8gDnYf6S2gdphu7xciSlh3+L19zi44TFyXFYv8Rn+eUa4QhvaYTty85DmcTrNEyH46T8Wthws3BheIjXB1gYkw2EdWn+SA83rpFv6xcsP+Fmdco12ojlk/xA/F5ETuZOvEB+LG4L11JyKjnlijWgjg6NqdjQIEuRUs1XNqxjFemCvjM+aBUD+jQGEQa81oR+M1QqSo3Wyh/3YrmPey2F8rdHn9Qa41RI4nKV2crYVF+5YdNcTRnCphWmQam/lix3JMHSEWuupYYtC5QLTAc/Pn2GX6oQ6WLO7JnehiLbklxzeeH5F/wfKkJbjWJj/WXRlgmKTGvlj3GO5WHGvSSj3I4A5ab8yKGtxv3WGqfifANNJzoWQgghhEgNTf67SgghhBCiHJGSI4QQQohUIiVHCCGEEKlESo4QQgghUomUHCGEEEKkEik5QgghhEglJaPk8N98/jOf7SupxYL3V5BO0iu1WwLvcCDe5rwfg1d48wFUvr5KPMV+xwYQZ3Nl29ywyKNQeF8DsrBX0ZMu8YSfvDC3tnwPEu2TfLGnvuwLupaHJLdiwyc0iN828sKr0jkO3+9hbZH8FPLOC2Qexk943Cxd+4RHklsuiMde6R7HZFZMkAVxhvd4a6RTKIXcR/hrbj9g5WcrRl9CHBZfvD3ZvVis/tTKTZzhcaHxk0/Ls23ZZJHUNuwdLhYmfh3iflqC3bNs4b2cRFL7Nogn7o4suE+T+gJLl77NPiVh5QrDxN0sTnML+wCrM7akNNsc/0rAEqGt3jppr/0uBN402tSbTJv7Nk7LD2/B5RXapfzG0baAt27bK78B2SDb0C1XXbRGGyJO8kA74O3K7MmP1XmSWzEh3vgr2A2O7Rrp2uvVeZNoIW8TDeXOnjIhe+KkbRIv50lu2cCfvaYd/3G4zrV8wX+u9AxkEvorNJ1yhjqhvMXE5BfKlPaOW2u84Tl8835z+msgzxYH4e0zB3GytY185FhMWcfbrGFlCEnyy3mSX+Aa92EI97jFQT9BWOoUOVk/h+yT3EKQgfUbIbgTpr0p2kwOGhuaG1oxWqFphqEb2qBp/pybBmza5JJFi/25adamEXI9rjmChcM/103b5Kkx1CAtHtxNS+ajaeTB4sIP5/gLnyAsTb5Ey6f9SSsknIUxLB9szEBYeXA3LTwsO/Hypske3XtmPkoYL6/Jl83Kzd7SIh/mn/ybu7nF3S0O3mIMdm6byQkNnfNcYSEuL9vAwrEhj3DWg2shlPODDz7wXxkO4UN5fBE7PmsQj9vXcfTGbovf2pzJ3vKYKx8hlPOee/47Oqv/oCpvnrUvIXfuVP+F3bhbnHj67C3/oVvSzAjx8mVqoJx8/TcJ+/ox8CZRvqScL8Rvcudr1nxRmQ9r8mFCPp5n8Sa5ZYMPA/LhUj5IuHX7jsi1QRbh22ttVor7ydo79cM5G/U1fNjV/l6hDVo7xA/+kZvJ0T62GMeuk35T9yXn5p/z0J2w8fpko63ZOfVkfUN4HwF7rhEfeccP4cgL7Q2/5IUNfxbW7jNkhTthQvDDhyuRE/7Y8IN/a2tsHNu5pUderHyULQ4faZw7+4lM+/zDSy95NyOMn7JTLpMFe/LGsaWHf7uO37DcSZCu1RnhLD3LM+GzQZulb7U8mByJz7C8xMtu7hDWm8EXtC39sA2G9WVuludwLMpF2J+FfXy8fZMudcMbtyFeF5Sfr5WHaXKv4w58eZ0PzPKxXfu6+X9dfrlbUbM80c0gT/QB1m+UIkVTchDArLlz/PGOXdvdkGFD3YsvLvRfHDU3Xr1P5fBFV77OTAdHI+CLp3s//SjTYdqXj+lILU5uqEsGXerD1tQs9cJF2Bbuz6tWeSWJc76aSn4MGuGS5ct8p3/Z4PovxPJl1M1v17rNG2v9DUZe+Grqtp3b/FdR+ZosNzBfgCVNyjH82hH+C6khTz75Wzdp8r2ZPANfjOULwDeOu9nHQxgGPsrPl10pk33R9oH7J/t4cSMd/AHltbTtnDIwWBCGuPlyK/Hh/retW30jxr99aZa4Rt8wJpN/oFHjToMmHF8/B+qAPJMP4rYBlYGsqbBAeUJ5IUdAttx8nONefaIOaRd8aRs3BizrNIF6o3xx/IB7IgyfQwiJy/rnd9/l3UnLOuAF8+f5PZ/xD/OYKx8G7ZN6S7qJKVuXb3ZpdC3JzUCm1DXp004P/6f+S7xxt5Wr13j3bPzf//2f+96AAdHZ16EuKQvyIC/N4a0THaO1UYPPFcQ/RZHkFrLv832+TukPyDeQt2kPPeI2vrXJTbzrZxm3xQsX+XqBAwcPJvYn1B/uP7722q/d/8iNr3ZbHEmgcBGe9Ju6L4H7h3zyIBLvc/71r/o2Zu2J+4S+gzSo09dfe933MSgdB060C7uPaCN8hZlyXXjhhSeUv+1u+I9+6MNRryjM1g9k65c+/+yzRv2XQVsnLPeE3YPEy31BG8eNe5dj6s3SwT9lRK48UPAl7jjnnnuu61HV0725qTZzr/CFfyN+L8b77Ecefsj749MwyJr++vnnn/Nf7WYgDcudBErymWef5euDcufqjwz7OjiDO30nSkBY5pCwbYTgDvF6M5CBpU8bDPthvtwdthG+8o3fcCzKRdif0cdna9/IBkWE/pp8xvtc4MEoqV6BB0vGTTjj22f4PQ9q9tCd5IZMqy8Z7O+JsA2WGkW3yaERApqhfWLd3OgU7JhBi5vfnjypnPCGiUNnSRjjo717vbCZ/eDm3P3+bj9gcU7nEjJkyBA3dtQY98TsOe7o0fqbkwonTTh64oYlL3R0dMg0FvusfFKeTEP2T3MntGw6i1Cp4qbgU/N02gZ5W/+X9V7h4vPyTcHgYWlfdc3Vvvz2GXsGXp7Q+Yw9nUnPc87xN49p/JQFd6BMSSDL8HtPfNrenpKpu1zEw4bE5cVgZU8BBnknHWbHYO+JwSMf7KmDpxQjSdZNYXnMJx98Mwg/yBXwazc0nbh1gEaSWxzSj8+CJLllg7aQ7cmJtoViw30w/+lnfNux9trUZnJlMGdwCuHavZPva1SPSW4hPEFSL8TN3p4AkfO3Kit9Gax9UnYGHZ5UrROFpP4Eku7/d95+J9N2LVwc8sr9amk0dV+SP/LJwJiUJoRt3to6g0Kv3r0a9TEG1xkIkQv3Kco3A+S4W25t5I8+KFu/RL1a3E1B2I8+/jhzbIMe9yZwP5/atb4OKSv3dijrEJQ+2hWDOf1qSPxejPfZBumTBnVEGZBFPhCOfpsZ3ZBc/RH1xT074bbxXlnMJTNkE7aNOPF6M1DaLP1s/bC1kaSxKF9yte+jR49GR8l9LmSrV+538mftgodnIB4UQ0hy46ENhR/FFyW1VCm6kmPTaGiMvc/r7Y+N0047LaNZU/lo8MCTJ24sIYXwtGBuaOvcQEbPHj28sE1b5QmGQZBjnnLCaTmeznCn42YQioN2SifG1DrYTEgctHggLjaeBMkDFUxDMa4adpXXitHgrVOiA6XsNJZ8Oic0f56MgBsHWRIOmfmB94RSws2IHxozjZRrljdTCPLlf559LhPWZnGKAbLlpg/l06dfX/+