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</div><h2>HL Paper 3</h2><div class="question">
<p>Define <em>gene pool</em>.</p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>all of the genes/alleles in an interbreeding <span style="text-decoration: underline;">population</span></p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
<p>Most candidates had difficulty providing a complete definition for gene pool.</p>
</div>
<br><hr><br><div class="specification">
<p>The diagram below is a cladogram.</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 a function of each of the following parts of the human brain.</p>
<p>(i)&nbsp; Cerebellum</p>
<p>&nbsp;</p>
<p>(ii)&nbsp; Hypothalamus</p>
<p>&nbsp;</p>
<p>&nbsp;</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>Identify the <strong>two</strong> most closely related organisms.</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>Identify the species to which the Bonobo is most distantly related.</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>Describe <strong>one</strong> type of barrier that may exist between gene pools.</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>(i)&nbsp; (coordinates) unconscious motor functions/balance and movement</p>
<p>(ii)&nbsp; (maintains) homeostasis/thermoregulation/appetite/thirst / coordinates endocrine systems / secretes hormones/regulating factors</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>(common) chimpanzee and bonobo</p>
<div class="question_part_label">b (i).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>gibbon</p>
<div class="question_part_label">b (ii).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>named barrier;<br>description of its action;<br>results in terms of gene pools;<br><em>e.g.</em>:<br>behavioural barrier;<br>different populations mate at different times of year thus preventing interbreeding;<br>allele frequencies become different in the two gene pools/separates gene pools / sympatric speciation;</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 vast majority of candidates provided correct answers.</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>This part presented a cladogram of larger primates and the two subparts were interpreted correctly by the vast majority of candidates.</p>
<div class="question_part_label">b (i).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>This part presented a cladogram of larger primates and the two subparts were interpreted correctly by the vast majority of candidates.</p>
<div class="question_part_label">b (ii).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>This part required candidates to name a barrier that may exist between gene pools and describe its action and the results in terms of gene pools. Mixed results were obtained here, although many candidates gained all the marks. Some candidates confused between types of barrier and types of evolution (e.g. geographic vs allopatric), were vague about its action and could not relate to gene pools. <br><br></p>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="specification">
<p class="p1">Cystic fibrosis (CF) is caused by a mutation of a human gene which codes for a chloride channel. The frequency of the CF allele is much higher in Europe than expected for an allele that causes a harmful condition. It has been suggested that individuals who are heterozygous for this allele may be protected against an infectious disease such as cholera or typhoid. This could cause both the CF allele and the normal allele of the chloride channel gene to persist in the population.</p>
</div>

