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<h2>SL Paper 3</h2><div class="specification">
<p>The oxygen consumption rate of the fish <em>Oplegnathus insignis</em> was examined in a respirometer at three different water temperatures and at four different body masses.</p>
<p style="text-align: center;"><img 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"></p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Suggest how the oxygen consumption rate is determined using this apparatus.</p>
<div class="marks">[2]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>State the relationship between body mass and the oxygen consumption of fish.</p>
<div class="marks">[1]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Predict the effects of global warming on aerobic respiration in fish. </p>
<div class="marks">[2]</div>
<div class="question_part_label">c.</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p>a. the data logger measures the differences in oxygen concentration<br><em><strong>OR</strong></em><br>the oxygen concentration is measured before and after the water passes through the respirometer </p>
<p>b. over time </p>
<p>c. the mass of fish needs to be measured</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>greater body mass, less consumption of oxygen<br><em><strong>OR</strong></em><br>indirect/negative relationship</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. higher temperature, more oxygen consumption <br><br>b. «more oxygen consumption» is due to more respiration/metabolism </p>
<p>c. less oxygen can dissolve in warmer water so less «aerobic» respiration<br><em><strong>OR</strong></em><br>more carbon dioxide dissolved so less oxygen for respiration</p>
<div class="question_part_label">c.</div>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="specification">
<p>White sage (<em>Salvia apiana</em>) is a native Californian shrub. Slender oat (<em>Avena barbata</em>) is a grass, originally from the Mediterranean, which was introduced to California. The map shows the distribution of the two species in relation to one another in an area near Santa Ynez, California.</p>
<p style="text-align: center;"><img 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"></p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Using the scale bar, determine the area of quadrat A1, giving the units.</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>Outline how chi-squared can be used to test for an association between the distributions of the two species.</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>9.0 m<sup>2</sup> / 9 m<sup>2</sup></p>
<p><em>Units required for the mark</em>.</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. in each quadrat determine the presence/absence «of plants» of each type </p>
<p>b. null hypothesis is that the presence of one is random/independent in relation to the presence of the other plant<br><em><strong>OR</strong></em><br>alternate hypothesis is that the presence of one is associated with the presence or absence of the other </p>
<p>c. <span class="mjpage"><math xmlns="http://www.w3.org/1998/Math/MathML" alttext="{x^2} = \sum {\frac{{{{\left( {O - E} \right)}^2}}}{E}} ">
<mrow>
<msup>
<mi>x</mi>
<mn>2</mn>
</msup>
</mrow>
<mo>=</mo>
<mo>∑</mo>
<mrow>
<mfrac>
<mrow>
<mrow>
<msup>
<mrow>
<mrow>
<mo>(</mo>
<mrow>
<mi>O</mi>
<mo>−</mo>
<mi>E</mi>
</mrow>
<mo>)</mo>
</mrow>
</mrow>
<mn>2</mn>
</msup>
</mrow>
</mrow>
<mi>E</mi>
</mfrac>
</mrow>
</math></span></p>
<p><em>Equation may be written out in words</em>.</p>
<p>d. accept alternative hypothesis / reject null hypothesis if the difference between observed and expected is statistically significant / <em>p</em><0.05 /calculated <em>X</em><sup>2</sup> higher than tabulated <em>X</em><sup>2</sup> / critical value<br><em><strong>OR</strong></em><br>it supports the association between the two species if the difference between observed and expected is statistically significant / <em>p</em><0.05 /calculated <em>X</em><sup>2</sup> higher than tabulated<em> X</em><sup>2</sup> / critical value</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="specification">
<p>When feed for animals is stored, moisture levels need to be kept low to prevent the growth of fungi. Feed was exposed to 15 % moisture and placed into a respirometer. O<sub>2</sub> consumption was monitored using the respirometer over a period of six days.</p>
<p><img 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"></p>
<p style="text-align: center;">[Source: © International Baccalaureate Organization 2019]</p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline how O<sub>2</sub> consumption is measured using a respirometer.</p>
<div class="marks">[2]</div>
<div class="question_part_label">a.i.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Suggest <strong>one</strong> conclusion that can be drawn from the results shown in the graph.</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>Other than humidity, suggest a variable that would need to be controlled in this experiment.</p>
<div class="marks">[1]</div>
<div class="question_part_label">a.iii.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline the role of fungi in nutrient cycling.</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. a CO<sub>2</sub> absorber/KOH is added ✔</p>
<p>b. a bubble/starting water level is measured ✔ </p>
<p>c. «the rate of» movement of the bubble/pressure reduction is a measure of O<sub>2</sub> consumption ✔</p>
<div class="question_part_label">a.i.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. as fungus grows, the rate of oxygen consumption increases ✔</p>
<p>b. around day 4/5 fungus begins to grow/no growth in days 1–3 ✔ </p>
<p>c. the rate of fungus growth/rate of respiration is highest after 5 days ✔</p>
<div class="question_part_label">a.ii.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>temperature/amount or type of feed «in the respirometer»/amount of CO<sub>2</sub> absorber<br><em><strong>OR</strong></em><br>other reasonable suggestion ✔</p>
<p><em>Do not accept light</em></p>
<div class="question_part_label">a.iii.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. act as saprotrophs/decomposers ✔ </p>
<p>b. rot/feed on/break down organic matter/food/organisms <br><em><strong>OR</strong></em><br>return nutrients trapped in organic matter to the cycle/soil ✔</p>
<p><em>Do not accept detritivores</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;">
<p>Very few candidates achieved a mark. Some confused a respirometer with a spirometer; others mentioned data logging probes. Credit was given for mention of a water column. Only the highest scoring candidates understood that a carbon dioxide absorber is required to allow pressure changes to be measured.</p>
<div class="question_part_label">a.i.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Many candidates described what was shown by the graph rather than making a conclusion related to the growth of fungi. Thus “oxygen consumption increased after day 4” or references to the feed respiring were common answers.</p>
<div class="question_part_label">a.ii.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Often more than one answer was given but only the first was marked. Temperature and amount of feed were the most common answers.</p>
<div class="question_part_label">a.iii.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">b.</div>
</div>
<br><hr><br>