0aOnFZwxy8dDUB/wTIB0oJMka7EkTtzDtkHzyQbuy60B7Q95MV/PUyzGDOSS5JUF9kj/avbWzJLckiDfbUhXQRnhqZtYAZYd2Z/lvarM2Y0tVBvcSHSTysXIlucV5efnLvhMkbvaAgk6bYADgmIccoI5uH/cTP1ByL1pdJvUnXEu6/+kjUFiQo4WLwzXuV2ZaoKn7kn6KvJHfpDSbC2GJhyduoC/hng6X75BvPv1SPvAgBNSVKek9sijKuaBv+PehQ37Ajd8v8Xsx3me3FJRq+jubNbd7PBfUs7XvsF8jf9b2jHjbSCKst6TZi6b6YWSGe7axKITymtJL3nK1786dO2fGp6Q+F6xOQvDzyquv+nxyPzKTyMMzZaPdjRw9yit+cTeDe4bZJVPySpLINqcoYMSEgRJGXBg5YWjIMW5m4IRxk7lhrIQfM0zEUIk9Rme44QeDKNwIb9ctbgygOGfDIAq/hIkbPHHN0jAjs3DDP+6Wd+I1f7hxbOfEFUJeLQ7bW94pK+dmcEnYNzfV+mPDwodxsJF/y7OVF4iDuAF3MywN5ch15GXHxGXxmnu4UV6rF9vMkCyfsBCXl5WF62FeOCZuux7mL6wzI5SPXSe8lTtJ1pzjjqwJZ+0klA95zJYP0kyCa/ix+GzDf5IbZSX+EPJJWvgx2SW5sbfjENysbiCsE/Jm8iJOazOFgpyMUP5spJ/kZrKzOrL2RP4gDIMbYTg2+ZsMSJuN+sWfyQU3ymPlpW4tDjbui7A+bW/5AfNPXKEMk+5LwK+lT/4hTJN4zI+1fzZLO35sG3FZWModnsdlQ7xh2wjTsQ1/hsk93OxeMdmxkWZ4bvkM82tlDtO0cMgrDM8xZSCv5IF4wvrgmuUtTCM8TrpOenZs6eGPdML0bUNGYO0xdDOob3Nnz7kdk0/ybXGTF8sP6Yb1li1980MeLf/WRkjLrnNuWPrhRpiwP8vVvvHHud3zljeTE9AOrE6B+LiOP4sTLCxpWvxxt7DsJl+TuYUhPjtuT4qu5FD5IhnrbEoNbgxrqEAHltTpdwRsIC0WdGoh1jmGJLmJtutPst2XdNjhQCREKcP9ghJiik6IXWtLSkXJKeq/q7BdYJosXCoS9dOOrNFibFaKsDaMDRB5ZGMa19ZnOxJMA2PYzPRsMbAlHYNz7g/uE5vqTnITbdOf5Lov7d8z4fKREKUMS06YOcT/uMC9xDJfU7aCxYJlL7NJKgW+gaYTHQshhBBCpIaiGx4LIYQQQpQCUnKEEEIIkUqk5AghhBAilUjJEUIIIUQqkZIjhBBCiFQiJUcIIYQQqURKjhBCCCFSiZQcIYQQQqQSKTlCCCGESCVScoQQQgiRSqTkCCGEECKFOPf/A4apVX6Ay84yAAAAAElFTkSuQmCC" alt></p>
</div>

<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>State which variety of rice fails to respond to gibberellin treatment.</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>The activity of &alpha;-amylase was tested at successive concentrations of gibberellin. Determine the increment in gibberellin concentration that produces the greatest change in &alpha;-amylase activity in wild-type rice plants (WT).</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>Discuss the consequence of crossing <em>gid1-1</em> heterozygous rice plants amongst themselves for food production.</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>Determine which gene produced the most mRNA on the first day of the submergence period for variety <em>O. sativa japonica</em>.</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>Outline the difference in mRNA production for the three genes during the submergence period for variety <em>O. sativa indica</em>.</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>Using only this data, deduce which gene confers submersion resistance to rice plants.</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>State the overall effect of overexpression of the <em>OsGI</em> gene in plants treated with short-day light.</p>
<div class="marks">[1]</div>
<div class="question_part_label">e(i).</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Compare the results between the plants treated with short-day light and the plants treated with long-day light.</p>
<div class="marks">[2]</div>
<div class="question_part_label">e(ii).</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>State, giving <strong>one</strong> reason taken from the data opposite, if unmodified rice is a short-day plant <strong>or</strong> a long-day plant.</p>
<div class="marks">[1]</div>
<div class="question_part_label">e(iii).</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Evaluate, using all the data, how modified varieties of rice could be used to overcome food shortages in some countries.</p>
<div class="marks">[2]</div>
<div class="question_part_label">g.</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p><em>gid1-1</em></p>