<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p class="p1">State the name given to the situation where two alleles of a gene persist indefinitely in a population.</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 class="p1">CF is a recessive condition that affects approximately 1 in 2500 births in Australia. Calculate the percentage of heterozygous individuals in the population. Show your calculation.</p>
<div class="marks">[2]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p class="p1">Using CF as an example, distinguish between <em>allele frequency </em>and <em>gene pool</em>.</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 class="p1"><span style="text-decoration: underline;">balanced</span> polymorphism</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p class="p1">\(2pq = (2)(0.98)(0.02) = 0.039\);</p>
<p class="p1">3.9%;</p>
<p class="p1"><em>Award </em><strong><em>[1] </em></strong><em>for working and </em><strong><em>[1] </em></strong><em>for correct answer.</em></p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p class="p1">gene pool is all of the genetic information/genes/alleles present (in an interbreeding population);</p>
<p class="p1">allele frequency is the proportion of one allele of one/CF gene in a population;</p>
<div class="question_part_label">c.</div>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question" style="padding-left: 20px;">
<p class="p1">The majority could name balanced polymorphism properly. Most knew that they had to apply the Hardy-Weinberg equation to find the percentage of heterozygotes in the population, but many had difficulties in determining the value of p and/or 2pq. Many found it hard to distinguish between allele frequency and gene pool using appropriate terminology. The conditions of application for the Hardy-Weinberg law were well known by the majority of candidates.</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p class="p1">The majority could name balanced polymorphism properly. Most knew that they had to apply the Hardy-Weinberg equation to find the percentage of heterozygotes in the population, but many had difficulties in determining the value of p and/or 2pq. Many found it hard to distinguish between allele frequency and gene pool using appropriate terminology. The conditions of application for the Hardy-Weinberg law were well known by the majority of candidates.</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p class="p1">The majority could name balanced polymorphism properly. Most knew that they had to apply the Hardy-Weinberg equation to find the percentage of heterozygotes in the population, but many had difficulties in determining the value of p and/or 2pq. Many found it hard to distinguish between allele frequency and gene pool using appropriate terminology. The conditions of application for the Hardy-Weinberg law were well known by the majority of candidates.</p>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline the endosymbiotic theory.</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>&nbsp;Define <em>gene pool</em>.</p>
<div class="marks">[1]</div>
<div class="question_part_label">c (ii).</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p>a. mitochondria/chloroplasts were once (independent) prokaryotes;<br>b. taken in by (larger) heterotrophic/host cell (through endocytosis);<br>c. new living arrangement mutually beneficial / depend on each other to exist as single organism;</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>all the alleles/genes of a population (at a particular time)</p>
<div class="question_part_label">c (ii).</div>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question" style="padding-left: 20px;">
<p>While many candidates were able to get 1 mark, and some 2, few wrote clearly or accurately about the endosymbiotic theory. The question was not asking for evidence of the theory which is what some candidates wrote about.</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>The definition of gene pool in (ii) was answered better than in previous years.&nbsp;</p>