<div class="question_part_label">a(i).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>between 10<sup>&ndash;8</sup> and 10<sup>&ndash;7</sup> mol dm<sup>&ndash;3</sup> <em>(units required)</em></p>
<div class="question_part_label">a(ii).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. 25% / 1 in 4 / 1:3 seeds produced would be homozygous recessive;</p>
<p>b. no response to/inhibits gibberellin in homozygous recessives results in less germination;</p>
<p>c. less growth / dwarf plants produced; <em>(must be in context)</em>;</p>
<p>d. would produce plants with infertile flowers that cannot produce rice grains;</p>
<p>e. would lower rice production/less yield because infertile plants cannot produce seeds (that humans can eat);</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p><em>Sub1C</em></p>
<div class="question_part_label">c(i).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. <em>Sub1A</em> is expressed strongly/the most / <em>Sub1A</em> produces the most RNA;</p>
<p>b. <em>Sub1B</em> (always) has the lowest expression/produces least mRNA;</p>
<p>c. <em>Sub1A</em> expressed/produces mRNA for the longest time/days 1 to 10;</p>
<p>d. <em>Sub1C</em> expressed/produces mRNA for the shortest time/days 3 to 7;</p>
<div class="question_part_label">c(ii).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. <em>Sub1A</em>;</p>
<p>b. is only expressed in <em>indica</em> / <em>Sub1B</em> and <em>SubC</em> are expressed in both rice varieties;</p>
<p>c. <em>indica</em> is the variety showing submersion tolerance / vice versa for<em> japonica</em>;</p>
<div class="question_part_label">d.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>it increases the length of time <span style="text-decoration: underline;">before</span> flowering</p>
<div class="question_part_label">e(i).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. long-day light exposure increases time before flowering only if (<em>OsGI</em>) gene is not overexpressed/in WT and &ndash;/&ndash;;</p>
<p>b. long-day light exposure decreases time before flowering for +/&ndash; and/or +/+;</p>
<p>c. length of day does not make much difference/makes least difference for +/+;</p>
<p>d. overexpression for +/&ndash; reduces time before flowering;</p>
<p>e. &ndash;/&ndash; acts as a control / has nearly the same length of time before flowering as WT;</p>
<p><em>Accept numerical answers if they are making a clear comparison</em>.</p>
<div class="question_part_label">e(ii).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>is a short-day plant <span style="text-decoration: underline;">because</span> WT has shortest time/shorter time before flowering in shorter days than longer days / as it takes less time to flower under short day conditions;</p>
<div class="question_part_label">e(iii).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. the mutant <em>gid1-1</em> would not be useful because it produces sterile plants;</p>
<p>b. genetically modified rice/rice with<em> Sub1A</em> is more tolerant to submersion/can withstand seasonal flooding/torrential rain;</p>
<p>c. <em>OsGI</em>+ varieties adapted to different latitudes / day length could be produced (to overcome food shortages);</p>
<p>d. short flowering time possibly means more crops per year;</p>
<div class="question_part_label">g.</div>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question" style="padding-left: 20px;">