<div class="question_part_label">c (ii).</div>
</div>
<br><hr><br><div class="specification">
<p>Populations of threespine sticklebacks (<em>Gasterosteus sp</em>.), a fish living in small freshwater lakes in British Columbia, Canada, are derived from the marine threespine stickleback (<em>Gasterosteus aculeatus</em>). In order to investigate the process of speciation in these populations, three small lakes were studied. Each lake contained two varieties of stickleback: a large, bottom-dwelling variety that fed on invertebrates near the shore and a small, plankton-eating variety that lived in the open water. The probability of breeding between pairs of individuals was measured under laboratory conditions in the following breeding combinations:</p>
<p>I different varieties (small &times; large) from the same lake</p>
<p>II different varieties from different lakes</p>
<p>III same variety (small &times; small) and (large &times; large) from different lakes</p>
<p>IV same variety from the same lake.</p>
<p>The data are summarized below.</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>Identify the highest and lowest probabilities of breeding for individuals of the same variety from different lakes.</p>
<p>Highest probability:</p>
<p>&nbsp;</p>
<p>Lowest probability:</p>
<p>&nbsp;</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>Identify the breeding combination that results in the lowest probability of breeding.</p>
<div class="marks">[1]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Analyse the probability of breeding between individuals from the same lake.</p>
<div class="marks">[2]</div>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Scientists concluded that speciation is taking place in these populations. Discuss the evidence for speciation provided by the data.</p>
<div class="marks">[3]</div>
<div class="question_part_label">d.</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p><em>Highest probability</em>: 0.58 (<em>Allow answers from 0.57&ndash;0.59</em>)<br><em>Lowest probability</em>: 0.25 (<em>Allow answers from 0.24&ndash;0.26</em>)<br><em>Both required for the mark.</em></p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>different varieties from same lake / I</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>individuals are more likely to breed if they are the same variety / individuals of different varieties have a low probability of breeding;<br>the probability of breeding between individuals of the same variety shows a large range of values / narrow range if of different variety;<br>the probability of breeding between any two individuals is always less than 0.6/correct numerical value;</p>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>data provides (strong) evidence for reproductive isolation between the varieties in each lake;<br>different sizes/feeding habits/habitat (shore versus open water) seem to contribute (strongly) to low breeding probability;<br>this could lead to speciation/formation of separate species in each lake;<br>same varieties from different lakes do not show strong reproductive isolation / geographical isolation is a weak factor in speciation / no evidence of allopatric speciation;<br>sympatric speciation seems to be taking place because different varieties from the same lake have a low probability of breeding;</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>Almost every candidate was able to find the probabilities required from the graph.&nbsp;&nbsp;</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Almost all obtained one mark for correctly indicating that the lowest probability of breeding was between different varieties from the same lake. &nbsp;<br><br></p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Many were able to get one mark for indicating that individuals were more likely to breed if they were from the same variety but few received a second mark for looking at the variation in range of values.</p>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>This was the most discriminating section of this data analysis question with only the abler candidates discussing the evidence for reproductive isolation indicated by the data and for looking at what type of speciation this might be. Few used the terms allopatric or sympatric speciation.</p>
<div class="question_part_label">d.</div>
</div>
<br><hr><br><div class="question">
<p>Outline how isolation of a gene pool can lead to evolution.</p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>a. initially isolated populations may have been genetically different/different allele frequencies;<br>b. different mutations in two gene pools;<br>c. different parts of population subject to different selective pressures / <em>OWTTE</em>;<br>d. over time leads to changes in allele/gene frequencies;<br>e. may lead to reproductive isolation;</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
<p>Although this was a popular option, candidates did not do very well on it.</p>
<p>Candidates struggled to outline how isolation of a gene pool can lead to evolution.&nbsp;Very vague responses were seen with seldom any reference to different selective pressures on the isolated populations.</p>
</div>
<br><hr><br><div class="question">
<p>Discuss evolution by gradualism and punctuated equilibrium.</p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>a. both describe the pace/speed/rate of evolution;</p>
<p>b. gradualism suggests that evolution occurs over a long time;</p>
<p>c. gradualism changes are slow/steady over time;</p>
<p>d. gradualism would occur when there is little change in the environment;</p>
<p>e. punctuated equilibrium implies long periods with no change;</p>
<p>f. punctuated equilibrium implies short periods with great change;</p>
<p>g. punctuated equilibrium occurs when there are great changes in the environment;</p>
<p>h. example; <em>(eg: in times of volcanic activity/meteorite impact/great climate change / OWTTE)</em></p>
<p>i. generally accepted that both ideas take place in evolution</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
<p>There was a very wide range of answers on gradualism and punctuated equilibrium. Most showed good general understanding, but gave answers that were too incomplete, especially about the required indications of time, as well as magnitude of change.</p>
</div>
<br><hr><br><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>The table shows certain characteristics present (+) or absent (&ndash;) in six organisms.</p>
<p><img src="data:image/png;base64,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" alt></p>
<p>Using the data, label the cladogram with the names of the organisms.</p>
<p>&nbsp;</p>
<p><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAXQAAACdCAIAAAArPRT6AAAOg0lEQVR4nO3d32saWRsH8P0vRjCkkJLuayAlBcPaTcFAIKXpGjAgGNaAkIJg9k1gIAUv3KYgpODF0BSEFAz4rgEvBAOWFbwQDLiL4EUgBekbSMELIe/iheCFMAvzXhyQ1mRTf5055zHfz90u2c6Bzn5zZuY8z/OdAQDAwXeiFwAA4wnhAgBcIFwAgAuECwBwgXABAC4QLgDABcIFALhAuAAAFwgXAOAC4QIAXCBcAIALhAsAcIFwAQAuEC4AwAXCBQC4QLgAABcIFwDgAuECAFwgXACAC4QLAHCBcAEALhAuAMAFwgUAuEC4AAAXCBcA4ALhAgBcIFwAgAuECwBwgXABAC4QLgDABcIFALhAuAAAFwgXAOAC4QIAXCBcAIALhAsAcIFwAQAuTA2Xj+fn7w8PzbwiMPl8vtVqiV7FgJrNZrlcFr2KbuVy+fPlpehVSM3UcDnJZO5NTtK9y0ul0obPJ3oVg3g4O6tpmuhVDCibzd6bnGy326IX8pUNn28rGBS9im/Qdf20WAyHww6H4/7UlMlXNzVcms3mhNWay+XMvOgIVSoVi6JQ/H21FQyuulyiVzGgRqMxYbXm83nRC/lKIpF4MD2t67rohdyg0Wik0+lAIHB/asqiKA6HIxwOm7/7M/udy5rbraqqyRcdoYezs7FYTPQq+pZOpy2K0mg0RC9kQKsul2y3Ta1