<p>The word &ldquo;increment&rdquo; seemed to confuse the weaker candidates who stated a value rather than a range. In addition there were a large number who omitted or misquoted the units. In spite of being clearly stated in topic 9.3.5, very few candidates correctly gained the mark in part (iii) for saying that the amylase catalysed the breakdown of starch to maltose. Many answered glucose instead of maltose, but a surprising number did not even realise that amylase is an enzyme.</p>
<div class="question_part_label">a(i).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>The word &ldquo;increment&rdquo; seemed to confuse the weaker candidates who stated a value rather than a range. In addition there were a large number who omitted or misquoted the units. In spite of being clearly stated in topic 9.3.5, very few candidates correctly gained the mark in part (iii) for saying that the amylase catalysed the breakdown of starch to maltose. Many answered glucose instead of maltose, but a surprising number did not even realise that amylase is an enzyme.</p>
<div class="question_part_label">a(ii).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Most of the better candidates realised that it was a simple monohybrid cross (although several thought it was dihybrid) and realised that 25% would produce dwarf plants, but did not explain the consequences on potential yield in sufficient detail for the third mark.</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>In spite of doubts from the G2 forms, candidates had little difficulty in interpreting the photograph.</p>
<p>In part (i) most correctly answered <em>Sub1C</em>.</p>
<div class="question_part_label">c(i).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>The answers to (ii) tended to be descriptive, not making clear <span style="text-decoration: underline;">differences</span>, as asked.</p>
<div class="question_part_label">c(ii).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Most candidates correctly identified <em>Sub1A</em> with a correct reason.</p>
<div class="question_part_label">d.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Most answered correctly that it increased the time <span style="text-decoration: underline;">before</span> flowering.</p>
<div class="question_part_label">e(i).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>In (ii) almost every correct answer was from the first two mark points.</p>
<div class="question_part_label">e(ii).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>In (iii) most candidates identified it as a short-day plant with reasons.</p>
<div class="question_part_label">e(iii).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>In spite of the stem saying &ldquo;using all the data&rdquo;, most of the answers were very vague and did not use the data. The ideas that the mutant <em>gid1-1</em> should be avoided as it produces sterile plants and those modified with <em>Sub1A</em> would withstand seasonal flooding were missed by most candidates.</p>
<div class="question_part_label">g.</div>
</div>
<br><hr><br><div class="specification">
<p>The diagram below shows a small portion of the tissue in a transverse section of a testis.</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 process of <em>in vitro</em> fertilization (IVF).</p>