WsyiKVM9r1Wr13cHBqss1YbVOWK2rLte7g4OLiwtR6zE7XGKx2MPZWZMvOkKqqq653aJX0Te2Z0ylUqIXMqB3BweP5uZEr6LbotMZiUTErqHdbp8Wi6FQaN5utyjKg+npQCCQTqdl+EVidrh8vry0KEqlUjH5uqOSzWYnrNZmsyl6IX1bc7sDgYDoVQyoWq1aFOXs7Ez0Qr4SiUQWnU4hl240GqlU6sXmZufB5/XeXqlUkuoxTcCnaIfDEY1Gzb/uSLRarXuTkyeZjOiF9C0Wi92fmpLq5uvLvN0u221TLpctilKr1Uy74sfzc03Tnq+sWBRlwmpdc7tjsZi0LwEFhEs4HH66vGz+dUfF4/HI/5nguouLC4uinBaLohcyoFAoJNtto+v6jM12FI9zvUq73S4UCi93dx/NzVkUZcZm2woG0+m0/NtnAeFyWixaFKVer5t/6ZE4isdnbDaKWwC2eRa9igEVCgWLolxdXYleyFe2gsF1r5fHn1yv14+TSb/fzx58niwsRCKRcrlM6MYTEC66rt+fmjpOJs2/9Eiw10ZSfSboETvvIHoVA2q32xLeNul0erRHt87OzqLR6NPlZfbg4/F43h8eSvvgczsxx/8DgQDR02gM+zUiehV9Y3tGoneqYRh+v9/v94texVfYZ7ghz+C02+18Pq+qaufBZ2d7O5vN0j1uyogJl1QqdX9qSrYzl72LRCJPFhZEr6JvbM9I8ZwOc5xMSnjbDHwGp16vJxKJDZ/v3uSkRVEWnc43+/sUd8T/REy4NBoNi6IUCgUhVx+e+Z8JRiUQCFA8p8PU63UJb5t+z+BUKpU3+/tLS0sWRbk3Obnu9R7F4xTvpW8SVhW96nK93N0VdfUh6br+YHqa92cCHlKp1ITVSne//XR5Wbbbhn2Gu/0MTqvVyuVyqqo+nJ21KMrD2VlVVXO5HN2/iF4ICxdN0yQ8c9m7rWDQ4/GIXkXf2J6R4jkdJhqNSnjbzNvtN9aF1mq1o3jc4/GwB5+lpaU3+/t0T5D2S1i4sDOXH8/PRS1gSCP/TGCaVZeL4jkdhtWOVqtV0Qv5SigUer6y0vnHcrn8Zn9/0elkDz4bPt9xMkn37MXARDaLejQ3R7cPAPtMkM1mRS+kb5qmzdhsolcxOAnbR7AzOKlUamd7e8ZmsyjKo7k5VVXz+bxsr5/NJDJcXu7u0u0DYEhZqtsLtmek+1VCVVV5bpvPl5fvDw/X3G6LolgU5enycjQala0GShSR4cLyXobyzcG8OzggWuH9aG7uzf6+6FUMKJvNir1tdF0vl8vsOIJFUe5PTfn9/uNkUrbTw8KJDBd25pJuHwD2mYDi+7mXu7uiynmHx2pHzb9tms1mOp3eCgYfTE+zB5+Xu7uFQuEuP/jcTnCD7g2f78Xmptg1DGPebqe4BWB7RrpnKzwej2m3zefLy1gstuZ2T1itFkVZdbk0TaP7IcJMgsOFnbkkVIvVRcJS3V6wPWMikRC9kAEdxeNcj+rqul4qlV7v7TkcDvbg82JzM5VK0X2EF0JwuLAzl3T7ANCt8Pb7/ZzKeU3AakdHftt0tZ6dt9tDodBpsYgHn8GIn1v0dHk5HA6LXsWA5CzV7cVxMkn0nA7zZGEhFAqN5I+6uLiQqvXs2BAfLtFolG4fAMMw/H4/xQpvtmeUraV+7yKRyDC3Taf1bOfBR57Ws2NDfLiwM5d0f1GwLQDFnfPT5WWK53SYUqk0wG1zY+vZ02KR7ls/mYkPF4PsvA7m6uqK6BZAzjqdHrHa0XcHB738cLVa1TRt1eUi0Xp2bEgRLkTndXRIWKrbi7OzMwlb6vfu9klvXa1nH0xPU2k9OzakCJdcLkd0XgdDdwvwaG5Otpb6vUun0xNWa9dbkqurq+utZ2WbuXFHSBEu7MxlOp0WvZABsS0AxYNVqqp+Wc5LCxvzym4b1nq2M3ODdOvZsSFFuBhk53V0EK3wzuVyErbU71G73X6ysDBvt385c+Mkk6H7fX3MyBIuR/G4tGO9e0F0C8D2jLTO6bCZG2PcenZsyBIuEo717gvbAlA8JbHu9ZIo72KtZ9nMjXuTkx6PZ1xbz44NWcLFkGOs98BEleoOL5FISNhSn7mx9ewYzNy4IyQKF6LzOjqobAG6SFjeVavVEonEutd7N1vPjg2JwoXN66D7hp93qS4/i07nqOp0htHVenbd600kEhSLQoGRKFzMGevND3ttJNUWoEdv9vfn7XYhl261WtlsFq1nx5JE4WKQndfRIckWoF9sz2hmeRdrPduZuYHWs2NJrnA5yWRI9wEYslRXoBmbrcc6nYFdbz17Z2du3BFyhQvdeR2M+VuAUdnZ3ubUUr/Vap1kMlvBYOfBB61n7wi5wsUwjDW3e2d7W/QqBsReG/HeAvBwksmMtryrq/Xs85UVtJ69a6QLl1gsRnReB3N7qa60Wq1Wp05nYP/UepZoeQEMSbpwYe1R6R5qYKW6FCu8By7vYq1nOzM30HoWGOnCxTAMh8NBcV4Hw14bUazwfn942Fd51/XWs5qmyTbFGQSSMVzC4fDS0pLoVQxuze2mWOHN9oylUumWn9F1/bRYDIfDaD0L3yRjuNCd18G8OzggWuHNWitd//fXW8+Gw2G0noXbyRguuq6THtnFxrzevgWQ0+u9vS/Lu663nsXMDeidjOFiGEYgEKA4r6PD4XBQrPBmLfVTqVQoFJq329F6FoYhabikUimi8zqYcDhMq8KbtZ7d8PksitKZuYHWszAMScOl0WgQndfBsNdG8ld4fzw/1zQNrWeBB0nDxTCMVZeL7sguNub1/eGh6IXcoN1u5/P5zswNtJ4FTuQNF03TiM7rYF5sbkpV4X299WwkEimXy3jwAU7kDZdqtUp0XgeTSqUmrFbh2wE2cwOtZ8F88oaLQXZeB8PGvAqp8O5qPTtjs+1sb6P1LJhM6nB5ubtLcV5Hx/OVFTMrvOv1OlrPgjykDpdCoUB3ZJdhGJqmzdhsvK/CWs8uLS2h9SxIRepwYd9caI3s+hIb88pjGFNX61k2cyOXy+HBB+QhdbgYhrHh81Gc19HxaG5uhBXetVrtKB5H61kgQfZwOU4mic7rYFRVHbLCu6v17L3JSbSeBRJkDxcJR3b1JZ/PD1bhfWPrWczcAEJkDxfDMJ4uL1Oc18GwMa+9V3h3Zm6g9SxQRyBcotGoqJFdI7Hu9a57vbf8wPXWs36//ziZpPuZDMAgES6VSoXovA4mkUjcWOHdbDbRehbGGIFwMQzj4ewsxXkdDBvz2qnwZq1nOzM30HoWxhWNcFFVleK8jo5Fp3Pd6+1qPZtKpdB6FsYYjXDJ5XITViu5/xXZzI1AIIDWs3AH0QgX9s2FyryOrtazqy4XWs/CHUQjXIwhRnaZo91unxaL11vPktttAYwKmXA5isclnNfBWs9+OXMDrWcBGDLhwr65SDKvo6v17JrbHYvF0HoW4EtkwsUwjEWn8/Xenqirt9vtQqGA1rMAPaIULpFIxOFwmHzRTutZ9uDDZhKi9SzAN1EKl3K5bNq8jhtbz+LBB6B3lMJF1/UZm43fvI5Wq5XP51VV7Tz4oPUswMAohYthGFvB4MjndXS1nl10Ot/s7/NoHwdwpxALl5NMZlTzOiqVyvXWs5i5ATAqxMKl2WxOWK0nmcxg/3mn9SybuYHWswD8EAsXwzDW3O5+53Vcbz2LmRsAvNELl1gs1uO8DjZzY9HpROtZAPPRC5fPl5e3zOu43npWVVW0ngUwH71wMQzD4XB0zeu4sfUsZm4ACEQyXMLh8KLTyVrPdmZuoPUsgFTohUuz2YxEIqytAWs9+3J3t1Ao4MEHQCpkwuXz5WUsFkPrWQAqpA6Xv/766/fff3/9+vVPz59bFMXxww///uWX/yQSyBQA+ckYLp8+fUr+9tvO9vaPjx9bFGXl2bNXr159+PDhf3iZAkCHLOGi6/off/zx9u1b388/f//gwb++/37D5zt4+/bPP//8+++/Ra8OAPomOFyurq4+ZLOvfv115dkzi6L8+Pjxzs5OMpn876dPYhcGAEMSHC6sxgetZwHGj+BwyeVy6MAEMJZkeecCAGMG4QIAXCBcAIALhAsAcIFwAQAuEC4AwAXCBQC4QLgAABcIFwDgAuECAFwgXACAC4QLAHCBcAEALhAuAMAFwgUAuEC4AAAXCBcA4ALhAgBcIFwAgAuECwBwgXABAC4QLgDABcIFALhAuAAAFwgXAOAC4QIAXCBcAIALhAsAcIFwAQAu/g9iI/pzSalrJQAAAABJRU5ErkJggg==" alt></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>A species is often defined as a group of similar individuals that interbreed in nature and produce fertile offspring. Discuss some problems with the use of this definition.</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><img src="data:image/png;base64,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" alt></p>
<p><em>Award <strong>[1]</strong> for the correct position of any two organisms.</em><br><em>Award <strong>[1 max]</strong> if the correct order is reversed horizontally (ie from cat on the left </em><em>to Amoeba on the right).</em></p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. not all organisms can be defined in this way / does not take into account hybrids/ microorganisms/plants;<br>b. (even if able to interbreed) may have differences in DNA/protein;<br>c. does not apply to bacteria/other organisms that reproduce asexually;<br>d. in sympatric/allopatric isolation members of the same species do not interbreed;<br>e. (in some species) significant differences in morphology can occur within the same species eg: sexual dimorphism/metamorphosis/ring species; <br><em>Accept any other correct answer</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 majority of candidates could label the cladogram correctly, although a certain number did it backwards.</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Many candidates presented a good discussion about the use of species definition, but many others could not express their ideas clearly enough or only had a vague idea. &nbsp;</p>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="specification">
<p>There are many closely related <em>Canis</em> species in North America including the grey wolf&nbsp; (<em>C. lupus</em>), eastern wolf (<em>C. lycaon</em>) and western coyote (<em>C. latrans</em>).&nbsp; Hybridization can occur between members of these species.</p>
<p>For example, during the last 100 years, hybridization has occurred between western coyotes (<em>C. latrans</em>) and eastern wolves (<em>C. lycaon</em>) in the area of Ontario shown by a star in the map shown below.&nbsp;&nbsp; &nbsp;</p>
<p>Genetic evidence for hybridization is based on identification of haplotypes (combinations of linked alleles in clusters of similar genes) that exist in mitochondrial DNA (mtDNA) of&nbsp; <em>Canis</em> populations. The populations in this study were the Minnesota-northwestern wolf, southern Ontario coyote and northeastern coyote.&nbsp; Assume that all animals in each <em>Canis</em> population have the same mtDNA haplotypes.</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 genetic evidence that <em>Canis</em> populations have hybridized.</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>Compare the genetic data for southern Ontario coyotes and northeastern coyotes.</p>
<div class="marks">[2]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>State with a reason whether the genetic evidence shows that the western coyote and the grey wolf have overlapping ranges.</p>
<div class="marks">[1]</div>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>The northeastern coyote has more wolf-like skull features than the southern Ontario coyote.&nbsp; Suggest a reason for this difference.</p>
<div class="marks">[1]</div>