<div class="marks">[3]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Identify the cell labelled X.</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>Outline the function of this cell.</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>Explain how meiosis results in genetic variation in gametes.</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>mother receives hormone treatment/FSH to stimulate egg development;<br>eggs and sperm collected/harvested / eggs taken from ovary;<br>egg fertilized outside the body/in a dish/in a lab;<br>develops into embryo;<br>embryo(s) implanted (artificially) in mother&rsquo;s body/uterus; <em><br>Do not accept egg/fertilized egg/zygote implanted.</em></p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Sertoli cell / nurse cell</p>
<div class="question_part_label">b (i).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>nourishes maturing sperm(atozoa) / protects sperm from lymphocytes</p>
<div class="question_part_label">b (ii).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>crossing over in <span style="text-decoration: underline;">prophase 1</span>/between chromatids;<br>random orientation of bivalents/homologous pairs in <span style="text-decoration: underline;">metaphase 1</span>;<br>random orientation of chromatids/chromosomes in <span style="text-decoration: underline;">metaphase 2</span>;</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><em>In vitro</em> fertilization was understood well by many, though some answers were too vague to score some of the marks. The main area of misunderstanding was over what is put into the mother‟s uterus. Many candidates thought that it was fertilized eggs or zygotes and others thought that it was blastocysts. The latter was accepted as they are at least embryos, but much older than the stage usually implanted; embryos at the four cell stage. &nbsp;<br><br></p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Many candidates were able to identify X as a Sertoli cell.</p>
<div class="question_part_label">b (i).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>&nbsp;Many candidates were able to identify X as a Sertoli cell, but not all could then state the function correctly.</p>
<div class="question_part_label">b (ii).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>This is a question that has often been asked but it is still an area that many candidates find difficult. Crossing over and independent orientation have sometimes been awarded marks in previous papers, if the terms are stated without any understanding of them being shown. In this paper the stage of meiosis was also required or some details of what the processes involve. As a result many candidates scored one mark only or none. Candidates should be encouraged to develop deep understanding of biological processes and not merely learn names; this will very much be the focus of the new IB Biology programme currently under development.</p>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="specification">
<p>The diagram below shows the structure of lactase</p>
<p><img 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" alt></p>
</div>

<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>A study of 600 adolescents in Sweden showed that milk consumption has a positive effect on height which shows continuous variation.&nbsp; However, milk contains lactose which some people can digest but some cannot.</p>
<p>State the pattern of inheritance that contributes to continuous variation.</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 the production of lactose-free milk.</p>
<div class="marks">[3]</div>
<div class="question_part_label">a (ii).</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Identify the protein structures indicated by I and II.</p>