<div class="question_part_label">d.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Discuss briefly whether there is genetic evidence to show a common ancestor for the Minnesota-northwestern wolf, the southern Ontario coyote and the northeastern coyote.</p>
<div class="marks">[2]</div>
<div class="question_part_label">e.</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p>a. (all three) <em>Canis</em> populations show a mixture of haplotypes from two (or more) origins;<br>b. Minnesota-northwestern wolves have a mixture of haplotypes from grey wolf/<em>C. lupus</em> and eastern wolf/<em>C. lycaon</em>;<br>c. southern Ontario coyote has mixture of haplotypes from western coyote/<em>C. latrans</em> and eastern wolf;<br>d. northeastern coyote has mixture of haplotypes from western coyote/<em>C. latrans</em> and eastern wolf;</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. both contain haplotypes C1, C9 and C19;<br>b. C19 haplotype in greater proportion in northeastern coyotes / vice versa;<br>c. C9 haplotype in greater proportion in southern Ontario coyotes / vice versa;<br>d. C1 in smaller proportion in southern Ontario than northeastern coyotes / vice versa;<br>e. southern Ontario coyotes / northeastern coyotes have more haplotypes from coyotes than wolves;<br>f. fewer haplotypes from other sources in northeastern coyotes / vice versa;</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>no overlapping ranges since no haplotypes/C9, C19 from western coyotes present with haplotype/C22 from grey wolf in any of the hybrids.</p>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>northeastern coyote has greater proportion of C1/ haplotype from (eastern) wolf (than southern Ontario coyote)</p>
<div class="question_part_label">d.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. all three show evidence that the eastern wolf was their ancestor/all have haplotypes from the eastern wolf;<br>b. southern Ontario and northeastern coyotes have different eastern wolf haplotypes from the Minnesota northwestern wolf / southern Ontario and northeastern coyotes have C1 while the Minnesota northwestern wolf has C3 and C13;</p>
<div class="question_part_label">e.</div>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question" style="padding-left: 20px;">
<p>There were some comments on the G2 forms regarding the graphs for this question being difficult to analyze or confusing.&nbsp; The names of the wolves and coyotes did sometimes lead to confusion. One problem was that many candidates misread the diagram and thought it showed proportions of areas instead of proportions of haplotypes. Despite this, Question D1 often scored fairly well.&nbsp;</p>
<p>Most candidates were able to get 1 mark for either seeing that all Canis populations showed a mixture of haplotypes from 2 or more origins or for giving an example to support this. Only the better candidates were able to get 2 marks.</p>
<p>&nbsp;</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>There were some comments on the G2 forms regarding the graphs for this question being difficult to analyze or confusing.&nbsp; The names of the wolves and coyotes did sometimes lead to confusion. One problem was that many candidates misread the diagram and thought it showed proportions of areas instead of proportions of haplotypes. Despite this, Question D1 often scored fairly well.&nbsp;</p>
<p>Most candidates again were able to get at least 1 mark, often for stating that both species had the same 3 haplotypes. Many were also able to get a second mark for telling how they differed in the proportion of these haplotypes.</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>There were some comments on the G2 forms regarding the graphs for this question being difficult to analyze or confusing.&nbsp; The names of the wolves and coyotes did sometimes lead to confusion. One problem was that many candidates misread the diagram and thought it showed proportions of areas instead of proportions of haplotypes. Despite this, Question D1 often scored fairly well.&nbsp;</p>
<p>Only better candidates were able to see there was no overlap in ranges and use the data to explain why.</p>
<p>&nbsp;</p>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>There were some comments on the G2 forms regarding the graphs for this question being difficult to analyze or confusing.&nbsp; The names of the wolves and coyotes did sometimes lead to confusion. One problem was that many candidates misread the diagram and thought it showed proportions of areas instead of proportions of haplotypes. Despite this, Question D1 often scored fairly well.&nbsp;</p>
<p>This was often answered well with many able to get a mark for suggesting that more of the C1 haplotype gave more wolf-like features to the northeastern coyote.</p>
<p>&nbsp;</p>
<div class="question_part_label">d.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>There were some comments on the G2 forms regarding the graphs for this question being difficult to analyze or confusing.&nbsp; The names of the wolves and coyotes did sometimes lead to confusion. One problem was that many candidates misread the diagram and thought it showed proportions of areas instead of proportions of haplotypes. Despite this, Question D1 often scored fairly well.&nbsp;</p>
<p>Many obtained 1 mark for seeing that the eastern wolf was a common ancestor but few were able to get a second mark.</p>
<p>&nbsp;</p>
<div class="question_part_label">e.</div>
</div>
<br><hr><br><div class="specification">
<p>The larval stage of the fly <em>Eurosta solidaginis</em> develops in the plant <em>Solidago altissima</em>. The larva secretes a chemical which causes plant tissue to grow around it forming a swelling called a gall. The gall provides the developing insect with protection from predators.</p>
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"></p>
<p style="text-align: left;">The <em>E. solidaginis</em> fly is preyed upon by the parasitic wasp <em>Eurytoma gigantea</em>. The graph shows the relationship between gall diameter and the percentage of flies that avoid predation by <em>E. gigantea</em>.</p>
</div>

<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>In order to form galls, the insects choose a location where cell division occurs at a high rate. State the term for a region of rapid cell division within a plant.</p>
<div class="marks">[1]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Describe the relationship between gall diameter and percentage survival of <em>E. solidaginis</em>.</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 the concept of directional selection with respect to this example.</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>&laquo;apical&raquo; meristem/shoot apex</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. percentage survival is higher with larger diameter galls<br><em><strong>OR</strong></em><br>positive relationship &nbsp;</p>
<p>b. variation/outlier at the lower diameters &nbsp;<em>OWTTE</em></p>
<p>c. little variation in survival percentage at highest diameters&nbsp;<em>OWTTE</em></p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. directional selection is when an extreme phenotype/characteristic is favoured &nbsp;<em>OWTTE</em><br><br>b. flies that form small galls will be selectively predated &nbsp;<em>OWTTE</em> &ndash; <em>accept vice versa</em></p>
<p>c. over time, flies that produce small galls will become rarer<br><em><strong>OR</strong></em><br>mean gall size will increase</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>