<p>I:&nbsp; ...............................................................<br>II: ...............................................................<br>&nbsp;</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>Describe how structure I is held together.</p>
<p>&nbsp;</p>
<p>&nbsp;</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>This protein is described as a globular protein. Distinguish between globular and fibrous proteins.</p>
<p>&nbsp;</p>
<p>&nbsp;</p>
<div class="marks">[2]</div>
<div class="question_part_label">b (iii).</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p>polygenic / more than one gene <br><em>Accept polygenetic. Mark only first answer if more than one answer given.</em></p>
<div class="question_part_label">a (i).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p><span style="text-decoration: underline;">lactase</span> added to milk / <span style="text-decoration: underline;">lactase</span> immobilised;<br><span style="text-decoration: underline;">lactose</span> hydrolysed/broken down into <span style="text-decoration: underline;">glucose</span> and <span style="text-decoration: underline;">galactose</span>;<br>for people who are lactose intolerant/lack lactase;<br>increases sweetness/solubility/smooth texture (in processed foods);</p>
<div class="question_part_label">a (ii).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>I is <span style="text-decoration: underline;">alpha helix</span> <span style="text-decoration: underline;">and</span> II is <span style="text-decoration: underline;">beta pleated sheet</span><br><em>Reject (&alpha;) double helix but accept &alpha;/A/a and &beta;/B/b instead of alpha and beta.</em></p>
<div class="question_part_label">b (i).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>hydrogen bonds;<br><em>Reject hydrogen and covalent bonds unqualified and hydrogen bonds </em><em>between bases.</em><br>(hydrogen bonds) between N&ndash;H and C=O (on different amino acids);<br><em>Reject between amine and carboxyl groups.</em><br>(hydrogen bonds) between adjacent turns of the helix/every fourth amino<br>acid; <em><br>Accept above points in an annotated diagram.</em></p>
<div class="question_part_label">b (ii).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p><em><img src="data:image/png;base64,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" alt></em></p>
<p><em>A table is not required but for each feature the difference between globular and fibrous proteins must be made clear.</em></p>
<p>&nbsp;</p>
<div class="question_part_label">b (iii).</div>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question" style="padding-left: 20px;">
<p>About half of candidates knew that polygenic inheritance contributes to continuous variation.&nbsp;</p>
<div class="question_part_label">a (i).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>This question was generally well answered with stronger candidates able to score full marks. A few confused lactase with lactose and the products of lactose hydrolysis were not always known.&nbsp;</p>
<div class="question_part_label">a (ii).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>&nbsp;About a quarter of candidates knew the names of the two secondary structures.</p>
<div class="question_part_label">b (i).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Few candidates stated that hydrogen bonds stabilise secondary structures and even fewer earned a second mark for giving a detail of the hydrogen bonding.&nbsp;</p>
<div class="question_part_label">b (ii).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>N/A</p>
<div class="question_part_label">b (iii).</div>
</div>
<br><hr><br>